{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "f4a64783",
   "metadata": {},
   "source": [
    "### <font color='red'> Exploratory work </font>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "8038e84b",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import xarray as xr\n",
    "import matplotlib as mpl\n",
    "#mpl.use('Agg') # Must be before importing matplotlib.pyplot or pylab!\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "import os\n",
    "import seaborn as sns\n",
    "import timeit\n",
    "#start_time = timeit.default_timer()\n",
    "from datetime import datetime,timedelta\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9b2d89ea",
   "metadata": {},
   "source": [
    "Plot parameters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "d00f70ed",
   "metadata": {},
   "outputs": [],
   "source": [
    "mpl.rcParams['axes.linewidth'] = 2.0 #set the value globally\n",
    "\n",
    "plt.rc('font', family='serif',size = 16)  # controls default text layout\n",
    "plt.rc('axes', titlesize=16)     # fontsize of the axes title\n",
    "plt.rc('axes', labelsize=16)    # fontsize of the x and y labels\n",
    "plt.rc('xtick', labelsize=10)    # fontsize of the tick labels\n",
    "plt.rc('ytick', labelsize=16)    # fontsize of the tick labels\n",
    "plt.rc('legend', fontsize=16)    # legend fontsize\n",
    "plt.rc('figure', titlesize=16)  # fontsize of the figure title\n",
    "\n",
    "#plt.minorticks_on()\n",
    "plt.rc('text', usetex=False)\n",
    "#sns.set(font = \"Garamond\",font_scale=1.5,style=\"whitegrid\")\n",
    "sns.set(font_scale=1.5,style=\"whitegrid\")\n",
    "#sns.set(font = \"Cambria\",font_scale=1.5,style=\"white\")\n",
    "\n",
    "#mpl.rc_file_defaults() #undos seaborn effects\n",
    "\n",
    "#custom fontsize, if needed\n",
    "font = 12\n",
    "\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c5abdac1",
   "metadata": {},
   "source": [
    "## Plot the simulated tower data at the WLEF tall tower for 32 and 122m heights. Both 1 minute, high frequency data and 1 hour averaged data. For winds, T and q. For both the IOP test cases. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b6da7564",
   "metadata": {},
   "source": [
    "### Redoing IOP03 code for IOP02, to make half hourly averaged plots."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "e0b1b04c",
   "metadata": {},
   "outputs": [],
   "source": [
    "tower_data = xr.open_dataset('tower_and_meta_data.nc')\n",
    "tower_data.close()\n",
    "\n",
    "#calculate time variable and offset for UTC\n",
    "tower_data['time'] = (tower_data.DOY+tower_data.hour/24+tower_data.minute/60/24 - 5/24)\n",
    "tower_data['time'] = tower_data['time']\n",
    "#set local(CDT) time as a coordinate\n",
    "tower_data = tower_data.set_coords(['time'])\n",
    "\n",
    "#subset for 2019 Sep 24 and Sep25\n",
    "#f1 = tower_data.time>=267\n",
    "#f2 = tower_data.time<=269\n",
    "#subset for 2019 Aug 23 and 24\n",
    "f1 = tower_data.time>=235\n",
    "f2 = tower_data.time<=237\n",
    "tower_data = tower_data.where(f1 & f2, drop=True)\n",
    "\n",
    "#subset all >30m towers \n",
    "tower_data = tower_data.where(tower_data.z_meas>=30, drop=True)\n",
    "\n",
    "tower_name_list = tower_data.tower.values\n",
    "\n",
    "#subset for time, because simulated tower data only start at 5:00 CDT on 23rd and go on till 20:00 on 24\n",
    "#for IOP02\n",
    "tower_data = tower_data.isel(timestep=slice(9,88))\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "313fc071",
   "metadata": {},
   "outputs": [
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:   (timestep: 79, tower: 12)\n",
       "Coordinates:\n",
       "  * timestep  (timestep) float32 3092.0 3093.0 3094.0 ... 3168.0 3169.0 3170.0\n",
       "  * tower     (tower) |S3 b&#x27;nw1&#x27; b&#x27;nw4&#x27; b&#x27;ne1&#x27; b&#x27;ne2&#x27; ... b&#x27;se2&#x27; b&#x27;se3&#x27; b&#x27;se6&#x27;\n",
       "    time      (timestep) float64 235.2 235.2 235.3 235.3 ... 236.8 236.8 236.8\n",
       "Data variables:\n",
       "    cov_wT    (timestep, tower) float32 nan nan nan ... nan -0.040575635\n",
       "    cov_wH2O  (timestep, tower) float32 nan nan ... 0.00011012288 0.008371787\n",
       "    cov_wCO2  (timestep, tower) float32 nan 3.2873006 nan ... nan 4.218367\n",
       "    f_Hs      (timestep, tower) float32 nan nan nan ... nan -46.565163\n",
       "    f_Hl      (timestep, tower) float32 nan nan nan ... 0.19211948 14.62629\n",
       "    f_CO2     (timestep, tower) float32 nan 3.2873006 nan ... nan 4.218367\n",
       "    ustar     (timestep, tower) float32 0.093750365 nan ... 0.1663326 0.22997157\n",
       "    wstar     (timestep, tower) float32 9.96921e+36 9.96921e+36 ... 9.96921e+36\n",
       "    R_net     (timestep, tower) float32 nan nan nan ... -77.62585 -81.11471\n",
       "    ghf       (timestep, tower) float32 -9.8621435 -13.070833 ... -7.9857564\n",
       "    S_store   (timestep, tower) float32 -10.726784 -13.613643 ... -28.955198\n",
       "    T_store   (timestep, tower) float32 nan -2.380881 ... -22.817564 -17.578283\n",
       "    Q_store   (timestep, tower) float32 nan -0.68177795 ... -5.123493 -6.606099\n",
       "    u         (timestep, tower) float32 -0.82647675 -0.58485526 ... -1.487267\n",
       "    v         (timestep, tower) float32 -0.35459593 -0.54859847 ... 1.6453543\n",
       "    w         (timestep, tower) float32 -0.021794753 0.0252656 ... -0.011205262\n",
       "    T         (timestep, tower) float32 283.0763 281.3218 ... 291.24847\n",
       "    q         (timestep, tower) float32 nan 11.239947 ... 14.322884 14.491939\n",
       "    year      (timestep, tower) float32 2019.0 2019.0 2019.0 ... 2019.0 2019.0\n",
       "    month     (timestep, tower) float32 8.0 8.0 8.0 8.0 8.0 ... 8.0 8.0 8.0 8.0\n",
       "    day       (timestep, tower) float32 23.0 23.0 23.0 23.0 ... 25.0 25.0 25.0\n",
       "    DOY       (timestep, tower) float64 235.0 235.0 235.0 ... 237.0 237.0 237.0\n",
       "    hour      (timestep, tower) float32 10.0 10.0 10.0 10.0 ... 1.0 1.0 1.0 1.0\n",
       "    minute    (timestep, tower) float32 0.0 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n",
       "    z_meas    (tower, timestep) float32 32.0 32.0 32.0 32.0 ... 32.0 32.0 32.0</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-b6c4e726-7e54-4ed0-8b33-3ed999a9ff82' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-b6c4e726-7e54-4ed0-8b33-3ed999a9ff82' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>timestep</span>: 79</li><li><span class='xr-has-index'>tower</span>: 12</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-43b7f271-9a37-4546-bf9b-7afcecbaed4d' class='xr-section-summary-in' type='checkbox'  checked><label for='section-43b7f271-9a37-4546-bf9b-7afcecbaed4d' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>timestep</span></div><div class='xr-var-dims'>(timestep)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>3092.0 3093.0 ... 3169.0 3170.0</div><input id='attrs-c77a53e7-4042-428e-83e2-ccb4098e7298' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c77a53e7-4042-428e-83e2-ccb4098e7298' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d156fd67-d849-4508-bed8-a38726ab8ca7' class='xr-var-data-in' type='checkbox'><label for='data-d156fd67-d849-4508-bed8-a38726ab8ca7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([3092., 3093., 3094., 3095., 3096., 3097., 3098., 3099., 3100., 3101.,\n",
       "       3102., 3103., 3104., 3105., 3106., 3107., 3108., 3109., 3110., 3111.,\n",
       "       3112., 3113., 3114., 3115., 3116., 3117., 3118., 3119., 3120., 3121.,\n",
       "       3122., 3123., 3124., 3125., 3126., 3127., 3128., 3129., 3130., 3131.,\n",
       "       3132., 3133., 3134., 3135., 3136., 3137., 3138., 3139., 3140., 3141.,\n",
       "       3142., 3143., 3144., 3145., 3146., 3147., 3148., 3149., 3150., 3151.,\n",
       "       3152., 3153., 3154., 3155., 3156., 3157., 3158., 3159., 3160., 3161.,\n",
       "       3162., 3163., 3164., 3165., 3166., 3167., 3168., 3169., 3170.],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>tower</span></div><div class='xr-var-dims'>(tower)</div><div class='xr-var-dtype'>|S3</div><div class='xr-var-preview xr-preview'>b&#x27;nw1&#x27; b&#x27;nw4&#x27; ... b&#x27;se3&#x27; b&#x27;se6&#x27;</div><input id='attrs-8c77fb3f-9eba-4adf-b7b2-e9c255b38704' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8c77fb3f-9eba-4adf-b7b2-e9c255b38704' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-facda488-af4a-4e4c-8371-a834835a6116' class='xr-var-data-in' type='checkbox'><label for='data-facda488-af4a-4e4c-8371-a834835a6116' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([b&#x27;nw1&#x27;, b&#x27;nw4&#x27;, b&#x27;ne1&#x27;, b&#x27;ne2&#x27;, b&#x27;ne3&#x27;, b&#x27;ne4&#x27;, b&#x27;sw1&#x27;, b&#x27;sw3&#x27;, b&#x27;sw4&#x27;,\n",
       "       b&#x27;se2&#x27;, b&#x27;se3&#x27;, b&#x27;se6&#x27;], dtype=&#x27;|S3&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>time</span></div><div class='xr-var-dims'>(timestep)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>235.2 235.2 235.3 ... 236.8 236.8</div><input id='attrs-379da82e-be80-4c09-9052-f1cf4c4d6532' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-379da82e-be80-4c09-9052-f1cf4c4d6532' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-085506df-08c9-4ec7-a5ba-67062b8ce107' class='xr-var-data-in' type='checkbox'><label for='data-085506df-08c9-4ec7-a5ba-67062b8ce107' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([235.20833332, 235.22916666, 235.25000001, 235.27083334,\n",
       "       235.29166667, 235.3125    , 235.33333335, 235.35416669,\n",
       "       235.37499998, 235.39583331, 235.41666667, 235.4375    ,\n",
       "       235.45833335, 235.47916669, 235.49999998, 235.52083331,\n",
       "       235.54166667, 235.5625    , 235.58333335, 235.60416669,\n",
       "       235.62499998, 235.64583331, 235.66666667, 235.6875    ,\n",
       "       235.70833335, 235.72916669, 235.74999998, 235.77083331,\n",
       "       235.79166667, 235.8125    , 235.83333333, 235.85416667,\n",
       "       235.875     , 235.89583334, 235.91666667, 235.9375    ,\n",
       "       235.95833334, 235.97916667, 236.        , 236.02083333,\n",
       "       236.04166667, 236.0625    , 236.08333332, 236.10416666,\n",
       "       236.12500001, 236.14583334, 236.16666667, 236.1875    ,\n",
       "       236.20833332, 236.22916666, 236.25000001, 236.27083334,\n",
       "       236.29166667, 236.3125    , 236.33333335, 236.35416669,\n",
       "       236.37499998, 236.39583331, 236.41666667, 236.4375    ,\n",
       "       236.45833335, 236.47916669, 236.49999998, 236.52083331,\n",
       "       236.54166667, 236.5625    , 236.58333335, 236.60416669,\n",
       "       236.62499998, 236.64583331, 236.66666667, 236.6875    ,\n",
       "       236.70833335, 236.72916669, 236.74999998, 236.77083331,\n",
       "       236.79166667, 236.8125    , 236.83333333])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ea1dea71-fa5d-40b9-b70b-e11e3f9b640b' class='xr-section-summary-in' type='checkbox'  ><label for='section-ea1dea71-fa5d-40b9-b70b-e11e3f9b640b' class='xr-section-summary' >Data variables: <span>(25)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>cov_wT</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan ... nan -0.040575635</div><input id='attrs-57a7e046-86ba-4850-8ffe-99420665102e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-57a7e046-86ba-4850-8ffe-99420665102e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2d811395-b785-4018-b572-1ad0f09b04a1' class='xr-var-data-in' type='checkbox'><label for='data-2d811395-b785-4018-b572-1ad0f09b04a1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>K m s-1</dd></dl></div><div class='xr-var-data'><pre>array([[            nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan, -5.81359910e-03,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan, -7.60631310e-03,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan, -3.84250795e-03, -7.87744124e-04,\n",
       "        -1.55457892e-02,             nan, -1.83925256e-02,\n",
       "        -1.24027096e-02,             nan,             nan,\n",
       "                    nan, -7.49034400e-04,             nan],\n",
       "...\n",
       "       [            nan,             nan,             nan,\n",
       "        -1.54854609e-02, -1.69553375e-03,  4.53365920e-03,\n",
       "         7.03974394e-03, -1.13511812e-02,  1.00770677e-02,\n",
       "         1.98746230e-02, -7.14639854e-03, -1.53293665e-02],\n",
       "       [            nan,             nan, -1.51925758e-02,\n",
       "        -1.69820413e-02, -9.83067881e-03, -8.95346422e-03,\n",
       "        -9.02914349e-03, -2.44335774e-02, -2.77354172e-03,\n",
       "        -5.47387823e-03, -9.93909780e-03, -2.56742015e-02],\n",
       "       [-1.28025534e-02, -1.86660495e-02, -2.02189796e-02,\n",
       "        -1.82113703e-02, -9.35844332e-03, -3.21244681e-03,\n",
       "        -5.03930170e-03, -1.56597048e-02, -9.59946588e-03,\n",
       "        -1.37146674e-02, -5.82153257e-03, -8.45022220e-03],\n",
       "       [-7.90519547e-03, -1.29587995e-02, -2.06467155e-02,\n",
       "        -2.55961902e-02, -3.70160164e-03,             nan,\n",
       "        -3.73617769e-03, -1.70085784e-02, -1.43147679e-02,\n",
       "        -2.01483481e-02, -7.45081343e-03, -2.54858807e-02],\n",
       "       [-1.56427063e-02, -8.16687196e-03, -7.67677883e-03,\n",
       "        -2.93672159e-02, -6.71407674e-03, -1.07199177e-02,\n",
       "        -1.17848786e-02, -1.83197465e-02, -2.26169452e-02,\n",
       "        -1.00423861e-02,             nan, -4.05756347e-02]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cov_wH2O</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan ... 0.008371787</div><input id='attrs-eaa5c198-62aa-46c7-804f-05d9e78f5316' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-eaa5c198-62aa-46c7-804f-05d9e78f5316' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f02f8d28-69b4-4cfe-8ce4-3f850c053bf6' class='xr-var-data-in' type='checkbox'><label for='data-f02f8d28-69b4-4cfe-8ce4-3f850c053bf6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>kg kg-1 m s-1</dd></dl></div><div class='xr-var-data'><pre>array([[            nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan, -5.04620140e-04,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan, -1.34166284e-03,             nan,\n",
       "        -1.23096211e-03,             nan, -1.59903534e-03,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "...\n",
       "       [            nan,             nan,  4.49396744e-02,\n",
       "         2.38333791e-02,  4.92649972e-02,  6.40190393e-02,\n",
       "         4.25302908e-02,  6.84862435e-02,  5.00149541e-02,\n",
       "         5.12238070e-02,  1.95333436e-02,  1.42210461e-02],\n",
       "       [            nan,             nan,  4.16594781e-02,\n",
       "         1.68198943e-02,  8.38089734e-03,  1.29243322e-02,\n",
       "         4.07004282e-02,  7.56513998e-02,  5.80821857e-02,\n",
       "         4.31061126e-02,  4.35136259e-02,  1.79756619e-02],\n",
       "       [            nan,  2.31924448e-02,  1.57855637e-02,\n",
       "         1.54317310e-02,  7.31586618e-03,  2.67585134e-03,\n",
       "         5.56753064e-03,  1.84533484e-02,  9.81077459e-03,\n",
       "         8.03847611e-03,  6.60775183e-03,  6.75882958e-03],\n",
       "       [            nan,  3.92930163e-03,  7.54524209e-03,\n",
       "         9.37271398e-03,  6.36362704e-04,             nan,\n",
       "         1.10345497e-03,  8.79250187e-03,  6.08288962e-03,\n",
       "         7.65375001e-03,  3.51296132e-03,  6.67201634e-03],\n",
       "       [            nan,  2.15594028e-03,  1.21801090e-03,\n",
       "         1.03162862e-02,  1.34896487e-03,  2.77377153e-03,\n",
       "         4.16592276e-03,  7.32874405e-03,  5.12019871e-03,\n",
       "         3.24542006e-03,  1.10122877e-04,  8.37178715e-03]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cov_wCO2</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan 3.2873006 nan ... nan 4.218367</div><input id='attrs-f5a97936-d45f-4715-8b74-6c0050f20ffb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f5a97936-d45f-4715-8b74-6c0050f20ffb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3c0b15a2-5ffc-40d0-8a8b-a322f05de29b' class='xr-var-data-in' type='checkbox'><label for='data-3c0b15a2-5ffc-40d0-8a8b-a322f05de29b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>mymol mol-1 m s-1</dd></dl></div><div class='xr-var-data'><pre>array([[            nan,  3.28730059e+00,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan,  2.30451946e+01,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan,  1.32027502e+01,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan,  2.11653099e+01,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan,  7.57076740e+00,             nan,\n",
       "         5.54128230e-01,             nan,  9.19121146e-01,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "...\n",
       "       [            nan,             nan, -4.49119663e+00,\n",
       "        -1.01214921e+00, -5.80588150e+00, -2.55977845e+00,\n",
       "        -4.69486094e+00, -5.32074547e+00, -7.07912064e+00,\n",
       "        -7.00255966e+00,             nan, -7.75730133e-01],\n",
       "       [            nan,             nan, -4.59999800e+00,\n",
       "                    nan,  1.92672744e-01,  1.36508870e+00,\n",
       "        -3.28538966e+00,  1.72428250e+00, -6.69720936e+00,\n",
       "        -5.22772551e+00, -1.41662490e+00, -8.01553905e-01],\n",
       "       [            nan, -2.14063525e+00, -1.08271968e+00,\n",
       "         3.29560131e-01,             nan,  4.89657968e-01,\n",
       "        -2.94493198e-01, -9.54952061e-01,             nan,\n",
       "        -5.93063712e-01,  6.42853454e-02, -9.97129261e-01],\n",
       "       [            nan,             nan,  7.67466486e-01,\n",
       "         1.05090034e+00,  1.49166733e-01,             nan,\n",
       "         1.40467063e-01,  3.70452344e-01,  1.49581182e+00,\n",
       "         9.06935751e-01,  4.24648792e-01,  1.62831521e+00],\n",
       "       [            nan,  1.05341423e+00,  5.97324789e-01,\n",
       "         1.39850509e+00,  3.64322275e-01,  2.17067885e+00,\n",
       "         9.76390362e-01,  1.37179875e+00,  2.21238661e+00,\n",
       "         1.01454890e+00,             nan,  4.21836710e+00]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>f_Hs</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan ... nan -46.565163</div><input id='attrs-7174687f-94b6-4e77-bc85-26cedf484cf7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7174687f-94b6-4e77-bc85-26cedf484cf7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c55c354d-8b67-4a18-a76c-1d5e731de79f' class='xr-var-data-in' type='checkbox'><label for='data-c55c354d-8b67-4a18-a76c-1d5e731de79f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>W m-2</dd></dl></div><div class='xr-var-data'><pre>array([[            nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan, -6.92845726e+00,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan, -9.07839584e+00,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan, -4.57089090e+00, -9.33718443e-01,\n",
       "        -1.83390846e+01,             nan, -2.16428127e+01,\n",
       "        -1.46885166e+01,             nan,             nan,\n",
       "                    nan, -8.86054993e-01,             nan],\n",
       "...\n",
       "       [            nan,             nan,             nan,\n",
       "        -1.76991348e+01, -1.93575859e+00,  5.15857029e+00,\n",
       "         8.02156258e+00, -1.29563637e+01,  1.14901991e+01,\n",
       "         2.27169132e+01, -8.15270615e+00, -1.74906044e+01],\n",
       "       [            nan,             nan, -1.73120537e+01,\n",
       "        -1.94268970e+01, -1.12491760e+01, -1.02214003e+01,\n",
       "        -1.02968693e+01, -2.78782940e+01, -3.16085815e+00,\n",
       "        -6.25375462e+00, -1.13329325e+01, -2.93308411e+01],\n",
       "       [-1.45953646e+01, -2.13209286e+01, -2.30757732e+01,\n",
       "        -2.08354187e+01, -1.07159634e+01, -3.67431235e+00,\n",
       "        -5.75023079e+00, -1.78900280e+01, -1.09641228e+01,\n",
       "        -1.56993160e+01, -6.65001297e+00, -9.66143417e+00],\n",
       "       [-9.03874207e+00, -1.48499184e+01, -2.36425343e+01,\n",
       "        -2.93142319e+01, -4.24399328e+00,             nan,\n",
       "        -4.27069998e+00, -1.94736881e+01, -1.63930435e+01,\n",
       "        -2.31194763e+01, -8.52006721e+00, -2.91708431e+01],\n",
       "       [-1.79284019e+01, -9.38732147e+00, -8.81704903e+00,\n",
       "        -3.36896706e+01, -7.71202374e+00, -1.23143950e+01,\n",
       "        -1.35003853e+01, -2.10138702e+01, -2.59593620e+01,\n",
       "        -1.15529890e+01,             nan, -4.65651627e+01]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>f_Hl</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan ... 0.19211948 14.62629</div><input id='attrs-edb03abb-2782-4940-9c0e-603d6fc44f1f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-edb03abb-2782-4940-9c0e-603d6fc44f1f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6f49b3e2-d885-4be3-a500-958fc63eb74f' class='xr-var-data-in' type='checkbox'><label for='data-6f49b3e2-d885-4be3-a500-958fc63eb74f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>W m-2</dd></dl></div><div class='xr-var-data'><pre>array([[            nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan, -9.25528765e-01,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan, -2.45062947e+00,             nan,\n",
       "        -2.22589135e+00,             nan, -2.88232636e+00,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "...\n",
       "       [            nan,             nan,  7.78308487e+01,\n",
       "         4.14269447e+01,  8.55179901e+01,  1.10646217e+02,\n",
       "         7.36204300e+01,  1.18789978e+02,  8.66374359e+01,\n",
       "         8.90296936e+01,  3.38613205e+01,  2.46529007e+01],\n",
       "       [            nan,             nan,  7.21302490e+01,\n",
       "         2.92717953e+01,  1.45914984e+01,  2.24353962e+01,\n",
       "         7.05316620e+01,  1.31176331e+02,  1.00559006e+02,\n",
       "         7.48847885e+01,  7.53953629e+01,  3.12167339e+01],\n",
       "       [            nan,  4.02791023e+01,  2.73893719e+01,\n",
       "         2.68613605e+01,  1.27494707e+01,  4.65699148e+00,\n",
       "         9.65617657e+00,  3.20532112e+01,  1.70357704e+01,\n",
       "         1.40008078e+01,  1.14769678e+01,  1.17511835e+01],\n",
       "       [            nan,  6.85307026e+00,  1.31481476e+01,\n",
       "         1.63367386e+01,  1.11089504e+00,             nan,\n",
       "         1.91819477e+00,  1.53150110e+01,  1.05993147e+01,\n",
       "         1.33729315e+01,  6.11022902e+00,  1.16176109e+01],\n",
       "       [            nan,  3.77508450e+00,  2.13070822e+00,\n",
       "         1.80203342e+01,  2.36042023e+00,  4.85447168e+00,\n",
       "         7.26210356e+00,  1.27962322e+01,  8.94788742e+00,\n",
       "         5.68947983e+00,  1.92119479e-01,  1.46262903e+01]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>f_CO2</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan 3.2873006 nan ... nan 4.218367</div><input id='attrs-fd4fd7dc-1bc3-4037-97e5-c5f7dc9236e8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fd4fd7dc-1bc3-4037-97e5-c5f7dc9236e8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1d6f6a06-5815-469a-a50f-f1b4d6017573' class='xr-var-data-in' type='checkbox'><label for='data-1d6f6a06-5815-469a-a50f-f1b4d6017573' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>W m-2</dd></dl></div><div class='xr-var-data'><pre>array([[            nan,  3.28730059e+00,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan,  2.30451946e+01,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan,  1.32027502e+01,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan,  2.11653099e+01,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan,  7.57076740e+00,             nan,\n",
       "         5.54128230e-01,             nan,  9.19121146e-01,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "...\n",
       "       [            nan,             nan, -4.49119663e+00,\n",
       "        -1.01214921e+00, -5.80588150e+00, -2.55977845e+00,\n",
       "        -4.69486094e+00, -5.32074547e+00, -7.07912064e+00,\n",
       "        -7.00255966e+00,             nan, -7.75730133e-01],\n",
       "       [            nan,             nan, -4.59999800e+00,\n",
       "                    nan,  1.92672744e-01,  1.36508870e+00,\n",
       "        -3.28538966e+00,  1.72428250e+00, -6.69720936e+00,\n",
       "        -5.22772551e+00, -1.41662490e+00, -8.01553905e-01],\n",
       "       [            nan, -2.14063525e+00, -1.08271968e+00,\n",
       "         3.29560131e-01,             nan,  4.89657968e-01,\n",
       "        -2.94493198e-01, -9.54952061e-01,             nan,\n",
       "        -5.93063712e-01,  6.42853454e-02, -9.97129261e-01],\n",
       "       [            nan,             nan,  7.67466486e-01,\n",
       "         1.05090034e+00,  1.49166733e-01,             nan,\n",
       "         1.40467063e-01,  3.70452344e-01,  1.49581182e+00,\n",
       "         9.06935751e-01,  4.24648792e-01,  1.62831521e+00],\n",
       "       [            nan,  1.05341423e+00,  5.97324789e-01,\n",
       "         1.39850509e+00,  3.64322275e-01,  2.17067885e+00,\n",
       "         9.76390362e-01,  1.37179875e+00,  2.21238661e+00,\n",
       "         1.01454890e+00,             nan,  4.21836710e+00]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ustar</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.093750365 nan ... 0.22997157</div><input id='attrs-3397cb31-06b7-4f44-8c0f-f336d188f450' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3397cb31-06b7-4f44-8c0f-f336d188f450' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-52fd8c16-b612-48fc-8b1b-18e1ed495e87' class='xr-var-data-in' type='checkbox'><label for='data-52fd8c16-b612-48fc-8b1b-18e1ed495e87' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m s-1</dd></dl></div><div class='xr-var-data'><pre>array([[0.09375037,        nan, 0.01923697, 0.25794208,        nan,\n",
       "        0.19442374, 0.07164507, 0.03963719, 0.11148091, 0.07212275,\n",
       "               nan, 0.07917352],\n",
       "       [0.10727379, 0.1427455 , 0.10219549, 0.27358556, 0.07273234,\n",
       "        0.2311398 , 0.1123302 , 0.04339921, 0.15400708, 0.12729739,\n",
       "        0.03317366, 0.09783303],\n",
       "       [0.08958915, 0.12040824, 0.16963367, 0.29261762, 0.07266735,\n",
       "        0.16876227, 0.13087496, 0.06167759,        nan, 0.11876539,\n",
       "        0.09412944, 0.10448316],\n",
       "       [0.12765302, 0.10496031, 0.20361759, 0.22012354, 0.09399155,\n",
       "        0.20003524, 0.07691374,        nan, 0.10054126, 0.11328236,\n",
       "        0.0855199 ,        nan],\n",
       "       [0.13202825, 0.10212477, 0.13932177, 0.23331147, 0.12249171,\n",
       "        0.2041314 , 0.16649984,        nan, 0.10465673, 0.17840035,\n",
       "        0.02735147, 0.07585073],\n",
       "       [0.21099834,        nan, 0.18341345, 0.36623484, 0.17388785,\n",
       "        0.24177688, 0.1745859 , 0.11424984, 0.20759076, 0.23573513,\n",
       "        0.0957967 , 0.12884843],\n",
       "       [0.28297997, 0.14226043, 0.33472195, 0.43488973, 0.25433287,\n",
       "        0.38396865, 0.3107323 , 0.29140303, 0.28725538, 0.3000801 ,\n",
       "...\n",
       "        0.5511716 , 0.5389055 , 0.5405261 , 0.6970146 , 0.7054713 ,\n",
       "        0.7166746 , 0.65778136],\n",
       "       [       nan,        nan, 0.583966  , 0.40058082, 0.45837134,\n",
       "        0.5205141 , 0.47204682, 0.62510616, 0.53830826, 0.6335928 ,\n",
       "        0.3357261 , 0.42115226],\n",
       "       [       nan,        nan, 0.5830266 , 0.2935    , 0.4022113 ,\n",
       "        0.4597039 , 0.2869741 , 0.4263562 , 0.3227413 , 0.42047974,\n",
       "        0.26359558, 0.27135918],\n",
       "       [       nan,        nan, 0.4557544 , 0.19070953, 0.16019899,\n",
       "        0.17529015, 0.3586573 , 0.4404443 , 0.46676546, 0.39604264,\n",
       "        0.3353316 , 0.22052464],\n",
       "       [0.20965973, 0.29850438, 0.27095848, 0.22523315, 0.16712111,\n",
       "        0.06759321, 0.12301919, 0.217737  , 0.20864764, 0.23039812,\n",
       "        0.13362037, 0.1396472 ],\n",
       "       [0.10835355, 0.16185555, 0.18716413, 0.2291885 , 0.09406359,\n",
       "        0.02890357, 0.0849238 , 0.16147134, 0.15799339, 0.2110145 ,\n",
       "        0.11227232, 0.1566631 ],\n",
       "       [0.13893752, 0.1264666 , 0.1064809 , 0.25342268, 0.10239778,\n",
       "        0.08178947, 0.14038412, 0.14898054, 0.18543723, 0.10348496,\n",
       "        0.1663326 , 0.22997157]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wstar</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>9.96921e+36 ... 9.96921e+36</div><input id='attrs-3f362b26-5306-477e-8e0a-5ebbb00b4407' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3f362b26-5306-477e-8e0a-5ebbb00b4407' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f4ef1422-a936-4ac8-97e1-550076b3ef22' class='xr-var-data-in' type='checkbox'><label for='data-f4ef1422-a936-4ac8-97e1-550076b3ef22' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m s-1</dd></dl></div><div class='xr-var-data'><pre>array([[9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36],\n",
       "       [9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36],\n",
       "       [9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36],\n",
       "       [9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36],\n",
       "       [9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36],\n",
       "       [9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36],\n",
       "       [9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "...\n",
       "        9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36],\n",
       "       [9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36],\n",
       "       [9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36],\n",
       "       [9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36],\n",
       "       [9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36],\n",
       "       [9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36],\n",
       "       [9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36, 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>R_net</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan ... -77.62585 -81.11471</div><input id='attrs-fd007f2c-005e-47ce-b354-ac5e0e835bc5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fd007f2c-005e-47ce-b354-ac5e0e835bc5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a43bba32-54fe-4a15-832e-6641a81175fa' class='xr-var-data-in' type='checkbox'><label for='data-a43bba32-54fe-4a15-832e-6641a81175fa' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>W m-2</dd></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan,         nan,         nan,         nan,\n",
       "                nan,         nan,         nan,         nan,         nan,\n",
       "                nan,         nan],\n",
       "       [        nan,         nan,         nan,         nan,         nan,\n",
       "                nan,         nan,         nan,         nan,         nan,\n",
       "                nan,         nan],\n",
       "       [        nan,         nan,         nan,         nan,         nan,\n",
       "                nan,         nan,         nan,         nan,         nan,\n",
       "                nan,         nan],\n",
       "       [        nan,         nan,         nan,         nan,         nan,\n",
       "                nan,         nan,         nan,         nan,         nan,\n",
       "                nan,         nan],\n",
       "       [        nan,         nan,         nan,         nan,         nan,\n",
       "                nan,         nan,         nan,         nan,         nan,\n",
       "                nan,         nan],\n",
       "       [        nan,         nan,         nan,         nan,         nan,\n",
       "                nan,         nan,         nan,         nan,         nan,\n",
       "                nan,         nan],\n",
       "       [        nan,         nan,         nan,         nan,         nan,\n",
       "                nan,         nan,         nan,         nan,         nan,\n",
       "...\n",
       "        171.93459  , 234.91971  , 214.05893  , 241.2148   , 306.12308  ,\n",
       "        320.17532  , 271.44403  ],\n",
       "       [        nan,         nan, 272.85532  ,  50.645435 , 132.57182  ,\n",
       "        176.11389  ,  81.91974  , 200.62474  , 238.17561  , 174.96597  ,\n",
       "         90.90979  , 106.220856 ],\n",
       "       [        nan,         nan, 131.77377  ,  22.48656  , -45.602257 ,\n",
       "         62.640274 ,  92.47192  , 132.2395   ,  79.13647  ,  94.23422  ,\n",
       "         30.300285 ,  -4.8150554],\n",
       "       [        nan,         nan,  96.77742  ,  -1.0483862, -45.581795 ,\n",
       "        -41.50636  ,  26.70016  ,  98.18742  ,  89.64637  ,  40.50768  ,\n",
       "         18.813776 , -26.030403 ],\n",
       "       [-32.394657 , -27.53931  ,  -1.0006164, -20.366922 , -48.46221  ,\n",
       "        -45.878193 , -44.75892  , -19.009548 , -42.534504 , -52.11113  ,\n",
       "        -42.21575  , -22.228426 ],\n",
       "       [-82.42799  , -81.26252  , -66.513916 , -66.88984  , -72.689896 ,\n",
       "        -72.98142  , -72.07022  , -69.683304 , -75.725235 , -77.9945   ,\n",
       "        -69.855865 , -67.966675 ],\n",
       "       [-86.205795 , -87.666626 , -83.87823  , -78.232605 , -79.02066  ,\n",
       "        -76.60918  , -79.55066  , -81.03691  , -84.821846 , -82.94849  ,\n",
       "        -77.62585  , -81.11471  ]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghf</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-9.8621435 ... -7.9857564</div><input id='attrs-2aeabfc5-d7d9-4389-a9a0-b707651b1418' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2aeabfc5-d7d9-4389-a9a0-b707651b1418' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e65a2d8a-d05d-4ace-8467-152fc4b1cf5d' class='xr-var-data-in' type='checkbox'><label for='data-e65a2d8a-d05d-4ace-8467-152fc4b1cf5d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>W m-2</dd></dl></div><div class='xr-var-data'><pre>array([[-9.86214352e+00, -1.30708332e+01, -1.37003088e+01,\n",
       "        -3.57653160e+01, -2.15943565e+01, -1.87930565e+01,\n",
       "        -2.15172729e+01, -1.83163204e+01, -1.35236187e+01,\n",
       "        -8.69999981e+00, -3.66000023e+01, -2.25707016e+01],\n",
       "       [-1.05024471e+01, -1.37699690e+01, -1.40674362e+01,\n",
       "        -3.63554916e+01, -2.19767361e+01, -1.91812439e+01,\n",
       "        -2.17760620e+01, -1.83138905e+01, -1.40040340e+01,\n",
       "        -8.69999981e+00,             nan, -2.26715279e+01],\n",
       "       [-1.08871603e+01, -1.40107641e+01, -1.50068302e+01,\n",
       "        -3.70206261e+01, -2.28892593e+01, -1.96451397e+01,\n",
       "        -2.18618126e+01, -1.85809040e+01, -1.43007021e+01,\n",
       "        -8.72570229e+00,             nan, -2.29546680e+01],\n",
       "       [-1.12348433e+01, -1.52639627e+01, -1.55351629e+01,\n",
       "        -3.77420158e+01, -2.27388229e+01, -2.02687435e+01,\n",
       "        -2.18003597e+01, -1.89392357e+01, -1.43118057e+01,\n",
       "        -8.81007004e+00,             nan, -2.24506950e+01],\n",
       "       [-1.11985693e+01, -1.45218678e+01, -1.54489174e+01,\n",
       "        -3.68914375e+01, -2.09641838e+01, -2.05701389e+01,\n",
       "        -2.16378784e+01, -1.87601662e+01, -1.45812426e+01,\n",
       "        -8.89930630e+00, -3.52039986e+01, -2.17809486e+01],\n",
       "...\n",
       "       [            nan,             nan,  7.09759808e+00,\n",
       "         6.03750753e+00,  3.55204630e+00,  1.11212988e+01,\n",
       "         7.70000029e+00,  7.14115715e+00,  7.47916651e+00,\n",
       "         4.59331417e+00,  1.72328603e+00,  6.30090117e-01],\n",
       "       [            nan,             nan,  6.13607216e+00,\n",
       "         3.05568123e+00,  1.23444891e+00,  9.24548626e+00,\n",
       "         7.61250019e+00,  6.71147299e+00,  7.13690901e+00,\n",
       "         3.74242020e+00, -9.77393627e-01, -1.45000005e+00],\n",
       "       [ 5.54636383e+00,  7.20555592e+00,  5.27560616e+00,\n",
       "         6.07254744e-01, -1.11145830e+00,  6.82657385e+00,\n",
       "         4.14329433e+00,  6.35756969e+00,  6.71999121e+00,\n",
       "         3.00937510e+00, -3.02015376e+00, -3.41490102e+00],\n",
       "       [ 5.15126848e+00,  5.81150246e+00,  4.28170061e+00,\n",
       "        -2.35604310e+00, -3.36065292e+00,  4.71385193e+00,\n",
       "         2.15282822e+00,  5.53628874e+00,  5.64583349e+00,\n",
       "         2.23372483e+00, -7.04305553e+00, -5.79023361e+00],\n",
       "       [ 4.36054420e+00,  4.06239653e+00,  3.11060619e+00,\n",
       "        -5.70034742e+00, -5.80702591e+00,  2.43348122e+00,\n",
       "        -8.67002737e-03,  4.02448273e+00,  4.22988319e+00,\n",
       "         1.31389630e+00, -1.09238701e+01, -7.98575640e+00]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>S_store</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-10.726784 ... -28.955198</div><input id='attrs-1c5522b3-e2f5-42e3-a766-aacfe1a74196' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1c5522b3-e2f5-42e3-a766-aacfe1a74196' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4d6a4d6e-2dab-4ac4-a0c9-8134aeaafbba' class='xr-var-data-in' type='checkbox'><label for='data-4d6a4d6e-2dab-4ac4-a0c9-8134aeaafbba' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>W m-2</dd></dl></div><div class='xr-var-data'><pre>array([[-1.07267838e+01, -1.36136427e+01, -1.16484184e+01,\n",
       "        -7.29083061e+00, -1.71479321e+01, -1.40225925e+01,\n",
       "        -1.11343918e+01, -1.06158648e+01, -1.71356068e+01,\n",
       "        -7.64294338e+00, -1.34028616e+01, -1.13186579e+01],\n",
       "       [-1.18489294e+01, -1.15389404e+01, -1.51138897e+01,\n",
       "        -8.48791218e+00, -2.41286716e+01, -1.48383732e+01,\n",
       "        -1.21932058e+01, -1.31677437e+01, -1.70099449e+01,\n",
       "        -8.51518059e+00,             nan, -1.44152098e+01],\n",
       "       [-1.14467649e+01, -7.39772415e+00, -1.60964184e+01,\n",
       "        -8.67838001e+00, -1.74895420e+01, -1.67823677e+01,\n",
       "        -1.19741793e+01, -1.49801044e+01, -1.01838427e+01,\n",
       "        -7.55088091e+00,             nan, -1.04455099e+01],\n",
       "       [-1.14427595e+01, -5.52009296e+00, -1.36556683e+01,\n",
       "        -9.50085449e+00, -7.03832102e+00, -1.68092442e+01,\n",
       "        -8.13523102e+00, -1.06416273e+01, -1.53656797e+01,\n",
       "        -8.38987446e+00,             nan, -7.66809893e+00],\n",
       "       [-1.03026295e+01, -5.72938108e+00, -9.08625698e+00,\n",
       "        -5.96026230e+00,  1.59204693e+01, -1.42374773e+01,\n",
       "        -5.23139238e+00, -4.95463896e+00, -1.21108818e+01,\n",
       "        -7.61100435e+00, -2.28166699e+00, -3.23151302e+00],\n",
       "...\n",
       "       [            nan,             nan, -3.85688758e+00,\n",
       "        -8.89129448e+00, -1.88892727e+01, -4.68918419e+00,\n",
       "        -2.35682564e+01, -7.15185642e-01, -4.06007671e+00,\n",
       "        -1.29101019e+01, -3.40801277e+01, -3.26759186e+01],\n",
       "       [            nan,             nan, -5.29176998e+00,\n",
       "        -1.03832283e+01, -4.61400986e+01, -1.18751478e+01,\n",
       "        -2.10573063e+01, -8.31072211e-01, -3.43868828e+00,\n",
       "        -1.28444996e+01, -2.43038425e+01, -2.41620255e+01],\n",
       "       [ 9.30421770e-01, -6.06070518e+00, -6.88170719e+00,\n",
       "        -1.04153032e+01, -3.88342400e+01, -1.61738987e+01,\n",
       "        -1.96202850e+01, -4.39664221e+00, -1.31147127e+01,\n",
       "        -1.27514181e+01, -2.68525944e+01, -2.91993618e+01],\n",
       "       [-1.41190708e+00, -1.17922916e+01, -9.49031353e+00,\n",
       "        -1.14845877e+01, -4.61850853e+01, -1.72905922e+01,\n",
       "        -2.40590820e+01, -1.23203297e+01, -1.95676174e+01,\n",
       "        -1.57158241e+01, -3.36021576e+01, -2.93010254e+01],\n",
       "       [-4.45023870e+00, -1.25078964e+01, -1.22927399e+01,\n",
       "        -1.37066698e+01, -4.73273277e+01, -2.15780659e+01,\n",
       "        -2.46553497e+01, -1.73974895e+01, -2.40629768e+01,\n",
       "        -1.85399818e+01, -3.59081078e+01, -2.89551983e+01]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T_store</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan -2.380881 ... -17.578283</div><input id='attrs-fbb4e912-edf5-4089-94d7-71c685081d21' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fbb4e912-edf5-4089-94d7-71c685081d21' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e1f523f0-681b-421b-bcdf-7df7f7c24300' class='xr-var-data-in' type='checkbox'><label for='data-e1f523f0-681b-421b-bcdf-7df7f7c24300' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>W m-2</dd></dl></div><div class='xr-var-data'><pre>array([[            nan, -2.38088107e+00,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan, -6.53924084e+00,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan, -7.31380033e+00,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan,  9.46354485e+00,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan,  1.11859550e+01,  1.54837198e+01,\n",
       "         2.14023914e+01,  2.54750233e+01,  1.82740803e+01,\n",
       "         2.75416718e+01,             nan,             nan,\n",
       "                    nan,  9.68119860e-01,             nan],\n",
       "...\n",
       "       [            nan,             nan, -1.03826084e+01,\n",
       "        -2.27321110e+01, -1.54542246e+01, -1.92394428e+01,\n",
       "                    nan, -7.01709604e+00,             nan,\n",
       "                    nan,  2.48527765e+00, -1.77503796e+01],\n",
       "       [            nan,             nan, -1.93128657e+00,\n",
       "        -1.05928888e+01, -1.60958099e+01, -2.42212143e+01,\n",
       "                    nan, -1.96278501e+00,             nan,\n",
       "                    nan, -1.02798977e+01, -1.29668617e+01],\n",
       "       [-2.05880604e+01, -1.99084721e+01, -2.06337700e+01,\n",
       "        -1.29225216e+01, -1.50601864e+01, -1.25745592e+01,\n",
       "        -2.60285263e+01, -3.20634727e+01,             nan,\n",
       "                    nan, -1.51853943e+01, -8.56536007e+00],\n",
       "       [-3.07468987e+01, -1.97605782e+01, -2.16190414e+01,\n",
       "        -1.57329473e+01, -2.16869831e+01, -2.23885441e+01,\n",
       "        -2.17179966e+01, -1.27514887e+01,             nan,\n",
       "                    nan, -1.91412296e+01, -1.91377354e+01],\n",
       "       [-1.49319277e+01, -1.68243217e+01, -1.76772308e+01,\n",
       "        -1.75642529e+01, -1.18118792e+01, -1.48204174e+01,\n",
       "        -8.05565548e+00, -2.70389786e+01,             nan,\n",
       "                    nan, -2.28175640e+01, -1.75782833e+01]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Q_store</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan -0.68177795 ... -6.606099</div><input id='attrs-e0b38b33-bbf4-49df-aaa7-fb616e421076' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e0b38b33-bbf4-49df-aaa7-fb616e421076' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-12c00e02-eb5a-4cd4-8b3a-2ef215cdf097' class='xr-var-data-in' type='checkbox'><label for='data-12c00e02-eb5a-4cd4-8b3a-2ef215cdf097' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>W m-2</dd></dl></div><div class='xr-var-data'><pre>array([[            nan, -6.81777954e-01,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan, -4.32904291e+00,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan, -4.92925024e+00,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan,  7.13495922e+00,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan,\n",
       "                    nan,             nan,             nan],\n",
       "       [            nan,  8.01424408e+00,  1.03935413e+01,\n",
       "         1.29061890e+01,  1.73533688e+01,  1.10097132e+01,\n",
       "         1.94501724e+01,             nan,             nan,\n",
       "                    nan,  5.51224291e-01,             nan],\n",
       "...\n",
       "       [            nan,             nan,  1.68128526e+00,\n",
       "         1.18405991e+01,  7.12758255e+00, -2.99486816e-01,\n",
       "                    nan,  2.31806684e+00,             nan,\n",
       "                    nan,  8.49219227e+00,  1.25231638e+01],\n",
       "       [            nan,             nan,  9.41942155e-01,\n",
       "        -9.08282459e-01,  2.90007210e+00,  7.89869308e+00,\n",
       "                    nan,  8.01497841e+00,             nan,\n",
       "                    nan,  1.29293001e+00,  1.76823497e+00],\n",
       "       [ 1.03267832e+01, -1.31717515e+00,  5.66362524e+00,\n",
       "         1.02214134e+00,  6.10943651e+00, -1.17156649e+00,\n",
       "         7.34089279e+00,  2.23712635e+00,             nan,\n",
       "                    nan,  2.78308058e+00, -7.37094209e-02],\n",
       "       [ 6.37489617e-01,  3.78102589e+00, -3.65660489e-01,\n",
       "        -6.38910198e+00,  3.20327377e+00, -4.56544697e-01,\n",
       "        -4.37448740e+00, -9.71916771e+00,             nan,\n",
       "                    nan, -1.80452800e+00, -3.05654120e+00],\n",
       "       [-3.35386992e-01,  4.88512897e+00, -7.35274076e-01,\n",
       "        -7.87816620e+00, -3.83370447e+00, -9.15986443e+00,\n",
       "        -5.50639582e+00, -4.03046799e+00,             nan,\n",
       "                    nan, -5.12349319e+00, -6.60609913e+00]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>u</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-0.82647675 ... -1.487267</div><input id='attrs-a0d8bb1c-1c7c-4709-ab87-03941f607a6b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a0d8bb1c-1c7c-4709-ab87-03941f607a6b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4bec77f2-151a-4057-9617-d9838105dc8f' class='xr-var-data-in' type='checkbox'><label for='data-4bec77f2-151a-4057-9617-d9838105dc8f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m s-1</dd></dl></div><div class='xr-var-data'><pre>array([[-0.82647675, -0.58485526, -1.0604352 , -1.7615781 , -1.4202608 ,\n",
       "        -1.6837783 , -2.8585348 , -1.7863522 , -2.0080674 , -2.2629259 ,\n",
       "        -1.7793951 , -1.0086986 ],\n",
       "       [-1.8295692 , -0.45690924, -1.6378726 , -1.8532403 , -2.0378685 ,\n",
       "        -1.721609  , -2.9101133 , -2.3583744 , -2.283595  , -2.50227   ,\n",
       "        -2.4307272 , -1.4544593 ],\n",
       "       [-1.3521236 , -0.46361667, -1.5221937 , -1.8451232 , -2.0979629 ,\n",
       "        -1.6087674 , -3.0670805 , -2.3463743 , -2.0101845 , -2.1487308 ,\n",
       "        -3.0493135 , -1.653767  ],\n",
       "       [-1.1067638 , -0.31267878, -1.5158584 , -1.9775388 , -2.2882118 ,\n",
       "        -1.7423071 , -2.1630456 , -1.1969485 , -1.274327  , -1.7171286 ,\n",
       "        -2.4591808 , -1.343348  ],\n",
       "       [-1.0228809 , -0.26542595, -1.2571003 , -1.558486  , -1.9198703 ,\n",
       "        -1.6492918 , -2.4437253 , -1.5336677 , -1.2724992 , -1.7535286 ,\n",
       "        -1.7354118 , -0.989794  ],\n",
       "       [-0.9140722 , -0.4190965 , -0.9910868 , -1.685373  , -1.7759676 ,\n",
       "        -1.3426619 , -2.4732685 , -1.2518556 , -1.406571  , -1.6592844 ,\n",
       "        -1.9499251 , -1.1368673 ],\n",
       "       [-1.2174531 , -0.68251055, -1.3292371 , -1.8038867 , -1.9798834 ,\n",
       "        -1.7036308 , -2.2825625 , -1.9689193 , -1.5014542 , -2.0191884 ,\n",
       "...\n",
       "        -0.73185414, -1.3921949 , -1.7047492 , -0.5389717 ,  0.11221074,\n",
       "        -0.622165  , -0.71193653],\n",
       "       [        nan,         nan, -0.29738137, -0.69172466, -1.1011517 ,\n",
       "        -0.9639895 , -1.6291395 , -0.448353  , -0.70672214, -1.3995003 ,\n",
       "        -0.91611534, -0.6411183 ],\n",
       "       [-0.7623529 , -0.32355642, -0.92520916,  0.2929033 ,  0.26573753,\n",
       "         0.07480388, -0.5201356 , -1.057067  , -1.7615018 , -0.9364284 ,\n",
       "        -0.58287287, -0.12474636],\n",
       "       [-0.7622695 , -0.32348287, -0.8673969 , -0.3645467 ,  0.01640118,\n",
       "        -0.1119449 , -0.84063226, -0.3596591 , -1.3625336 , -0.9324466 ,\n",
       "        -0.7981331 , -0.66801906],\n",
       "       [-0.5845784 , -0.89576584, -0.8555803 , -0.6475038 , -0.67161727,\n",
       "        -0.43900153, -0.80334616, -1.3403406 , -1.1401454 , -0.8634343 ,\n",
       "        -0.9999993 , -0.7300415 ],\n",
       "       [-1.3022702 , -0.71518844, -1.1875821 , -1.1680503 , -0.98973525,\n",
       "        -0.5331782 , -1.7850555 , -1.6150831 , -1.4270905 , -1.1647261 ,\n",
       "        -1.1574901 , -1.2130876 ],\n",
       "       [-1.9928561 , -1.10395   , -1.3010883 , -1.2279037 , -1.4452604 ,\n",
       "        -1.0908021 , -2.385302  , -2.048713  , -1.7530618 , -1.5409375 ,\n",
       "        -1.2981207 , -1.487267  ]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>v</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-0.35459593 ... 1.6453543</div><input id='attrs-598f72b1-87f2-436d-a6ce-7bf5cee2bfd5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-598f72b1-87f2-436d-a6ce-7bf5cee2bfd5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-33cb9fdd-9646-4d8b-bbb8-158a9bd842d0' class='xr-var-data-in' type='checkbox'><label for='data-33cb9fdd-9646-4d8b-bbb8-158a9bd842d0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m s-1</dd></dl></div><div class='xr-var-data'><pre>array([[-3.54595929e-01, -5.48598468e-01, -1.99683577e-01,\n",
       "         6.07142091e-01,  6.25904500e-01,  6.12706661e-01,\n",
       "         2.43031606e-01,  2.52318708e-03,  1.03068724e-01,\n",
       "         6.13008797e-01,  5.22333346e-02, -1.33048519e-02],\n",
       "       [-3.09807569e-01, -5.14608324e-01, -5.02122998e-01,\n",
       "         7.22767174e-01, -2.35492084e-02,  4.24130023e-01,\n",
       "        -2.36369208e-01, -6.41215265e-01,  2.79019289e-02,\n",
       "         5.31223595e-01,  1.52601466e-01, -6.41888082e-02],\n",
       "       [-8.41946661e-01, -6.71131968e-01, -9.01772380e-01,\n",
       "         1.85081959e-01, -2.41940826e-01, -2.34443322e-02,\n",
       "        -7.62184620e-01, -7.81195760e-01, -3.73058766e-01,\n",
       "        -3.88947176e-03, -6.24626875e-01, -4.50303435e-01],\n",
       "       [-7.66932964e-01, -6.31413519e-01, -8.67221653e-01,\n",
       "        -7.82071576e-02, -2.96551317e-01, -1.08537145e-01,\n",
       "        -2.03384653e-01, -1.68576930e-02, -3.48770410e-01,\n",
       "         1.52975008e-01, -6.56131983e-01, -2.77899921e-01],\n",
       "       [-1.89040795e-01, -3.27577382e-01, -1.97699726e-01,\n",
       "         2.92986363e-01, -3.74441221e-02,  2.92891413e-01,\n",
       "        -8.12905490e-01, -6.57366812e-01,  1.43558830e-01,\n",
       "         2.84271538e-01, -3.26959491e-01, -2.99959362e-01],\n",
       "...\n",
       "       [ 1.36110163e+00,  1.76942515e+00,  1.87268233e+00,\n",
       "         2.37004995e+00,  2.14897251e+00,  1.76685774e+00,\n",
       "         2.03723955e+00,  2.52408051e+00,  2.13555908e+00,\n",
       "         1.71048915e+00,  2.58922219e+00,  2.39097285e+00],\n",
       "       [ 1.36108696e+00,  1.76944029e+00,  1.61815763e+00,\n",
       "         2.01316166e+00,  2.01053286e+00,  1.67488813e+00,\n",
       "         2.44001365e+00,  1.90095353e+00,  1.99684930e+00,\n",
       "         1.72722101e+00,  2.18161917e+00,  1.99301946e+00],\n",
       "       [ 1.79303074e+00,  1.86586773e+00,  1.39338255e+00,\n",
       "         1.91563153e+00,  1.92045879e+00,  1.11575258e+00,\n",
       "         2.46576381e+00,  1.97951210e+00,  1.79107010e+00,\n",
       "         1.73992717e+00,  1.93881369e+00,  1.66014028e+00],\n",
       "       [ 1.80333817e+00,  1.52714217e+00,  1.40662086e+00,\n",
       "         1.98556674e+00,  1.73925328e+00,  1.00663590e+00,\n",
       "         2.15568256e+00,  2.36658430e+00,  1.90285730e+00,\n",
       "         1.67987299e+00,  1.97125816e+00,  1.49946094e+00],\n",
       "       [ 1.63474965e+00,  9.86356437e-01,  1.12725461e+00,\n",
       "         1.93959928e+00,  1.82649469e+00,  1.05498922e+00,\n",
       "         1.99306583e+00,  2.06232309e+00,  1.66648614e+00,\n",
       "         1.32451963e+00,  1.53503692e+00,  1.64535427e+00]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>w</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-0.021794753 ... -0.011205262</div><input id='attrs-d155827d-c036-4476-8052-32e2f31a88e2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d155827d-c036-4476-8052-32e2f31a88e2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-12138e94-22d7-49a9-9e6b-df655cfd03db' class='xr-var-data-in' type='checkbox'><label for='data-12138e94-22d7-49a9-9e6b-df655cfd03db' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m s-1</dd></dl></div><div class='xr-var-data'><pre>array([[-2.17947531e-02,  2.52656005e-02,  1.51592470e-03,\n",
       "        -9.40637663e-03,  5.31623624e-02,  2.86867041e-02,\n",
       "         1.72674962e-04,  7.84104466e-02, -5.82844578e-03,\n",
       "         1.04645463e-02, -3.46050374e-02,  1.25264050e-02],\n",
       "       [-5.32556362e-02,  1.44548208e-01, -3.42316017e-03,\n",
       "         1.83176026e-02,  9.16548222e-02,  5.31657748e-02,\n",
       "        -1.79384239e-02,  7.02219233e-02, -1.98988728e-02,\n",
       "        -2.18024757e-02, -3.63605544e-02,  5.56216836e-02],\n",
       "       [-1.15356863e-01,  1.64874300e-01, -5.06429449e-02,\n",
       "         3.13756205e-02,  8.64282995e-02,  3.68915498e-02,\n",
       "        -3.53001654e-02,  8.20052698e-02, -2.73723025e-02,\n",
       "         2.38746144e-02, -3.79594304e-02,  8.62262994e-02],\n",
       "       [-7.57666975e-02,  7.48280883e-02, -3.40394527e-02,\n",
       "         2.59987079e-02,  1.11174710e-01,  2.85156332e-02,\n",
       "         3.62426625e-03,  5.32201529e-02, -3.66803594e-02,\n",
       "         3.07133906e-02, -2.94942427e-02,  3.18149850e-02],\n",
       "       [-3.65878493e-02,  1.24070190e-01,  5.93902590e-03,\n",
       "         1.37067642e-02,  8.00442472e-02,  4.57599834e-02,\n",
       "        -1.84579957e-02,  7.86336660e-02,  4.13292274e-02,\n",
       "        -2.34787073e-02, -6.67356281e-03,  6.78076316e-03],\n",
       "...\n",
       "       [ 6.23943985e-01, -2.14304984e-01,  1.70346603e-01,\n",
       "         2.52991226e-02, -1.11225061e-02,  1.22386083e-01,\n",
       "         3.59335355e-02,  4.94773164e-02, -4.87289466e-02,\n",
       "         1.22022685e-02, -1.39229437e-02, -2.55337004e-02],\n",
       "       [ 6.23836756e-01, -2.14350045e-01,  1.28262252e-01,\n",
       "         6.60146549e-02, -1.72433462e-02,  4.65885997e-02,\n",
       "        -2.08801311e-02,  1.09280363e-01,  9.46709588e-02,\n",
       "         1.49287200e-02,  4.95823845e-02,  3.00140139e-02],\n",
       "       [ 1.42432809e-01, -1.33639693e-01,  1.17140435e-01,\n",
       "         5.73070459e-02,  3.29055153e-02,  3.40791270e-02,\n",
       "         6.08075364e-03,  5.17397262e-02,  7.93903396e-02,\n",
       "        -9.87631083e-02,  1.94063492e-03,  6.35312358e-03],\n",
       "       [ 2.06431791e-01, -9.33695957e-02,  1.17955856e-01,\n",
       "         1.05728813e-01,  7.01583177e-02,  8.03319551e-03,\n",
       "        -1.63165033e-02,  5.67483157e-02,  8.36209059e-02,\n",
       "        -3.19022462e-02,  6.02212874e-03, -4.80115041e-02],\n",
       "       [ 2.42639348e-01, -3.59956287e-02,  9.64454636e-02,\n",
       "         8.02478716e-02,  9.55599621e-02,  5.33232428e-02,\n",
       "        -1.95502248e-02,  9.27891210e-02,  7.25731924e-02,\n",
       "        -1.82666872e-02,  3.93247940e-02, -1.12052616e-02]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>283.0763 281.3218 ... 291.24847</div><input id='attrs-f3b8089a-de5b-417e-bf25-f009455ab9f2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f3b8089a-de5b-417e-bf25-f009455ab9f2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f96fd6b5-a20e-47fd-841c-371e68a30a04' class='xr-var-data-in' type='checkbox'><label for='data-f96fd6b5-a20e-47fd-841c-371e68a30a04' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>K</dd></dl></div><div class='xr-var-data'><pre>array([[283.0763 , 281.3218 , 283.24124, 283.53183, 282.8727 , 284.12192,\n",
       "        283.26776, 281.8691 , 282.88474, 282.82004, 283.0667 , 282.73038],\n",
       "       [282.93045, 281.32565, 282.65182, 283.5324 , 282.45013, 283.98026,\n",
       "        282.98456, 281.53287, 282.46906, 282.32004, 283.08322, 282.81845],\n",
       "       [281.98074, 280.97485, 282.1204 , 283.27975, 282.13968, 283.71835,\n",
       "        282.54224, 281.74564, 282.4365 , 282.33243, 283.19403, 283.12317],\n",
       "       [282.0563 , 281.1197 , 282.20703, 283.35333, 282.3128 , 284.0101 ,\n",
       "        282.2827 , 281.52493, 281.98004, 282.62738, 282.9421 , 283.08203],\n",
       "       [282.80853, 282.0439 , 282.7158 , 283.93585, 282.9049 , 284.6227 ,\n",
       "        283.1121 , 282.00165, 282.99094, 282.9243 , 283.2859 , 282.9505 ],\n",
       "       [284.06583, 283.31238, 284.0938 , 284.62076, 284.20865, 285.39474,\n",
       "        284.01385, 282.67883, 284.23596, 283.8964 , 284.0174 , 284.23013],\n",
       "       [285.38593, 284.832  , 285.76364, 285.44614, 285.20016, 286.14423,\n",
       "        285.0062 , 284.54242, 285.4694 , 284.9345 , 285.24942, 285.7492 ],\n",
       "       [286.73944, 286.2959 , 287.02466, 286.3576 , 286.1564 , 287.0902 ,\n",
       "        286.31223, 285.78683, 286.21936, 285.93896, 286.39252, 286.83704],\n",
       "       [287.73593, 287.18716, 287.97757, 287.30444, 287.14987, 287.94376,\n",
       "        287.32764, 286.86356, 287.32895, 286.7659 , 287.66534, 288.17453],\n",
       "       [288.60684, 287.82645, 288.759  , 288.14703, 287.8543 , 288.90518,\n",
       "        288.29092, 288.05978, 288.3165 , 287.8847 , 288.51028, 288.98224],\n",
       "...\n",
       "        293.42725, 292.98108, 293.2381 , 292.34756, 293.26526, 293.8323 ],\n",
       "       [      nan,       nan, 293.6471 , 293.10907, 293.25476, 294.16742,\n",
       "        293.14868, 293.0689 , 293.40866, 292.8393 , 293.51904, 293.92282],\n",
       "       [      nan,       nan, 293.78302, 292.86832, 292.86856, 293.81683,\n",
       "        293.4158 , 292.83218, 293.46503, 292.8646 , 293.66385, 293.95035],\n",
       "       [      nan,       nan, 293.84753, 292.924  , 292.65024, 293.6915 ,\n",
       "        293.4308 , 292.63486, 293.20517, 292.9344 , 293.69595, 294.04483],\n",
       "       [      nan,       nan, 293.64835, 292.5044 , 292.5384 , 293.72952,\n",
       "        292.9438 , 293.08533, 293.49115, 292.82648, 293.44308, 293.5243 ],\n",
       "       [293.06842, 293.0334 , 293.27353, 292.3309 , 292.55585, 293.60394,\n",
       "        293.48038, 293.10272, 293.34216, 292.4249 , 293.13495, 293.27557],\n",
       "       [293.0684 , 293.0334 , 293.2277 , 291.9872 , 291.84082, 292.5021 ,\n",
       "        293.172  , 293.04282, 293.3534 , 292.43347, 293.10782, 292.7502 ],\n",
       "       [293.04117, 292.58405, 292.69193, 291.90128, 291.5615 , 291.84207,\n",
       "        292.9423 , 292.57788, 292.62695, 291.80728, 292.51535, 292.42288],\n",
       "       [292.1484 , 291.54938, 291.67572, 291.55768, 291.1182 , 291.31842,\n",
       "        292.36914, 291.964  , 291.76086, 291.01495, 292.1398 , 292.00583],\n",
       "       [291.41675, 290.62607, 290.7679 , 291.0561 , 290.57855, 290.50912,\n",
       "        291.73727, 291.37604, 291.08694, 290.22614, 291.43445, 291.24847]],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>q</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan 11.239947 ... 14.491939</div><input id='attrs-1a65f784-8702-4af0-9656-7a1f4b54d09e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1a65f784-8702-4af0-9656-7a1f4b54d09e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5891c94f-3763-4ac3-bb2d-30c02457ca04' class='xr-var-data-in' type='checkbox'><label for='data-5891c94f-3763-4ac3-bb2d-30c02457ca04' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>g/Kg</dd></dl></div><div class='xr-var-data'><pre>array([[       nan, 11.239947 ,        nan,        nan,        nan,\n",
       "               nan,        nan,        nan,        nan,        nan,\n",
       "               nan,        nan],\n",
       "       [       nan, 11.208377 ,        nan,        nan,        nan,\n",
       "               nan,        nan,        nan,        nan,        nan,\n",
       "               nan,        nan],\n",
       "       [       nan, 10.967889 ,        nan,        nan,        nan,\n",
       "               nan,        nan,        nan,        nan,        nan,\n",
       "               nan,        nan],\n",
       "       [       nan, 11.02224  ,        nan,        nan,        nan,\n",
       "               nan,        nan,        nan,        nan,        nan,\n",
       "               nan,        nan],\n",
       "       [       nan, 11.699471 ,        nan, 12.658144 ,        nan,\n",
       "        12.705285 ,        nan,        nan,        nan,        nan,\n",
       "               nan,        nan],\n",
       "       [       nan, 12.4185   , 12.671237 , 12.972018 , 12.549968 ,\n",
       "        13.058675 , 12.832227 ,        nan,        nan,        nan,\n",
       "        12.451522 ,        nan],\n",
       "       [       nan, 13.094429 , 13.374624 , 12.955726 , 13.083046 ,\n",
       "        13.030508 , 13.288236 , 12.92501  ,        nan, 12.791448 ,\n",
       "...\n",
       "        14.018027 , 13.963161 , 13.585394 , 13.23452  , 13.572907 ,\n",
       "        13.373974 , 13.734093 ],\n",
       "       [       nan,        nan, 13.949611 , 14.190977 , 14.09311  ,\n",
       "        14.248162 , 13.965388 , 13.668259 , 13.3868265, 13.551359 ,\n",
       "        13.54256  , 13.75888  ],\n",
       "       [       nan,        nan, 14.030002 , 14.347928 , 14.371952 ,\n",
       "        14.483654 , 14.582979 , 13.873559 , 13.352215 , 13.828813 ,\n",
       "        13.648074 , 13.725315 ],\n",
       "       [       nan,        nan, 14.298486 , 14.445516 , 14.352967 ,\n",
       "        14.740777 , 14.61171  , 14.240113 , 13.626987 , 14.059791 ,\n",
       "        14.043915 , 14.060674 ],\n",
       "       [       nan, 14.653544 , 14.483868 , 14.464953 , 14.515905 ,\n",
       "        15.07643  , 14.646345 , 14.516931 , 13.880861 , 14.161296 ,\n",
       "        14.181963 , 14.385641 ],\n",
       "       [       nan, 14.947956 , 14.622648 , 14.608544 , 14.740288 ,\n",
       "        15.285426 , 14.823956 , 14.4030695, 14.17586  , 14.448559 ,\n",
       "        14.395013 , 14.696388 ],\n",
       "       [       nan, 15.060954 , 14.683803 , 14.546921 , 14.656235 ,\n",
       "        15.1428385, 14.671518 , 14.404859 , 14.114041 , 14.492407 ,\n",
       "        14.322884 , 14.491939 ]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>year</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>2019.0 2019.0 ... 2019.0 2019.0</div><input id='attrs-cb3bf9a9-badf-4e1e-afe8-974ca452fb93' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cb3bf9a9-badf-4e1e-afe8-974ca452fb93' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8074365e-c91b-4f27-a1ff-adf2e5059ba7' class='xr-var-data-in' type='checkbox'><label for='data-8074365e-c91b-4f27-a1ff-adf2e5059ba7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>YYYY</dd></dl></div><div class='xr-var-data'><pre>array([[2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019.,\n",
       "        2019., 2019., 2019.],\n",
       "       [2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019.,\n",
       "        2019., 2019., 2019.],\n",
       "       [2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019.,\n",
       "        2019., 2019., 2019.],\n",
       "       [2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019.,\n",
       "        2019., 2019., 2019.],\n",
       "       [2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019.,\n",
       "        2019., 2019., 2019.],\n",
       "       [2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019.,\n",
       "        2019., 2019., 2019.],\n",
       "       [2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019.,\n",
       "        2019., 2019., 2019.],\n",
       "       [2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019.,\n",
       "        2019., 2019., 2019.],\n",
       "       [2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019.,\n",
       "        2019., 2019., 2019.],\n",
       "       [2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019.,\n",
       "        2019., 2019., 2019.],\n",
       "...\n",
       "       [2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019.,\n",
       "        2019., 2019., 2019.],\n",
       "       [2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019.,\n",
       "        2019., 2019., 2019.],\n",
       "       [2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019.,\n",
       "        2019., 2019., 2019.],\n",
       "       [2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019.,\n",
       "        2019., 2019., 2019.],\n",
       "       [2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019.,\n",
       "        2019., 2019., 2019.],\n",
       "       [2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019.,\n",
       "        2019., 2019., 2019.],\n",
       "       [2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019.,\n",
       "        2019., 2019., 2019.],\n",
       "       [2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019.,\n",
       "        2019., 2019., 2019.],\n",
       "       [2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019.,\n",
       "        2019., 2019., 2019.],\n",
       "       [2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019., 2019.,\n",
       "        2019., 2019., 2019.]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>month</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>8.0 8.0 8.0 8.0 ... 8.0 8.0 8.0 8.0</div><input id='attrs-05002811-a8b3-4d01-a0ac-10e93f7049e3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-05002811-a8b3-4d01-a0ac-10e93f7049e3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8b278a86-45cb-4395-86f9-e2223d6a51ff' class='xr-var-data-in' type='checkbox'><label for='data-8b278a86-45cb-4395-86f9-e2223d6a51ff' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>MM</dd></dl></div><div class='xr-var-data'><pre>array([[8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "...\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.],\n",
       "       [8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8., 8.]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>day</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>23.0 23.0 23.0 ... 25.0 25.0 25.0</div><input id='attrs-32099db4-2d99-490f-bbf2-a4577443cad2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-32099db4-2d99-490f-bbf2-a4577443cad2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b3285cb4-428b-40c5-ad76-c7ecaa605ac3' class='xr-var-data-in' type='checkbox'><label for='data-b3285cb4-428b-40c5-ad76-c7ecaa605ac3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>DD</dd></dl></div><div class='xr-var-data'><pre>array([[23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23.],\n",
       "       [23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23.],\n",
       "       [23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23.],\n",
       "       [23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23.],\n",
       "       [23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23.],\n",
       "       [23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23.],\n",
       "       [23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23.],\n",
       "       [23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23.],\n",
       "       [23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23.],\n",
       "       [23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23.],\n",
       "       [23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23.],\n",
       "       [23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23.],\n",
       "       [23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23.],\n",
       "       [23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23.],\n",
       "       [23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23.],\n",
       "       [23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23.],\n",
       "       [23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23.],\n",
       "       [23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23.],\n",
       "       [23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23.],\n",
       "       [23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23.],\n",
       "...\n",
       "       [24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24.],\n",
       "       [24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24.],\n",
       "       [24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24.],\n",
       "       [24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24.],\n",
       "       [24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24.],\n",
       "       [24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24.],\n",
       "       [24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24.],\n",
       "       [24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24.],\n",
       "       [24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24.],\n",
       "       [24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24.],\n",
       "       [24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24.],\n",
       "       [24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24.],\n",
       "       [24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24.],\n",
       "       [24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24.],\n",
       "       [24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24.],\n",
       "       [24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24., 24.],\n",
       "       [25., 25., 25., 25., 25., 25., 25., 25., 25., 25., 25., 25.],\n",
       "       [25., 25., 25., 25., 25., 25., 25., 25., 25., 25., 25., 25.],\n",
       "       [25., 25., 25., 25., 25., 25., 25., 25., 25., 25., 25., 25.]],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>DOY</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>235.0 235.0 235.0 ... 237.0 237.0</div><input id='attrs-04efc244-ce6e-4a2a-8ab0-5e2f23f98d34' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-04efc244-ce6e-4a2a-8ab0-5e2f23f98d34' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c2d88b15-1eb9-47cd-a834-9a9a5d26a617' class='xr-var-data-in' type='checkbox'><label for='data-c2d88b15-1eb9-47cd-a834-9a9a5d26a617' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>array([[235., 235., 235., 235., 235., 235., 235., 235., 235., 235., 235.,\n",
       "        235.],\n",
       "       [235., 235., 235., 235., 235., 235., 235., 235., 235., 235., 235.,\n",
       "        235.],\n",
       "       [235., 235., 235., 235., 235., 235., 235., 235., 235., 235., 235.,\n",
       "        235.],\n",
       "       [235., 235., 235., 235., 235., 235., 235., 235., 235., 235., 235.,\n",
       "        235.],\n",
       "       [235., 235., 235., 235., 235., 235., 235., 235., 235., 235., 235.,\n",
       "        235.],\n",
       "       [235., 235., 235., 235., 235., 235., 235., 235., 235., 235., 235.,\n",
       "        235.],\n",
       "       [235., 235., 235., 235., 235., 235., 235., 235., 235., 235., 235.,\n",
       "        235.],\n",
       "       [235., 235., 235., 235., 235., 235., 235., 235., 235., 235., 235.,\n",
       "        235.],\n",
       "       [235., 235., 235., 235., 235., 235., 235., 235., 235., 235., 235.,\n",
       "        235.],\n",
       "       [235., 235., 235., 235., 235., 235., 235., 235., 235., 235., 235.,\n",
       "        235.],\n",
       "...\n",
       "       [236., 236., 236., 236., 236., 236., 236., 236., 236., 236., 236.,\n",
       "        236.],\n",
       "       [236., 236., 236., 236., 236., 236., 236., 236., 236., 236., 236.,\n",
       "        236.],\n",
       "       [236., 236., 236., 236., 236., 236., 236., 236., 236., 236., 236.,\n",
       "        236.],\n",
       "       [236., 236., 236., 236., 236., 236., 236., 236., 236., 236., 236.,\n",
       "        236.],\n",
       "       [236., 236., 236., 236., 236., 236., 236., 236., 236., 236., 236.,\n",
       "        236.],\n",
       "       [236., 236., 236., 236., 236., 236., 236., 236., 236., 236., 236.,\n",
       "        236.],\n",
       "       [236., 236., 236., 236., 236., 236., 236., 236., 236., 236., 236.,\n",
       "        236.],\n",
       "       [237., 237., 237., 237., 237., 237., 237., 237., 237., 237., 237.,\n",
       "        237.],\n",
       "       [237., 237., 237., 237., 237., 237., 237., 237., 237., 237., 237.,\n",
       "        237.],\n",
       "       [237., 237., 237., 237., 237., 237., 237., 237., 237., 237., 237.,\n",
       "        237.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hour</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>10.0 10.0 10.0 10.0 ... 1.0 1.0 1.0</div><input id='attrs-aa83f122-5b68-4221-8fb3-6f63c12fbf1d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-aa83f122-5b68-4221-8fb3-6f63c12fbf1d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-886706fa-a4bb-43aa-a806-f7b87d39cc7d' class='xr-var-data-in' type='checkbox'><label for='data-886706fa-a4bb-43aa-a806-f7b87d39cc7d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>hh</dd></dl></div><div class='xr-var-data'><pre>array([[10., 10., 10., 10., 10., 10., 10., 10., 10., 10., 10., 10.],\n",
       "       [10., 10., 10., 10., 10., 10., 10., 10., 10., 10., 10., 10.],\n",
       "       [11., 11., 11., 11., 11., 11., 11., 11., 11., 11., 11., 11.],\n",
       "       [11., 11., 11., 11., 11., 11., 11., 11., 11., 11., 11., 11.],\n",
       "       [12., 12., 12., 12., 12., 12., 12., 12., 12., 12., 12., 12.],\n",
       "       [12., 12., 12., 12., 12., 12., 12., 12., 12., 12., 12., 12.],\n",
       "       [13., 13., 13., 13., 13., 13., 13., 13., 13., 13., 13., 13.],\n",
       "       [13., 13., 13., 13., 13., 13., 13., 13., 13., 13., 13., 13.],\n",
       "       [14., 14., 14., 14., 14., 14., 14., 14., 14., 14., 14., 14.],\n",
       "       [14., 14., 14., 14., 14., 14., 14., 14., 14., 14., 14., 14.],\n",
       "       [15., 15., 15., 15., 15., 15., 15., 15., 15., 15., 15., 15.],\n",
       "       [15., 15., 15., 15., 15., 15., 15., 15., 15., 15., 15., 15.],\n",
       "       [16., 16., 16., 16., 16., 16., 16., 16., 16., 16., 16., 16.],\n",
       "       [16., 16., 16., 16., 16., 16., 16., 16., 16., 16., 16., 16.],\n",
       "       [17., 17., 17., 17., 17., 17., 17., 17., 17., 17., 17., 17.],\n",
       "       [17., 17., 17., 17., 17., 17., 17., 17., 17., 17., 17., 17.],\n",
       "       [18., 18., 18., 18., 18., 18., 18., 18., 18., 18., 18., 18.],\n",
       "       [18., 18., 18., 18., 18., 18., 18., 18., 18., 18., 18., 18.],\n",
       "       [19., 19., 19., 19., 19., 19., 19., 19., 19., 19., 19., 19.],\n",
       "       [19., 19., 19., 19., 19., 19., 19., 19., 19., 19., 19., 19.],\n",
       "...\n",
       "       [16., 16., 16., 16., 16., 16., 16., 16., 16., 16., 16., 16.],\n",
       "       [16., 16., 16., 16., 16., 16., 16., 16., 16., 16., 16., 16.],\n",
       "       [17., 17., 17., 17., 17., 17., 17., 17., 17., 17., 17., 17.],\n",
       "       [17., 17., 17., 17., 17., 17., 17., 17., 17., 17., 17., 17.],\n",
       "       [18., 18., 18., 18., 18., 18., 18., 18., 18., 18., 18., 18.],\n",
       "       [18., 18., 18., 18., 18., 18., 18., 18., 18., 18., 18., 18.],\n",
       "       [19., 19., 19., 19., 19., 19., 19., 19., 19., 19., 19., 19.],\n",
       "       [19., 19., 19., 19., 19., 19., 19., 19., 19., 19., 19., 19.],\n",
       "       [20., 20., 20., 20., 20., 20., 20., 20., 20., 20., 20., 20.],\n",
       "       [20., 20., 20., 20., 20., 20., 20., 20., 20., 20., 20., 20.],\n",
       "       [21., 21., 21., 21., 21., 21., 21., 21., 21., 21., 21., 21.],\n",
       "       [21., 21., 21., 21., 21., 21., 21., 21., 21., 21., 21., 21.],\n",
       "       [22., 22., 22., 22., 22., 22., 22., 22., 22., 22., 22., 22.],\n",
       "       [22., 22., 22., 22., 22., 22., 22., 22., 22., 22., 22., 22.],\n",
       "       [23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23.],\n",
       "       [23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23., 23.],\n",
       "       [ 0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.],\n",
       "       [ 0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.],\n",
       "       [ 1.,  1.,  1.,  1.,  1.,  1.,  1.,  1.,  1.,  1.,  1.,  1.]],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>minute</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-24e65c08-a529-4f85-83b8-1fd7705531c9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-24e65c08-a529-4f85-83b8-1fd7705531c9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f886aea7-0a9c-4a13-9549-0b1f551d07cb' class='xr-var-data-in' type='checkbox'><label for='data-f886aea7-0a9c-4a13-9549-0b1f551d07cb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>mm</dd></dl></div><div class='xr-var-data'><pre>array([[ 0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.],\n",
       "       [30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30.],\n",
       "       [ 0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.],\n",
       "       [30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30.],\n",
       "       [ 0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.],\n",
       "       [30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30.],\n",
       "       [ 0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.],\n",
       "       [30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30.],\n",
       "       [ 0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.],\n",
       "       [30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30.],\n",
       "       [ 0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.],\n",
       "       [30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30.],\n",
       "       [ 0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.],\n",
       "       [30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30.],\n",
       "       [ 0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.],\n",
       "       [30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30.],\n",
       "       [ 0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.],\n",
       "       [30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30.],\n",
       "       [ 0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.],\n",
       "       [30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30.],\n",
       "...\n",
       "       [ 0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.],\n",
       "       [30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30.],\n",
       "       [ 0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.],\n",
       "       [30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30.],\n",
       "       [ 0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.],\n",
       "       [30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30.],\n",
       "       [ 0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.],\n",
       "       [30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30.],\n",
       "       [ 0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.],\n",
       "       [30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30.],\n",
       "       [ 0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.],\n",
       "       [30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30.],\n",
       "       [ 0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.],\n",
       "       [30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30.],\n",
       "       [ 0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.],\n",
       "       [30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30.],\n",
       "       [ 0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.],\n",
       "       [30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30., 30.],\n",
       "       [ 0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.,  0.]],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>z_meas</span></div><div class='xr-var-dims'>(tower, timestep)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>32.0 32.0 32.0 ... 32.0 32.0 32.0</div><input id='attrs-8c504c78-4684-487f-845a-c8e2eecd2635' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8c504c78-4684-487f-845a-c8e2eecd2635' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-582506ea-00fd-4a7c-8eec-ec534bd235bc' class='xr-var-data-in' type='checkbox'><label for='data-582506ea-00fd-4a7c-8eec-ec534bd235bc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><pre>array([[32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32.],\n",
       "       [32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32.],\n",
       "       [32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "...\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32.],\n",
       "       [32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32.],\n",
       "       [32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32., 32.,\n",
       "        32.]], dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-d9b3ac27-8060-4a37-b729-ccb8816d55eb' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-d9b3ac27-8060-4a37-b729-ccb8816d55eb' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:   (timestep: 79, tower: 12)\n",
       "Coordinates:\n",
       "  * timestep  (timestep) float32 3092.0 3093.0 3094.0 ... 3168.0 3169.0 3170.0\n",
       "  * tower     (tower) |S3 b'nw1' b'nw4' b'ne1' b'ne2' ... b'se2' b'se3' b'se6'\n",
       "    time      (timestep) float64 235.2 235.2 235.3 235.3 ... 236.8 236.8 236.8\n",
       "Data variables:\n",
       "    cov_wT    (timestep, tower) float32 nan nan nan ... nan -0.040575635\n",
       "    cov_wH2O  (timestep, tower) float32 nan nan ... 0.00011012288 0.008371787\n",
       "    cov_wCO2  (timestep, tower) float32 nan 3.2873006 nan ... nan 4.218367\n",
       "    f_Hs      (timestep, tower) float32 nan nan nan ... nan -46.565163\n",
       "    f_Hl      (timestep, tower) float32 nan nan nan ... 0.19211948 14.62629\n",
       "    f_CO2     (timestep, tower) float32 nan 3.2873006 nan ... nan 4.218367\n",
       "    ustar     (timestep, tower) float32 0.093750365 nan ... 0.1663326 0.22997157\n",
       "    wstar     (timestep, tower) float32 9.96921e+36 9.96921e+36 ... 9.96921e+36\n",
       "    R_net     (timestep, tower) float32 nan nan nan ... -77.62585 -81.11471\n",
       "    ghf       (timestep, tower) float32 -9.8621435 -13.070833 ... -7.9857564\n",
       "    S_store   (timestep, tower) float32 -10.726784 -13.613643 ... -28.955198\n",
       "    T_store   (timestep, tower) float32 nan -2.380881 ... -22.817564 -17.578283\n",
       "    Q_store   (timestep, tower) float32 nan -0.68177795 ... -5.123493 -6.606099\n",
       "    u         (timestep, tower) float32 -0.82647675 -0.58485526 ... -1.487267\n",
       "    v         (timestep, tower) float32 -0.35459593 -0.54859847 ... 1.6453543\n",
       "    w         (timestep, tower) float32 -0.021794753 0.0252656 ... -0.011205262\n",
       "    T         (timestep, tower) float32 283.0763 281.3218 ... 291.24847\n",
       "    q         (timestep, tower) float32 nan 11.239947 ... 14.322884 14.491939\n",
       "    year      (timestep, tower) float32 2019.0 2019.0 2019.0 ... 2019.0 2019.0\n",
       "    month     (timestep, tower) float32 8.0 8.0 8.0 8.0 8.0 ... 8.0 8.0 8.0 8.0\n",
       "    day       (timestep, tower) float32 23.0 23.0 23.0 23.0 ... 25.0 25.0 25.0\n",
       "    DOY       (timestep, tower) float64 235.0 235.0 235.0 ... 237.0 237.0 237.0\n",
       "    hour      (timestep, tower) float32 10.0 10.0 10.0 10.0 ... 1.0 1.0 1.0 1.0\n",
       "    minute    (timestep, tower) float32 0.0 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n",
       "    z_meas    (tower, timestep) float32 32.0 32.0 32.0 32.0 ... 32.0 32.0 32.0"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tower_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "708e84a3",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No handles with labels found to put in legend.\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(10,5))\n",
    "ax = fig.subplots(1,1)\n",
    "\n",
    "(tower_data['hour']).mean(dim='tower').plot(ax=ax,color='black',x='time')\n",
    "\n",
    "ax.set_xlabel('DOY',fontsize=18)\n",
    "ax.set_ylabel('Hour',fontsize=18)\n",
    "fig.legend(loc=7,fontsize=12)\n",
    "fig.tight_layout()\n",
    "fig.subplots_adjust(right=0.8)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "36b2b34c",
   "metadata": {},
   "source": [
    "The hour variable is in UTC"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "b31c1ee6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<defs>\n",
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       "\n",
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       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
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       "\n",
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       "\n",
       ".xr-attrs dd {\n",
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       "\n",
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       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;hour&#x27; (timestep: 79)&gt;\n",
       "array([10., 10., 11., 11., 12., 12., 13., 13., 14., 14., 15., 15., 16.,\n",
       "       16., 17., 17., 18., 18., 19., 19., 20., 20., 21., 21., 22., 22.,\n",
       "       23., 23.,  0.,  0.,  1.,  1.,  2.,  2.,  3.,  3.,  4.,  4.,  5.,\n",
       "        5.,  6.,  6.,  7.,  7.,  8.,  8.,  9.,  9., 10., 10., 11., 11.,\n",
       "       12., 12., 13., 13., 14., 14., 15., 15., 16., 16., 17., 17., 18.,\n",
       "       18., 19., 19., 20., 20., 21., 21., 22., 22., 23., 23.,  0.,  0.,\n",
       "        1.], dtype=float32)\n",
       "Coordinates:\n",
       "  * timestep  (timestep) float32 3092.0 3093.0 3094.0 ... 3168.0 3169.0 3170.0\n",
       "    time      (timestep) float64 235.2 235.2 235.3 235.3 ... 236.8 236.8 236.8</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'hour'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>timestep</span>: 79</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-1ef66091-72c2-4f7a-b204-eb4665593347' class='xr-array-in' type='checkbox' checked><label for='section-1ef66091-72c2-4f7a-b204-eb4665593347' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>10.0 10.0 11.0 11.0 12.0 12.0 13.0 ... 22.0 22.0 23.0 23.0 0.0 0.0 1.0</span></div><div class='xr-array-data'><pre>array([10., 10., 11., 11., 12., 12., 13., 13., 14., 14., 15., 15., 16.,\n",
       "       16., 17., 17., 18., 18., 19., 19., 20., 20., 21., 21., 22., 22.,\n",
       "       23., 23.,  0.,  0.,  1.,  1.,  2.,  2.,  3.,  3.,  4.,  4.,  5.,\n",
       "        5.,  6.,  6.,  7.,  7.,  8.,  8.,  9.,  9., 10., 10., 11., 11.,\n",
       "       12., 12., 13., 13., 14., 14., 15., 15., 16., 16., 17., 17., 18.,\n",
       "       18., 19., 19., 20., 20., 21., 21., 22., 22., 23., 23.,  0.,  0.,\n",
       "        1.], dtype=float32)</pre></div></div></li><li class='xr-section-item'><input id='section-fcebacbd-f13c-414b-88c8-d12bb85d1d3d' class='xr-section-summary-in' type='checkbox'  checked><label for='section-fcebacbd-f13c-414b-88c8-d12bb85d1d3d' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>timestep</span></div><div class='xr-var-dims'>(timestep)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>3092.0 3093.0 ... 3169.0 3170.0</div><input id='attrs-51c2b8d8-518d-4e0f-b040-0e9dc01890a0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-51c2b8d8-518d-4e0f-b040-0e9dc01890a0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d21117ca-51c9-43ca-bcd5-a5dd21a5ecb8' class='xr-var-data-in' type='checkbox'><label for='data-d21117ca-51c9-43ca-bcd5-a5dd21a5ecb8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([3092., 3093., 3094., 3095., 3096., 3097., 3098., 3099., 3100., 3101.,\n",
       "       3102., 3103., 3104., 3105., 3106., 3107., 3108., 3109., 3110., 3111.,\n",
       "       3112., 3113., 3114., 3115., 3116., 3117., 3118., 3119., 3120., 3121.,\n",
       "       3122., 3123., 3124., 3125., 3126., 3127., 3128., 3129., 3130., 3131.,\n",
       "       3132., 3133., 3134., 3135., 3136., 3137., 3138., 3139., 3140., 3141.,\n",
       "       3142., 3143., 3144., 3145., 3146., 3147., 3148., 3149., 3150., 3151.,\n",
       "       3152., 3153., 3154., 3155., 3156., 3157., 3158., 3159., 3160., 3161.,\n",
       "       3162., 3163., 3164., 3165., 3166., 3167., 3168., 3169., 3170.],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>time</span></div><div class='xr-var-dims'>(timestep)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>235.2 235.2 235.3 ... 236.8 236.8</div><input id='attrs-2d5a8461-2a6f-4b2f-a734-aed6623e6117' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2d5a8461-2a6f-4b2f-a734-aed6623e6117' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-83ffaa78-2ba9-4199-948f-b4eac4651da0' class='xr-var-data-in' type='checkbox'><label for='data-83ffaa78-2ba9-4199-948f-b4eac4651da0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([235.20833332, 235.22916666, 235.25000001, 235.27083334,\n",
       "       235.29166667, 235.3125    , 235.33333335, 235.35416669,\n",
       "       235.37499998, 235.39583331, 235.41666667, 235.4375    ,\n",
       "       235.45833335, 235.47916669, 235.49999998, 235.52083331,\n",
       "       235.54166667, 235.5625    , 235.58333335, 235.60416669,\n",
       "       235.62499998, 235.64583331, 235.66666667, 235.6875    ,\n",
       "       235.70833335, 235.72916669, 235.74999998, 235.77083331,\n",
       "       235.79166667, 235.8125    , 235.83333333, 235.85416667,\n",
       "       235.875     , 235.89583334, 235.91666667, 235.9375    ,\n",
       "       235.95833334, 235.97916667, 236.        , 236.02083333,\n",
       "       236.04166667, 236.0625    , 236.08333332, 236.10416666,\n",
       "       236.12500001, 236.14583334, 236.16666667, 236.1875    ,\n",
       "       236.20833332, 236.22916666, 236.25000001, 236.27083334,\n",
       "       236.29166667, 236.3125    , 236.33333335, 236.35416669,\n",
       "       236.37499998, 236.39583331, 236.41666667, 236.4375    ,\n",
       "       236.45833335, 236.47916669, 236.49999998, 236.52083331,\n",
       "       236.54166667, 236.5625    , 236.58333335, 236.60416669,\n",
       "       236.62499998, 236.64583331, 236.66666667, 236.6875    ,\n",
       "       236.70833335, 236.72916669, 236.74999998, 236.77083331,\n",
       "       236.79166667, 236.8125    , 236.83333333])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-b6438972-85c2-4b2c-ade3-0b242628a4a0' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-b6438972-85c2-4b2c-ade3-0b242628a4a0' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.DataArray 'hour' (timestep: 79)>\n",
       "array([10., 10., 11., 11., 12., 12., 13., 13., 14., 14., 15., 15., 16.,\n",
       "       16., 17., 17., 18., 18., 19., 19., 20., 20., 21., 21., 22., 22.,\n",
       "       23., 23.,  0.,  0.,  1.,  1.,  2.,  2.,  3.,  3.,  4.,  4.,  5.,\n",
       "        5.,  6.,  6.,  7.,  7.,  8.,  8.,  9.,  9., 10., 10., 11., 11.,\n",
       "       12., 12., 13., 13., 14., 14., 15., 15., 16., 16., 17., 17., 18.,\n",
       "       18., 19., 19., 20., 20., 21., 21., 22., 22., 23., 23.,  0.,  0.,\n",
       "        1.], dtype=float32)\n",
       "Coordinates:\n",
       "  * timestep  (timestep) float32 3092.0 3093.0 3094.0 ... 3168.0 3169.0 3170.0\n",
       "    time      (timestep) float64 235.2 235.2 235.3 235.3 ... 236.8 236.8 236.8"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "(tower_data['hour']).mean(dim='tower')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "602e2072",
   "metadata": {},
   "source": [
    "Number of values also look cool. 79"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "8183c60a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#temperature from tower data\n",
    "var = 'T'\n",
    "fig = plt.figure(figsize=(10,5))\n",
    "ax = fig.subplots(1,1)\n",
    "\n",
    "for i, tower_name in enumerate(tower_data.tower):\n",
    "    (tower_data[var]-273.15).sel(tower=tower_name.values).plot(ax=ax,label=str(tower_name.values),x='time')\n",
    "    #ax.plot(np.asarray(tower_data.DOY+tower_data.hour/24+tower_data.minute/60/24), np.asarray(tower_data[var].sel(tower=tower_name)),label=str(tower_name_list[i]))\n",
    "\n",
    "(tower_data[var]-273.15).mean(dim='tower').plot(ax=ax,color='black',x='time')\n",
    "\n",
    "ax.set_xlabel('DOY',fontsize=18)\n",
    "ax.set_ylabel('T (C)',fontsize=18)\n",
    "fig.legend(loc=7,fontsize=12)\n",
    "fig.tight_layout()\n",
    "fig.subplots_adjust(right=0.8)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "bf34476c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "var = 'q'\n",
    "fig = plt.figure(figsize=(10,5))\n",
    "ax = fig.subplots(1,1)\n",
    "\n",
    "for i, tower_name in enumerate(tower_data.tower):\n",
    "    (tower_data[var]).sel(tower=tower_name.values).plot(ax=ax,label=str(tower_name.values),x='time')\n",
    "    #ax.plot(np.asarray(tower_data.DOY+tower_data.hour/24+tower_data.minute/60/24), np.asarray(tower_data[var].sel(tower=tower_name)),label=str(tower_name_list[i]))\n",
    "\n",
    "(tower_data[var]).mean(dim='tower').plot(ax=ax,color='black',x='time')\n",
    "\n",
    "ax.set_xlabel('DOY',fontsize=18)\n",
    "ax.set_ylabel('q (g/Kg)',fontsize=18)\n",
    "fig.legend(loc=7,fontsize=12)\n",
    "fig.tight_layout()\n",
    "fig.subplots_adjust(right=0.8)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "19ac5d4c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#covariance from tower data\n",
    "var = 'cov_wH2O'\n",
    "#var = 'cov_wT'\n",
    "\n",
    "fig = plt.figure(figsize=(10,5))\n",
    "ax = fig.subplots(1,1)\n",
    "\n",
    "for i, tower_name in enumerate(tower_data.tower):\n",
    "    (tower_data[var]).sel(tower=tower_name.values).plot(ax=ax,label=str(tower_name.values),x='time')\n",
    "    #ax.plot(np.asarray(tower_data.DOY+tower_data.hour/24+tower_data.minute/60/24), np.asarray(tower_data[var].sel(tower=tower_name)),label=str(tower_name_list[i]))\n",
    "\n",
    "(tower_data[var]).mean(dim='tower').plot(ax=ax,color='black',x='time')\n",
    "\n",
    "ax.set_xlabel('DOY',fontsize=18)\n",
    "# ax.set_ylabel('wT (K m/s)',fontsize=18)\n",
    "# ax.set_ylim([-0.25,0.3])\n",
    "\n",
    "ax.set_ylabel('wq (g/Kg m/s)',fontsize=18)\n",
    "#ax.set_ylim([-0.05,0.22])\n",
    "\n",
    "fig.legend(loc=7,fontsize=12)\n",
    "fig.tight_layout()\n",
    "fig.subplots_adjust(right=0.8)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "00f3c0f9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#covariance from tower data\n",
    "#var = 'cov_wH2O'\n",
    "var = 'cov_wT'\n",
    "\n",
    "fig = plt.figure(figsize=(10,5))\n",
    "ax = fig.subplots(1,1)\n",
    "\n",
    "for i, tower_name in enumerate(tower_data.tower):\n",
    "    (tower_data[var]).sel(tower=tower_name.values).plot(ax=ax,label=str(tower_name.values),x='time')\n",
    "    #ax.plot(np.asarray(tower_data.DOY+tower_data.hour/24+tower_data.minute/60/24), np.asarray(tower_data[var].sel(tower=tower_name)),label=str(tower_name_list[i]))\n",
    "\n",
    "(tower_data[var]).mean(dim='tower').plot(ax=ax,color='black',x='time')\n",
    "\n",
    "ax.set_xlabel('DOY',fontsize=18)\n",
    "ax.set_ylabel('wT (K m/s)',fontsize=18)\n",
    "# ax.set_ylim([-0.25,0.3])\n",
    "\n",
    "#ax.set_ylabel('wq (g/Kg m/s)',fontsize=18)\n",
    "#ax.set_ylim([-0.05,0.22])\n",
    "\n",
    "fig.legend(loc=7,fontsize=12)\n",
    "fig.tight_layout()\n",
    "fig.subplots_adjust(right=0.8)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "b604fbc7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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Xzqg29w4nON4X48ZNjZO3+b0OErpBtl9YNATnhuuuu27t888/7z3f43i7CNEsEAguKmJ7Bsn2xam6aQn1v74K60lSB8CM8nLU+VATotHD+SCdyWNIEt4yDwDORQ14NNOicC4rzWBaNI52R+bVIORsoabTk4sAAQzNgpZPkh8Z5UjXOLoBu4+Osn2v2Tkx3dlF0WrF7fOBLFMIh7FarWzevJne3t7JavPWtn5kWeL6yxsmt13hd5I0dLL98XN7kALBW9i2bZv3rrvuCp7JbR44cMBxzz33LNu0adO6YDC48a33X3fddWu7urrmXiwwC0I0CwSC06IYz5FqHz/fwwBATeYZf6UXV6ufsvW1J+2gdiJWnx09r6Hl1bM8QsFbiQyMAlBW4QNM0WwxdDwWg/A5Fs2rWgJEk3lGIuevpbaazkz6mQG0jIqhZciNjnK4K4JFkVmyqIyHnjhIKlMg3dWN5nLh9niwVwTIh83v4mWXXYbL5eK1115D0w22tvWxcUU1/lJFH8Bf5iAJotIsuCixWq3GbbfdFv2rv/qrnjO1TSGaBQLBaTG+o5ehJ4+gXgDd1Ma2dYGuU3XT4nkLZmAyA1dUm8890QHTFlNebXqKLS4XeL34pMI5XQgIsKLkaz6fFg0tnZ4mmtVkHknRyY+OcbhrnGWN5dz/4fUkMgX+8+eHSXV2oTrsuFwubJWV5MNhgGnV5q2vH2U8nptmzYCSPaOoURjPXBDfX8Glwb59+9w333zz6g0bNqy///77W7LZ7IyTdTAY3PjQQw9V3XDDDWs2bNiw/vOf/3yTrpvJNtdee+3aXbt2uQAeffTRQDAY3Hjo0CEHwCOPPFJ57733LgFYsWJF/t577w2vXLnyjJ1IRE6zQCA4LbJ95tRu+niEsnXnrzFEujtKKhQmcHUTtvKFZfxay8zqWzGRw17lPsWjBWeS6JAp8srrKidvkysr8BTS57QrIEBTrQ+Xw8KR7sgMgXmuUFMpbJVmYoaWV9ELGrJTJt4/xvFkjA+8aylLFpVz53WLeeKlDiqjGgVZxuVyYa+sINV+fHJb69at48033+QXrxzD7bDMaNwS8Nkp6gZZw/Q1e4OVCC4unn6ls+LFXX1n9Y29cVNj+I5rF897uvHZZ5+tePjhh4+53W79k5/85LIvf/nLdV/4whcGb7jhhtCJj3v55ZfLHn/88SOJREK56667Vj733HOx22+/PbFu3brkjh07vJs2bcrs3LnTW1tbm3/11Ve9q1evzu3atcuzcePG5HzGsX379gMLPVZRaRYIBG+bYjw3WZ1NtYfP2zh0VWfshQ6s5Q78WxYt+PmTlea4qDSfa+KjZlW3vLpi8japqhJ3OnpOuwICKLLEimbT13y+UNMZLB7T3z3x3bL4HHTFdVTNYFWrWQ3/2G0rqPRYeLbqCoq6gdPpxF5VRT48jlGqyFmtVhY1ttA5qnPt+gZs1ukJWhNWjZSE8DULzhl33333aFNTU7GiokK77777hp5//vnAbI+77777hv1+v9bc3FxYv3598tChQy6AzZs3p9ra2rwA+/fv99x7773Du3bt8gLs27fPe/XVV5+1HEVRaRYIBG+biSqzq8VPpjeGllNRHOf+tBLbNUAxmqP+Q6uRLQuvBSguK5IiURT2jHNOPJIAvHhdU+txpMoKPO2DJNIFCkVthtg7m6xsDfDoL4+SyhbxOK3nbL8TqCfYM9Sk+Xm0V3rpU/zm+EoWEofdwj1L4MFUOb0pbbLSbKgqxXgcm998fFQtQzPCbA6Wz9hXoJTVnPU7hGi+SLnj2sXjC6kCnwvq6+snvUBNTU35SCQy62K82traye5GDodDz2QyMsA111yT/NrXvrZoaGjIouu69KEPfSjy7W9/u76rq8uWTqeV9evXn7VFCaLSLBAI3jbZ/jiyw0Lg6kbQDdKd575CJ2V1Iq/34VlegbvV//a2IUlYvPZJkSI4dyTjZgc89wkCVaqsxKuav3uRc5whvLI5gGFAqOfcf5b1QgGjWJwhmh21Afoc1TQG7HhOuLhYnOxleXGQnmSAZF7BVmnOwufD40STOX62vYNtB5I4lCJueWbxrbzUmjvrtVEYy6Blz10HRsGly+Dg4OSHuK+vzxYIBBZkqF+2bFnebrfrDz30UM26deuSPp9P9/v9xe9///tVa9asSSnK2bvIFqJZIBC8bTJ9cZyLfDjqvFg8tnOeomEYBo72IkhQ+e7Fp7Uti88uFgKeYwxNI5XOI2HgtE/NUMiVFZOieTwcpfNrv0eyfc85GdPyZj+yLHHkPCwGVFMTLbRdAObMhyxhb6hkwFnF0rLp66XSnV282x9DkXR++sowRpmfQ55W/u7xdu79m+d46ImDeN12VldFGRyc2bxnotKcsZsiIzsoUjQEZ58f//jHVX19fdbx8XHloYceqrvpppuiC93GunXrko899lj15s2bkwAbNmxIPvbYY9Un+pl1XSebzUqFQkECyGazUi6XO63e4kI0CwSCt0UxkUeN53E2liFJEu5lFWS6ouiFudv9nmnSHRGs4zoVVzdh9Z48j/lUWH2O0+6MdnT3Dn71P99C00R03XzIh8PksOC0SMjyCb9lbjflpVpUuP0gJEd59qmt5Apn/3V12i201vvOS2dANW2KZou75GlO5rF4bIzgpiDbaLFOebwNTSPd04unLsBi3zjH+pJ8+jtHeKr2OgZiBT707qV8/fPv5msPvJvLllTMKppdDgs2q0ISkBSJbJ8QzYKzz2233Rb5xCc+sfzmm29eW19fn3/ggQeGFrqNTZs2JbPZrHzNNdekALZs2ZLMZrPylVdeOTml0tPTY1u/fv2GD37wg6sB1q9fv+GWW25ZczpjF55mgUDwtpjwQLoaywDwLKsgvmeITHcUz/Kzvwrf0A3GXuxEc0uUb6g/7e1ZfHa0dBFd1Rfsi9Z1ndee/TF7tj8LQMvK9Sy7bMtpj+liJzc0TE624X6LD16SJKpr/aBBcbAdgFR0nC89/Cb/+3e24LCd3Z+ulS0Bnn+zF03TUZSzW1vK5Iq4HKY1ZVI0l5qbqIk8Fp+dg4Pm7U35sann9Q9gFIsY5eXUpfrJprO4veVsOrqLTe/ewJL3rpp8bH19PV1dXWSzWZzOqWQZSZII+OzEUgXsdV7haxacdSYSKx544IGTtmANhUJtJ/794IMPdp/496c+9anwpz71qcnV53fccUf8jjvumPac1tbWwlu3c7qISrPgrJHOFjnWu+BZF8E7hGxfHNmuYKs0f+Cdi8qQnZZzZtEohNOoiTyFJgvSGRA2E50DF+prLuSz/OL7X2PP9mdZe+WN+AJVHHjthdMez6VAdnCInGLD4545S+BvrMOmF3EkzL4Ey6sU9h0f40sPv/m2K85FVUPT9FM+bmVLgFxBo+ss2xXGE0Xu+cIztB0dAcyMZgCL283BgwdJJ9JYvXYOd41TZuRwRkcmn5vu6jKf43ZhsSislPfQmnuZFq9GcXx6kk1Dg9kFcGhoZkHP73UQTeZwLiojP5I6pzNFAsE7DSGaBWeNn7/axZ9//RUKRXESvhjJ9sVxLipDKk2rS7KEZ0kF6Y4IxjyEyemSGzFn4TTfmTmNvZ0GJ4lomJ9880v0HDvA9Xf+Ju/6tY+z9sobGew+Rnio94yM61yTPDpGdNfAOdlXbmiIvMWBxzMzV9vVuAivmqIib46lwavzRx+5/G0L50S6wGf/eRtf+9HeUz52ZYsZf3e4++xeAIaTKrpu8MRLHcCUpzmDwS9/+Ut6koMoHhuHuyIsdhTIj45OPjfd2YVss1FUFKwWBQnQNY1UwEUhPH3ctbW1yLLMwMDM99XvsxNJ5HAu8oEhfM0CwckQollw1oin8qiazvg5blAgOPuoyTzFWA5nyZoxgWdZBXpBI9N79qd5c8MpZLuC7jytdR2TWH1TDU7mw2D3MX78jb8hHY/y/ns/x2VX3QTAyo3XYrHa2P/ai2dkXOcSwzAIv9RN+KUuCtGzn5GcHRqiYHPicc2MdnMuaqCJMHYKaIaEnEtw0+amtyWci6rO//vPN+kfTdE9dGpRWOV3Ulnu5Gj32Z0pS+fMi8u9x8YYGEtN2jNUi2k/yRh5opKZILI0YCE/OoZhGOZzu7pxNTeRyWaR0bHaHbi8ZUSsKvmx6ZVmq9VKdXX17IsBvQ6iiRzOei9IoqW2QHAyhGgWnDUyOfMHbSx21iITBeeJTMn7+FbR7GwuR7Yp56TRSX44ib3GAwtol30yLF4bSPNrcNIT2s8T3/4nbA4Xd/3+/0fTstWT9zlcHpavv5Jje18jly2JoFSexMGRScFzoZIbTJr2FAOib/Sfg/0NkVfss+YhuxY10GoxK6tdWi161hRzCxXOhmHw9R/v5VDnOPWV7nm35l7VEuBI19mtNKdy5iycIkv8YkfXpGjWZPOnOUue40nzIm5low+9UKAYi2EYBunOLtyLW8lkMujFPFX1zSxetYFwIUEuFkVXp78u9fX1DA8Po2nTZ/78PgfpnEpRkrDXeISvWSA4CUI0C84ambyZ+TnfHynBO4cJP/NbW07LFhnXYj/p9giGfvYEoq7q5McyOGq9Z2ybkiJj8djm1eBk7yu/xOPz8+Hf///wV9XNuH/tlTehFgsc2fUKhfEMfT/Yz8iz7WS6Tr9ymR1InDXfafLoGJJFxru6msThUYpncZbI0DRyI6NkseB2Ws2uji92oqbNyFZ7VRWLbHHSuo0hSz16NolRSiU5UTi/svfkVpIfvXCMF3f18dHbVnDj5sbJhimnYkVLgHA8x2j07F30p7M6LoeFay6r54U3e8kk06blotTRL0uB9vEUbqeV1tZqAPKjYxTCYdRUCndrC9lsFjWXMkXz6o1ohk7SpVCITE//aGhoQFVVRk+weIDZShswq82LysgPJdHVs2+vEgjeiQjRLDhrTFaaz8E0r+Dcku1L4GzwTfqZT8SzrBItWyQ3cPameQtjadANHLWeM7pdi8+Begp7RiGXZaArxJK1m3C4Zt9/VX0TdS3L6H59D32P7sfQdGSHhcSh0VkfP1/UZJ7+H+4ncXDk1A9eIIZukAqFcbf6qbi2GYDozrPnbc6Hw6iqRkGXcDutZLrHiO0eJLa7EwBJUahxpelRK1GtPgC0zNRn6qbNTfzbn93I9ZfP3TZ9+54B/uuZo9ywcRG/cctyKstM7/R82nOvLLWrPpt5zamcRpnLxnuvaSGdU3lz2EBxuygUzAuHLHmODsZZ2RLAVVsDQG5khFSnuQjQ3dpKOp3GUAtU1TfTsDiIzWon5rPM8DXX15sJM2/1NftLtqRoIo+z0YehGeSHkggEgpkI0Sw4a2RyZqV5TFSaLyrUVIFiNDvDmjGBu9WPpEhnNUUjN2z+qNvPYKUZzASNU1Wae48fQtc0WoKXnfRxly15Nyu5Et2i0fjRdfhWVZE+Po6Wm5o2T0TD7Hj2xxTy86voTix+PBt+42xfHC1TxLOiCqvXjm9NDYkDw6ips9PwJTs4RF42w5g9Tiu5ATPZIX3MFHV6PoNbydKtVqHazIsTLR2bto1F1d45W2wf7Y7wlf/ezarWAJ+9ez2SJFFZborm8dipX+/WOh8Om8LRs5jXnE5rOJIFyvcM01Lr5ZW4A8XtmRTNCV2jfyzNqtYA9qoqwKw0p7u6QZKw1teh6zoYKtUNzSiKhcbWFcS9VrIj0y/QPB4PZWVlM3zNfq8pmiPJHM4G8zstLBoCwewI0Sw4a0xUmoU94+IiO4efeQLZpuBq8ZNqHz9rHt7ccArFZTV9yAvgiZeO89qBuXP0LT47aqpwUmtJz9F92B0uapuXzvmY2N4h2KeRNuK029qwljvwrq7B0AySR82s3VQ8yhPf/kd2v/QLuo/sndf48yXRfDY6FyaPjiFZFdyLzVbkgS2LMHTjrFWbc0PD5BTz/XM7rRRLXvJCTAHdIDfYjiRBt1pFUTbFrpaen5gbHk/zt4+8QWWZk7+8dwtWiymsJ0TzfC7kFUUm2Ozn6Flsp53OangVmUx3jCskhUHVwaCrhnzefC0SBXO8qxdXoDidWHw+cqOjpDs7cTbUky/ZOBRJorxkE1q67go0RWKgOzRjf/X19QwMDEz7XvpPsGcoDgu2KhcZsRhQIJgVIZoFZ42phYBCNF9MZPriyDYFe/Xc1gjPsgrUZH5S5J1p8sMp7LUepAUsAtR1gx88e5RndnTN+Rirzw66gZoqzHq/oet0h/bTtHwtijKzwYZhGIy/0sPY8x24Wv1o6ww6j+8hFh7BXu3GVuUicXCETDLOE9/5R7LpJBarjaGe9nkdQ37UXCh2up0LZ4xb00m1j1NcWs5/HOjh0UN9ptBfWU183zBqpnhG9wdmpbngMD9DbqcVNVnah2FBiWvkB9oxgB6tkmLprvmI5qKq8aVH3kTVDP7qU1dQ5pnKgK4oM6uq4/OwZwB88N3LTmr/OF1SeR2fRWHR3WvZ6LDhkOBNy+LJSnOs4MCiSCxrLAfAUV1Ftr+PdGc37tYWMhnTb13uDyCXFg+2rNmArBv0D838nDc0NJDJZIjHp17HMrcdWZaIlD5TjhovhbBYvC04O1x33XVrn3/++TM7RXgOEaJZcNbIioWAFyXZvjiOOfzME7iXBEDirFg09IJGYXzhiwCHI2lyBY3h8bkFgcU7kdU8uygdHegmm0rQsmLdrPdH3+wn8nofvjU11H9gFauvugFZVjjw+otIkoRvdQ354RTPfvvfSMUivP/eP6G2aSnDvcfndQxnq9Kc7Irymhu+LufYPRxj55C5YDFwxSIMVSfWduarzbnhIfRK06frdlhRUzro5iyAdSRBrj+E7K2moCuMRc3P0VvtGbPx6C9DdA8l+NOPbWRR9fTPiMNmweuyzftCfkOwml+/Ye4ZhdOhqOpkNYNyrx1nYxlLf3sDm2wGBwpOho+Z6TPxgpMGv0J23/OM/PTLaPEeUqGj5MfGcC9eTKaUtlFRXTu5XavNjl+3MZwaw9CnL+ibzdcsyxLlHjuxUlMfxWVFzxUv+KQXwcXFtm3bvHfddVfwbG3/7rvvXh4MBjcWi1MFgOuuu25tV1fXgqYrhWgWnBU03SCb13DYFDI5lXT2zFeqBOceNV2gGJnbzzyB4rTibCondezMWzQmhKOjZmGLALtLTRtGohnUOZqvWCaymufoCth9dB+SJNG0fO2M+wqRDJEdvXiWV1B921IkWcLtK2fJmk0cadtOIZ/D3urBQMeb8XPHb/8R9S3LqWteSnioj0L+5EJOKpgVcMVjQ89r07zRp0NHNM0/HuvjpRobKyq9vLu5ilRBJVvUsFW48AQrie8ZOmP7myA3OIRebrZb9zgtaBkJSR8GfQxLRCU/eAytehluLUs4r2FIyikrzaGeCI9tbeeWLU1sWlkz62Mqyx0XxIV8rBQl5/ebFgyr186awRfRgH29ORTdSqpoJ5A+TvjZb5EbOIajtg699Da4W1sIj5qdiGsbmqZtu8YZoGBoDPd1Tru9srISu90+w9ccKDU4AZAdFgzNwBAJGoKLhB/+8IcBTdPOSDapEM2Cs0Iub57ZG2vMSs+F8CMlOH2yfaZocZ1CNAN4V1RRjGbPeNLD1CLAhYnmiZbIum7MmehiPUVXwO6j+6htWorTPX3fhmEw+txxJItM1U1LptlGLrv6Jgq5LAff2MrP/+drjBX7afGtpaF1JYl8kQOuVlTZwkjf3LYRADlpihjP0orSGE/PopEpqvzgYC//8FqIdFHjo7KDP9y0hGDAPLZw1nwNAlc2ohc0YrtnNsZ4u0zEzak+0z/tkGQMTQLiyJYxpGwePZsi62vBTp6c4aQgKWiZuUVzoajxr/+9h0CZk0/euWbOx1WWO+e1EBCgMD5IpmPPgo5tvkRGzYu/ilIbesMwKI8PEfSoHMvZSRfcGEjUNgRY9LsP0nT/f+C/5vbJ57tbWwmPmaK5vmnxtG3X1zQiGQadh3dPu12SJOrq6maI5nKvg2jpM684TNuRlj2zF0kCwQT79u1z33zzzas3bNiw/v7772/JZrMzBG0wGNz40EMPVd1www1rNmzYsP7zn/98k16aObn22mvX7tq1ywXw6KOPBoLB4MZDhw45AB555JHKe++9d8nEdmKxmPKtb32r/k//9E/PSPD8TFOeQHAGmPAzN9V6ae+LMRbL0lznO8+jEpwu2f4EklXBXu0+5WN9a6pJHhll7IVOnA0+bAHXGRlDbjiFxWvH4l7YIsCuwTiSBIYBQ+E0dZUzj0G2KchOy6wJGql4lLHBHq667a4Z9yX2j5DtT1B929IZ46ptWkpVfRM7nvkRkiyz4cbb0PcUSHdF+M9IlANxncbKpQz1tNO4dNWc41dS5g+Ge2mA+N4hion8SX3lp+Kbu7sIjSe5tszLhjdGWPwhU+xXuswLh7FMgUafC3uVG/eSALHdg/g31SPbTv9nIx8OY6gqRbcPKGIrXWRLJHHUNZHtNZMfIo4GrPIwGaOMrKqhJufOuf7Bs0fpH03x1/ddhXuWZikTVJbNv9NfbMdjpI/soOVPv48kz57S8XYZGzQv/ipKNiM9lwNd512LFL51VCKUdAIG/go3tgrTVuGoNrOabYEAtvIy4pFxMDSq66dXmt3VtXiOanQc2MXVt3942kVcQ0MDr776KrlcDofDnFkJ+Bwc748BU6JZzxXBZ0fwzia+65mK1P5tlWdzH57LbgiXbXrPvL14zz77bMXDDz98zO1265/85CeXffnLX677whe+MHjDDTdMW7368ssvlz3++ONHEomEctddd6187rnnYrfffnti3bp1yR07dng3bdqU2blzp7e2tjb/6quvelevXp3btWuXZ+PGjZOZiV/60pcaPvjBD47W1tbOmO7evn37gYUeq6g0C84KE41NmmtNoSwqzRcH2b44zgYvknLqU4ckSdS+dzmSVWb46dAZa5iQH0ktuMoM0D2UYFWrWaUdGk/P+Tirzz5rV8Ce0H6AGX5mNZUn/HIXzsYyfGtmWgIkSeLy696DrCjc+pH7WHzDJmSnha1HhjgwlkAC8nUrTrkYUEnqWMsckw1lTsfXHMkWODqe5M5lddwyruJyWCctN1UuU/SPZaa2H7iyET2nsuOhH50Ru0120PQuFxweLIqEXFp4KVvzeJYvAn0QFDujehk2OUcOB3ldIh8fm3V7R7sjPPHScW67spkNweqT7ruy3EkyUyA/jwYnWjKCUcxTGO1d4BGemvER83e9epH5uqsp8zO5odGF06IRLbrxuiTyJ2RT20ui2b24FYBUMolFlpCV6YLeXllBeaJIIjrG+PD0AtuEr3loaCpFxu+zk0jl0XQDuXTBcabtOALBBHffffdoU1NTsaKiQrvvvvuGnn/++cBsj7vvvvuG/X6/1tzcXFi/fn3y0KFDLoDNmzen2travAD79+/33HvvvcO7du3yAuzbt8979dVXpwB27tzpOnDggOd3f/d3Ty8g/wREpVlwVsiUpvYWVXuQJZGgcTGgpgsUxjN4V1XN+zkWj52a25Yx9MQRxl/poeqG1tMag5YtUozl8K2d3a86F5lckZFIhluuaKK9L8ZQeG7RbPE5KM6yWLA7tA9veQWBmoZpt4++0Imh6lTfunTONI/l66+kddXlWG1m5a4YDPBMLskKvxe/y0Zbv8rwkV+i6/pkCsJbUZIG9iY3isuKZJHn1blwLnYPxwDYWOkj3dmFb23N5MJOl9WCy6oQPkE026pdRPURytIVjPR3Udu4eLbNzptcSTTnFbuZnBHPAwayrYhr8Sok/QdgrSYaieJQMuiahayuoKViM7aVL2r863/vpqLcye+8f/WM+99KZXkpQSOWpb7q5BdfWtqsSOcH27HXnt5n962MR8zPWGDiIqi0qM/u9VIbiNA16sTlt5NMTjUasVdXIVmteJYtxdB1srkcDvfMGTx7VRVlSZU+oPNQG5V1jZP31dXVIUkSAwMDtLaaxxTwOdANiKfyuCfsGUI0XxSUbXrP+EKqwOeC+vr6yXiipqamfCQSmXXa8MTqsMPh0DOZjAxwzTXXJL/2ta8tGhoasui6Ln3oQx+KfPvb367v6uqypdNpZf369RlN0/ibv/mb5r/4i7/otVrnnnlaKKLSLDgrTFSavS4bAd+FsfBGcHpkS9mtp1oE+FY8SysoW19HbNcA6XlOi8/FRHOPhSZnTPiZF9eXUVfhYvgUleZiIj+toqoWi/S1H6JlxbppwjjVHibdPk7g6iZspQVdc263JJh1w+Bxq4pswIdsLtZU+ShIFmI2L5GR2VMqtJyKnDOw15gxexaf/bQ8zW3DURZ5nbiH0hiqjnfF9AuhKqedscxU7F7PsQMMZo7jkN107mp72/udIDs0jOxwkDUU3A4rxVgWSSmgOGzILh8QQ9fryIz245DMc0fR4kEqZjGM6TMW//XMEQbG0nz27vW4HKf+cVxIVrNaEum5gflFAi6EWDyHTZZwlOwuE6LZ4nZRHtBRnBasNWajk4ncZsVuZ92X/56GD9xJPDKGjoTLbYruHTt2sHXrVlRVxV5ZgVUzqCyvZm/7cUbTUxdAVquV6urqab5mfyk1JlLKagbQhWgWnCUGBwcnRXJfX58tEAjMnvE5B8uWLcvb7Xb9oYceqlm3bl3S5/Ppfr+/+P3vf79qzZo1KUVRSCQSSnt7u+vP//zPl1xxxRXr7r777pUA11577bqXX375bfvahGgWnBUmPM1Oh4Uqv0uI5ouAbH8cySIvOLUCoPJdLdgqXIw8c+y0Mn/zw6Zoti80OWPIFM0tdWXUVrgZPGml2Y6h6ugnLIQa6DyKWixMs2ZoeZXR5zuxVbnxb2qYbVOz8svOETrTOW5PS8hHwqyq9CEBSX/znNFz+dKisQkP83w6F85FLFegI5pmY205yaNjWLx2HPXTL0Kq3LZp9ozDO18ibzNfs/FQ34wos4WSGxrCWVdLOlc0G5vEcmBJkKi0ke7ZjwQYUj1lySR2zHHkJfN10tJTdoXDXeM8+XIHt1/VwvrlJ7dlTDDRSvtUWc2GpqJnzCpvfvDYvLZtGAb6PGwfhm4QS+fxWKd+grWSaFbcblS7g6qr61D9LooWG4nE1DG7W1pQHA7GBnswJAtl5X4efPBBrrnmGm688UZqamr4zJ/9GS8PDVJm8XCg8jIe3d8xbf8NDQ0MDQ2haeZYp1pp55AnFwKKxCPB2eHHP/5xVV9fn3V8fFx56KGH6m666aYFV1PWrVuXfOyxx6o3b96cBNiwYUPyscceq57wM5eVlWlbt27d98QTTxx64oknDn3jG99oB/jpT396+Iorrpj7B+AUCNEsOCtMiGaX3UpluXPOtALBO4dsTwznIt+8/MxvRbYq1N4RRM+pjDx77G37YnPDSax+x2Q1bL50DcbxOK1Uljuoq3QzMp5Gn6Pr30SCxomitPvoXixWGw2LV0zeNv5yN1qmQM2tS+f9mvQnMjx5bIgNteVcvaSa/HAKa6JAS5mLdOVihrpnr2hOxOxNLMC0zOG7ng+7h2MYwHq/h0x3DE+wcoatpMppZzxbQDcMUoko3aH9NF6+FkMGZ9HF4DybscxFdnAIR20t6WwRT0k0a84Rsm6d6NGt5oOkKmo0sJTsB7vSZpORP/zbJ/mN//1zPv7FZ/k/33qNqnInn7hj7gWUE6jpAiPPHkPpNH+fT1Vp1jIJwEDxBCiGB9Dzp274kQqF6fy3N095YViMZklqOh771OdmotIsuZzkLQ6kUkU96yqfZtGYYLS/C2QLzz3/Ip/97Gf5wAc+wE9+8hPe97738bOnnuIvd77OB//X/+Xpf/kS+3dPnx2or69HVVXGxkyPeGCilXYij2xVkCyyqDQLzhq33XZb5BOf+MTym2++eW19fX3+gQcemLtN6xxs2rQpmc1m5WuuuSYFsGXLlmQ2m5WvvPLKFIAsy9TV1akT/1VVVakANTU1Rbvd/rYXZghPs+CsMNHYxOWwUFnu5PWDQxiGsaAOboILBzWZpxDJLthLfCL2KjeV72pl7MVO4nuGKN9Qv+Bt5IdTC7aHgJnR3FpfZkZuVbopqDrRZI6KspmWiomsZjWRg1oPhmHQHdrPoqWrsFjNWcVsf5z4vmHKN9bjqJufVaSo6Xx7Xzduq8JvrmnCWdQZ395D8tAIq+t8PB2rpPfo9tmPezSNbpcmkzmsPgdatohe1JCtC0t1aBuOUedx4B1Mk9WNGdYMgEqXHc0wiOaKdLW9iqHrrNp8HYnoCOW9NbTve4OG1rfXh8DQNPKjo1RcdQWpwSKVPgdauIDhNuPk8gPt4PBxRO+h15HFJrlZKQ9TlzdF5ZWNGoWGJgpFDV03uOPaxSe1ZRiGQSoUZvSFDvSsimSV8blsp4ydm/BPq4ofiQj5weM4Wy876XNSxyMYRY1sb2zW13WCfDhDUjcIuKZ+gicWAupWG0Wbg4rsOElvDRlX+bRK8wQjA728uHUbv/jFL/jwhz/MD37wA6xWKx/60IcoFos88tGP82JvD08c3MszX/9H+IOPTz63ocGcGRkYGKC2tnaylfZEdrTisAhPs+CsMJFY8cADDwyf7HGhUGjald6DDz7YfeLfn/rUp8Kf+tSnwhN/33HHHfE77rhjTu9Ya2tr4a3bfDuISvMZxjAM0UmJqUqzw26hqtxJUdWJz9GaWHDhk+mNAeBqLj+t7ZRdXoer1c/Yti4GfnKIaNsA+XBmXt8ZNVVATRUWnJyh6wbdwwla6s2KZV2FWa2dy6Lx1kpzZHSQZDQ8zZoRbRtEcVmpuKZ53uP4WfsQA8kcv7W2Ga/NgsVtw93qJ3F4jNUVPpAkhnCSTsRmPDc3kkLzTl1wWk6RJz0XiXyR9kiKTbXlpI6FsZY7sNfMjN6bSNAYTWU5vOtlGhavoLyyFleDD5+lgo6DbWja2xNV+bExDFWdtGe4SlV6zZIEw0BOJBnVrXRIKfx4KffW0uhMUWPEAAg6+rnvA2v5ww+v57MfuZzFDXNfRKnpAkM/O8rw0yGsZQ5q3xfEKOqU25RTV5pLiwBHd5sNQnKDJ6+uG4YxmWM+8X2Zi8JYmpSu43ZPXfBMVJp1i0LB5qRcS7Ms4Jm10mwYBo/88DF+8Ytf8L73vY9HH32UExc7Wa1Wrt+4gU/dcDMr3vshRtqPEE9MbcPj8eDz+SY7A1otCl6XdVqDEyGaBYKZCNF8hom82kvvd89OGP47iUxOxWlXUGTphIU3p57eFFyYZHriKE4LtqqZAkstZsgk5pcbPxFDV355HcVEjvDWLnr/czfd39rJyLPtJI+F5xTQuVJE10I91cPjafIFjdZSTvhEPvPwHKJZdliQrPKkIO0+uheAlqApmnVVJ9Mdw72sAtk2vypvVyzNLztHuK6xgnU1UyLPs7ISLV2gKpLDIUPC38zQW3zNekGjGMmieaZO17NZSObDhDVjQ005ucEkrhb/rLM/E1nN7b09JCJjrNp8PQCOOi8SMra8nf7jRxa07wlSHWYTF0d9PelsEUfp7c4oBfSMhqzqOKrL2GhVuYIgiwPL8dhsxEsTo+mxU7f0NgyDxJFReh7ZTaYzQuX1LTR+dB3elVU4FvnwFXXGTyGaJxYBSkkDi7/OrICfhGI0h5YuICkS2d6Tdy7MjKZI6wYe19TnR0unkR0OUvkCmsVOmZFjecBD3u5mLJGadmx/9vkHeHrr62zatImvfvWrWCwzJ41tlZXEChp1l23C0DSeef5X0+5vamqip6eHibbC5V4H0eRUgxNdeJoFghkI0XwGMTSd+L5hCuEMxhx+yUuFTK6I025WPqpKolksBnxnYhgGmd4YzqbyWQVWz6Efc/TNf0PX5vcjqzitVL17MS2/s5GWT2+i+talOOq8pNrDDP/sKJHX+2Z9Xn4oBRILbugxkZzRWl/KIS53osjSnFnNkiRh9Tkolqpu3Uf3UVnXhKfM7F6X7YtjFDU8i2eNFp2VrT1j2C0yH16xaNrtyWM70YsZYq8dZ1VVGalAE0M900VzfqxUgfROna6nLCQLE81twzFq3XYqCwZ6QcMxR9U+4LChSNDe04vd6WbJ6k0AkwsGKxwNtO9/Y0H7nmDo6Z9jr6rEtngJRVWfFM15Kxhx8zNkKdeJGElUo0hlAXweL2mH2SFPzybIJE8uSkd/1cHIz49h8ztp+q3L8W9ZNBmpV76hHp8BY5GTX8Rr6Zj5/yJIFQ3kB9tPOiOS7TMf71tbSzGWoxif2/4RKXnU3Y4TPc0ZLG43o2nzeQGpyLJSd8b+rLlgb2hoiM9+9rN8+Z+/wpWXr+buu+/G653dHmSvqiRltVO7ch2yxcKzzzw77f6VK1dSKBTo6DAXCU5rpe20ikqzQDALQjSfQTLdsckVx5f6yuNMTsXtNKsfVf75RzwJLjyKkSxaqjCrNSOTHCQ2ehBDL5JJLrzNsrXMQdlltdTduZLFf3Al3pVVRHb0zjq9nRtOYatwzbu6O0HXYBxZMrtTAiiKTHXAdfKsZq8dNZEnl0kx3HN8mjUj3RFBssg4m+bnrc6pGm3DMTbX+XGe4D/WVZWhn/2M3OhRCqNFVvs9FG0e2genW/0mFgGeWGm2eGwgS5PCfj4k80VC40k21PonU0jm8mMrsoTfbmU4mSZ4+VVYSlP/Fo8di9dOfWAZnYd2oxYXdp5LHDlK4vAR6n/tTrJFU4DaVR3dDpJdwpEtgNWG5pAoWjJk1CHskQz+igryDgdYHNgl46SNYAxNJ3FwBO+qKhbdcxm2iumdKD1LKwi4bKTyKrnC3MJQS0bRNIiVlZFz+dHSMdTE7M1VADJ9cRSPjbJ1tcBUy/m3ohc0IqVzocdxgj0jlcLimRLNci5FrQ2KiSjP/vI5brzxRhoaGvj617/OXXe+h7vvvA1ZlnG5Zu+0aa+sJOPyYnE4qQquYcerL0+7v7GxEY/Hw5Ej5oyB3+cgmhCeZoHgZAjRfAZJHB7lSK7AU4k0WvrS9u9mckVcpUqzz23DZpFFgsY7lExPDABXU/mM+4Y6X0CSzfc5HT+9rmmSLFF9y1KsfifDPw+hnvAdMgyD3EhyzsroyegeStBQ7cF2gmCtq3SftCugpcyMdOs5dgDDMCZFs2EYpDsiuFrK570Ab9dQlIKmc/Wiimm3h7e/Qn4sTG70CCDRFDGPt6doQS1OHXt+NIXitGKc0NFYkiUsHtuCKs17RuIYwMa6cvLDSWS7gjUwd7a0s5imYPdOWjMmcNR5cBvlFPJZekL7AOa9jmPg8SeweD3U3HIT6VJhwVbQCNvj2Kw6zlweR/1yDMlGWZlKXhtAyimUV9aAJGHIduwyDM6RMgJQiGRBN3C3BiaryyciyRL1S0qdIbsic24nExshq9hpXxUkKZuV/bksGhN+ZldjGbZKF4rTOqevuTCeIamVWqI7pqdnWNxuxkuvyy+eeYbrr9jI93/zNp759oMMDAzwV3/1Vxw+fJiPf+Bm3GXmTIfTOft7aK+sJFNdjoRO/dpNHA8do23bvxIbPYxh6EiSxIoVK+ju7iaTyRAo2TMMwzDtGedYNBuGQao9jH6SCxmB4HwjRPMZQsuppI+Ps9vQ2JbOkTmNbl0XA5m8irMUCyZJEhXlTmHPeIeS6Y1hLXNgLXVSmyCbHCY2sp+a5uux2stOWzQDyDaFuvevQM9rDP88NGlzUhN59KyKfYFNTcCsNLfWTa8K11W4GQ6nJ8Xe2EiS8MiUb9Tqs6PnVLoP7sPp9lKzyOycVhhLoybzuJfM35qxoz9CjdvOkvIpP7hhGAw8/iSupka8KxrRClHkI+NUWSFR1shof/fkY3MjaXOx3lusMQvNam4bjlLtstPodZIbSmKv9c6ZZmMYBtp4P0W3n8raxmn3Oeq8kNHxeapo3/8mg0//gt2/+4cUIiePWs309xN5Yye177kdxeGYFM32nMogA8i6jpRO4WhYTkEL4K+0EdXNbTq1kodbk3HbrQz3zJ5nDVN2FlvV7BVYgMbVZgpMT9vc/ujoYC9ZyY5msTCW0ZAUK/k5FgMWo1m0dBFno5nQ4mwqI9Mbn/ViIh9OkyzlXJ9YadbSGRS3m/FcgVR/N4/8z8/p7hvgmve+nw989b94acdrfPGLX8TrqmW0vxu724fdbkdRZr94s1ZUkK0PUE6KunWbMXSDV1/bRcfeRzj0yj8y0rOdFcEl6LrOsWPH8PscFFWddLaI7LCaWeXzyJw+U+SGkgw9eZTs4Mx4PYHgQkGI5jNE6lgYQzOIWWUMYHD40v7iZ3IqrhOydKvKncKe8Q7E0A2yvXGcs1gzhrpeQFbsjGlreKFj+RkRzWBG01XdtJhsb3zS35ybsBMssNKcyhYZjWYnkzMmqKt0k86pJErV7Mf+aw8//f5UGtFEOsXwseMsW3cFUqm1dbrDrEy65+lnHk3naI+muLqhYppAjbbtJtPTS8OvfwB3awuZ/n3kR1KsLvOQLqunt9sUhbqqUxjPzNrMxeJzzLsrYKqgcnQ8ycbacgxVJz+WPulrOdzbgREdoqjYyb5FODlKr+XylivoOryHzu99n9zwMB3f/I+TVpwHHv8Zss1G/R3vNcc0YWHL5UhoEcb6xrn8b3/Go68cIhaTURSJpN8KRg5r2HyfckUDhwxjgz0UC7NfMBTG0iBLJ+3QWFNjXnwNdkVntdIdPXoUKZdCL90ViyWw1S6eszPghBVDr3Kxfe8ArqZytFSB4iyza4VwhonLs9kqzbG8SiS0H4AHv/wlbr9+E5VLV3JkJEo2U+C7X3+eXCaJYnPOac0ASOU6Sdu8+FWVRctXoFitdI1W0nrZb2Kxe+gP/Yzk0K+orKzk8OHD07sCOs99K+1MZxSkhXf7FAjOJUI0nyESh0exBpyES61n+0cvbdGcPcGeAWbrWlFpfueRG06iFzRcb/HvZlMjRIf3Ud10Na8cCPPiITupVIxiITXHlhaGb00N3lXVk/7m/HDSFEKVM9M7TkbP0PRFgBNMxM4Nj6fJZgqMDCYYGUqSLC3espYW2tlxTrMnpDoiOOq8k3nJp+K1gQgScGXDdJE98NPHsVVWUnn9tbhbW8iNHAEJFicMDFnh4PA4AIVwGnRj1sWP1jI7aqqAoZ26O9/ekRi6ARvr/ORH02DM7WcGOLzrZZyquVBuLDtdnNqr3SBL1Ppa0TSVmFum/s47iLy5k7GXXp5tc+THI4xte4nqm27EWma+FxOiOSklsNtUjoWGSeVV/uiL/8Czv3qNXM6grFYBvR8Gc0hAVgVFLaDrKiP9XbPvK5zBVuE6acOZijLz/Y0VVOL7p3vIE4kEzz//PA6jiGvcPI+n01nsDcsoDHdizBK1N+Fnfnb/IP/4/V0kvOa5LzNLikZ+LE3GJmO3KditJ4pm09Oc0CBy/AiKLPPh3/49NixdDIbOzvZO+rqjrPG20WrL4ymmcDvtM7YPoKkFBjt+SVp34k3mKHfYqF8aZOvWbQRq17Fiyx9SUb+ZVKyblStXMjQ0hE02jyuayE92BTyXFo10VxRHvW/BjYsEgnPJeRPNwWDw6mAw+MtgMDgQDAZzwWBwLBgMvhgMBt9zvsb0dinGcuT6E9iWVxAvVa4GTuKXvBTI5N9SafY7iSZyqPP4gRdcOGTn8DMPd72ALFuobr6eaMkiEMvaz1i1WZIkqm9egi3gZPjpEOnuGPYqN7JlYaesrkFTtLTOUmkGGAqn6e2c8rV2hMyFXhavKYqrK1om7QlqqkB+ODVva4ZuGOzoj7Cy0kvAOSWyE0dDJA4foeED70e2WHA1N2OoOSw+nYr2GIqh0Z2XMAyD/Ih5HpktZs/is4MBavLU6yfahmNUOG00+UxrBoDuMRgb7KGQn34xW8hlad/3BsuazAzqcGa6aJatCvYqN4zmsRZ1sssX0XLvb+FduYLOb32H/PhMn/DQ0z/H0HUaPvD+ydsm7BnjUoRyl8zAoGnFWLtmDd/83uM8v2OMSl8KrAMYWQmXYiGjK6CrWIDhORYDFsbS2E9izQCwWRXKPDZSLgvxvUOTFx66rvPMM88g60UsaBgFA1suR76g4ahfhqEWKIxO/4yf6Gfec8z8/IzkVSxeO9lZfM2FcIa0IlHusSPlU/R/5/MUxgfRMlkUt5ukoTDedYzGuipsNhvvvv3XcWaT9Od1Dr/+HGuVdlba8lw2up2NXU8w8MhfEP7ld0gefBm9aL5XIz3byOWS5GQHzkSMMruF+jXr2b9/P5GI+f44PTVoxQzLljSZ78OoOasTSeYmheu5WtCupgvkR1K4W/3nZH+C88d111239vnnn3/HTiecz0qzHwgBDwC3A/cBeeAXwWDwN87juBZM4sgoAJnaqSrY0CVcVdV1g+wJnmYw7Rm6AZGTxDAVVZ3n3+wVzWEuIDI9MezVbhTX1KxBLj1GZGgvVY1XY7V5iCTMz3os5zxjohlMf3PtnSvQCxqFU9gJ5qJrMIHXZSPgm+7Hrgm4kCQYGs/Q0xlBsci4PbZJ0TwW6UU3dOprl08+J10S1/MVzaHxJJFcgWvesgBw4LHHS4vhbgbAWVeLbLOhq8NI6SJNkkHUW08sPExuNIVsV7CUzawoTlTDT5WgkS6qHAmb1gxJksgNJ1G8Np78/j/xPw9+kW998fd5+Et/xE//4//x/E++w9bHv4taLLBxvRkzN5aZKcrtNW4K4zmqNDtjqTC5XJZln/0DjGKRjm/++7TvsJpOM/zsc1RefRWO2tqpcZUEWVpJUOlTGBiK43VY+cl//4DKcg9/99Uf0d45gtFoVjs9VhcZi3nM1ZVVs7Yc17JF1FSBVPsBQl/+F2J792Hos1+oV5Q5STosqMkCqePme7tz5076+/u54Urz2PUiuNIZCoaCvWEZAPnBY9O2M+FnNmrchHpN4T8UTpu+5r74W16LAlqmSNIw8HvtWOKDFIY7yXTsB8Mg6/aiITHa3UlwSYv5WjscePNJcu4KcqNmJT/TVMFoYwPxmjVIFhvJfS8y9uRXCT/zLQq5GCNd27BUXm4+f3yMgNtF7forMAyDl156CQCHuxoAq5KjsbGRgZJPPJrIozjN7/u5qjRnus3XzSVE8yXLtm3bvHfdddfbazP6Fv72b/+2/tZbb121cuXKjX/3d383rfXs9773vYr777+/5e1u+7yJ5lAo9PNQKPTZUCj036FQaFsoFHoceD/Qjymg3xEYhkHy0CjOxjIiedP751ZkhpKX7kLAXEHFMJhhz4CTx87tOjLCV/9nDx39J89gFZwb9IJGbig5I2rOTMywUNPyLoDJbNe0Vn1GRTOAvdJN9c1LyMtgn2e76hPpHorTWu+bseDNZlWoKHMyFE7R0zFOlVOlWorSGRpF1w0O79pO3kjjdU4J3nRHBIvXjq3y5FXMCXb0R3BaFNbXlE/eluntI/LGTure+x4UhykAJUXB1dxMduAwisvK8ryFgrOcIx3HyY+ksFd7Zl2wN9+ugPtG4miGwaY6U5DkhpLkbVnikVGuvPVDXHXbXbSsWIckyfS1H6R9/xtUN7TQ0rIEt1WZUWkGyA4dR5KtrL3xLnRdp/NQG876epo//jGiO9sY27pt8rHDv/wVWiZDwwc/MG0bqWwRiwSyBG67St9IguaaCgrpCL//kVtRrC7u/9+P0ZGNgJHDrbhIWc3Xvra2jqHe4zMEcT5sWkqie14j/MoODv2fv6HtM39A3//8mHx4fNpjq8qdRAsq1jIHsd2DDA8Ps2PHDpYvX05rbSVgZjTbtCKqYkPyVCC7fDM6A05YMDo1s603wGA4haupHD2rmh7rEoXS+JKqTrnXjpwxn1scN+MaE04PmUiYdDLB2tWrpsYqqxiSjMVrjqt73I2lxo7W7KD2o1+g5U+/h3f9zaQPv0r/oScxDB1HnWkrso8OU+nzEFi1EYfdztatW83b3Wab71x6jBUrVpCMR7BZZaLJ3KQ941x5mtNdURSX1bT+CASnSXNzc/5P/uRP+rds2RI709tekGgOBoPLg8HgrweDwc8Eg8H7Sv9edqYGEwqFVCAOvGNCjnNDSYqxHN5V1QyXLBmr/C6Gs4VLtmI60UL7rQsB4eQNTmIp88c5k3/HvP3vaMyW73PbZbIDCQzNmLYIMJcJExneQ1XjlVjtXjTdIFa6QEyqAdLxvpNu8+0wVOfiwRUuOivm5yOeQNMNuoeS0xYBZooaaknY1FW4GR5LMzwQxzlwGFf7TrJZlWOvH+D4/jeRXAp6yvws6kWNTE8M99LAnIkTJ5IpauwejrK5zo/tBG/twONPItts1JUWw03gbmkm3d2Nd2UVjf3mRcj+4ahpNSgJCU0tsveV5/jBV/43P/nm3/LaSz8FID4wetKW1ruGogQcVlrKXKiZImo8T8/wARoWr2DjDe9j4w3v48YP/Q4fvO8v+MT/+gqf+et/50O/+5dIkkSlyz6j0pwPjzPywlMAVDWtpbyylmP7Xjdf0zvei2/VSjq//TD58XH0YpHBnz1N2brL8CxZPG076WwBRdaospRjGDn6wklaF9Ux3NtJZUWAzR/8IkUVPvO/vsdYdj+OgpWM1TyPVPgDFHJZxkenp19MCFQ1PUbwzx5g+Z9+DkddLb2P/je7Pv27HP6bL5E8ZoreijIH4/EcZZfXkRqI8vOfPY3L5eKWW25By8TM7aDgkAyQJCKRCI76ZTNi57IlP/PBwTg2q0JzrZfBsfRkjveJvuZ8KRs8nitS7nUgZ839FKPmbGXM7mS84ygAm7ZcMfm8eocMhgEW88KxN7aUI/1lKHqYjr3/iYGBb+PtGFqRzOFXqW6+nhTmRZkzEcOHgWKzE1y+eEo0O/xIkkIuPcby5cuxWBScVsNcCDhpzzj7otnQDTLdMVyts3enFFx87Nu3z33zzTev3rBhw/r777+/JZvNznjjg8HgxoceeqjqhhtuWLNhw4b1n//855v0Ey6Sv/vd71bcdNNNqzds2LD+nnvuWdbd3T35A/Hxj398/D3veU/C7XafcT/oKR33wWBwJfC7wIeBmtLNEwdolB4zAvwI+I9QKLSg3qrBYFDGFO/VwGeA5cCfLmQb55PkoVEki4xneQUjz4zisCksq/SwM5wikshRUTb3Cu6LlUzOFBpux8IqzYm0Kb5y+XMXc3Qpc3z3d7DYXLSu/eis92d6YkiKhLNhSnQOd72IJMnUttwAQDyVZ6L5ZTznQldz5NJjOD01s2xx4aSLKt/Z140OHAgnuLxu/tO3Q+EUhaI2GTeX13T+evsRqtw2PrdlGXWVbg7uG8RjQHmyn2W3XMmhQwY7fvgDVE8Bb20Farh0Idcbx1D1eVsz2oajFHSDaxqnKtX58DhjL2+n9rZbsfqme6zdrc2M/Op5HI12/G06nmKBvrwNQzOQ/VZ2vvgzdr/0DGohR13zMiRJ4uieVwm4q+jfeYynX3mQytpGrrj1gzQtWz253V1DUQ6MJbhjaS2SJJEv+ZnHMwPcfPunZxUpVtuUFaTKZaM3Pv072/3Id9GzUWSbTH44xdK1m9i17ecU8jlsdgdLP/sH7P3s5+j4xjcJXHklxWiURX98/4z9jEdTKJJGq7+BfO4gA9EM729tZaSvA0dZNd6KJv7vl7/Jn3/2E3z64S/zT5/6Z3Klc0q5p7SQs+f4tEi8fDgNsk5Zcxop30vluz9C1XXXkBseZuSFrQz9/Bf0/uCHrP7rv6Ky3EkqW8S2vIKjL28jlozz4Q9/GIfDQSRhVqVVuwN3qZnOwMggLQ3LyRxvQ8ulURzuKT9zczl7D/azZnEFHqeVY31RrF47Vr+TTG8M/6YGAApjGXBYSA4XKPfYkaMxcz+lpikxxcZ4ZwiAK69/9+RxVfi8OOIpLKgYkkR54xqGYrtYv+4yEuPb6dz3fRav+zi614s9nKa29d0c7jMXwbrTSWw5U6y3Lm7hiSefYXR0lOrqauyuCvKZMRwOB4sXL2b3WI5IIodkkZEUCT139gsYueEkek4VfuazxLPt2ype6n698mzu410tV4ZvX3bD+KkfWRrTs89WPPzww8fcbrf+yU9+ctmXv/zlui984QuDN9xwQ+jEx7388stljz/++JFEIqHcddddK5977rnY7bffnnjyySfLH3nkkbp/+7d/O75s2bLcV77ylbo//uM/XvzEE08cPdW+f+u3fmv8t37rt+Y91rcyp2gOBoNLgH8Afh3IAtuB14AOYBxTOAeApcCVwKeA+4PB4GPAn4dCoc55juFHwIdK/04Ad4dCoWdP8vhZOXjw4EKfMi/a2trmvlM38B7KoQYU9h7cR6gzjM8p4cSsFL24fTeL6xxzP/8C4qTHuUD6SkJjoL+LNn1qZbrdKnH4WA9tZYlZn3esK4a71cfBo+0oubnzU0+XM3msFzKnPM5IDxg5Iikf2Opm3O0+msPwSuzZv9e8QUtBbBc4lrH/oFltGyw15JAkGAgXYAkc3vcyOBbP2N5CMQx4Pg7xPPgV2DcYpq0QnvWxsx3rwR5zKjwbH6CtbYzdaYjkJCK5Aj94ZTdaLoGcU5GQKNOipNYso2xgnHQ6izOnEe88hlNupG3nLhztRawKHB3rgPFTV8Oei0C5ApHjR4mWHl587nkMTWN8SQvRt4xXz5vfmSO7XsHnXURrWuewN4AqFXj68a+RLITx17XQENyIt9J8r5oMA3lnhoDeRLUzSXSoi59/76usvelunF4/MRV+GoEaK9QlhmhrG8LSnsFpGFhqfPSPRukfPflnREtCOAM7d7WRSaok2gcJvPIqlnddR94Dxc5REg0aGAavbd+Kx2/6ZOUb30X02V8R3X8QqbaG42oR6S3HPDA8hlXScNsURgbNBjA+Xxnjw/2UtWwEoKqmhX/4Px/nj//yEZ557Ve0vtu0LIQH+7E6XBzc/Tp5y9QFiKs7h54bw+mH8YMv0+1bOrXDFcsx9u8nPjBAW1sbqaj5+XjpjTZ6GKWRSsL9o4yNjSG1H6DMgLxiA01D0nX2H9qP7HfhBQ6+9AxqZStyWseTKdKeGad/NMWqBoVcMctIJMMbb+7C4yxi7cnStnMXyBLunhxxRccwIBEdQc6YXup8YgSA7nia6PEjVFb4GR2PEY6ar1kikcCZlrCqeXS7E00yz6F9Iw5qyjcSH2tjz9Z/wBaw4+5JcnD7CxyV67AYBtZCnsixo+Broa7RbOP+8MMPc8stt0DBSi7XS1tbGzabDQtJ+ocj7N69G49iMNI/TE/b3A1gFsps31N7VxEbcCzWA21n1t4luDC5++67R5uamooA991339A//MM/NH7hC1+Y0VL2vvvuG/b7/Zrf79fWr1+fPHTokOv2229P/OhHP6q69957h1etWpUDeOCBB4a+//3v13Z3d9taWlrOame5k1WaDwMHgHuBx0Kh0EnjIILBoBu4C/hs6bnzVYt/hinOa4GPAj8KBoO/HQqFfjjP5wOwZs0a7PbZ43feLm1tbWzcuHHO+1PtYYbUozRftwJ3q59HXnyR1kXlrF1WDUdjODw1bNy4dM7nXyic6jgXihQaBca4bM1KVrVOVdrqtiaQba459/VkZxtet4Td6ztrr9uZPtYLlVMdp2Ho7H7+RwDYtcOsuvx2ZHnqdKBlinRufYOKa5sIbGzEMAy6DvyAmCSzZsvd2Bxm9VY7PAyMsqShjOHxDIrFgd8v07xq4a9xKpXiueee45ZbbsHr9bKjf5yO0R5+fXk9VkXiR0cGaF21ZloSxcmO9fDoEWQ5ym03bCFvGHx320HWVXvJqRo7E1nev2Ypg3v34lMjVG1Yx8orrmC09yU6dydprF6CevwI0vJGVtQ0MdLWjXNJOcs3rzzpMQw8+RRHX3qV4Zvv5tr+EGXHotgCfqxlZfTs3U/V9dex/KabZjxPXbGCN777X9RbrHi2LGbpG90cKLfQ48xTW7+E993wWXoGR2cc59DwUfLDKT70O39EMjbOj77+1/Ts2cqvfeYv+ee2XuyWAn9y7UoqSq/ZgTeeI6XluO03PkF5Ze2McbyVdG+YPQd7Wbx6Ndt+cpBDISub61dx6x/8HrG2ESI7etmw4WqOvfYMtRVlBC83x2dcfjkH+wdJHDzEso99lKpNm6ZtV9d1Mj/txCMr1C8JsOcJs/Czau1qxnsOojnMwtimy1fj3/gZvvHQ07zRvpOWG1ej6jI1ZW6alq5idKB78jUxDIOOV16jkO0GB1iSo1y+ZiWyfcqD3rFrN+H+QTZu3IitPMxjr71KpiijGTqt1NBUrKDy6laOdT2HqoG3uhalrorusTgYsOZd76Fn1w9pcoN/40Zie4cYo4N0VTUwxh03Xk73UIKXD+6mvjlIeVme4aeOsqphOY46Lx3bX8PSHIDjES5btRSlxxS/smoWWjRPGeHOEEvqati8ecvkuF0uF0d2vIa3mET3VrFkeT2jbxyj0t/IxqtvZaSnnv7QUyhNS5AGEjTkBrDVrqLCSCMBi53mz3Fly2I8Hg89PT1s3LiR/mPDjPZs5/INl6NpOk+98d/EMwYbN26k58BurB4n9RtP/pmfL3N9T3uP7EWql1h+5bpZnnXmyOfzZ624diFz+7IbxhdSBT4X1NfXTwrbpqamfCQSmdV7V1tbOznV4XA49EwmIwOMjIzYvvKVrzR+9atfXXTCw6WBgQHr+RTNd4dCoSfnu6GSqP4u8N1gMPhrC3heJzBRlX4qGAw+BXwjGAz+TygUuqDzyRKHRlHcVlzN5RiGwUgkw7plVVRVurFL0Dc4e0X1Yic76Wm2Tru9stx50lbaSV0DLGSKoo3q2UYrZsHQ8VUESYyHGO15mdrWGyfvn2gBPLEIcHxgJ9HhfdQvuXVSMMNUGsqKlgDH++NIjqa3vRgwFArR1dXFkSNHaFm9jkcP9bE84OH2JTX0J83PTSiS5KqGilNsyaRrMM6iUvvsxw73kVN1PhisR5Yk/vqVI+xNp3ED5akBApuvBEDPHcMwZGpv/k0qB3rJHIeOBx/FWbPppNYMQ9fp/u73GXziZxx/z4eQDIOlnYeJDg9RjMdB10GWafjg7KdGi9uNvbqKdHc3de97Py0vdeIuGrzZ4OILd34GSZLoGRyd8Tyrz0G6fRzDMPCWV3DbPb/Lk9/5Mv/6y+0M2Kv57OYlk4I5OjaEnJKRA9Z5CWYw7RlgJmj0Hh0EJA4GruL6AjjqTX+to+hElhUio0OTz5NkmeWf+2Mib7xJ5TVXzdhub28vBRXKrDYMe5aBwRgALo+XcSBvqQAylHvt+D1ruWrzEh597E0+XChQ0BXUZIS65svpOLiLVDyKp8xPMZ7DKOpo6W6zZGPo5PpDuJZcPrlfWyCAmkqh5fOT6ywOHu1iaU0Ni8paiO8bxn9lI8VkBKkIzooAlvIAru4hEpE4isONtaKB/ICZoJHti2Px2DjYH6PcY6e51keh1AxmKJymrlQ0yPbGUVxml72M07R7lNs0JK2IZreg5FVkKwzGYiRGhmheFyRTzOK0OJAkCUOzUiON4SskSFYsx+40py/Cw+b3r6b5euyuSpzuGuKxR0kd2k7SezV+lx3ZbscWHoW6Wgynj02Xr5v0NTvcVRiGRiEbwe6qpKEmQG97kX9/8zh3OCzoZzlyTs0UyQ+nCFzTdFb3I7iwGBwcnBTJfX19tkAgsCChW1VVVfjkJz85dM8995y5aZB5MudCwIUI5jP5XOBNzDi6qtPYxllHyxZJd0bxrqhCkiUS6QK5gkZNwIXFbaPaojAwdmYaPbzTmPA0u+zTr8kqT9EVMGta5Emfw9atlypq0Zw4qqjfSFnVaoY6nqeQi03en+mNIdsV7DUesskheo8+jjewlNrF06ukE8kZ9aVki6zcQDY1jK4t/GK/q8tsVnG8s5OH93UjSxK/s64FWZJY5HXitiqExqd/p+Kp/GRiwYztDSZorStjLJNnW0+YaxsrqPc6qfU4uGNpLceSGXJVDsqzI/g3baRYyDPYsQdNaqS3M0XVu0whbfcHMQyd1PE9sy7u1VWV9q9+ncEnfkbN+95Dx/K1rK4u45q//79s+c9vc/VP/pvN3/0Om77977hbWuY8fndLC+muHhSnFf+SCq4KF+mzShwKz90oyeKzY2gGWikfftGSVfhv+jg99mo2WFOsqZq6wGl75ufYZAf161fMub23UuUyZ++6ugZJ5iSabVEKKjz5P/smuxQWRjKUVVQTHZs+u2qvCFD33tuRZmnzfPjwYTRDwS/b0Sxp+odiWGQJCkn8VXWkVfPcUe6xY7G6+PW7fgdV1cmMHyAvWSnGxqhrNtegD5Xymgtjpt1CIgqyBWSFXO/hafsdKSZIuBWK0ehkg5PxRI7LLrsM/+ZF6AWN+L5hjHQc8uCpqMLrrzJj53IFcrkc9oZl5Abb0XWdbF8c+yIf+9rDrFtWhSxL1FeZr8tgOIXFZcVW5SbTG5scX6aUNV6GWVRRvaV1L26FrpBpyVzcWMd9T/45bw7sBSAeUQlY03iLSUYt5eRy5nl0qG9qAri8ahV2VwXe9TdhFLIEBvZS7rCxp/5WdnbKuC0KRZuLy1YtJxQKMTg4iMM1laABsLTVTOfa0xdBdljOenrGRNSc8DNfWvz4xz+u6uvrs46PjysPPfRQ3U033RRdyPM/8pGPjD388MN1Bw8edADEYjHlJz/5yeSHqFAoSNlsVtJ1HVVVyWazkqqemc/yGYmcCwaDZ8QXEQwGJeAGIIbpm75gSRweBd3At9r08I1EzBNibYWZaVulKAxGLs0GJ5n8zPQMMBM0kpkCucLsH17VYlZPspoQzWebYt4Unxabh8YVd2Jg0B96evL+TE8MZ2MZul6gc/9/oVictK79KJI0/ZQRSeRwOCw81WdWQVNqJRg66UT/wsZTLNLf34/VauVA3kpHLM1vrmmcrJLKksTygIfQ+JSADMey/M7f/or/fGGMaHJ6VnEqUyAcM9tnPxEaRJHgzmV1PPvov/HUI//CRmeBMiSiwTKMMge28jKOH9hJIZ+lqulyjofGUDylfdu8GHqSrocf4ti/fBUtN7UvLZfj6P/7e8a2vUTTx+4h/Wt3Ec0Vp2UzS4qCrbwce8XJK+Sulmayg4No+Ty+NTWsi6oEFIXHQwNzJvFYS7Fzxbjpie5PZHilWE5VMY669bv0d5iicaSvk3iHub6grLX61G9ICb/DhizBkTfNae1r7r6OW96/kuNHRmnb1Y8t4CQ3mMBfXUf0hErzySgWi7S3H0fVZVyKjGYk6R9J0BDwMDbYTU3TEtI5DbfTis1qCu733PlbOO1WDh07guG0oqViVNY3YbXZGeg0hWZ+LA0YKNYctqom7LWLyZ4gmnVdZ3foTQarHRQiUawWBacVioadlStX4qj14GwqI7Z7EDmbRi+Co9yPq9yPK22e38PhMI76ZeiZBLmeXrRMkbDHSiyVZ/1yU4B6XTa8LisDpSQPV1MZucEkuRHzOzfxCXYVYwCoXlO8a02ByeSM1sX1FLSi6aEHRgdylClmV8Qe3UU6k0VRrAwPJFDVt7Q5b1yJJVDP0uE2HBqElUp6sx7KHFYMt5/lzeYsw7Zt26Zi5zLmWoHFTaZfPpfX0O2Ws57TnOmKojits7aJF1y83HbbbZFPfOITy2+++ea19fX1+QceeGB+J48SH/jAB2L33nvv0Oc+97nF69evv/x973vf6pdffnmyQvDAAw80r1+/fsPWrVsD//Vf/1W3fv36DY8++uj8pihPwbz7VZY69V0RCoW+eMJtvw/8PeAKBoM/An47FArNaz4nGAz+AOgB2oAwUAf8NnAjcH8pfu6CQ00VCG/vJnloFEedd7K97UTcXE3AhcVlo8aisDuVJZdXcdjn/TJfFExEzjlnqTSDKXYWVU/P3NV0A+zmD2ROvaBdORcFamFCNLuxOwPUtt7IUMdzJMavwKk0osbz+Dc20HvkcXLpMZZtvA+rfWZOciSRw7BKaDZTTMfzHvxAOt6L1z//xYB9fX1omsbiTVdzIK6w0i2zpX66HSJY4WXPSJzxbJ4Kp51fvt5DUdUYjOh87isv8b/u3cLyJrPY0FVqn+2pcPDLgTHeu6QGORPn+IGdptWh/SB1FRs5uuJKdm24lg9gto4uq6hhxfr1dPzkAOPjGRS3FS1dpOqGy3C13kPvo/9Nprub4J9/HqvPx5G//X8k24+z5A9+l/Tmq/nOzuNUuWysqy5jobhbWkDXyfb1416ymEW/vpI7rQb/ebCX3cOxWZ9zYlZztlrjm7u7cFktfO7qTfyy83me/eE3+cgffpEdz/6YCmc9kkXGVjG/nGkARZYo01XCsh0n0LRqEUtsCh1Hx3j+qSN87MpmckNJ/Evq6T6yD01TUZSTn+/6+/vNLHckPE4rhVyM/rEkjRU+cukUtY2LSQ0UKfdM1WLsdjvXrFvHazs7cb5/PXo4jaJYaFiykp5jBzAMg0I4jaFnsbrBXtuK7PQQf/Pn6MU8stXOaH8XhUIOHDKZsVEsmWYs5LE6y7BaTSuZf8siBn98EHshT7oI1rIyrD4frrR5fg+Hw1TVmw1vkocPAH5CpUi+y4NTk6P1VR4GSzONzqZyYm2DJA6OYC1zEM8UsFkV5EypLlRRBV1jGH4H46+F8Hh9VFQHgDS9cXNBdH9PlCtazIu1cYsXd7aI0+EioekM9SdobJmq1EqShG3Nu2l8+Qf0dJvOx4Jkw4lExllGwKVQXl7O1q1bueeee1AsTnJp86LXV7pQ1PMao2TwnUXRbOgG6e4o7lLU3NjYGKFQiA0bNuByzf8zKnhnsX379gMADzzwwPDJHhcKhaatGn3wwQe7T/z7Yx/7WORjH/vYrPaM0mO7Z7vvdFlIpfnzwOS8XimK7qvAIPAr4CPAHyxge68B7wa+BbwAfKM0njtDodDXF7Cdc4Ku6kTe6Kf7O22kjo7h37KI+rumop0mKs3VARey00J1qUJyKVo0MrkidpuCokz/eJ0sq3k4lUWSzUpzfo4OXoIzh1o0P5dWm3nRV9tyAzZngL6jT5DuMX/M8+4uIkNt1C2+GV/F7AszR6MZDJuCZJFRLBLhhIrNGSAdm7+vWTcM9nX0kPLXsaPowqblaY73zXhcMGCK9qPjKVRN57k3utkQrOaTt5rT4n/xjVd4Yae534n22ftSGTxWhdsW19JxyDwHf/gP/op1V9+KbWw3lYP7GWmoZ1foGEPd7azefD1LV5iV2I6jo5Nd9zxLK2i8+y5Wf/ELFKIx9v/pn7P/z/6CVGcXK/7sT0lsuoqvvNmOx2bhgSuWY1UWPonnbjXbVqe7u5EkCc+SCq5qrKDO4+CJY4PM5kKZGF8+nuW7B3oIZ/Pcd3krlT4v7/3NP0RTVR77j79joPModeVLcdR6Jr9n8yHTP4BzsJ9MuZ/KWi82uwVJkrjzN9bhdFnZfzyMllXxe2vRdY34+Ezf9YxtZjKohnl+9HjsFJJj9EZS1ATKQJJoWr6WVFbD75s+gXn7He+hfzhC13gGdJViNkbz8rUko2Fi4WHyYxnUdD+yYmCrbsLRtAp0lfyg2emu99gBc0OSxGhfJ4cOHcKmFCkytR9XcznWChkJA60IBxIWfrQvgTVfAHTC4TC26iYki41c/zEsHhsH+qM01nimxYvWV7oZLGUyOxf5QAItVcBW5SKWylPutaPGRtEVBWdVK7oigw3GO0PUNzQglWwxffFB0sk8yVgUu26K84S1jGFVwuszv7v9PTNntnNLr0JDJtDxGhWlIq6RylGwOomPj/Ku669n69atSJKEw11FvmTPwGp+brWCxv5oL4aqo58lu1x+JIWeVUn7NZ544gm+973vsWfPHrLZS7ebruDCZyFn9pXArhP+/ghmFN2WUCj0HuB/MCvF8yIUCn09FApdFQqFKkKhkKX0/9tCodBTCxjTWccwDFLHx+n9z92Mb+/G1VxG070bqLy+BeWESupIJEOZx4az9KNS6zF/zPpHL0XRrOJ2zKw2VfnnFs1dJ3hVC0I0n3WKE5Vmq5l3KytWGoO/Ri49ymj3dvBnGej7OV7/EuqW3DzndkajGRS7glsvINtlegYjuMtOvhjQMAx2D8f48ZF+vvz6Mf7ouX38olhGf+0KskWNa+15Brq7eKsHrd7rwGOzEBpP8sahYSKJPO+9upU6v41/+eN3sbIlwL/+9x6+9cQBOvrjlNd7OB5Pc8eyOlxWhY6Du6iqb6K6oYXmVbcSL95KS2gf1kKK7+7vAcXKig3XUOZ3UlXjoSM0hq3Kha3ShTVgfnbL169j/Vf+CeeiRRQTCVZ/8QuMLlvFV3cex++w8mdXLpu0lCwUR20tssNBuqt78jZZkvi1ZXUMp/O0z9ItW7YpSA4Lj8fitA3HuLO1jOUBUyX5q+q45cOfJhkbpyxQjZJVsNfOv6uioWkc/9o38GWSZJ12FjWVT97n9tj5tXvW012aYfMY5n3R0RmpUTPIZrOouvnT4/XaifT3Es8W8XpcLFq8Ep+/knROn1ZpBrjjbjNP/Be7TCtB9+7/omnZGgB6Dh+gGMuipUw7g626GceiFYA06WvuOXaQsgozP3xkZID9+/dT4XMQS01NjkqShG+VWeWU7VX8ZH+CJ3cNc8zdhGQUCIfDSIoFW+1itGg3lnovhzojrF8+3fJSX+UhHMuSL2oodguO0utur3QTS+bxe+wUY6PoditWuxdDtqAX8sR6O1lUX4daOn/GcglCxwfxetPIJVub7A0QNSx4vW7KA076u2cW22Kyk/ayZbTmD7PxsjJchRiF8Qw5yUKxWOCqK7fQ0dFBb28vDncVuYwpmjOSAZLZDbQ3GSFD/qxZNDr3tfMaR3lixzMMDAxw9dVX8+lPf5qKU9iYBILzyUJEsx/TRjHBzcCLoVBoIiJiG9B6hsZ1wTC+vYehJ44gKTL1d62m/gOrsPlnNiwZHk9TG5hqAVpX7kTi0q00O+0WfvXUYX7w0BsYpRLZxMKb2RI0+ksNFLScSvHSbKR4TlELaRSrC0meWqRVXr0Kp9JC0raXbPNOFIud1stm+pgn0DSdbE7DaoU7V7UgO210DUZx+Rop5uMUcrO3Q9/eN843d3fyYs8YBU3n8ko3tYNH+I0qiX+5+TKuWNY86XE+EVmSCAY8hMZT/GJHF1V+JxtXmiKozGPnb+67il+7fglPbe/kxV19eJaUUeWy8a6mSlLxKMO9HSxZY0afdR0dRsfNUv8yUkfD5NwVyFd+CJfXtFUsDlbR0xmh/NoWFt1z2bQmIPaqKi77hy+x6dvfoq+mkQd3HafSaePzVy6n3PH2BDOYiRPu5ibS3T3Tbt9QW06zz8XOFBS16ReUhmHwUp2NN/Ui66XDrMjtmHb/4tUbeM9v/iG3vOfTGJqBYwGtyAef+jnJUIjapcvQrTIVjdMbsiwJVrHymmZU3SDVbwrP6NiprYnZbBat5Az0lMsM9pjVaY/XzcqN1wKQymmUe6dE875d/SxqaKW+opI3j5ifi/RIiExsH+VVtYyGOsEASTfFn62qCcXpwVbdRK7vMNl0itH+TpavvxKHJjGUThKLxVjSXEs6WySbnxKGepnpD0+Vr6EvksOiyLxQtRktnyMcDmMYBpqzGkMboc+qUShqrF82fd16Q6V54TI0UW0udQe0VbqIJUuV5vgouk3Gaveh6wr9fUPomkZDQwO5E2oOodAg5eVp5LxKXrJSU+YlLdtxuVwsavbT3x2d4XmP5orsr1iPU8qxpCZJIDNIJlJAR0KzOrhslWkx2bp1K3ZXFcV8Ak3NEc4UkG0Kel5HtdjoYOiMLwYsFAr8+Mc/5plDW0koWa677jo+/elPc9VVV+FwvDP6GgguXRYimsNAM0AwGPQCm4FXTrjfCsxcJv0Ox9lYRvWtS2n67ctxt8y9wnckkqEmMOXDcnhsVNgsl2SlORbPkYrleG1bJx1HxxgdMZe+WC0K5V77rAkaQ6kcWkFDy2qoklDNZxu1kJq0ZkyQPDqGcmgpyFDUY7SuvQer3TfHFqCj1xRIPpvE9u29KE6FdF6if8i0Ks1Vbd7RP069x8GDt67jL69ZwXopSXl8mE3LF6PIEk1NTVgsFo4fPz7jucGAl0iuwKG+KLdd2YxygtVAUWQ+9Wtr+NxHN+Cpd6PaZD6wvB6LLE9aM5asNkVz54E+PPkI1VdsIBq20OS0c9xRZ3rrgaUrqtFUnd6e6LQZpQkkReFQssA32jqo9Tj40yuX47NbZzxuobhamsl090wTQZIk8YFgPSld4pW+6eujn2of4nUnXF6Ic4W8j8T4UXRt+rKSJas34iia5yZH3dR73v2f3+PI3/0j4Vd3oJWaq0yQ6R+g9wc/JHDFZpylhiXOajdv5cb3riQlQ7w7jtNTTmQeleZcLockm4LY6dPp7zftBYGKAItXbyBf1MgXDfylBXLjYyme/OFetj/fzo1XbOHg8W4Kqo7P3cRgx69oDbaSGTYv0CQ5iewqQ3GbItXRtIpc/zH62/djGAbNy9fikx1ELQ6cTicrlpgxryfOfiXi5jEckqvo2fsLEvu+RVJx0Z2oIZ/Pk4jGiY86kdAYGDiAIkusWTK9OlpXZb5WE75mz/JKLD47zgafKZo9NtOeUao0qxno6jX3W19fT1bRUUoXtIO9cWqq88hFnTR2qu0KOasDu8PJohY/yUSe+FsKEePpPJ2eVgqKF7VvNxX5EaScabMo2jxUlbmoqKhg69atOEqLAfOZMKOZPBabglbQ8FfW0cMoydjc6S1vh+7ubnp7ewkai/jwpvexZcsWbLa3f7EpEJxLFiKaXwN+NxgM3gX8K+Yiwl+ccP9SYEErIN8JuFv9lF1We1IfoKbpjEWz1JywwEZxWam2KvSPntkTzoWMoRvs2NpBd3cUWTd474fWAtDXNTV9WFXunNWeEc4V0NJFrBLo87dcCt4mxUJ60poBkB1MMPLMMVzVdbSs/Q1a1nwEX8Xyk27jhTZzpX8hrXP4wDBlXjuGIfHSG+0gybOK5tF0jo5YmqsaAlhk8/TT1dWF3++nrMwUOhaLhZaWFjo7O2dU0IIlg6Yj4ODWLc2zjuva9Q00XV5Dk8/JplLb7Y6DuwhU1+OvrkPTdIbG8vjVCI2bzYYKNYZCsqByOGxOnDUtDmCxyHSEZvfoHhpL8M3dnTR4nTywZRle29tb7Htk/xD/9o/biI6bFxrulhbUVIpCeLo4Xl3ppc5q8PTxIfKltIRfdo7w1PFhNio2rlb3IMkyulYgMX5sxn5yQykUlxVLqXo7unUb39gR5bu9DkL/+M/s/O1PcuxfHyS6ew96scjxr30D2W5jye99hsJYaRbINfMYFYtM3WW1lCsyNepqhntPnZqSzWaRJPMCw+nOMzAUA2Dd6pVYbXZiSVPAT1SaR0utv/fvGuA9d95JvlBgT984HrkBi9VFWbmGWyrDMDSsHgN7TcvkvhxNqzCKOYYPvIbd6aZ6USsetx/V5mXZ0iVUl2YHTzwnpeNmd77X0wp9e5/mxeeeZknsIH1qA6mijcOPvo4juxwdGYYPEWz2z8ikr68sieZSpdlR46H1vs1IbhuJdJ4qh4qhFtDtFqx2H8VokWOD49idDioqKshKGnWeajyKh/SYVrJn6GQlO241hyErFGxOFjWbn++3+pr7RpPIRQPr8uvIdu6l3p/Hkjc/N7Kvkvj4CLfddhtPPvkkmmF+p3LpMUbTeVxuK0ZBo7yqFh2D/Uf2n/I9XQhjY2NIksRS6ihbekEnywoEM1iIaP4/pcf/CPgE8L1QKHQYJqPifh149YyP8B1AOJ5D0w1qTrBnKC4b1ZLEwFh6zhzZi4lYJMP3/v11nn/6CBa7wtLlVWy8qgmPz05f19QJfa6s5lhRRc2oOBQFfQELlQRvD7WQwlKqNBfjOYaeOILFY6f+zpVU1K+nov7kHf0KhQKHh0vOrJEcq5CxY75vCdVOQXPNKppfH4ggwWQyRrFYpK+vj9ZW09k1kfG9ZMkSkskkY2Nj057vt1nQCxr1i/34fbNP5b7SP04kV+SDwQZkSSKTSjDUfWzSmjHUG0U1ZBobPZT5nDjtFrR4Ho9V4bUB8wLPalVoXlpBx9GxWffx+LFBKpw2PrdlGe63KZgP7RnkJ9/fTXgkxfGjpjh3t7YA5mLAE5EkiS0eSBRUXuwZY2vPGD85OsDmOj93BTxo7lEC1ZejWJzERg/M2FduOImjzoskSWSHhuj494fo8zZwxNNC41/+f1RcczWRN9/k8F//LW/85r0kQyEWf/pT2Px+Ev3m+zyemz0Yqe66FlxLAgTdK1irXcHuXxw96XFns1l03XzNHK4c/SMJAm4769ZcBkCsFB/oL4nmkVISSi5bpHH5tciyzPb2EYpjI3gCS9DVcXzWAJlCGMWmYaueapThaDS72eV6D9G0bDWyLJPzVoIkUeWzT0v0mSCfCKMaEsdH+ohFzOpvIHwEpyRxLFZFwpJnd24ro6pCs943w5oBZmMnv9c+WWmeIJHOoxtQaTHFtG63oCguMgULhwfjNDfVIcsySamAz+6h0ViMbBhYpBhyvkBGsiGnzPNpSrZRU+/DalNmiObhaAZb0WDRDXcA4KuB8lIOu7WinsjIIL/3e79HLBbjJ0/8EpBM0ZzJU+F3oqaKxAtQh59DXUfJv2Um4nQYHR3FZ3Vjc9qw14qoOcE7i3mL5pJAXgn8GnBDKBT6xAl3lwNfwaxAX3KMlPKYa0+wZ1jcZlZzoajNWll9J5LtOUSmY8+M27vaw/zHP7/MUH+MOz+yDqvTitdtQ5IkmloD9M5SaT6xgpguqBQMAzWj4rIqGEI0n3VM0exGy6sMPn4YQ9Op/+AqFNf8LAZHjhwhiSk4/JqBjERy0BQIjoYgoxGdVKwXw5jy4BqGweuDUVZUeCdbYU9EzbW2trLryAj3fOEZjnRFWLzYjKvr6OiYtt9X9w2Sj+bR3ZZZs4sLms4vjg+z1O9mVaXp3+08vBvDMCZF87E3QgAsv3IFkiRRV+lmJJxhc32AvSMxMqW0gCXBKsbH0sRKyTgTdMXS9MQzXOGLE+/bykD7M/SFnqL38GN0H/wRvUceIzZ2eIZN4kQO7B7gsR/sprHFj9tjY6AkelzNpuA7cTHgBHU2WFPl4+njwzx6qI911WX8zroWNHsYFA2PcxllVauIjR7G0KcSD7ScSjGSxVHnRS8WOfbP/0rW4iSNFV032F8sY9n9v8+W7z7Miv/1Z/g3bqDujvdSef21aJpOuDeOzYCxzOzCSXFaafzganIrisiSjPdwmD0P7URNzd7gJpfLoWmm9UAhTt9ognq/h+q6RoBZK82BSjcVVW7aD8YItizm5eOjFGJjeP2LKebjeFxuMmo/Ejq2qinRbPH4kX1VeNQ0TcvXous6w0jI+SSJ4b7JdRbh+AnZ26koac3GaPsOZEnGYbVzbDzH+1wKiaKTvYbOWKaXLrWSSiXF5bWzL1yur/JMVponmDi2icYmms2KrFuIWbwcHY6zsqUCydBJqjm8dg/l2Wo8njSSqiLpGhnJQT48DIZOzDATiuoby+jvnhLNmXSBhKZR4bZjD9TgXHwZViVCdbj0XfJUEB0d5Oqrr+byyy/n61//BlZHOen0GOPZPBsvNxucHD08xjLqKahF9u3bN+sxvh3Gxsbwqk5cLf5pawUEgncCJxXNwWDw08FgcHJZcCgUioRCoadCodDLJz4uFApFQ6HQV0Oh0Jn7Zr2DGClNrU63Z9ioLnXCuhh8zakjOxh69K8Z/9XDM+7bsa0Du93CZx64nvVbGsnk1cnGJo0tfuLRLInShUOV30muoJE6oT3rcNr8wVKKOsVEAWRQRYLGWcMwdNRiBovVw/DTIQrjGeruXDnv/F7DMGjbf4C8YQpfT6nC7IyZ72NEtWMofjBUEtGp6fqOWJqxTJ4rG6byl7u6urBYLNTU1vGtxw+g6wYv7+nH5XJRV1c3QzT/Ykc3bhXSqsboLCLu5d4wsXyRDyyvn/xB7jiwi7KKaipqTf9q19FhXMU49VdtAKCuws3weJorGwIUdYPdw6YAWVo69XWEplebt/WMYZN0qsaeYvD4Lxnu3ka4/w2iI/tJRNoZH9xNx55H2Lfti3Ts+z7jQ7tRi1MXzvt29fPEo3toXlLBRz+1hUUt/slKocXlwl5TPWMx4AS/vryeoqazqtLLZy5vxSJLZNRu0GXseh3+mjVoapZkdOp1y5eaajjqvPT+8H9ItR/H+ZGPm/tTJLa2mfF+stVKxZVXsOLPHmDxpz+JJEmMDiVRVR2/zTKnaJ4gsLqeV2OPMezI4ozlaP+PN4nuHcLQDXTdYHwsRejgMPFYkkJewiFL5CJ99EXSLPK7URzm5y86IZpLCUSjQ0lq6r1suLKJ/u4oG9eu59BgjJGBATz+0tpzd5yCZMa+2qqn23ayTj9+RaVx6So6OzvJahqueJihnvbJdRYnFjaMTJKo4SF8/FWuWX8FG5es483ON6ns+AEBd4E3OqFg2Ohxm+25vWMzCwlQip17S6V5QjR7NFM063YLFCSO5sziwZpFZfjseZJqBp/dgxJ14QyMTyZnFK0uxkZGsBWyhAvmReOilgDDAwmKBfNC6dDeATSbTGMpC79s0/tAz9PCcaSiTlZyUchnyaTi3H///Rw6dIi9h8cZTSbRDVhS46O+tZzBrhgybup81bS1tc1Is3k7ZLNZkskkXs2BS3QBFLwDOVWl+ZvAYDAYfCUYDH4uGAwuOReDeqcxEskgy9LkVB+A4rZSbZkQze9sX3PywEuMPv4VMAzUxPi0Cp+uG/R3R1m2qhp/hRvDMMjmipMev8ZWUyBNWDRmmw4dTpk/JFq8wPEDo6jJ4mS1T3DmUQsZwCDflyfTFaXqpiW4msvn/fzBwUF6MypaQUeSQEbCW+agQlJQLDID4TTrNpkxdQf3bpt83usDEWyyhD2j8Qf/9CIDYym6u7tpamri5zt6GRpPUxNw8frBIbMyvGQJIyMjJJPm9+d4X4z2vhg3LDcTM97aUjuv6TzTMUywwkOwwhQMuUyKgc6jLFmzCUmS0HWDkYREtbOIpdRAoa7SzUgkQ5PXSY3bzusli0ZFtZsyv5PjR6Z8zemCys6hKEHrIJVVS9lw89+z8ZZ/4PKb/pZ17/4il13/v1n37i+ydMOnCNRtIBXtovvAD9m37Ysc3/0wu18/xpP/vZeWpZXc88kt2OwWFjX7iYQzZEqVWXdLC5m32DMmaCpz8X/ftYr7Ny2ZzIJOpztQ0pVoKQNfRRBZsREdmbJo5Eqe4Fy4l4HHnqDm1ptJlny/t17RzLHe2JwpPwO9MQBqvU7CmZO3Rg9U1aGj4VmnE11ZRSSnEn6+g/3/8gqPfvF5/u3vt/E/j+ykUMxT1CScFpnEYDdD8QyLK1zINvPcEEtNVJptFAsakfE01bU+1m1qRFFkVq4y25tvD3Xh9NQiy0409ziyMY6BhLVy0bRxDaVVbBLs3f4CL7zwAi67nfJIhPHRQTS1SGWZg3B86nykpPMcHM0xPj7ERz75MW7/2PtpH+4nn0izdlkaVZcIaatpz9czprnJHNs56+tRV+kmmsxPWo5OPDZHIQo2O4bi4JFHjrAza/5WrKv3UOYukipk8Nq8pEcM3IEocsEsIsjeSrLZLPZcitFSqsWiZj+6bjDYZ75Xe/YMYlhkGipMu6Bz6eXILj9VgTiWgkZSNc/N0dFB7rnnHiorK3n0J68yVnp/q112Lltfh2EYbMvkWV2xhEwmw6FDh076/s+HCbuV3+LFvSRwikcLLkauu+66tc8///z8Y3wuME4lmuuA3wPiwP8DjgWDwf3BYPCvg8Hg5Wd9dO8QhsczVJY7sZzQ0MDisuKRJVw25R1daU7seZ6xnz2Io3k1/us/glHMo+emjmdkMEE+p9JUEse5gvb/s/feYXKUZ9b3r6o65+7p7slZmpE0ygGQBEjkZJIXjG3CgrHxOvCubdbfenfttTd5k22MA/biCDhibKJNDpKQQDmHkTSaHDvnVOH7o3qSNJIQZt/XQee65gLNVFVXV1c/dZ7znPvcqBrYyokDVWXP3bhFY5w0T/U1D2fy5EczZLP6w0XJySRP4p88i98f441NSiMytmYvnsXVZ7T/7t27ybv8qAUFgwYGo8iqi1oxaYAAhaxMydOIipFY6Cj9/f2UFJWtwzEWV3r42XMH6RtJ8d3H3iSfCeP1GPnFiwdY0KByydwI4USeowNxZs3SG6ocO6Z3Nfvdpm7MJolrVzTiNhuntdQGXQFOFmVumF0z8bvug7tQVWXCmtG36yiyYKS5bdKHWuWzcPWcw3QffJ7zan10RtNEcgUEQWDOgiqOHBwjXP4ObxyIUFI15ih7cXiapkX2jUMUDbj97TTO+wsWrvk87ed8ksrGC0iEOxk+8hta2/y8/+4VGE36vhPFXH36xNLe1EhueOSERItxVNotE0WU+WyYQi6MMVONnCwgSkbc/jnEx/ZNWGPywykMbjNHv/kNrLU1NN99FwNjaYwGkZsvaUMU4PXtMxfwDfXFsTlMVHtsRHIF1JO08wawOlxYbA5ioWFWvmcOrita2YsKksi5Livva/bzgavbEARQVRGTKDDarzdtaa6wT5DmWDKPxSRgNEiERlOgQbDaic1hYu7CKgRDA26bhQ1HBxAEEYtUjWwPY9bSFA0WRKOZkZERXn31VX784x/RWfQAEDm4Dbfbw/mLV+DIKaiqQmioD/9xxcmWUpH1+48hCALvfe97Wbt2LQAHR0OYXQXqHHGG1EbCySKjuBFiA6jFEy14tQHdrzsUzhDNFfnujmOMxvRVSUMugma1UiyZiMaKHIknMEgisyvsOG0yGhrGrI1SQcXlyKAq+udtdOv3raWYIZIvkZcV6sv3z7b9hznSN0B/WaTxlC1QgiDiWHQpZic0ZodIla0x0bFhLBYL99xzDy+9tpUjZXtV0G6m2u/AWmljYzKLSXZQVVVF14GXObT529MsV2eKkQE9K6B2bsOMqTRn8eeL119/3XnTTTe1/77HGR0dNXz0ox9tPu+88xYuWbJk8Q033DDnrbfemig4e+SRRyruvffepnd6/FOS5s7OzlBnZ+f3Ojs7rwH8wK3AAeBTwLb29vae9vb2+9vb2y9sb28/8xZYfyIYjWam+ZlBt2cIgkCNy/JHm9Wc2PYc4d99B2vLYqre93cYK2oBkJOTlf3jZLihRY9cGldVbFZdzRAlkbpGL/3lAP7xroBTs5q7R5MkDsYm2m4rBYV47tSq1lm8c4y30NbyRozuM8tFzWazHD58mKKnEiUrYxNF6pt8tHfo6q9BVlFyMvtCSVy+ZrwOhXUv/4p1+zaTLSn4k7tY7t/Ipy/azXtaX+K8OWFe2jGMLKtc0rKfOtNuRAHe3DuMz+fD7XZz7Ngx0rkS63YOsmZJHQ6bSc9rjqYmVj3yssLzXSN0+F3M8k0WF3Xt24bTU0GwtgmAzk0HAZizVk/NUJUSAfl5ltaNkhx5i3PLaRtvDeoEdvXFszAYRV5+9iCqprGuL0yTQ6RCiGN315/2egmCiMPTSKa0ggOHmqmqjHDRJTmMxkmyXVPvQRCFCYuGvbkJVJVs7+m7KiZC+vux0kApqdtjPMEFyMU0mXgv+eEU2d44xUgvcipF232fRrJY6B9NURtw4PdYWTg7wOs7+mf0iA/2xait9xC0m1E0iOVP/b30BquJhfTiuQXL63nv31zIwk+tovqGuVjdZrI7dXJe1ERErcTwUByABq8dwazfi/F0AYdFvz7jyRnBcr700pWNyDkDS2fXsenoEMV0CmMhiGbO4jKqxAsK2UyGxx57jL179yKhUcjFUc0Ozm0NkhyuZs8+BXtOX8ka6euaRpoTiSR2Smw72MmKuXOprq5mxYoVWEwmdkciFNQ0TY4odoM+zpmqGxDRyHbrCROaqpBL6+kbNWXSPBzKcCCcZPtInB0DUYwGETUVRrUYyWaNVPoMhPs7aaz0YpLBbtPPTQ4bAA2/RaGULyEYLdi9fgBc6CrzYCqHzWHC67fx1p6D/OalN1DK1847JTPcu/I9qAosjW+jIIqYzNaJRjQf+9jHEASB557dhFkEp8mAy2zA3uRC1jRe7otyzjnn4LOFySR6yJff3zvB0NF+zJqRqnNa3vExzuIsToV0Oi3Onz8/+5vf/Obg1q1bd1177bXhT37yk7NSqdS7wlHPpBAw3dnZ+YvOzs73AwHgWvT22R9Ab2wy2t7e/sP29vZr29vb/6wSyo/PaAYmCqqqbOY/SntG/K2nibzwfWyzV1B1898iGs38YHORR9LnIycne9z0HYvi9lpxlxu+ZMtLhrYpKkJ9s3dCkfY4LUiiMPGQKskqW9fr/s0l7QEMkoiSl0nkzirN/1sY7wZIVkKcoXPjqbB3717ygoGUJqEUFIyqRmOrD4/PRkXQjgMBJS+zeyyOy9eMxVhkbu0wW4bGsJIjkNmGxyZTX1NPf8TD65217BkKcv2aZi6+5u+wmzVmVQu8tW8YQRBobW2lt7eXlzcfo1hSuGpVEwDtFU4SBZmRjK7GvtITIl1SuL5NV837Dz3NwOEX6D+6n5aOZQiCgKYo9B6LYtNyBFrrUOQiR3f8AC3Xw+GQF9QcDi3BbK+DtwZ1G5LDaWb1xbM4vH+U1/cMMJYtsMyZAATsrtOTZgBFVnnp6f2k8+24Ax0MH3uedKx74u9Gk0RVjWuimMvWpL/Hk/mapyIRPojFHsRsryA3GKb30Z+SXHcQNIH+jc8w8IudaGqByLanaPrL23G06B7gwbE0dUGd1F20rI6RSJZDU4rJAAr5EqGxNDUNHvzWclFe5jSkOVBDbGx68qggCHob8tsW41qrX7OiKiBqKQaG9NdsmKI0x1OTpHl0OInBKOItWw0aW3x4K9wsnt1MJFNg4+O/hLATFBUTJRKywLa33qBUKnHTTTdR7zFgVVI4WhcRPbqH//rGrXzr+5/ALBqxGsyM9nfhd1vJ5mWy+RJvbNtHdzhNbyjMtRdfAoDZbGZ5x3x2RULkMlEkQWVVY5ob1rTStORcZA1iezegaRrd+37BgU1fpVRIUVWuERgMp4mURYCecAaX3YicCCFLApmMkeaAylh/F821lUhFGatZwZ32kBnV8PlUzCIouTwGtx+nS89N90n6BGewnDRiD4pYU24y3RKeOn0b75QYPMnqoJR30JQ+jFnMYbL7JzK16+rquPGG63jzhddxKhm9K6LJgMFupCPgYN1oErfbhtOqj+2p6PQ6g7cNVSMcDuO1umdsEHYWfz7YvXu3/dJLL+1YunTp4nvvvbcpl8udUBHa3t6+7Hvf+15g7dq185cuXbr4s5/9bIM6pdbp4Ycfrrjkkks6li5duvgDH/jA7J6eHhNAa2tr8d577x2tqakpGQwG7r777rAsy2JnZ+e7wkvf0fpIZ2dnET2j+XfluLnz0SPnrkdvpf1PwD+/Gyf4h458USaWKkwrAgQQRAHJaqDSoPFGskAmV8Ju/f2bH/zfQGLLs0RfeRj73JUEr/8UgmTg6ECcl/fG8YiVKGXSrGkafd1RWmb7J/Yd76xlm0LG6pt8aJqeJdraHqDCbZkgzT96dj+5eAFbtY1Knx2HzUgur5A4jaJ1Fu8cclGv6N9fGsE3InERM+cdHw9VVdmzZw+m+lloqoamapgQJlYZZs0JcnAsRQToD2cwLD6HJquPnuEEPcNO6pUM/7nuHD72FwtpWlDHM+u+zZvDdZiMIu+/fD6CKGFxVNJRneSJ7RoDYylaW1vZsWMHb2zZR1uDn1l1HgDmlPOaOyMpTCq82D3KwqCLZo+dYj7OWN8GAOYvdVDfots1Njz4OOu7jzGvyYsi5zmy4wdk4r00dtzCg9/roi2wlXS8m5V1s3hkbx89iSzNHjvnrWlh+5u9PH9oGGeFhUa1C9UeRDK+vQf/tk09DIUzaI1u3hhYii2Xprj1Fyxfe+9Eg5m6Rg+7tw2gqhqWyiCixXJSX/M4FLlAOnqMQMNqhDEZOVlk5KUnQNMwvqeGXOUYQr5AfPdjeJd0UH3tNQAUSwqj0Qxrlure3/PmV2My7uG1Hf3MbZ70mQ4NJECD2gYPHpuuWoZzBeDkdkRfsJoDW9Pk0kmsjumNcQRBQPDrx8lLInYxycBIAotRIuCwUBLNPLqnl2iuSIVF13PGhlMEq5yI5UQdQRBYtrIJa6INeInnnnyWD19wH5K5hABkBCN9nYfxer1UV1fz8uG91LXOxdowh8/+49fo6hmkq2eAN1ubqBcrGenroqn9Wv29xXPs29tDZP8gANdfc83Eua8+ZwX/tXMH6cFR7Njw2VVuu24+6WSMPb81EOzZw9DRF4iN7AL0RiEObzN+j5WhUBp30IzdKBEvKtilLCgyslGjkDHhUkbJJWLU1yzBqMoImsqi0TmMprIsWFg+gXwOqboZp1O/9h6zAYtBZCClj6M5ZwyDbAYZ7LU2KJTwHNdsR7A3I7GXJdFdFAQvsbHJidtff+rTPP7rJ+h67Rm45gKc5X3Pa/WxL5TmN6/sZkUFFGWBROQIwcbzT3oPnAziWImkmqW54azK/H8Tw799rmLstdf9p9/ynSN40dpw9TVXRU6/pY7nn3++4oc//OFhu92u3n333bO/8pWvVH/hC18YWrt2befU7davX+9+4oknDiaTSemmm26a++KLL8avvPLK5FNPPeX50Y9+VP3ggw8enT17dv7++++v/tSnPtXy5JNPnpB3uXPnTqssy8KsWbMKAHfccUfkjjvueNvnejx+b7m6s7NT6+zs3NDZ2fmZzs7OVmAJ8Nzve9w/FoyV46imZjSPQ7KZCBp08vjHZNFIbPktloYOgjd8GkHSz//R5/Rl4KRqpZjQ77doOEMmVaChZfJBO2HPmKJy1DV6EYTJJicBr41QPMdb+4Z5ZsMxbHUOVA1cdhNuhwm1oJAq/P6V2mcxM3R7hsCQkuTg8NEZl+VnQnd3N8lkEtlXjZzWP2ezKFDX4AF00jye1azkFPbHClRULyVVMR9NEBH7DtHiy3PpigYGBgYYStsoKEaKJZXOXv3esDqqmeXTl/Df2jeCP1iFJkiQj/Ce8ycftgGbGY/FSGc0xd4sZEsK15W9zONKWCrlQTJIRAaeZfPT9/N3Dz/CT5/8F/7h65/hjvdfztjwEVoW3oq/dhlmm4+CYiYdO8ayKg8GUZgoCDQaJc65YjYxh8RsyUgh2YvdMxlrdirkskXWv3QEyW9jX2+MJ9f38Ojmer78wjw+8m8v8NWfbuOFt3qorvdQLCiERlLldtqNM8bOTUUqegRNU3D755Id6EI0Wlj+vYdY+atf4KlYi2Yp4LuqgiXf/DJz/v5vJ9JEhsMZVI0JpdlmMXLe/Cre2DVISZ5UcobKRYC1DR68FhOScPLYuXF4A/pnED1JO+1cTid5BVnBapQZCKVoCHgQjWa6U3k2DkTImgQc1rI9YyRFsGo6+V60vA6rM8DcKjfr9uxH0ASkUNkuUTWLVK5IR0cHicgYqViYhrYFfPupdfxu3yCfvHkFtdUevr3pDawFjVQ8gt2ojzVdgwnio1GePzBIR4WXljlzSEWPMnzsVS44fzUaMLCvB0EpkClP6h0uLxlrBWIhw9j+53D6ZuvvL6ePkTV+O0PhDOFsgVqnFasmYBX0lUfVLCEarOzp0ZvR1FbrvEYsKtgqRygVVYKVBTTAVpIp2Ry4ykqz3Waj1mFlsEya+wT9nlcFhaylgMNkmCgUHYe5pplYycHS8HYSBTu5TIpcRj+X81auxt86h42/fgxN03CVs8cdXhsLrCZe2Z2nKFQRSVpIx469I19zsS+FJmjUzHp7KzRn8aeL973vfWMNDQ2liooK5Z577hl++eWXZ6wKveeee0a8Xq/S2NhYXLx4cWr//v02gMceeyxw5513jsybNy9vNBq57777hru6uqzjavM4EomE+Ld/+7fNd91115DH43lX0gXedSd+Z2fnu9s+6A8co2XSfLynGfQEjUBa/5wGxtK0NfzhR+yohRxyYgznkksnipz2dYXZcWhs4gGQiETxo1szgIkiQJhiz5iiNJstBqpq3ZPFgG4rOzrHeOAXO6mpdKDM9hDdPobLbsLnstAfyZA+S5r/11AqppEkK0VBgaLCyMgI1dWnLwbct28fNrudfTmVfKh83wccGMr+3MYWHzaDCLKKmimxZyzB2sYAbw1F8ZkM5JIyjbZhEvEohw4fozvpp63BQypT5MHH9/DNz16EzVmNXdxOa62TDbsG2bhnCGPWSq27wIWLJwv8BEFgjs/JvlCCogxLKt00uvXvYCp2DMlg5dDuPuYuW0Upm+ZvvvRfbNvdx4fu+AuK+TF++qsNrHvrCA89dDlXX72Ihio3/Qk3Tns3zUYDi4JutgzHuHluHQZRYMxthBAUdnWhdGSxu9+eOr/h5aPkciV87RXY0nke+dKVHO2Ps33PbvZ29rDj4CCv7xjkcx/U4+8GemNU1riwNzcS2vAGmqadNMs2ETqEKJmxmCtJHtiNs/UywMzYy91ovR7oECjZxzAHlk7bb7xQrL5yUjG+aFk963cOsv3QKOfN1++Fwb44Pr8Na1ll9lnNp03Q8Ab1fWNjQ9Q2n1jTk8vl0DQoKgJuY4m+SJrG6iCCyUK4bGHQTCIOi0YmXSCTKkz4mcdhs5swOCq4YHYlP9rURTqfxaLJaKKA4q2BTIz6mir6DusJIl2DEb7wb//J1Qvrufv8BWi2ZXz74e+y/tAeGuY2oWZ0j+6Tr3dhSg6xdzDOx+fPR7OodO16GEXOU11dgVEUGega4Zy2Aul0hmKxiMlkwjarDQ6OYi9aaF38l+x69QsUsvpYVxNwsHH3IGLOy5wKJ1pJJWjLQAlUkwGb28HOLl3xrasOAMOUsiq2yhFuWXkHUuEFUjEnDkUjYTTQWFaabTYbtU4r20ZixLJxupUuFpnnkHSMkc378JhPFHGsNdVEd1loNYYJECcDxMaGsTY7ieZLzLv2FtZ//Z947bXXWHH+hQBkDXCxR2XvsMSO4dm4S3uo9iXIpYaxuWpPeS9MRX44RSaTAQGCweDpdziLdw3V11wVORMV+P8GampqJgaShoaGQjQanbGPelVV1YRP02KxqNlsVgQYHR013X///fUPPPDA1KgcYXBw0NjU1FQEyGazwoc+9KHZHR0dmfvuu2/k3Tr3M1Ka29vbP9je3r6xvb19rL29XZnh58+O6YzMkNE8DslmxKeAJAp/NL7mYkgvPhpvEKBpGo/87iA+l4VbLtPbKkdiumre1x3FajPir5wsvBonzdbjKqPrm7wM9sVRFBW/x0IqW0TVNC6+tBVBFJAzJVx2E36PFbWokiq8PU/z3qNhSvLZeLozgVxMIwiT1oLjs5BnQrFYpLu7G/+suRQ1DTGjf87NjZMTQYNRoq1VV8uy4RyHIikGUzm6YhmKozkGS43YrBaefvppXtg2RlEV+dh7F/GJmxczHMnw2MuHsTp10jWrWuTYYIL+kSQXnLsQVS4yMjJ93GuvcJAuKRQ1YUJlBkhHu/jdvjpG1CqGQxo3/OU/s2vfEP/6dx/g47c28+mPrOaF3/4ct9vHNddcw2233UadF46MOijm4xRzMVbWVpAuyuwPJZBVjTcGwsxy2HAqOsFyuE+vNMciGba+0cPi5fUk8zJVPjtmo0RHSwW3X38RH7/ayofP0ePK4vkSNrtpohjQ1tSEkslSOK4j4jg0TSMRPoSroo3Iho2UUvozMfRKF6kDY/jPm43T1zpjd8DxNJ+awCSxWtIWwO0wTUvRGOyLU1Pvmfh3wGY6rdLsdPswGE0n+JrHkcvlkDX9sRMwF+mPZmgM+hBNk5F2ks2IwyKdUAQ4FYGGei6YFaSkKKw7tAmjpqJYTBTlGEIpQ2Swi77DeykKFu6+56+YO6eNf/7LVVhyRWbPei+L5jXwg9e3UFJVCpFeBAGODSXo7doOwJrqGgZ6n0WWVcZiSxDI0DGnioGBMaw23d8dDocpZKNYXWFKFiPGRAnJYMZkcU8ozbUBO6lsiWgqT4XFSDJTpNWuX8MhUxWeChcHe7txVdfhLRf5lXIqtQaJtrlV5NMjOIy6/WlM1HA4HNhsNioqKqhzWsmWFDYPdoIAV9/Vhn1ZhlRBmeZnHoeluho5KhMxVzBH0BNpomO6FWUsW6BlzRW43HYeeOAB7EYJUYCMJFAVHGZ2IMqGTpFwSn/vqdixU94HxyO+Y4iEkEWSJLzeP3zx6Cz+dzE0NDRBkvv7+00+n++M/JiBQKD4uc99rnfnzp27xn/27t27Y/Xq1RmAfD4v3H333bMCgUDxK1/5yumLQ84Ab5s0t7e3fx54FGgGNgGPzPDz6Lt5cn8MGI1mMZskPA7zCX8z2ExoWZmqCvsfTexccUy/v8YbBGw7OMrBnijvv7x9woISTegThb5jURqafdOUsGxh0p6hqBqZckFffbOPUlFhdCg5UVX+yZsXkzMI2CQRTdFw2U0EPPrkYzzP9FSIJfP8/Xc28syG7tNuexaTkIsZNE1/qBokw9sizV1dXSiKQtalq0S1Rn3/9rbpLYTb5wUxAmqqREnVeGSvPgk7tj/E9WvncO211zISyXEsamVpq4NZ9R4WzQ5w8fJ6fv3qESI5nSCNDR8F4LoLW7n8wqUYDAb27ds3/bXKWcytZo06lz4JKObjJFMx3uytZN3+CHd8/K/QFJknv/8wf/9vP6F5wQdpX/ExLrvq/ezYsYMvfvGLPPbYY/yfO69i49YeAFLxbjoCLpwmA28ORtk1GidRkLl6bg1NLTKyLCGr7tNes1d+ewhRElh7VRuj0cy0ibUgCDTM/QsCPg9GSWFgJEZdo3eiGHC8nXZy34EZj51LDVEqJHD55zDy3AtYKvXzyQ0kcXYE8Z1Xjyc4n3xmbCLNYRwDo2mCXisSeVLRYyRCB0mE9rJitoHN+4foOvgKw717SSXy1E6ZFPmt5tOSZkEU8QaqiZYTNI5HPp9HQ1+ZMBVC5ErKJGnO6cc22AzYLSJj5fbZwWrXCcepmdXEssYKgi4X9/3sX/ibn7/K4UQOi5TCbpA5tn8H3Yf3851fPIeqqnzngc9i8rswyVnqqySuu+RDRBNZtnQeJTR4bGL83tO5lzlVbpovbyWT6KNvcCFbt7gw+T7Iklk19A6GqQzmEQSN0NgQR3f+EEEUGMxJqGN9jA70UlLM5NL6ZKfGX25Vn5WxCxKqqtFgypM22HlLW4rJZudYfx8VzW3Y3V409PQgmyiQSw9TyEWwivq4O6DmkCSJD3/4wyxYsIDachv5HSP9OE12Fs2aRXt1E0XViMt8YhSitboaazbDtsByKrUQbomJyU0oU8BgMnP9VYt59tln6e3pwWkykEaj5BnkivklMnmF7rgPTbSTih495X0wFXKmSKozTNycIxAIIIp/tkFbZ1HGr371q0B/f78xEolI3/ve96ovueSS2On3msQtt9wS+uEPf1i9b98+C0A8Hpcef/xxL0CxWBTuueeeVrPZrH7zm9/slqQTvwu/D87k7v04ekpGY2dn5w2dnZ13zfTzrp7dHwFGoxmCXtuMS6iS3YhWUqj12/9oPM3FsV4EkxWDO4Cqajz63EGq/XYuO6cBX3mQjmVKJBNZYpHsRPOScUy1Zzz7xjE+8uWXURSV+nL3p77uKBctq+P+T6/hgsW1jGTyOMs3tctuotKnk59U6vQTz2RZmdp+6J1HIP05olRMoyj6SkBb62zC4TCJROKU+xw5cgS73c6heIlSsohZ0+/3eXOmL7XqvmYwqRqoGsfiGUx5FYdB4srzmqitrcUUmA/Ah65fOLHfh67twGYx8k8/3EO6YGR+XZYqn40j/XHMZjPz5s3j0KFDE55Y0H3NH13SzPlTOFVoYDeRjJXDb/6S15/8NjVVtTx7/wNcc+cHEQQRX/US7GWV2Gw286UvfYkdO3ZQGQyw4bePIGtG0rFuDKLAimovu8cSvHBslAqriY6Ai2AgQyLpZN2LpyYN/T0xDuweZuWaFhxOCyORLFUV05fMJYOJ1sW3U2HL09V9lNoGF5FQhly2iHP2LGxNjfT+5Gco+fwJx0+E9XoXMSqQ7e2j8oqLEM0S1gY3lZfPQhAEPEH9OsfHpk82+seSBJ1F9m34dw5v+w5Hd/6Q7j0/odm8CVmBV97cydDhX2CQZGrLfnXQ83szJYVs6dQLit5g9UmV5mw2S6mk+2HTYV3VDnj9iGYrkXGl2WrAVlaabQ4TDueJgoTbX4nBYODn936Y2865jBf393PdPz/JA9/5FQajhb4j+3j0mdfp6unjpz/9KS7DMGFFn+DV2SMYjMu4YsVsnnhuC0cP78XvsZBLRejsGebyjnrEBTa81cs4eFCfmG18LcT8vA9F1ejvP8bS1ij50MvksyFaF91B3FaHgMarP/suQ6NJ4tFBnn32WURFH/eVrIxB0WsHrIUYedHKCAEOxlTCYyNUNjRgd7jJYUIr6kJDeGAzAAZVf0x3FfVJhNFoRBAEap36WNkTT7Ggcg6iINLqbUYUrWja9PbdAKYKH2ZR4LBnHkXRTKNBITSsd4MczeYxifD+98xHEAQefPBBnCYjKTWPakkzv76VxW0BBrJe8oqHdKz7bfuaE7tH0FSVpJwhEAicfoez+JPHFVdcEb3rrrvaLr300gU1NTWF++67b+YB4yS44YYb4nfeeefwZz7zmZbFixcvueaaazrWr1/vBti0aZN98+bN7u3bt7uWL1++ZNGiRUsWLVq0ZP369Y7THfft4ExIswt4rLOz82wW2BSMRE6MmxvHeOxcjdfKUCiDovzht4YuhvowBRsQBIENuwbpHkpy6xVzMEgiXpf+8ErKZnoO6st6U4sAQSfNJqOEQRI53BsjlS0SSeZxua14fFb6u2MYDRKz6jxomsZwOo+lTMBcdjNVZTU7cxrvJECuTNAPdEfJn/VAv23IxTSlkv7VX7RQJ66nUpvHrRlNs2YTLpUw5RXiqTxmUcByXCKMz2/HaTagqhr5iE72Qsdi3Lh2FhazAU3TODIis3B2gMbaScLtdpj58PXziSTylIQK5terrF5Uw96jYdLZIkuWLEGWZfbunW43WF7txSpCLp1kw7M/Z/emJ9h9JMvhN39OTfsF3PPxj9JyzcWnvB7z58/n3nvvJRMfYfvhEuny0vPKWh+yqtGTyLKmwQ+qTDE/itVZz87NfRNK6PHQNI2XnjmAw2lm1UWtxFJ5SrI6EUE2FVZHJfXVfkYTGj6X/t4GeuMIkkTrX91DMRKh/5e/OmG/RPggNlcdoefXY3A4CKy5gIa/XErtX3QglAvATBY3dncD8SndAePhTvpH4jiEPpy+Wcxe9hHmnHsv81bdx+XX3EttwMbR9GLQijTUj1BVMzkj8ZebZYRO1xkwWEM6EaVYOJHsR8NjE8WG0TG906LNVoVgshLOFZHQk4cwS4yO6MkZM8Hj8VDAiMumcdeFF7Hub67kfVeey1vbjvLhT3+erz36W7btP8aXvvRFLlw1D7kYpzvSCEYLXlUn67c2nwPA85u2MavKjCOvFztfvqIRciIGx0Uoikp7RyUjg0mqZi1EFAVe35PAZlYxaBEk5zn8+uk36FEDFJGYa8zh6glhNqr09R7jtRefAkDOyqjlImkxE0EQRFykeXKL/tnU1NViMZvJCWYMpSIyApHhHQBIRRUNgaPFGEV58trbjQacJpGCamNh1VwAgk59QpgunGhhFUQRS3UVRkWlt3IpNYYskd6DpBNRxjIFgnYzlQEnV162ip/85Cc4TRKJYg40sJtnc+mKBoqKxLGQC0XOkUvNvJowFZqiktg1jFBvQ1bks6T5LNiwYcPe++67b+Tll1/ev3Pnzl3f+ta3eux2+wnkqLOzc/vs2bMnlra++c1v9nzhC1+YuOluvfXW6Isvvnhg165dOzdu3LjnG9/4Rg/A2rVr052dndv37t27c/fu3RM/F1544buiXJ4Jad4JnC17nQJN0xiNZmd8GIJuzwCocVqQFXWiG9QfKjRNozjWiynQiKyo/PT5QzRVu7hgsV7wYTEZsBoFkqqVviOjGE0S1XXTl6mz+dJEEeC4JWW8kUl9s4/+7uhEWkO6KJMtKRhkDVEAu9VITVAnzbnc6UnwuKotKyp7u8Kn2fosQG++oMg5CkUYrFvA+rSGz+eb6Lo3E7q7u5FlmaK3BgSBhUE3iXQRl23G2g1qA07yqkZ+MI2cKWFIyVxdzlfuHkoyHM5M3FNTcfHyen7wD5fRPruNfGaUczsqUVSNbQdH8fv91NfXs3v3bqZmdRbzOfr3b+aR//5b9mx6CbfPwrMvbEcQDcxb+yEki49XX3112j4z4ZpyvNhzr3eRz4whFzM0um1U2c0YRIHz6yrIJgdAU2lfuBCzxcjTv9zNgd1D5I4jkQf3DDPQE2Ptle2YzIaJuoeqGRJ2AJob6onnLGRiW6gMhhks+5pdc+cQvPgihp56hmz/pNdYLmbIxPtw2JuIvrWZ4CUXIZnNGF3mCcI8Dk/lArKpQdKxbo7tfpTtGx+lpIjMnbOEWUvuwlXRht3dgNVRhcXm46JlDRzszTAcq6SleRjJMLmCFrCXvbynTdAoFwPOkKCRSsSQ0e+bkVAMQQCjqQbFbCdRKOEpP5KKkkBoJEXlDNYMAIvFQlE0U1KSJMUMFXYzV11zNU8/cg+f+eu7GYkkWLVsIZ///BeIDu9A0yTGIlVYGzowRjoBDZOpgTtuvJjX3jyMO7WBaO9mWoJOWup9WHo9DPbpau2VN87HW2EjbA/SUFXBrv09JMWV7Onx8srGHiRJYtni+YRLIo7cCMawPu7dfut7ufKKyzGbBZRsiVdfehURFZOcQLSbWWXpYseLz2Jxe2ltqcdkMJIVzNjkIlnJhirnkYw2tEwK1eZAAQZT01fVbIYCkuhjYaVOmmVVn8SGMzN3eLRUV2NNp+hsWImARoOhwP4t6whlCwTtVoxmF+csncXIyAhyPExKlpHSfoSSiUWzdcLbOaKvOL6dvOZUZxglW6JUrz8TzpLms/hjx5mQ5s8Df9Xe3r70tFv+mSCVLZEryDPGzcGk0lxZJhd/6L5mJRVFzWcwBRt5aUsfw5EMt189dyIjFcDnNJFQbfT3p6lt8CAd95DO5WVsZaVxoGxJGW+ZXd/kI50qEOntI/raTxgpxyVpeQWHzYQkCrjtZgRJoJh/G6R5SrHgjkNjv/f7/3OAXNKJQL6gkbO62DIco7m5hf7+fgonadt8+PBhbDYbu0MyqqKy3O+kiEag3KDg1Vdf5TOf+czEZKi1bMVpkYyE3xrh+gtaJiIIN+4ZQhSYSGg4HkGfDZuzGk2VaaiQ8bnMvLlPJ19LliwhmUxOqOJyqcjPH/gCAwe3Uts6D1/TdWhqjp2b36J29nlY7F6qm+czOjp6gh/6eDQ2NtI6ew47d+kxoel4N4Ig8MGOBu5Y0IDTbCST0P3Z3mALV97YQSSU4fFHdvDf//gi3//6Bl753SG6j4R55beHCFY5WXyOrjGMRPRrXuWfeXJd47ejagJ5sYHFCw4zOjhJeBr/8nZEi4VjD31/4vomyqSveCiCpihUXXn5Sd+Xt2zR6Nz6IPHQATSXnq/b1jp7xu3Hs5s3HKrDbMqSCE16qgPjDU5OR5qDelHm8RaNRHSMQrEEJv3+GAolCLpdxGUvCZM++bYU9fcYyUGpqMxYBDgO1WTDIhSwGAuURDOqtQavx8mn/uo6tm18lV8/8QQCGtGR3SQz1VQEvdjbV6CmQgStKdJmH5+69ja8Hhv/8p/3s/GNjVzdUYscVbGYKhjoieHx6Y2bzr9kFkXyzKqroudQN00tHVTVL+Hmm2/m9ttvZ+UFawipRkSthFRWlJVSkgULFuDy2dHyCumcjEfMIKJhdJupkcfo27yOWRddja2UxSBAVjDjkEsUy9fD5qxBToYwlNtn9yemq7v50hiS5MFj1a/peMfGgcSxGaMkrTXVWOJRhiU3YWMrzUaZw2+9QihbJGgzY7YFaC+vHg4f2EFWM2JM1KLmZDxOM36nyEDMgNnmf1ukObFzGKPXSlLUx/qzpPks/thxJh0B1wF3A2+1t7eva29vf7jcAXDqzw/+9071Dw+jUf1heFJ7hr1MmstB8YP/i6RZLSkMPr6f3MCpvamnwngRIL46fvFiJ3ObfKyYWzltG5/bSly1EYrIJ1gzALIFGZvFQCieo1jSUy1CZYW9oUymQlteJb7pCcIjOgkZT84AvUBKNIiU3g5pLm/TVO1iR+dZ0vx2MN4NMF1QkSUjqaKMo7YBVVXpmaGZRqlU4tixY1TVNtKdyWEpaOQieUpAdTmy7Bvf+Ab3338/W7ZsAWBeu267qLCaaK1z857Ver6ypmls3D3I/FY/7hkKZ8dhdeqkq5Ad4dyOarYfGqNQUmhtbcXpdLJr1y4ABo8dIhWPUDP3Yrr65lHI9/PcqwcpFrJcft2tmE0Sec1OXV0dGzZsmOaHngnXX/cehnoOk8rIpMod++b6nays1dMLMok+TBYvRrOLhcvq+Ow/X85dn1zFmsvakAwSb77WxaPffYtYJMul105ONkciWUSBiSLX41FbLow1BC5HlCDg3oQil3OHPW4ab/sgiT17UQ/o9oFE6CAGo53o797Es2Qx1pqaGY8LYLb58VYuwhNcQMeqz5KVdLJcF3SiadoJxKqqws6sGje9SSuITkZ735j8XIwSDpPhtLFz7oogoihNtNMex8FtG0A0oBhdVDtK9EfS1FZWEi26iUv6vaRmSiCrRPL6eZ2KNAtWJ2ZBxmOIEcPCvI4FONyNpGLH6Fh2PlX1LSQinSilLD29FVTVuLDNWg5Am3eEtMWPNS9z1/sup7NrBFVVuXJeDUp/DoPLzUBPlLpyIeTC5XWYxDgt9S0oskJvby9XXXUVDQ26lc1ktiJU6ve5WdTHvfSIfg8ZbAbkrExRNeCX9GeG5DDw/Cv7UGWZ2Ze8B08xRamQJyuYkQCDqN8TVmc1ciKM1VuNQTTQN4U0l5QSofQxQGI0o1th4mXCniqEGU6fOCZaqquxZlIk8kXqrv8oGiJtRFFUlaDdjMXup7HWhCRJ9O7ZjIwRNV2DUh5rW6stxPImjI4WUvFJX7OmapTieTI9MeI7hwm9dozBX+8nP5zCs6SaUCiExWLBbD75917TNF7f3j9RPH4WZ/GHiDNJzzgX+DF6tvMFwO3AnTP8/NlgYtn1JPYMqawwW2UVt8M0o9IsZ4pENvWRG0y+7SYTMyHbEyfbEyO84Z2nq4yT5pe7BKLJPLdfPfeEAkefx05c1Qf0huaKE88jX8JmMU6L2Bu3ZwQqnVisRrKjupKWCI9gFAVyqeIEaQYQDSJKQUFWT309xknz6kU1DIUzE4reWZwccpk0x0oSlD/bkGjFYrHM6Gset2a8ekRBshq4an4N3V1hSuhNalRVZf369QA89NBDANSWyXQsmuXrn1470QmzdyTFYCjD+YtOTvIALPYgCCK51DDnLaimUFTYfTiEKIosWrSIvr4+wuEwvYf3IooG9u9xUYonCHqHeeypXbgCzZx/wfk0VbnoGUpy8cUXUygU2Lhx4ylf97pr34OmyryyOTTha56KdKJvWlMTURKpb/ax5oo27vrkKj77L5dzy4dWcMMHFzNrSoHkSDSD32PFaDhxuB0dHWXrxpfQNJWxpITBcRluV5Kju5+c2Kbqisuwt7ZQevUVQr1bSIY7MWsVFKNRqq++8pTvCaBl0W20Lr4Ds83HwFgah9WI22Hi6aef5qGHHmLz5s3kpxQbeixGCoCn8lzSsS6yycGJvwWsp4+dkyQD7orgNKVZVRQObH8DBJFMSaLJlqAvmqGpoQlZMzIo62NKNlHEIGvEFUDQx4yTvo7dg4kiHilOUrAxd+5cHL4Wcqkh5JI+5kSHdyJKVgYHXVTVujE4vZhrZlMl9JA2echHYrzvfXfS3FBBQ62XOVVulBIULU5SycIEaRZFAYOYpL5WL5Rbt27dCedTOWsBcUXEVmVDK6qkevRiTcUsocgqmZKJoKT74GWDzK+f2cSctjYu63udWjVHIZ8jJ+ik0iY6EA0WnN5W5GQEkydIrbOS/sTkZ3E40k1B1onxeJOTWL6EURSAIofDJ97D1ppqbJkUJQ08rY241/4lAbHAsvA24t1xLLYARrFER8c8ju3fDUDJap8gzfOa3GgI9MQqUOU82eQgmWNRuh7YRM/3tzH0+H5Cr3SR2D2CnCrgml+Ja34loVAIh+PUdVidvTG++rMdHCo3OjqLs/hDxJnYMx4ASuitsn2dnZ3iDD/vbrbHHzAiuSJHhnVV92RKs2gQEc0ScrZEXdA5Y1Zzct8o0U19DPx8Dz3f20Z4Qw+F0JmTv/QR3dObH0ySG5y5QOl0KIb6kFx+1u0ZY16zjwWtJ3be9LospDUzAip1jZ4T/p7Ny1jNhokJQoXbMmHPEESBuiYvlH15+fgYQbuZVGY6aTYYRZT86av0c2VVZfVCnYTtPKs2nxbjLbQT6uRX9WA4RUtLC93d3Sd4fw8d6kQVDIQNugVpWbWX3t44AD63hb179xKLxaiqquIXv/gFyWQSv9uCIEAklScenfTxb9w9hCDAeQtO3UhFFA1Y7EFyqWEWtPqxWwy8uVcnYAsWLECSJHbt2kX3wT3k5Qp8pQhzQ8/RM9TH0Z4QTYuvpqHKRVONi+6hBH6/nyVLlrB7925GR0+etLJq1SqsNicvvdFFNjWEIk+Sw2I+QSkfP2VTE7PFSHtHJQuX1U37/egMyRn79u3j7rvvprGxkTtuez/x3q0MhdPUz17BsZ5a0pEtxEZ2o8h5YmN7sN7YhPl9FfR1/gpBNFDYMoo5GMC77MzccgNj6YmmJr29vciyzBtvvMFDDz3Eq6++SiKRQCvKyEDtrNWIopGxvkm1OWA7fewc6AkaU2Pneg/vJZPWx4REVqVCGyGcLtA2R2+AMlyyYhAFEvE8NkEkI4p4fTZMx+W9T4XJVYEIGASFFF5cLhdObyugkY53o8h54mP7Ec1taJpIVa3uj7a1rcCSG8QkFolFs9S1zOGjN17GP/zdXQiCgFqCcFEf0+uadNKcTkRRNRmb5KayqnFiojgVVf46QooBUUsjZlRyiRFKikrJpE9OkyUrFWIKDYEDPcPsP3iMay6+GI08LpePYl5XmgEcisbii/4Jh7UaVBmDy0+9p3aa0rxn5CBoSURhKmku4rOasButdM5Ami3V1Viz5c8hX6Jy9VVE3I1cNPgqR15Yx4F9+uRp/txGjnV2oWkaOasRtaz+zm/1I6BxcFD/XFKxLjLdMRAEglfMovaWBTR/dAWtf72SxjuXUnnlbGQUYrHYaUnzeF3KrDrPKbc7i7P4f4kzIc0Lga90dnY+09nZGf9fOp8/GvzPjmOsOzKK02aa1jL6eEg2E0q2RF3QMaPSnB9OYXRbqLyqDZPPRmzLAH0P76T3xzuIbRt8W+qzpqhkuqI42vyIFgOxrTMXgZwOxbEeTIEGxmI5mmtmzqH1uSwoiLgtmRkfaOP2jIGxNE6bkVl1ngl7BuhNTixKHAAlEabKbiGZKeCyTy7bmQwSmqwSy5z64ZwtyFjNEnVBB0Gf7axF421g3J6RQ7/ezR4bR2JpGppbyOfzDA1NWf4tlThytIuRtI3WeQGq7GYK4Ry5MrGucFl4/fXXAfjWt75FNpvlZz/7GZIk4ndZKABdnZPNOTbuGaKjpQKv03La87Q5qsmlhzEaRJbPrWLz/hEURcVmszFnzhz27dtHMh5GViuZO7IB9YpVPPncNuwOB7VzLqS+0klztYt0rkQkkWfVqlXYbDZeeeWVk36njEYjK89fy97dB9FUhUxictVm3M9sfxtNTY7HcCRDpc+Gpmk8//zzXH755SxYsICf//znfOhDHyIQCBDu3sxQKE2F305PfztF2U/3vl+w+7Uv0b33ZxTUKGrIQuHJYWqki0m/eZCqKy5HOMMM0v6xFHVBB9FolFKpxJo1a7j99tuZPXs2u3fv5gc/+AGZtH4P5GQDFbXLiQ7vpFTQJ/x+m5lovnjaVSBvoIZEZAxFLifcbF2H2e5G1SCZUVDK9peOBfMwUCKiGKiwmoin8rgMEiWDiK/m5CozgNU7Oakfy1SSTRexuxsQBIl09BjxsX1oaolkpgEEqCwngdhnrwCg1tRPJKURrG3CYbfhRSeGagnGMiIGozixT2REH1ODiTGaaxbz5ptvTVPnAdyShcNxla09YezpEopUZGhgGKm80iKrIhVSGtHu4ZmXD2A0GljbNhtVEvAGaygUi2SF8upkPocgiMgJ/ftjcAVocNcQycbIFnWCvGfkILMrGqmyWxhMTdozvBYTbf4WDodPXDky+bzYywkciUIJQRDoWXE7iihxkeMNtm+OA9BcI5BKZkmPDZMzixNKs9/nwW3KcbA3i9kWIBXtohDKYA7acS+owlbvxuA0T1uhDId1Mnw60ryvK0JDlfOU1q2zOIv/1zgT0jwGnFHXlj9V9MQzdCeypFMFAj7rKbeVbEaUTJEav51kpjjNr6VpGvmhFJZaF66OILU3ddD8V+cQuKQF0SgRfr2b9KHTp0Jk+xOoBQVnRwDP4moyR6MUI2eW1KEpMsXwEIq3gUyuhN9z4vtKJBKIqk5kbdLMWeTZ3KQ9oy7oJOC1TijNAPV1VqzlohBDNkaV3UzyOKXZUg7mHzzNe9BVbT2zdGl7kN1Hwsh/BLF+/y+h2zMECqL+YFpZU4GsashuP5IkTbNoPPvKNtAUmlpnEVFk5gfc9HZFGL+DvS4zr7/+Oi0tLbz3ve9l0aJFExaNKr8DxSBw9KA+kekbSdI/muL8hae2ZozD6qymmI8jl3KsXFBNKltkX+cwoy+/ivONN1EUBcXsxSM5MN/6XvpGO3n1jSNceOl1SEYztQEHTeWJX/dQArPZzIUXXsjw8DD79+8/6ev+xXuvJ5tOcOhoiHRssmlOJtGHIEjYnG/v/MeRL8jEUwXy8X7mz5/PVVddxf79+/nyl79Mf38/Dz74IDfeeCPdB96kdyiKIArUNvg4cHgRDk8TgfpVtK/4OAsu/AfEliuRkhKHv/YAgsFA5WWXnNG5pLNF4qkCdUEHY+W4t8rKSoLBIFdddRUf/vCHWb58ORI6QY6nCgQbzkfTFEIDbwIQtJlRNYjmThc7V42mqiQio6STMXo691Dftoi8YkQDkmHdZtDa3IDPECaBAa/ZSL6o4DPpJNNSOXOB9TjsFVUAaEA0V0NPVxhRMmJ3N5CKHSM6vBOTxcvQoIUKv31ikm8M1GPwVFJv7CNWMGEwmvBX1WFM6it0SglGo/K0Qudx0lwX7aWhfhbFYoHNmzdPnEs2m+Vr3/oWf/vdJ/jA99fz6vrdCA6R7t37kCwSUtnf7pPSqHY3z716gCsuW0NocB9o0Hzu+RRLJTRRJCMKmMpqsJzUx3+DO0C9W7/3+hJDpAppjsX6WFg5h1qnlYEp9gyPxUhbRQv9yWEyxeljqCAI+Bz62B4vF1KPSi7eqFmLW01yaXsSVRVob9G/O+EjB8iZJkmz0+nEa84xFC2AtZV0rJtCKIU5cPLPavxeOxVplhWVA90R5recaPk7i7P4Q8KZkOYfAre1t7effL3szwSv9+kDmZJTsNlnjt0ah8FmRM5OktDwFAIpJwso2RKWKYqKwW7Cs6SGug8uxOAyk9h7+pbp6SMRBKOIrdGLe0k1gkEktm3wtPtNRSkyBKpMyqYvLQeOI82lUonHHnuM7iN6Nb1ZDaOp09tXa5o2TWmuCzoIeGxk8/LEZCFgn3z/zmICn9mIXO4GOA6LSSfNI9FT21SmxtstbQ+QK8gc6jnrhzsV5GIGQbKgGHTSvLzag0EUOBzPUV9fP0Gajw7E2bx9LyoGVl+0CFnVmB9w0dsVwerWlWKPw8T69etZs2YNgiDwkY98hJ07d7J9+3aqKmyUBIHuo2GKBZmNe4ZPa81QFIXXX38dWZYn2mnnUsMsbPEgoPHi137M0W9+G0skilEpoVj9XHjbexiVS2za9BaKorL4gpvxuSzYrUaaynFl3UM6GZo3bx4+n4/Ozs6TnsPN770OBIFX3hyc1io4k+jD6qxBlE6+qjQTRqNZCpk4X/3Sx4jH4zz66KN0d3fzd3/3d1RU6AThpptuoljIcWj3JgolhdpGL4MDMg0dH6J+znU4vM0Igohgs9F4+62gqvjPX43RffquhFMxnmZTV+lkdHQUSZLw+SaLeZ1OJ+evPh+KBlSlRCxVwGIP4vLPIdT/Jqoq47eNZzW/vQSNaGiYQ9s3oqkqVU1t5OVyJFqZSDVWBakwhMkbReyiCIYCnnKbbcFzasXRGdBfoyiaEQSJnqN6NrHD28JvY7VsDin4qpcyMpSiqnbyWgmCgK1tBVXGIbJGO0omS+v8FdjzBVRAVkTGQvkJPzPopNlmc2JUVarmGBEQeOqJ55Flme9973vMnj2bf/vBD5hXGaAh6OEff7OV3GCMwb4+BFGYGP89QobXDg8TT+RYUOcmY1BZuWgNgdpGiiUZRI24UULK6Na/CaXZ7Z8gzf2JIfaNdaKhsahqHnVOK5FckWxJJlEo4jUbafe3AnAkcmK3VJ9XvxaJsr1tLFsg3XwuI7IBZ/9LiHkjs5r8GI0GQkcOkDGKqGXSbDQaqXTq435/qgpVKSCLUUynIM2hUAiz2XzKIsCugTj5osKCWSdaAs/iLP6QcCak+Q1ARU/P+FB7e/tF7e3tFx7/8790nn8wyJRktg5FObfKi5KXESynXh6V7Lo9Y3zQnKq65od1RccyQ4W4IAi4F1SS60tQip/YJGAcmqqRORLB3uxDNIgY7CZcHUFSB8aQ029/YWC8CDBh0Aet8TixcWzfvl33qzp1dUcUcijp+LRtCiUFVdUwiMKEojV+nPH3rSVHy69TgbuYxC5MdgMch6OsCI3FTp12ME7QARbOCiCKwlmLxmlQKqbRMCMbTJgAp9lIq9fOgbKvORaL0dM3zJd/9BY+c4a5c9o4FMtgkkRaXTYGemNYXGZEAQZ6jhCNRlm7di0At956K1arlYceeohKn41sSSFfkNnwylE27RlibpOPCvfJV2Y+97nPcdFFF/H+978fg1m/D3PpYVKvv4qvmCBc2cqC//g3Fn3jq2jZMZCMSKY0/f39vPjqdi5ctYCC5KW+Ule07FYjQZ+NnnITEkEQqKqqmlgungmBQICG1g7WvXmUTKIPVZXRVIVsoh+H5+R+5pOhbzjKtqf/nVQizrPPPsttt92GyTR9or127Vpcbg/DR95kOJzRyZoGg33xE45XedmlNP7l7TTc+v4zPpeBUX28GVeaA4EAx7eYTcTzPPX4d9j4i78jmtC/f5WNFyAX08RGdhGw6cTntKR5PKt5dIgDW9dT2zIH0WghV+5EORxO4LZb8NrNuIwJVKNELpnCsuQ18qlR0DSKpxlbTS6d8FvsDirNEXq6dNKctjTSqTWzVZ2P2d1BIpab8DOPwz57OZKgYncUKcZizD13DQZRo6iJJC16N9RppHl0gIrye3K6R6kMNvHzX/yM+fPnc88999DY2MhPPvYJvn319Xz6Y3cSzxb5yvdfJyTLSAJ4LAYkFBzk+eW6XVT47NT7nbRGBZbcfBsARVkFUSNhMKAm9fciJ0KIFjui2UbA5sNiMNOfGGLPyCFsRiutvsaJzoCHImkUDbwWE7N8jYiCOKOv2VUZwFAsEM8XUTWNULZAvb+CYc8sZBVcfUMYJANts+cSPXqQrEFAyU+ukNZUmDBJGoeHy7YTRxhz8NSkORAIzNg1dxx7y59dx1ml+U8eF1xwwYKXX3751N6rP2CcCWl+GVgOLAW+X/73a1N+Xi//908abw5EKaoaywMu0KBgOPlAALo9Q83L+MutYKcqzfmhFIJBxHyS/Fbn/EoQILHv5MVL+aEkSraEo21ysPEsr0VTNeI7T9+xaRzFUC+IEjFVP5ep8VjpdJotW7Ywa9Ys5KT+0Mtphomlw3GMd+jLl6Pmxu0ZMBk7V4rqBV19Yi3OUhJz2U4xlTS7yw/mSOI0pDlXwlaO87Nbjcxt8k0UA4ZiOUqycqrd/ywhl9LIqoQimcj0pLjpc8+wa9sQA6kc//HrHgD+6/svIBZjSIJKx7w57AslmFPhYGwoiVxSESwG3A4zGzboxVBr1qwB9C5tt9xyCz/72c9wWXTPa1NHFa+91kXPcJLVp0jN+MUvfsFXvvIVFi1ayq9//Wtuu+MjqJjJxPro/+XjNNkUBg1unHPaOXbwAGIhhiRKvPzKy+zZtZVwNM2HP3Qr/aNp6oKT43FztV4MOI6MIU86nT7BjzoVa9ZeRnd3H9FokmxygFx6BFUtnbGfWdM0vvQPf0NsuJPvPvQDlixZMuN2RqORy664htGurXQPRvTW1QIM9J5ogRJEkbr33oAlGDzxQKfBwFgagyQS9FgZHR2lsrLyhG1eeeV1Dh3aRmL0KK++8hIATt9sLPZKRnvfwG02YBCF05Jmo8mM01PBgW3rScZCzFtxIblcjrxsxCmV6I+kaKytRC3mMNjLMWmhOIIAmXgKKa+QPE2bZtHqQLS5MFfUEBT6CY+mSSfz7ErqY1cWG9sG9PtwqtIMYKmfiyJaqLKOEhsMkVbzYIa8CrHyCsB4EaCiyMRCw1RU67nblqLMvKULGRntQxAEnnzySTZu3Mh8qw1HZRV//Y9f5SM3XsLT23s5eGwnDrmAw2jAJ2aIZPK8tr2Tqy+eS3NPFt+ylYgGfUwtqSqqCFmLFTkZRtM05GQYg0ufQAqCQL27hr7EIHtGDtARbEMSJepc+srPvpB+n3ssRixGC42eWg5HTvQ1W2uqsWXTRBNpYvkSsqpRabcwZ9Xl7M2bkFJJknsMNDXMJXTkIGlBQyupqOVOjm6Xk4BDZk9XHIPgQ7aHMftnJs2qqhIKhQie5n7d1xWmvtLxtuodzuJPE6+//rrzpptuan83jnXzzTe3rVixYtHixYuXXHHFFfOefvppz/jfHnnkkYp777236Z0e+0xI813H/XzouJ/x3/3JQtM0Xu8L0eqxI5VD+JMoqOXComw2y549ezh48ODEPoZyVrPLICEKx5Hm4RTmKscJXbzGYXSasTV5Se4bRTtJ4U36SARBErA1T6oiJq8Vx2w/iV3DqMW31166ONaHyV9LOFlEFAV8rsmltDfeeANVVbngggsZ6YtjECGh2k4gzdlyK+tsuZvfplef4uqLViAXcxNKcyk2jGb1EjZXYNAUColy97PjlGbRJBJLnpzYjL+e1TLpFlrSHuDoQIJwPMcn/vtVntlw4tLknzvkYoZSSUQ1WIj1JQGBFfW6YnfOqlkYLC7m1mhcssCCxWLBVBEklC1O+JlBj9DxuS2sW7eOpqYmGhsnFdiPfOQjpNNptm18AYDWRVXEBP3eXbVgZtK8Z88e7r77bubPW8p1az/Ppz75jzz55JP87b88Tbh7H3IqxaJVC0iki4xGs+zatBk0gY55C8hms7z55iZqq9xceNlN5Aoy9cFJ72RzjZuhUJpCSaE/McSLQ3rs3LoDm056jW65+QbQNDZu7SYd637HRYD3338/rz7/a+ad/wFuv/WWU277wQ+8D7mY5cUXX8ZiNRKodE50Bny3MDCWpiZgJ5VKUiwWTyAymqbxH//5Lzjsbsw2D0899iNAJ2vBxvPJpQbJxnvwW02nzWoGXW1OxSOYrXZaO5aTy+UoaCZanEn6o1lam1tQizlK5ULqQjkyMhsrYS0qjJ6GmAuCSMPHvoV97kqqDLod7diRMFuGE7Q7FNwmgbfG4gBUH0eaBcmAEJxDrbGfkZ4Q4WwMo6RR0kSS9iS+Civ2ckFaPDSCqigE6vUcZkdJ4MoP3sgHb/gCLz73Btdffz2CIJAfGcVSVYkginzlR48xp8rN4w//lMzQUdTEUXximqd396OoKu9ZOx+fwYm0eFH52quUVAFFUila7WjFPGo+jZyYbGwCUO+u4XCkm1A2OtEF0GcxYTWI7AvpKyre8vVsr2jlSKQH5Tgb3XiCRjyTZ6yc7xy0m2lbdB5Rg4uUo4om+TDNTguFTIq+If3+H7doOBwOPKYMY7EcyUQViiOKcBLTZjweR5ZP3T5bGfczz5DWdBZn8U7w+c9/vn/Tpk27d+3atfOf/umfer/whS80Dw0NnZm37iQ4k+YmD7+dn3fjpP5QcSiSYjRTYE2jn9FykZpsElm/Yw+/+tWv+O53v8tLL73ESy+9NLHPeFYzBQWvazJ+TZVVCmNprKcI7wdwL6xESRf1WJ/joGka6SMRrI0epOOSLLwralELCok9J1epp6JQbp8dimWpcFsmCmBGRkbYv38/S5cupZAVKRYUXFYTSc2KXF5CHEe2vISXzBYxSAJb31pPd/cxBva9xFg5eqwUGcISrCXh0El+LqKf39T0DJvJgGiWSKZOk56Rn7RnACwtN9XYtGeIXEGmb/SdRe/9KaNUTJMvQkkwopZUSorKx67uwGGU8NQ6Wb54HqVsjNBIP7NmzeJgmcjM9zs5uHuYqloXiUwRj8PEunXrJqwZ41i5ciUdHR088atHAUjmZQp2I3YgOnTi5xGNRrnxxhtxOFxcecGnsNmsBB3n8ZX//jqvvbGXT/3rz3Cct4KFy/SmHJ29Mcb6D2GwVLPq/PMIh8Mc7Ozm5utWEMvrZLluSrZvU40LVYPe4SQ/2f0b1LI75NmdL/FG75YZr9EVF6/G4vCybnP/BGk2GO2YrJP+38HBQZ555hmy2ZmLVZ977jk++9nPMnfpRVxy3YdPuTQNcM1VV2A023n1xWf199DgYaA3ftLJ8jvBwFiK+qBzInbveKX5pZdeYvuOt1i7+r3MWnolB3ZtmhAAKqqXIhltjPWtJ2Azn7YrIEz6mtsXr8RgNJLP5ykoJuoMowzGM8xqn4tayJMwe/QdwjopK8UFHGiMZgqnTQ8SLXaMniq8UhSzSWRrb5hkUebittlc2FjFoCJjCdiwOU6sPfEsXIVFLJAc6iGcieJQVAyqCU1K4q+YjAcdLwKsqKlHsttxKUbEALS3nEMypl8HOZ1GTqexVOn2NZvTy799/HIS6Rxbf/gtHJlt1InDPL6jl47ZNTS7ndRcfy1CWWVW81lkJEqihuLQrSRyIjRNaQZocNcgq/p1Wlilk2ZBEKh1WomVx1+PRX+vbf4W8nJhWkwdTCrNiaI88TkGbWaMJjNzl57Pm6E8OWs9lwX0iUhX516ACYuG0+nELuiq9tEBD4gymeTMiU2hkO7JPhVp7hpMkCsoLGg5S5r/XLB79277pZde2rF06dLF9957b1MulzthgGxvb1/2ve99L7B27dr5S5cuXfzZz362YWok6sMPP1xxySWXdCxdunTxBz7wgdk9PT0TX/JFixbljEadIwuCoCmKIvT3978rpPnPvqjvTPB6bxiHUWJ5lZfvb+wCNCSLgVd27qNZLHDOOeeQTqfZv38/iqIgSdJEK20lU8TvsU4ozYWxNJqizehnngp7iw/JZiS5dwRH6/QOfIWxDHKygG9l/Qn7WaqdWOvdxLcP4llSfVI1G0Ao5VGSYUzBRkK7chNFgJqm8dprr2Gz2Tj33HPZtUUffP0+G8kR+4lKc1mJiKcKVPsdvPmSXjR4bPtTDIfuBnSl2T5nJfGMD4ahGAsB0nGFgAZEk0T6NJ7sXL6EfUrcX2utB5fdxPZOnRSETuOJ/nODqsqocp5c3k5OE8q/0xgYTTPX7+JgOMnV81p46623KJVKtLW18WQoQZXdTHYkw8hQkvfcvIANzx/ETohIJDJhzRjHeEHgpz71KTwLeth1uIrRZJ45djMvPrWfljY/BoPuVVUUhQ9+8IP09/fzkQ/+J23tTbz3tiU89LUN1HhX8qW7/oJ/+vGv+bT1GZ765CcxGSU27+zBpsZpmH0OdrudSCSC2WTg1g/cwMCYTvDrp5Dm5nJk2IZDh9gZ28+tC2+kb7STWoOfb771Y2RVYW3zymnvwWCQmLf4fDZvf4l4pAuL1V2OMit3+BsZ4cILL+TYsWPY7XauvfZabrnlFq688kosFgsHDx7k/e9/PwsXLmT5jZ+hKnDqqC0As9lM28LV7Nn6GqVSibomLzu39BMJZ/AHT7//6VCSVYYjWc5fVMvY2BiiKOL3T5IUTdP4+7//e4KBGtasuhZTJMSht37D17/+df7nf/4HUTLhq1pMZHArgepLOBJLo2naKScDgZpGBEFg3jl6qUsulyMnGzAljlJSNGZ3LEIr5kiY3Bg0MKYkDEUzQsGIR4IRRSVRKE2QwJPB6AkgChq1lQK78nkcTisLgy6a3DaeOTxEscU1436+hSuJv/BdxHQvoUwNtYpKqmBCwUIuthVN0xXk8Eg/oijh9VdjdDpxlEr0GWIIVBAJl9vSj+hjzjhpBmhbs5q/WrOPb7+2hYX1yzmncj+do0k+e8N5UICq917B6EF9jFTzaUqCREEogVMf54tjfaj5zDSluaFcDBiwV1DlmPx9rdPK0VgGUQBXWUBp9+vKeGe4i2bv5DPC6PFgK+QY0ATGMgWMooCnPI7OP+8idm96icHqZVTEM5gMIrG9G2HN6gml2el0YpVK+JxmjoRlFgKpaNeMnv/xe62iooKBgZmJ9b5yPvP81rN+5v8NbHmju2LPtoH/1RnJwuV14XPOb46cfksdzz//fMUPf/jDw3a7Xb377rtnf+UrX6n+whe+MLR27dppVdrr1693P/HEEweTyaR00003zX3xxRfjV155ZfKpp57y/OhHP6p+8MEHj86ePTt///33V3/qU59qefLJJw+N73v77bfP2rlzp6tUKgnLli1LLl++PAtwxx13RO644463fa7H46RMqr29/czyjKbve+k73fcPFbF8kV1jcVbXV2CURA4dG8QiKZhFqF+4nLvuuovzzz+fqvKgOe6ZHG+lPV4MOO7TnSgCPE0WqSCJuDqCZLqiyJnpJDJzJAICOE4y2HhX1CKniqQOhWb8+zjEtP53U7CBUCw3UbR46NAhhoaGOP/88zGbzfR2RXB7rQR8NpKcnDSH41lq/FYOHTrEkiVLyKYirHvpKZRcCjWXRnFVEjPrD7JCaARJFKYpxlazhGgUyaSLJ1WaxpM6ptozRFFgSVuQQz26Kj8anVkF/HPFeDfAVF6jWJy8rkf6Y8zzO0kUZGS7G7vdjtlsprKmlsPRNPMDbra80Y3VZmTuohoS6QJDx/YAnKA0A9x+++2YzWZGO19l8349/eWW6+cTDWfZvH7SMvOFL3yBF154gfdd/9c01s3jpjuWURFwsPaKNo4cGGOZvZF//MyVvL7xTa699j2EDzzDj77zZb7/m9f4x6/+F/X19Xz/+9/n8rVzaGheRP9oCpvFgNc5uWpR5bNjMUu8fuAAQXsFV7ddhN/vp9FUw4LKOXxny6O83PXGCe/h4ksvJ5vNs3NPF4VsCHuZECSTSa666ipGRkb4wQ9+wG233cbLL7/MjTfeSDAY5Pbbb+e6667DYrHwxBNPEklpJzQ2ORlWrrmSfDbF66+/rvuambkY8J1gOJzWi9uCDkZHR/H7/dOKAH/zm9+wfft2rr3iLnwVXlxOO62LLuKRRx6ZKJw02/yoaokKs0BeVkmfxvrVtvg8bv3Ml/FX6YQtkcpRVARCQ/o90DprFmohS9zsxW00ICLgidQC4LToxx49TVY76BnGAAFPgYTTyKIKFwZRxClJWMN5Rh0isnqiP1o024iWfHgZJBkfQQRSBQs5ZS6ZxBDdB3YCEBkZxBOoQjIYMDid2IoQK8Zxui1EJ0izfp9bqifV+5yznrU3/AVtQRe/fv4X/HbbUUwGkUvXtGEL1GCwTRbFKrk0MhIFZAxOfTzP9+sq//H2DICFldO7tY4XA3rMRsTy7/02H16r+4TOgIIg4DaKlESJvmSOgM08sY83UE1VdSNDh7eyIXslbTUBsvvfQlMHUHKT9gxBgNlBC0fzKgZjgHTsRO806Eqzz+fDYDi5Pre3K0JtwIHXddbP/OeC973vfWMNDQ2liooK5Z577hl++eWXfTNtd88994x4vV6lsbGxuHjx4tT+/fttAI899ljgzjvvHJk3b17eaDRy3333DXd1dVmnqs2PPvro0R07duz8+te/fmTlypWJ44ue3ylOpTQ/397evgH4GvBcZ2fnKauq2tvbjcB7gE8BK4FTywN/ZNjQF0bT4MJ6fQCLpxW8TiOz/C6GC/LEADYeq5PP57Hb7RjK9gw5UyLgsbL1wKiezzycwuA0Y3gbQe6uBVXEtg6S3DeG79zJbmPpIxGsde4JNft42Jq9mPw2YlsHcc4LnlQVMqT04jnJ30AkMUjAU0OpVGL9+vUEg0E6OjooFmS6OkMsWl7HgARJxYJyEntGOJFnXo1GPp/nk5/8JF/8l//mzRd/Sj50JwBJawV5yUIJI0IijMveMu3czCYDgiSgKhrpXAmn7cRbKV9U0DQmCgHHsXROgHU7dUUjHM+hqNpERuqfO8a7AaZUE0rZf24yihzpj/PBcpHewXCKNWvWoKoqR+I5ZFWjxWrm+b0jrFzbSqYgo2lw9MA2GhsbaWpqOuF1fD4fN998M796/AkaV9zK3NZKli+ro2v3MOtfOsKCZbW8+NJv+fd//3cuu/i9tDWs4cZbF+Mtt6M/94Jmtj63k4PaCq69XKKiegGf+dz9yPI6jGY7FU4zCxrbWLBwEX6vgatWW3D4WhgY66Y+6Jx2L4migNcjMBoX+cSi92KUjAQCAQ4dOsRnb/4rvrbpezy07afIqsyVs9dO7Pe+G9/D1/75U7yx+RhLF9RjdzdQKBS44YYb2LdvH8888wxXXnklH/rQh/jmN7/Ja6+9xi9/+Ut+85vfkM1mefXVV3F6g5RklaqKmQt9j8fFl1zKjx6w8PNfPMYlD12CZBAZncHS8k4w3lipLuhg/1tjzJ49e+Jvsizz+c9/nrlz5zKv9QJ8Phem0T6al7yHw9tf4Lvf/S6f//znMVk8ALglnciGckWc5pOveIqiiMc/qbxGUyWUUp4Hf7uFpio/q1atIr3upyTMdfhtJrKAL6xPTozmJCgORjJ52itOIywYjEgOHzGnCpJATZlnjw4nsQ9mCQes7BxNsKLae8K+GcWP33QIoV8nljHZhWqox+Mf4K2XfkPT3MVERweoapyln5fLgWUoTCyfYInfPoU0l5XmKZaXjOhjd815/OdfbOQvvruOZ7dEuXxhMz6fBVfdvGnnUcomUQSJgiBjdfkRDCby/boKPdWe4ba4+MiyD7Kgas60/SdI8xRVXhAE2v2tdEZOTNDwWHWCeiyWZl5gUolPH+2CA8fIeERMpSyupmXs2vwSQuEJ8sNNOGZX4HTqn0edVWOzppFQW1Fj21FVGVGcTilCoRD19SeuhI5DUTUOdEdYs6Sa8OBW4qN7qZtzHRbbWavGu4Vzzm+OnIkK/H8DNTU1EwpgQ0NDIRqNzsgXq6qqJmJbLBaLms1mRYDR0VHT/fffX//AAw9Mbb8qDA4OGpuamiaObTKZtKuuuir5wQ9+sLKpqalw7bXXJvg9cSpP8xJABp4Ghtvb23/a3t7+1+3t7e9pb29f1d7evrq9vf3a9vb2z7S3tz8GDAOPA1lg8e97Yn9IkFWNDf0ROgIugnYzqqqSLgj4XSZaPHYGUzkK5aQGq1UfvMaVZtEkIRhElKxuzyiWFFLZkt7U5DTWjHGYfFasdS6Se0cmlNdiJEsxksUx++RLWoIg4F1RRzGcJTuDJ3ocUmoM0WInhQNZ0Qh4bWzdupV0Os1FF12EKIp0dYYoFRXmLqrG6zSTVyUy8enHHFeaNQ3ycd0P197Swg0fuIdkZJBfP/YYAEdVBwgCRaMbSyGO6zjSbzVLE3aSqYWT019L/y5NVagBlrRNFjcpqnbaYsI/J4x3A8xqVuScTDY5SkOFwNGBOD6riSq7mQPhFHPnzqWjo4N9oQQmSSS6PwSCwIrVTUSTeTRNY//uLSdYM6biIx/5CIV8hqHDb7B6oa4eLjqvgv2dm7jzto9z5513Mr9jMefNv40LLpvN7LlTyEZXF7O6XyIn2JFVF1dfMo9wOMz//HgjV3zip/zbP/8XL774Ij/+8Y/55N2X43G7sTqq9IY6ldOtDLlSnrgwADk359QuBqCiooJCoUAxV+BvVt/D8tpF/HDHL3nx6GRr5MXz6qmo62DDlh5AwOKo4bbbbuO1117jRz/6EXMWreLNvbpdyWg0cvnll/ODH/yA0dFR+vr6WL16NSPluocq39tTmptq/VS2LOepp55EQyNY5XzXSHP/mL6y5bSo5PP5aX7mn/zkJxw6dIh/+qd/Jp0u4amwYzWB0VXPFVdcwbe//W0KhQJmq0463YJOFENvQwWeilhGoW/zT+iLZvjGF/8Gi8WCUsyRMLqwGURKxjymnA1ZKlIQo5hE4W0pzQAGT4BOgxNTViZbbvM+MpjAEingNRtZ1zfzapto1a9D40C/fo5SkKDbwDmX3kh0dJADW9eRikcm1HKD04kxXyJXyuOpmFSac8MjGD0eJOukepzGyYitmva2edx1fgcAVy2chSCA2TmdFBZS5cYqgorL4sTgDujZ+UxXmgEum3XBNGsGQF05dcJ7XHfa9ooWQpkI0Vx82u+9bv17UlQ1guW0otzwMAf++V+xGcwgCFTYMngDc8gWSnRFZZJvfovCaM8EafYL+v3dkw6iqqVpzYBAL4xPp9OnTM7o6hthWXU3K9xP0bv/MYqFOJL0J6W3ncUMGBoamviQ+/v7TT6f74wa5wUCgeLnPve53p07d+4a/9m7d++O1atXz9jcQVEUoaen511pNXlS0tzZ2bmvs7PzcmA18AJwLXA/8BSwAVgPPAl8BbgcnVyf19nZeVVnZ+eBd+Pk/lCwezROvFBibYM+0IWjCYqqgcoKO80eOxrQm9QHEItFH7ymRlpJduO0rObR4SRysnBaa8ZUuBZUUornyQ3og2u6HORvPwVpBnDO0Vtrp4+cfKIppUKYAg0T1hGHGbZu3UpbWxt1dfpE7sDuYWwOE43NPnzlZbRYuoSmTOZ3ZguT/x8d6wGg8OBDXHXp5dg9Nfz3//wYDfhtSGVFtReLJ4hdSOOWphNfs8mAUFaHQ/EcmqZxZM8WFGVyOXicoB9Pmr0uC44pJHwsdtaiMY5xe0YeC0pOYdvT/8Grv/wveoeTFEsKHQEXh6MpSoqKpmnsDSVp9zrY/VY/c+ZX4fZaiSbzpCP9xGPRGa0Z47jggguobWiha8tvePiBv6WxsZG5Ha389Il/5anfPcrs1nlcfcGnaZtXw5rL2yb20zSNnocfxW8psuzcesbGTKRig7jdbrLDelyhUNE6sW0q1gXGINm8QjRZmBY3B/DUoReQzRFUWSKc0L+T40VJ4XAYo2TkM6s+wrzAbJ448PzEpNRokJi/7AK6e0PEs04+/Zn/j8cff5yvfvWr1MxZw31fX8eXf7x1IuJwHCaTaYKQjpSLKKtOEil5PGoDdqpmryIaCbNhwwYqa1yMDiVPWwz3djAwlsbvsZKI6ePA+DkWCgW++MUvsnz5ci5eeyVo4PHacJQzkj/80U8wMjLCL3/5S0wWnTQ7NF2sOV3s3FSoqsqx7l4ObP0dNy9t5LJrbwQgWyxRkMwUC1lyNv24JXuGmBwnaLcwkn57k96Eu5EBYwWNqkjv0SiapjEymMRqNbKm0U9nJD3jsSoCPqKyj6Zy57yoIUh10MzsBSuoqKrjjd/+Qt+uSh8HDU4nYjk5xOIWyaaL5HMl8iMj01RmgKRmRUImU7WA/+/SVn7x4QtZ3lo+jmn65C6fLpNmUcVldk4SZdGA5PCc9v3bjAbm+Z20+6bf/+NNTo63aAT8k6p7wGamGItx4Ev/gqbBnNv/EoDmC+dRXaUngK2PNKMWFAZ/9HmMkojZbEbJpqmzmTg0KCCIBhKhg9Ne41RFgIVshL5DT5I4/A0uaevF5qph9rKPMPe8T2M0z+xBP4s/HfzqV78K9Pf3GyORiPS9732v+pJLLjmjqKBbbrkl9MMf/rB63759FoB4PC49/vjjXoCDBw9annvuOVc2mxWKxaLws5/9zLdv3z7HqlWr0u/GuZ82PaOzs/PNzs7O2wEvcB5wN/A54G/RI+ZWAL7Ozs4PdXZ2bn03TuoPDev6wvgsJhYE9diiY336g7K+0k2zW38gdsf1QXfcnlEoTD5QDDYTcrY0UWA3VO5a93aVZgBHmx/RJJEsdwhMH45gqXZidJ568iRIIpZq54SH+nhomoaUDulFgGVVt7/7IJqmceGFegFPqaRw5OAoc+ZXIUriBGlOqhbk1GQHvlxeRiyT3cHeo9R4vZgLBfxjPbSuuJF9R3t4pS+LIBm4eW4tzuoa7GIG63HeSKvJAOUV9nA8x0jvUV74+XfoObhr8rUK46T5xOXhqcWBY2d9zRMYJ805wYycLZGJDrF/15vkshl6hpPMrXBRUjWOxtKMZApEckU8WYV8rsQ5FzQBEE3miQzsA2b2M49DEAT+v7/5NOnYILt3bWflypV87WtfY93r6/n3f3iKGy/9R6pranjvrUsm7hmA+M5dJPftp/6Wm7nk2g4KRTdKKc5Qf4hi5Cgm8oQL+ncu1L+JYi4KxmoGykrq1Li5cCbKM52vsLhZJyo9ZdV2vBPfuFfXIEpc2HQekVyM3vhkJ83Lr7gKgM/+y5M8+OCD3Hff3+BsvYz7f76DtkYvdUEH3/jlzolul8djJJJFFKZnnp8K1X47lS1LMZktPP7441TWuMhmiqSTZ6bozoSBsTT1ZT/z1CLAhx56iL6+Pr785S+TKBfOeipsuMq1GIuWn09HRwdf+9rXEA1WRNGIVozhMRvfFmkeXxFKp9O8/PSjOG1WPnfVQkxB3YYRlfVHUCabIOfQSbPJoxIpxam0m9+20rzb1oygqayo9JCI5YhHs4wMJqiqdXF+vR9JgPX9Jza18VZ6GCzUTvw7p9mprXcjiCLnXnYjckknyOOk2eh0IhSKiIqGwalPZqLhjB43Vz2dNMdlCSdZ4iYXBcHJiiY/Jr9OIGV1+mQ/X26brYgqTrN9gjQbXBUIwtsLufr0ObO5qGk6QW3y1GGUjBwKT/cc+6sn1V+/AQ78079RjCeY94W/J9Cup3LYrAWC7hoMZgv7RgZRjMtByZE6sBWHw0E6l6Gj0sXBnhhm1ywSoQPTJnjj7bOPJ8251DD7N/434f63GMrU8viBVXSc+1FcFW2nTZk5iz8NXHHFFdG77rqr7dJLL11QU1NTuO+++4bPZP8bbrghfueddw5/5jOfaVm8ePGSa665pmP9+vVu0DnNgw8+WLNy5crF55577qKf/exnlf/2b/92bNmyZe8KGXjb6RllT/OW8s+fDYbTeQ5GUtzQVjNRLNE7pBPFplofTrORgM3EsbiuKs2oNNuMlBL5SaV5MEmNKJyyi9LxEI0SzrkBkvvHKKzIUBhNU1EmMqeDpdpJtDuGUpBPiKaTkyEEuaCT5vJDMxkZYtasWbjLbXqPdYYoFhTmLtQ7Yk2SZj2E3+jRHxbZvIwkCnidZna9cpBmt64YGA7spHbuWoa3/JjvvHaA//zbarwWEzFfEIuYR0pmp1Xim02SPvgKelfAmElXxxKRSVVv/GFsNZ94C08dd0/XVfDPCaViBg2RomgmF4uiyGVvas8OjvSfxyXnNiAJAvvDKdzl6xrdNUpVjYuGZr1OY5w019fXz+hnnop7P/kJ7vzLO3C5pitHlRUj/O7Xe7n5L5dNiwLTVJXeR36CpaqSyssvQzQaaV/YQTF+lBd+vQ6TNErQUkPXYIpUtIv+zqdx++eSUFvoH9VJx9TkjJ/tfQqAu1ZfydbX36R7KME5HVVYrVYcDse0zoBLq/Xl8x3De2ny6gTp4vOXYnNXsXPHDj7wwdswtVzP0+uPce0FLXzo2g6ODSb47DfW8/2n9vHX7z+xcclINIPfY8VoeHukx2iQqA76aFuwkt/85jd85q+/qB9nKInT/c6LpDRNY3AsxaXnNDI2dpiKigoMBgOZTIZ//dd/Ze3atVx66aXs3Kzn8Xq8VtzlzyWRLvLpT3+aD3/4w6xbt46g1UsxF8Nvayd0mqzm17b3863HdvH9z1/Gtx54gNBwD3//vsupqKlDNOqT/aiqK9rJbJScXSfN7oCFvmKc1XYLO0fjyKqKQTz5NVQ1jZ2al6ZUN3Paz2ED0NUZZnQ4xYrVTbjNRhZXetg0EOHGthqMU5KETD4vsYwT7KAIJhQM1JfzgpvnLiFY10wiMobDrd//hrI1wVJU0ez69yc8kqQYiWCpqqIY6iOx5bf4r/wI0byKU8giFxMMmxYxS96EfVYLeY6SL04nh8Wc/vxQhLLSXPYxG9y/n7fXIBlYVDmX145t4j1tl+C36+/DW1uNdLQTxWgk+cMfQl8fcz//dzjbZqOqKqIkUczHqXBUUNHazuG+Q1jrP0mpexOJba9it84mqUVZ2Ornhe4woWIrztwhCtkQFrtOyEdHR3E6ndhs0yeN4aFtAMxZ9Vn+68tvcf7iWs7izwcbNmzYC3DfffeNnGq7zs7O7VP//c1vfrNn6r9vvfXW6K233hrlOMybNy//zDPPHDr+9+8WzqS5yZ8l1veFkQSBC+onbRCDIf0B3VIuCmx22+kuk+ZxpTmXmyRr4/YMj8OMJAqMhTKYg3ZE45lVc7oWVqHJKiO/1VNZTuVnnopxG0hh5MTVieKY/qA0BRsIxXNYTBK5TBKvd3L57sCeYaw2I02z9Ncbr3JOHJfVPG6ZGE/OaLKU/d3792I1wJ2rZrPrSB+OsnVDKvv6LHKS4YFJf77VbABZQzJLjEQzJKM6WU7Gwie81vH2DNBVaEEAk1E6a8+YArmURsVISbWQS056PMe6trK3cwyLQaLVa+dgOMm+UJIKk4Fkf5JzLmiemNBE4jliA/tZu3btaVUhQRBOIMwA7fOr+NQ/Xkptw/TCrOjmrWS6e2j44AcQyxmbbfP1gilRG8UgxGirdzMYSrNv60+x2Pw0L/wgCAIDYykMkkilT39AH4308EbvFt7Tdgn1viBVFTa6p/iDKyoqppFmj9VNi7eBnUP7Jn43r7mC2efdzMpLbsLU9gEO9cb49AeWcM8NCzBIIm0NXv7i4tm8vLWPLQdOHP9HI9m3nZwxjlq/nbq55zM8PExP3379OL+nrzmSyJMrKNQG7IyOjk54TB944AHGxsb48pe/jCAIxKM5RFHA5bZMTIzjqTy33norgUCA+++/H5PFQzEfJ2AzE8qdWgV+blMPRVll/Vt7+Pd//3dqZy3jfQsqsFRPFiFGtTI5z4yRcUZYcX4jDXPcZJQcHrOAqnHaRiqdkTQxRWJBdA9uQwq708z2TT0osjrRPntNg59MSWH7yPRVYJPPi5YukVFtFDQLtmIcV5U+zgmCQMW8cxE71kzc6xOkuaBRMOlj/ljvGGgalqpK4m89TWrXyxRDffpKjVFG0JIUGi+i8ubPYa7RCyOz+elpHvny80K3ZzimKM0nzzd+u7hzyc2oaPzPtp9O2o/cbmz5DKIio2zfyqz/8wm8S/WJnyiKOD1+ktEQTQ0e/LPm0d1zCE2yUcxIFEcOYhVM5CiycH4VBkmkK6xf5/jYpDNzbGxshgY6KrGR3bj87QzFJDJ5+WxTk7P4o8JZ0nwaOEwSV7ZW4jJP98kaRBV3Ofmi2WMnli8RzxcRRd3vdbw9Q8mVEIAKt4VwIndG1oxxWCodmIN2iuEsJr8Nk896+p0AS5X+WjNZNIpjvQCYAg2EYtlyJ0BtgjTLssLh/aO0z6+aaHjitBkxSAJJ1YaSnEpkS8iKilmNUygUaLTYMTlBk2Xa62VuW16Py2HnK//1n/qxy9X4dinDwT2TqzMWk4Qqq4gWA6FYjkREJ3jJaGjKa81sz5AVlUS6iNtuxiAJZ7Oap0AupJEVibxinCDNbbPnMda9jR37hsikCszzO+lL5uiMpLHHitgcJuYvmezkd7jzEPls4pRFgG8HMxHu4eeex+T34z9/1cTvTFYvomTB748DsLhDL8gajFtpXXwnkkEnd+Pd7sbv0Ud3/wa32ckNc68A9M6APcOTEzO/3080GmVqWP7SmvkcjnaTKuiTS4fNxOpLbqBi0W0IooH/+uQFXLx8elfAD1zeTlO1i289tovUceRuOJKZIPFvF7UBB9bgAsxmMz/44fdweY2/N2ket65UOCVyuRyVlZXs37+ff/mXf+H6669n5Uo9pzoezeLyWBElkYqy7SyWKmCxWPjYxz7GM888w8BojmIuRsBmJp4vUVRmbnU9FE5zsEf3Fn/x7+9DEASWX3wnTqGAubplYru4YMWiyaSKUQyihatuXEBTpb6iJaCf90jm1L7mNwcjWCSBtvhhlGSIptYKRstj3Xj77PYKJ0GbmXW9IbQptREFmxFHIcau7HL2Z+bizocwOMpFcrkMv01a2GxpJjHSA4DRqf/NXoSEnMTlsRAp31fmgJ9M52YAkqN9pEsKXqOIyZTFG3Bhb1uBJJYoyQKp1PTJfLFQbnolathNtknS/HsqzQBBh59bF97A7pEDrOt5C9C/fw65iDMZp+WuOwiunf59dvsCJKMhGporCDbNoVjIc6S7C9FZh6DmcBayFIQS9qCNuU0+9nYnsTqrSYR1X3OxWCQWi53QQCcd66FUSOCrWsy+cofRBeXIVEVRee35TlJni7fP4g8YZ0nzaXDNrGpuaJve/jeaknFZhYkHf7NHV5OOxSeLAY+3Z6BBYiyNz24iJitnVAQ4Fa4F+iD0dlVmAMliwOSzkp/h4Vsc60WxuhHNNkLxHG6bfktMWDMOhynk5QlrBpRTOVwWkoJzmtKczBbRNCgmdV9os9OJ1S+QDgawVJlwmI187I7388QTT3Dw4EGyBl2dCHhkDu6ZTAYxmyS0kopklogk8iRmUpoLM6dnxMtdBIM+KyVZPas0T4FcylCURfJFkVxKJ82f/MQnKBYy9Pfv52c/3Mocr35fKppG7nCUZec1YpiyInJgt+7OOpWf+Z0gOzBIYvceqq64DGFKnqYgCNic1VRU5LHanQSNewGNtHkVFvukCtc/qne7AxjLRDgYOsJ72i/FatRJdXO1i6FwhnzZC+/3+5FlmXg8PnGMpdUL0DSNXcOTatnVK5tYtbCa+z+1hln1nhPO22iQ+PQHlpLMFPmf3+yd+H2+IBNPFc5Yaa4O2ClpJtrnzON3v/sdFneM0eHflzTrkwCjpn8XXC4XH/jAB3C5XHz3u9+d2C4ezeEpT8TdLjuSoBIur6B9/OMfx2Qy8fDPX0EuZfCXCwUjJ1GbX93WjyhA+OgGdm97g3v+6uO0evR9zJXNE9vFJBs+oUiBFM7yeFDr0seaQkn/vp/K15yXFXaMxFle5cGoycjx0MSKmMEg4g/o118UBC5s8HM0nmXP49+cGGu6tTjOQpTuYiudhXn4hBRC2Qqy7q2NpIxONEHkwN4d+jFd+j3m08zEc0l8fjvRqE54tXwIraBf47GQPmY5JRGbNYe3Qr+uqpyhpEikUtMFjHGRxWq2IAoiRl8NiAZMgTNr3X4yXD7rQuYGZvHwzl9NJGlcVe3kaqdA7fXXnbC9yxcgEQ3R0OKjskEv1N11eC+Oeefq7yumiy3ZfJbFbQGODSbISHNIx3uQS9kJP/PxSnNsZBeCaMQdmMe+rjDVfjsVbv3a9ByNsOGlI4RGZq6/OYuz+EPAWdL8DpDMafgck2StwWVFEoQJi8YJpLnc7e5n396EW5KIKyrW6ndWIezqCOJaWIl7YdXpN54CS41eDHh8JX4x1Ifi0Ae2cDyHzaT/fVxpPrh7GIvVSMvs6YqHz2khJTinNThJpPWBP15WrxudLuxzFrB59WX4c/p2/+evP4XVauU//uM/SCgWVA0qvTLRcIax8mBpNRtQZRXJIhFP5omHJ0mzVlYGc2Wl+XhPc7SsUtRXOidI87uRPvCngFIxTb6gUShCPhXGaDRz1913YDKZGT22hcN9Mfa/fBS7UULSwJoosWzV9Id2d+dOPBWVtLS0nORV3hlGnn8RwWCg8rITeypZ7JWIQo62BdXk43up9kn0hieJtaxojEQy1JWLAHcN6xaLFbULJ7ZpqnGjadA7ohPQ8UK4SGRy0tfia8BtdrJjeJL8XnN+C3/3l+fgOUXBbUutm1sua2fdzgE27dFjwsYb67zdjOZx2Az6ZLB1ziLi8Tg/fexBtmxbTyo1Y5LS20L/aAq7xUAuFUEQBL761a+yd+9eHn744YlmTKArzZ6yMm61WjGJMpFycXBlZSW33XYbv3z8BUZDKTzlrOaxzInWCVXVeG1bP7OqDOx59QdUNXaw8vzV1Bl0+6GpTJo1TSNucOKiBKY8Xovutw3aK5AQCWVHcJoMjJ5Cad4xEqegqKyqDyA5fJQSYzSXx6pgjQtxin/5vIANSZXZmHeQPazXrB9O9iGRQEQfIwKWclvsQo5X4yIBJYWoqXSORtA0FWPZnuFVTcTyCSoCdpIZFdFiId+3A9HqxOivIxTX1WebZsBgUPF4dYGlVEihYj6BNBeL+udut+ok3+Dw0PCJb2OfO71b5TuFKIj81YrbKaoy39v2MzRNY+XFq7n4ustm3N7lC1DIZXC5RALBBkwWG3uO7ce7bBWlLNiyekRfKpXiivMacViN/OpNM5qqkggfmiDN05RmTSU2ugens4Wdf/XXLHr+f7ix+zkO3/8Neh5+lD3PbUYUobbB/a6857M4i/8NnCXNZ4hMNke2ZCDgkcimyjmtkki9y3pS0qwZ9cssyRr2okJCURGd7yyLUjQZqLx8NobTpGYcD0u1CyUnIycmVRtNLlEKD6I4AxRKCol0EbNYwmQyYbVaUWSVzv2jtHdUIh1XzOR1mUlqtmlKc6bcMWq4/xi1Hic2g4HeOWvoDzYzp2c3qiZQPWsuH/7wh3nkkUeY31bD/H9+ims/+/d8/QcfYdXqc7jyyivJZdOoJRXRLKGoGqmcjNXhQ1VkMmn9YZTNy5iMEobj2oOPk+aWGn3gLZZ0u8ZZ6OkZ+aJGoaBSSIXw+6pwOBysuegiRru2EJxdwa4tA8xSJVwDGeYtqMblnrQAlWSF4Z7ddCw8512tclfyecZefZWKledimuKlLxUL7N74Irs2bUKSBGzWKL7qpcxrqeVwX2xiMhRNyaga1JWLAHcM76fS7qfaOfnAHm+n3X1cgsZ4LBboxGJxdQe7Rg6gqKfs5XQCbr5kNq11bh789W4S6cJk3NwZKM2HDx9m68ZXAPiL2z7O5ZdfzptvbuLhX32RQMDPvffey9e+9jV27tzJpk2bePjhh/n85z/PLbfcwtKlS/H5fHz0ox+dZg0DXWmuCzoZGxujt7eX73znO3zmM5/hyiuvnNimVFJIpwoTSrPNZsMkKdNyzr/whS+gqhrfffgNXOWs5vAMSvP+YxHGYjkObHiEYiFDxyUfI5pMUidFwe5Fsumfk1oqkDC5sSklBGOeSof+mUiihNfkZiA5ctoEjTcHowRsZmZ57Rg8QeTEGN4KG8EqJ82zpq/GGceOsiC6h93+xRxa/xSaUuJwpBvFYcIlFTAg43Xqk/DNW94gbPZxVVMFdWaNPqOffO/+CU+zSzYQz+tKc0EREYPV5I5uxz53JabKJsLZckfYvH48m1X/d6mQBNF6ImkuyWhoOC2T94vB5X/byRlvB9XOIO+ffx3bh/ayse/UQVcun76Kk4pH8FhNBFrnsLf3EJbqGkp5O0Z1DJNWIp1O43aYufM9HRzsS7NntIFE6CBjY2PYbDbs9in3f2kUuZSh0KfxVsHDiMGLwwjJAwcYevpZuo9GcGWGyXcdfdfe81mcxbuNs6T5DNE3GEJDIGAZ5Mi2h9DKD9cWj52eRBZV004gzZ1HdZXVIgo4CwoKkJxBofnfxLgdJDdlqbcYGQRNRXEGJ5qISFoet9uNIAh0Hw2Tz5WYu6j6hON5XRYSJdM0pTlf1NMzjh4+QIvbTslg5Leyl2B2hMrcGPmiRLagcsf7ruWO917B7Xf/H65b3sFVy+fQ3rYQg2jlhRdeYMMb6zBouq0EIKdZiSV0Ejw6oE9UsgV5xiLAcdI8t3myK+dZiwaoShFVKZKTjcg5hXwqTGVQtx3d9N4bySZGGY310d5RSfTFHhyHE5x7YfO0Y2zdvodiNsHy81bN9BLvGOENb6BkslRdpZO4fDbNllee4uH//Bs2PPtzJKMHAJurjsZ5N9He6CWZKU6ouaGkrtLVBx0UlRL7Rg+xpHr+NGIf9Nqwmg0c3rOP7NEdGI1GPB7PNKUZdF9zppjlSKTnjN6DQRL59PuXksnJfOfXexiZUJpPT5o1TWPz5s0888wz1Fd7kSSBEjZeeOEF/ud/vsddd97Djdd9gJGREe677z6WLl3K6tWrufPOO/mP//gPtm/fTlVVFZdddhkPPfQQa9asYWhI/57kCjJHB+I0Vrs4fPgwP/rRj1iyZAlf/vKXp53DRNzcFKXZKCokphDWpqYmPvmJj/Lsy/s5vGcbZkmcMXbulW19ZEJHeP7px/jQBXPxeYPEUwVqDTEs1a2Tr5nJIItGNDmHIGo0+CaX8iuMHoaSI1SeIqv5aCzNoUiK1XU+BEHA6Akix0MIgsBHPnMBF181vWtevm8/a0Y2YJFEnnMtI7L1OY5Fe5E8LprUfmYVj2F0u1DlIi+PFfEoWVZ1dNBWFWTIXkts7wZEsxnBaMQhi8Rycbx+/fPN29xopQKOeedjCjQQVQ2YRIFCXF8R0ZQEmqZRKqaQjPYTSHNJUVBFDZflfzej+Jq2i5ld0cwPdzxGPH9y24+7TJqT0TEqXBYqZs/j4NARCpk8psqFCGhUqvGJ93HpigbmNvl48VA9w0NHGRvTC06nTa6LfSBZ+NFbBl4IruTp6guZ86//yvLvfZeFP/oxaXMFCy5fjrtj3kyndBZn8QeBs6T5DNEzqD9k3QZ91pwI60kWzR47BUVlKJWbRppVVWPrVr2tc7XHSoU22bTj/yZMFTYEo0h+aHKwHi8CVJwBQuPEspSaZs0wmQ20tJ1YjOJzWcjIIsVsBrVUQNM0ZFnFbpXo7DxMi8vFwXPX/P/svXd8HPWd//+cme1NuyuterUtrS33bmMMBgOmhAOSAAkkJCE5EpKQ5C7l7nKX8kty35TLXS4hnYQ0QgKE3sGAbdx7t1ZW71pt721mfn/MSrIsmZ5yd7wej32AVzOzs7NTXp/35/V+vYjkZN6ROYHeAkK6QNuRw+x79n5WtlRx5VXXcsMll/Dv717Df3/3J1x32ecBePngTgyiiFTUTWawMGfBYgCeuG8nI0MxUpk8lhns5kKxDIKgaVhNBm39t5sBNbs5gLhiRk4XSMUm422vvvpqALZteZ5rb1pKZbWDhtluauqdU7bx/AsvAbB+/ZtrAjwTqqoy/NQzWBrqsXlb2PH0/fzm259j7+ZHqGyYw7s++kWu+sC/UtNyFXOWfghR0tNSdN3w9WpOCIGYNsNR47Fx0n+anJxnafX8KZ8jigIN5WY6u4bxP34nSjZFWVnZlEozwKKKeYiCOEWi8VrRUOXg3Rc3s+PoEN1DUSwmHfZzRNyPQ5Zlnn32WbZv347X6+U9N95AVamVoWLS3IYLL2D+ghauecd7eOCBBzhyvJ2lV/wD//SNn+Hz+UilUnR0dPDUU09x33338eCDD3L8+HGWL1/Orl27eHF/P6lMgTWtbn7xi1+Qz+f5wx/+MOHyM45IkeQ7XVPlGbHkVA/1f/u3r+CwmfjK1/6LMrNhGmnOZAtsP9xP19YfUVli5o7zm6iWQiTTMuViDNMZTYCBouQkUwwWaSibnBkoNTgZTQYoM+uJ5Qqk8lMr/4qqcu+JflwmPZc0amRbV+KhEAugKjKSJE4EJI0j3XsSV3kN186to9feyJOnjpFXCljLyqmOtFEfPIzBWcLRvdsYMFexscaOJAq0lJUgizo6entQCzn0djslBR2xbIK7234LQEIVkGxuTPXzMHjqiRpKcOsFAgFtH7LpIHIhg6oUMBgdpFIpCgXt2Cr5LHlVKNrNTQ09eashiiK3r3o/mUKWuw/cd87lxivN0dAYVaU2SltayRZyHD98DGP1MlQsVKthEolEcbsCn7h+MZm8wDMnqsinh6ZIMxSlALkBtnQupB03EgoGvYjHVdQzd2rSnZZljX+mb/423sZbg3OSZq/Xe/cbeP3yL7nzfw30j2jyAJcljSDqCQ5rVoKzigEGXZHUBGlWVRXf8RECoRSqAFUGHc6inGA8fe+tQr4g8+MHj9A3MnP1QBAFTJVTQ05y/l6QdCgW9wSxLGSiOJ1OZFmh7fgI3vkV6HTTrfGmejUHyRcUVEDIBsjl89Q7SmhrWcxCj4OW6ioknUI+C/ue/CVGk3as4sERothQYgGkqjQWswOTzcqx48epLqjo9NoDJ6Oa2fSuotZVSfCrO3eQGkvOXGmOZnDajOh0Eg1F15DRNxFwsq0vwOZu/6sv+DeO8WCTWMFCIZMhnYzQNEurJFdVVTHbu4jTR7cjo/KRf1jPzbetnlIlUlWVh/90HyZbKYsWzJ3xM94IEu2nSXZ1U3nFJnp9Rzm07WkavIt4z6e/xjtu+TRVjc0Igkhl44aJpLDGKgcGvUR7X5E0R/OUu8yYjDoODR9HL+mZ72mZ9lnVQpAh2YmcjBHZ9ShlZWVEIpEJ8gJgNViYWzZ7ivXc68F5xYbZrsEolW7rK8pYstksDz30ECdOnGDNmjVcddVV6HQ6qstsDI3bWs6ehYiZkUAXqqqSEx3UzLsQQ9kCWlpaMBimyrze+c53snv3bqxWKxdeeCHf+a8f0lLv5I+/+j6dnZ184xvfwOv1TtuXSGg82GSqPCOdU8gXJgmry13KRz94MS/vPMTYkd3TvJp3HR9mYN+D9Pb18NHrz+OnzeXUO4MYMxlEQcVY0Tix7FhC+8x4seI5Ls8AKDWUoKoqBlFb5mxd89beAP2xNNfPq8VYvD/pSspBVSjEp6efKrkM2eEOzA2tXNjgoc4isbd0PaDHXVlLLhRGTibR2W08NxjDrGTZsFAbeM1xa0S231ROqn0fOruNCsHKx1fdgkFJgqpyRNLzclMjyVwag6eOqMGJiwzBsRyyYiabCmnSDMBk0QZ941VaJZMkh0RBlLH/mUkzQK2jiuvnX8XugYPs7j844zJGkwWj2UosNEaNx0ZZs1b93b9/HzpLKQp1lBfCJKKRiXUaKh1ce0ETh4cqyKm6KU2AsUAb+/vcbPEZWR45hYUC+YJCohgM1NUewGTWU1Xr/LN977fxNt4KvFKl+YMzvD5QfM30/vj//6/GSDCJgEq5246ndjVR/wkK+RQeixGbXqI7ksRkMmkPuFyOXVu6cJVa0FkNmPIKJeKfp9L87O5ent7Zw44zrNvOhqnaTtafRClWbXL+PgxldSBKjEXSCIBeyFFSUkJvZ5B0Kj/FNeNMTJBm1YwcC0zIIgpFnbexeSkpg4mLGjwYKxoRBBiyGlHyOa75yBfQ6Q1kYn4yegeqnOcx3wPk7HHK3fW07+vBkVWQBBFRBFlfgk5WsdideOdZ8VTYYCCOPS1Pa/ILx7MTPtKzijfgNyrPUFSVR9uHZkwS+1tAQdYaHdt6Quw4OsTTO7sn3EOmLVskzeGclXRC+z4t3smq32WXX0lkpJ3dB32IojBtoPSb3/yGI4f20rzmRsrO0Dm/WQw//SyiyYTnwgsZ7utAlHRcesPfU1ZZN7FMMBXmmdNbSOWKEiJJZE5tCb4iaR6LFSb0zIeGj7Og3ItBN5VMKrkMnugJMqqB9OwLie59HLfNjKqqBINBIrseIbr3CUCTaPRGBwmkpvnmvyoaKh3YLXr8oRQVr9AEmEgkuO+++xgYGGDTpk2sW7dugmBXe7RKs6JogT/lpU3IapJwOExPUV7V1htCPofd24IFC9i3bx/LV5/Ptof+iwOP/wff//73WbJkCZ/85CdnXCcSSiFKAna7du3odDrMxSJ5JD6VGL/vxk3U13p4/M7v4I9rkrRxPPP8Hk7svI/zW6pp+fsPMWbQUV0Vx5bXrkFD5aTkJ1CsUkezWiGizDIpqSo1OAEoKBFgKmmOZ/M80j7E3FI7KyqdE+/rnMW0vcjU2QOAzKAPFBlT/XxEQeB9S+aQ09ko0S3BajWjyto9cSQd57S1kQs9Rkx6bVBuN+ioshoZKJlN/NhWdHY7ciLJhqa1fK71BkyFBAg2HksPcPvjX+T33duIGJ3YszHi0QyIDrLpIIWcRpItxcHBBGlOJ8gJur9IpXkcfzf3Uhqdtfzh6KPnbJQet50rMRtwVNViNds4cPAghbiCLHvQISMEeqas855NrTjNefYM1uIunZyh3HXoGE+dmk2LFOMysZ+4qkdVYd9JzTWpq11zPRHFt65X4m38bWL9+vULN2/e/Mbsw/4GcE7S7PP5xDNfQAVwGHgUOA9wFl/rgMeAg8Vl/lcjEM1QYs5SVrWQ0urlqKpMeOQIgiDQ6LROkGaA7o5RBnrDrF7fhK4YS1uQVXSiQCDy1nlRZvMyD7zQDjBRoZoJpio7KCpZvzYtmvP3YijX3BECkTR2qw5R0JwzTh0dxmCUmD13ZnN9V7ERMaqYea53N9948ccApAI9CAJEVl2CS84x3+NAMGgkKypKNAykcTrcuDyVFJJB8sZi1SU4QOuiasqdDfj9AyTKTIiigN4AedHO3g/citVkJZ0M84GPn0fOJKELpnnigaNTyEMompkg9A2VWmVy0P/GIud7oiliuQLx7PSY5HxoiHTvG6tGlp9J0QABAABJREFUvhEEImlePjTIzx4+yme/v5X3f/UZ3vlPj/PhbzzP5+98mW/9Zh8/fvAoj2yduYkmXyTNiYJ5wqN5XutkyMT7b7oegAcefGT6ZwcCfO5zn6OldRmNiy7BYZs6tZ8aGGT4qWeQs+du2Jpxn2IxAtt3UH7RBnQWMyO9HZTXNCDptGulK9THD3b/ik8+8W/cffA+Hjr1zMS6LfUuugaj5AsywViBunI7w3E/I4kxllbNn/ZZiWNbqVa1AWW06RJUWUbXpXnWBvo7CW25l8g4aa5aCMChoROv6/uANk09f1YpyUzhnHrmQCDAvffeSyQS4brrrmPBggVT/l7jsZEvKBN9Bs3NXlRZorenn94iaU5nZbpfwYrO5XKx8ab/j/nrbmDrC09SWlrKRz7ykWmyjHFEQimcLvMUSYPdopHGyFmaYpu9jE/9/SX0n/Zx8rnHiBavD38gzsE/folsPs+PfnYX/oK2/xZbnlI1RlYwTAnrCGbzWPIJInISHSZMusl9cxd17InsCAJTbece8g2RlWVuml87pZKvL9Eqm4Xo9JmhTO9JEERMtdosySynFUHpAtNCBv1dE8vtFC3olQKXLVk4Zf1mt50Bay3JriNIZhP5mEZ4syOjWPIxShQH/3HZv7KmbhlPnd5BVjKhi2mDLr3RTTYdIp/V1rEXPZjHSbOcSZAVJC3YxPSXIc2SKLFpzoUMJ/x0h/tnXGbcds5h1CEIAnMa5nLg8CFywRSStQZZFbBGe6esYzLo2DgvRTBl4dndPQD0DYe4+0UDpVaZqzqfIdUwFwQBp93IrmPDhAJJYpEM2Xwvc+srObj9hT/3138bf4PYsmWL/d3vfvf0abA3t02b1+td/vWvf33CN/i3v/1t6R133NH4Rrf5ejTN/wn4fT7fO30+326fzxcrvnb5fL7rgADwX290R/6nIJ4p4LakcZYvxGyvwWStIDikSTSanFaGEhnQa1WuA7s7MZn1LFlVh2QpJl8BFr008UB8K/D0zm5CsSxOu5GhwKuQZrSQEzkVR06EMJQ3AJru12HWTgeHo4RTx0ZonleB/hyphZPyDAvbQx2MxLXqZXvPPipdDiINs1mrzyMKAu27n9O2q4g44zlC+w7gLq9ByITIF7urF1oquHbTWqrnVZDOxMlJGS0V0CCQLhhAUTALOmKhMfQGiVGzhL7SxqE9/ex4sXNiv0LxSdLcWLT1Gw6+MbuuI6MRABJ5GVk5q6K9/U/4H/3BG9rua4GsqDy3p5fv3nOAD3/jOT709ef4zj37eX5vH0a9jlWtlbznUi+fvH4xX/7war7/jxuYU+fkZPfM1dFCUdOczhsnSPOsWZNVvzUrl2JzVbLlxWenrfuFL3yBaDTKFTd/HpfDgiROlW10/OCHdP3sLg5+/FOMbXv5NVv8jW5+ETWfp/KKTciFAv7BbirqZ7N/8AhfffG/+Ofnv8n+wSNsat7AkspWXuh8mUwx+tvb4CJfUNh7cpS8rFJbbuNQ0WpuWdVUEqqqCtF9T1Jf7UIQ4IUTMZ60XMcv96js89ez+9GnQZGRo2PIqRg1jko81tI3pGsGzYIOwGqeLh/q7+/nj3/8I4qicOONN84YRV5d9BYev5ara13kky6isTCDw6MT5/XJ7ukyhHH0jcQ40hHiy1/9Oi+99BJ33HHHtM/qHY7RP6oRtzPt5sZRUhzoh8+avTCYXVy4ppbFK1Zy4J6f0DumVfwf/o9/YvORNm577/Us2nAlw3GNvCqqiVpdiITRM4XkBrMKzlyUjJSb8Ggeh17U4bG4GY6PUGYxTAScdEWSbB8IsrGxnCrb1BkPLXpamLnS3HcCY+UsRKO2TjAVJpragV5QeK5sPiqQtNo5VdbCWpeI3ThVi97stpJBYsxUCoU4hSLhTff3Ys7HSFBCg6uWT6z+ADcufA8AJ1IRACz2MvKZKNm0dm2WOLXa0pmV5oIgUShGaP+lsLp2KZIgsrN//4x/d7g9xCNBbMVZp1mz5nO8/QQjoVHMjZXEc0bKsv4p8iYAsyjTWhHgwa39tPeF+dovdiGKCjc2hTAWMpw01VBVZmXdomoOtPlpOzmKP9DLpz9/K8l4nHLH6/M2fxtvYybkcjnhW9/6Vr3X633jfp0z4PWQ5quAx1/h748DV7653fnbhizLJLISTnMBi0OrcpRWLycZ7SWTHGOW04IKhFXtYdnT6WfZmnoMRp0WcAIILhM6RX3LSHM6W+BPL55mSYuHtQuqGBxLnpO06KwGdCVGMkNxcmPFJMBx0hxJYTGoSJJEyJ8llcjROoNrxjgcNiOiACGdk758nCphHgDDg/0YG2ejy+dYXW6n7eBOgh1HURDwWhJkDBaCO3fiqqhGpyTxW7UY74s887BYDSy7RBtoRoJdqAUZ0SiSLGjHzqiIJKIhZLlAKivjmu3GO7+C3Vu7yKTzyLJCNJE9o9KsPYBCbzBh6sjoZIJcIj/1wSAnwiiZN1bBfi04fnqIO+8/zMGTPZSb/bxj4Sif2NDDl644yc2Ld3HrplJu2jSXTWsaWdlayayaEhbMKqVjIDJFgzqOQi6BogpkciLZlObXW1NTM/F3QRBYtGIDp4/vJZmcvMds27aNX/3qV3zo7z9BV8jM+iU1U7YbOXSYZFc7VZeuQu+w0/6f/82xf/pX4qdf2TZKVRRGnnkWx/xW9LVV7Dq+FblQ4OnAAb6z/aeMJgO8f/G7+OnV3+SDS6/nXfOvJJlPs7Vbqw6PNwO+uE+rktVV2Dk4dJwaRyXltqmNq+muI+SDg1SsuYLGKgf7To6yddhKWLXh0SdYZzpNRNCIbna4E0EQWFa1gOOjPnLy9FmGV4PHqRGzcQvGcfh8Ph588EGsVis33XTTtLS0cdR4tGrj4Jj2O5RX2smnnICALjPI8rnllLvMnOw6t3zk8e3dGHQim9Y0sHLlSsxm87TP++Zv9vGln+3UgljC6Wmk2WUfj9I+izSbnAiofPXrXyEVCvDD73+P4O4n+e/f3kuZs4Rv//RuVFVlKOHHKghksmaqpAgp89RZq2AeSnIRZEOOUvPUSHWAGkclg0UHjdFkVmv+O95PiVHP1c3T702CTo9kd5E/q9Ks5LNkhk5japh0ZWgPdqGqGTbU2+l3NtI9u5WTC1ehCgJXLF149qZpLuqahyuXIif8FBIJVFUl0XEKmxIjmxdJFR2RZrm1e2Eyo92HzQ43oJKM9iGIOoxmO2az+QxNc4ICOmRRwW74y1SaAWxGK4srW9nRtx9FnS71cbg9KHIBMaPt59qLrgFV5Wcv/Z6SxXOIJ/VY1Syx/tMT68iyzPBolMvmjSIKCl+482UCsTzvW9WHo70XvbOEnSE9i+aUsXZhFbm8zOPP7+V3D38Fgwi//8QV1CxY+Rc7Bm/jr4MjR45YL7nkkvnLli1bcscddzSm0+lpuhyv17v8rrvu8mzYsGHBsmXLlnz+85+vPzPB9Te/+U3pxo0b5y9btmzJe9/73uaenp4pmrw777yzYtWqVbGGhoa3NGJyeink3DACta/w99riMv9rMTI6Qqagp7TEMlExcVctY/D00wSHD9BUfwkAozntZimICqvWNwIaYQWw1TsROvxvmQ3aE9u7iCZyvO/yuZzqCZFM54klcxMR32fDVGUnMxgnV6U9WAzlDaihTsbCadyVCk6nk7ZjI+gNEnPmTk1zevSZ5wiEw3z4vTciidr02ojkQAXUpEvzUR4N0bT2SmadPs49sV5svmHWOq0YTDoK0TFCzlIsBw7hufwCAMJyBwVJojSvkZMVi5YDMDbmoy63GNGkI6bokREw5DQNczwS1NwzTDouvLyRn//nNnZt7WLR2npUlWIUuBaDbDHpSGUKJNJ5bOZXdjI4E2OpLIOJDHNcVjrCSWLZPCVnVJ/kZAQ1n0VVZARxsho/Fk7TMRBm7cLqmTb7mjEc1K7zf3hHllKbAFiLL4iOnWSsfyfWkhunrNPa5OaRrZ10DkQ5G4V8gnxBIpuFbCJAqbscvX7q8bh005XsfP6PPPr4U9z0nuvJ5XJ87GMfo6GhAUPD5TjTcNOmydkzVVXpu/c+SmabILafBd/4BcFd++n93b0c/dw/4bloAw3vvwlj6fT0yo4dL5Id9XNoRRnffvizeIbTzAZM5eV8ev5FrK5dhu6M49pSOos57kaean+RS+esx+M047Qb2d82CoDHrefkgdNc3rxh2mdF9z2JZHViaz2PbzVDNifjtBuJ7HiQYy8/h0HJ45vzbpynf0lmqAPL7KUsq17Asx1bOelvZ8kMco/XAn9ocvDR39/PE088QU1NDddccw1m87l14W6HCaNBmpBaGYw63G4HecWFxxSixq2ndVYpR9rHUFV1WrNhLJnjxf39bFheR4nNSHe31mdwJmkeCSYZLG7//s0+UoncdNLsMAE5wvGpzxyDSSO4G1bOo2ndRn7/4x+g3/8IbSNRvvTNn2C1WgmlImQLWeYajORDCgZBJmmcvJ8oqkpEFmnORlBMWSrt0x16ahxVnBw7zbI6I+2hBC/3B+iNpfjI4kZMMzQng9YMeLY8Izt0GuQCpvrJ37E90I1e0nPt3GZODR9m39pLyOsNLDEXKLNMv3eWmo24TXqGyluZk3kWVQY5lSIzOIjdqBH4UCCJxWogmNbIszdYIKTL8WD3Vi4AEpEe9EYHgiBgt9uJx+O43W7kTAIZSdM0/4XkGeNYV7+Sg3uO0x7oZq5n9pS/jdvOJSMBrHoJU2U171x5JffveZxvGb+PLLqBOPG23bibtIFCKBRClmXKyurY2NLD06dm8c6FHSz2zqH/3v0YVqwh6VdYNKeMBbNKkQpRfnTn5xEo8NtbL2Demoum3E/fxpvH0V0vlLYd3PHm89hfAXOXrQssWrvx3FNfZ+GZZ54pvfvuu9utVqvy4Q9/uPm73/1u1Ze+9KWhDRs2+M5cbtu2bSUPP/zwqVgsJr373e+e99xzz0Uuv/zy2KOPPur81a9+VfXjH/+4o7m5OfO9732v6jOf+cysRx55pA2gp6fH8MQTT5Q99thjJ7/4xS9OSei65ZZbgrfccstr3tez8XoqzduBO7xe7wVn/8Hr9V4I3AHseKM78j8BvnZt+remapIQGUwlOEqbCQ0dxKIXKbcY6U9oBLC20T4RDmGd7cY+v5yquR4MQDiWmTbl/3qRTOd56KUOVsyrwNvgprpYoRoOnHs2wlRlpxDPkhkYRLQ4kKxOUlmFXEFBVFKUlJTQ0TbGrOYy9IbJm5eqqvz9Rz/Gx279EL5Bjai4HCbGFBM6FRIhA8nIMLKs4Gycw9wT+4kHAxQUGVHKIbsrkUUD2FWUXA5hSDtnbTkJY0nFhN/z8rlLkIw6/CNdkEsjmA2AQEJnQVdMHAyNjSErKmajjspqB/MWVbFnWzeDxanm8UozQEWRCIy9zkHKeJX5/DrtXhPPnlVpTmp6UiU7dbs/e/go3/rt/jf9246Gs+gkgWVr3susRTdPeTnLFxLxH9dsnM7A3EatkWomiUYumyCbh2xWJRMfo7ambtoy77hiI3qjlfseeAiA7373u5w6dYoPffLL9Pqz3Pp3C7CYJol2+MBBEqdPY6lxg6qQ6TtBxSUbWfaTO6l557UEXt7Ogb+/naNf+Bd6fvM7wgcOUkil2dazh933/pKkSeRklcDGWeezyjILW4mbL1/xBdbVr5xCmEGrhF/lvZjhhJ/DwycQBAFvvQtFUTEbRfqS3RSUAsvOIri5wADpzkM4ll+OIOmxmPS4HCYEQcCxbBOVSoRR0YmuqplR2UG8T6uazfe0YJD0HHwDLhqjRSeKjoHIxHudnZ3odDre9a53vSJhHv+u1WWTtnMAFdUO0jEXApCJ9jG/qZRwPDuj9OjZ3T3k8jJ/t15r9Bwd1a7XM90MDrRpxHJeo5tntmqaXqdr6n7ZbRZ0gjy90lysCiu5KJd89B/I5XL8dKuPqqYlfOFTtwIwFNc+c7HNhViswAakyUa/SCaPjIAlH0WQZOrcUwfoADWOCnJyHqteJicrPHBqkBa3jVXV06vS4xj3aj4Tmd6TgICpbt7Ee+2BTma76jHo9LxvxTzSVjsFg5F3LDv3AGmO20YPdoRxV5/hfnLxDKVFOU1obDLwxSgJmBNGXDaBE1FNSy/nU+iL8guHwzFRaS6k4oCoaZr/gpVmgBU1i9BLenb2TZdonGk7ZzfoSOtFPnbx+1FR+PZ3vo2zqYWwYCXfc2RinfEkwLLqxayqG+Jr7xxjYdUo+rgNcjmGy7RzcuGcMoLBADvv/zKZTJy7vvlN5rgMWJrfrjL/X8ANN9zgr6+vz5eWlsq33Xbb8ObNm90zLXfbbbeNuFwuuaGhIbdkyZL4iRMnLAD333+/54Mf/OBIa2trRq/X89nPfna4s7PTPF5t/spXvlJ3++23D9rt9pm7pd8EXk+l+R/RiPNLXq93P9AGqMA8YAUQAz77Vu/g3xKGhgeAMmY3TR2Ru6uX03PsDyTC3cxyWjkyFKYeqGmc1OmZaxyYaxzk8zJGQUBRVcKxDGXON+5E8Ni2ThLpPDdfrjW3VJdNaiHHCdTZMBeT0TKjSYzlDQiCQDSlTeeruQQ2q4dwMMXytQ1T1jtw6DBjfd0AfPo/fshD//FVXHYTAyE9c7Iyp2J54kFNajG3rIzKUD/rqpbTGTuEKT3GlnAnPbXlLBNiSEEngzteRhGgUanE4BYoRDXSXG4vo6TaRWCoDymXQrTZgTgxnZWSSBwcEBwbAZggcBduauHUsWF279QkJ64zSHNDpYPuoRgjgSRN1a89nvWIP0q1zcRsp3ZMY7lJgqoqMnJqnDSnkczag9AfTrHv5AiKCqlMHrvljaU+gqbDLndN1Q+Pw125mNDwAWLBdpyeySlnl91EVamVtt4QDQunks5cJkY6JyHnFNLRMRoWrJm23blNHjxNy9ny4nOcPn2ar3/96/zdNdfRFqlk4ewSLlw6Kc1QVZX+P9yHsaIcQdEGDunOQ9jmnYfOYqHxA++nctOljD7/AtHjJxh67AkGH3oERJGwW09TIEfptVfxvas1kvXr5/6Rqobmaft0JlbXLqPU/DBPtr/AsuqFtNS72HNiBI9Dx8HhE5h0RuaWzZmyTmzfUwiSHseyy6ZtL9m+Bx0yp6VqPKFO+guleEY1AmnQGVhQMZeDw8f4kHrD60pAHAklsZn1jIbS+MMpyl0WhoY039qzq/vnQrXHRtfg5IxBRbWDU0d1xI02ejvbuPKapQCc7ApRXaYRrUQsg96o48kd3SxuLqOhqH32+/04nc4pTYAH2/xUllr4/PtW8Plvao1XzrPcPiwWC3rJP80e02ByApDLhPG2tLD6qms59PSjvO/2L2ErnvPjpLnKoCediZNXJbqTk4RwIkmweO5Ul0xvOK5xFCO+Ve1ayysK722te8XfQlfioXBi+5QZoHTfCQwVjUjFtL2cnKcr0s9VLRcDMNtlY1nHUdII1F+57JzbbnbZ2DsUJtO4ELqOEtn3EmoByr2zEY5AsDjICaRylFmMJNQSqk15Llh7G4Xjv0UnCIh6bR/sdjt9fdr9MluUQ0k6CZ30eh7Jbx5mvYnlVQvZ1X+ADyx9N9IZg1VbiRtBFImFxnA4KkibJGrdVVy1+iruuusuPnjvHxiJuXCG+pGTUSRrCX6/H51OR2VtK4EuK4WED4PZTfJgB+j1HMg5qa/MI8gZNm3aRDQ0wsprv0yrM4+QMGBuWvQX/f7/F7Bo7cbg66kC/yVQXV09YclTX1+fDYVCMz4sKysrJ/RxJpNJSaVSIsDo6Kjhe9/7Xt33v//9M9UPwuDgoP7YsWPmdDot3XDDDeE/x76/5kqzz+c7CSwD7kMjyu8Hbin+/33Acp/P9/rbzf+HQJHzBGPazW123dSqiKt8AaJkJDh0gAaHmTQqBZ0JnX56tVGvl6gskts3o2uOp3I8sq2TtQurmFO0VqtwWxFFYUILORMMHitIAvmYNKFnjiY10qwniypr525Ng3PKenf9/l4EUaSiroZ9j/6RXx7uxm7Tkc3raUplENQC8UAfCAIb1ByminIKmTTVJS70KtQ3LKLLIPP7JhOdNUbUUx2k9BLOgoTOUTZRaRYFkYrGKgKDQ0i55EQqYLa6AWEsjCCKRAJaJcla/Ft5pZ0FS6o5cVJ7UJeWTJJmb/F7nC5W/ZKFNNnCK6cxJvMF2kNxFleUYC8GqMRzk9pWJZ2AogbwzErzM7t6GC8wx99k4uNIMDlxnpwNe2kzks5MeOTItL/Na3Jzqjs0TddeyCUIpsyoqkIiMsac5lnT1rWZ9cxbcgGxSIgrrrgCvV7P8k0fJZ0t8LF3LpxCVsL79pPo6KT2nVcjJyOAQKrz8JTPNVVW0vD+m1n07f/H6nt/y/yvfYXo+vlkBQWpzM2sq68BIBENkYiGqayfM5GwORN0osSm5gs5NuqjNzKAt6hrLnNo/syLKuZNIR1yOkH82Bas89cjWacOmFRVIbr7USRPPWNiCdnOPfQVShHTYQoJ7V67rGoB/mSQwfjIOfdpJowGU1QVf7vjnUHy+Tyjo6NTNOSvhhqPjdFQikLRGaayRiPAilhBNptl89MP0loa5PhJH/l8nkQ8yw+/tYWf/XofwWiGDYs97Nmzh3vvvZfTp09TXT05O5YvyBztGGOZtxyPy8zqZm02ZfQs7b8WcCITOos0Szojkt5CLh3BYzGw4tZP8593fIIbr143scxw3I9Z0iPkYrjkBH7FwUBw8hoKFP2dc4p2r/JYpg/yaxya7CGbH0MALmrwUOt45SLD2V7NaiFPdrAdU8NkBbk73IesyLSUTl4DF0YGubjnlWcVxnXNgTlaNTS8exsA9tnNlLgsUyrNbqOBpGzBpoZYXrMIyaidf+G89r3tdju5XI5CoUAmpVWcz/bc/kvhvPrlRLNxTvjbp7wvSTrsJaXExivNknb9X7z0XciyzK+ee45RwYkApDq0ZvjR0VE8Hg+SpKPEoxVzXBWLCe3ZjzB7Nsf6osyts3HVVVdx4sQJPv7h/0d5XSvCwBHMjQsRDSbexv9+DA0NTZzs/f39Brfb/boemB6PJ/fP//zPvYcOHTo8/jp27NjBdevWJXft2uVob2+3rl69evHq1asXb9myxf2nP/2p4gMf+MDsV9/yq+N1JQL6fL4en893E1ACVAHVgNPn893k8/m6Xnnt/9mIBduJpA0YJBm7darmTZQMuCoWER49Sm5Ae+DKdjfZc1hwNRaT1kaDb1zX/PCWDtLZAjdvmgya0OtEKlyWV7SdE3UiBrcBlfJJ0pzSqqhGKU8qISCIAtVnmMyrqsrjDz1E9cLlfPyWywj1dPDc1m0MZBKQN9CYymMkTyLUR0llNbO6TmEsLyedjOMoSjzOW3gF/9b6IS4NJjhZVkAnq8hpK/l4AF2JBzkZQSmS2aY5s0gEIgjJMUSjtn6+ZhZqNovN7iQW1gj2mVKBCze1kCkSDOcZeu65DdrDuGc4hqqq/LbrXn733Pde8dgeH4uhqLC43IlFJyEJwhR5hpycrAAq2aJ9X17m2d29Ewlw8dQbJ82qqjISSFJ1DssyUdThrFhAxH8C5axGtbmNbiKJLKHEJPlUVRW5kMKfspNNRpDlPLNmNTG6+UVCe/dNWf+CizYiSjo6Ozu54x/+hX0dGa65YDb1lY4p2+v74/2YKitwzGsEwOJdhZwITaRMng3JaCQ3p4bf1wUZ/cgm1v7yLoxlmtZ5pE9zP/HYTPT8x/vIDPhm3AbAJbPOxygZeKr9JZrrnVhNOkqcBYKp8DSrufjhzaj5LCWrrpq2nVT7PvLBIdzr3oVBr0POxRmQtf3JDWu3snEXjtcr0RgOJmmo0vyaj3cGGB0dRVGUKcT11VBdZkVR1Ilgnopi1dhpdvOOd7yD8vJyPMYocvAoP/7xj7n3nvtQpDF2dw5h1Rc4vONxtm/fjqIonHfeeWzYsGFi2ye7Q2RyMsvnahrnRo8NBfjtc21TZEUWiwWDWJjR+9tgcpLNhLHkM6T1VtTyZpY0T1aLh+KjzLeXosgFKoUoYzgIxArExqUa6RyCqpJUNUJeNgNpdhht2A1WgqkRvnz+XK6f+0otNRrO9mrODnegFnKY689oAgxoM2YtZZOkuenvb6X5UzN7WI+jymbCqpcYdGkSyWxU+y6mykrcZVZCAa0JO5jOYRNFQMCaG0RVVUoc2m/fX3TUsNu12alsNks2ox2Dc9kB/rmxrGoBZp3pHBKNMmLhMRxGPQlROzcc5dWsWXE5v/j1rxiN5MmiJ3l6P6qq4vf7J7TzrsolCIKEKVdKPhwmUt1ENiez8+lfsnPnTn7323sotXpZWZbHUohgelua8X8GDzzwgKe/v18fDAalu+66q2rjxo2vqyp84403jt19991Vx48fNwFEIhHpT3/6kwvgn//5nweffvrpY4888siJRx555MTatWsjV111VeC//uu/et6KfX9DMdo+n0/1+XyjPp9vxOfzveWakb9FRPzHCCXNOMwzTw26q5ahyFkG9+1EUFUKdtdElPbZ8M7RKjvd/W9s9iASz/L4y12sX1wzMQU7jiqPlaFXqDQD6G05ECrQl2k3/2hSRicJ6EWF8FiBymrHFD3zsWPHGO7pYsn6NbznXVficDgYe+kxRnMCIOBKS9gNeeLBAZpnNZIPBDGWe0gn4lgl7Uard1dT37yQ1UGZK/RaBcmQ1pFNRsCifQc5plWH5rVqD7jUaLdG8tUCcbMTAKvVQSKikWbzGYmApR4b9jIreiCVmCSsdUWyNxxIMhQbJSaqDIx1vWJF88hoFLtBR5NTa/i0G3VT5BlaZVWDktUeeNuPDBFL5rjmAm0wG0+9fteFccSSOZKZwkS1cia4KxajyFmigbYp77cWZTn9Y5NER5FzoMoEM1bSRWvA+vp6Qs/9hMF7vkMuNHkeLvLW4WlczoqVq4jZVlFaYuI9l021zgzt3Ueys4vaG95NIazpNUtWvQPQJBrnwu+PPIwgCNy06Nop7w/3dqDTGzCEelELOaJ7z23SYzNaubBxDdt795Inzd1fugyjR9uHpWdYzamKTGz/05gaFkxJoQON9Ed2PYLOWY5t3lrKyitIWspIqCZUBLLDGokvs7qpL6lh/+D0iv65kMlqJLOq1MqC2WUc6wwwODgI8LpI87iDxkBRpy8ZJQqoWAUBr9fLtddeS+OSKzkSrKKxqYVYPELGEiUu62hy5rnkko3cdtttvO9972Pt2rVTdNQH2/zoJIGFxftQPJLB5jDSNRRj896+ieXMZjMGSSY6w6yJweQil47QeegUACs2rkWSJh8nw/FRmowmcimwiDlC2CiowoTPdCCVxa5mCUsCErpzJuFpDhrD1DpmliqdjbO9mtO92uSnqW6SNPuCnZRbS3GazpDPVVVhbZwqSTsboiAwx2Wjq+iKkS/WJkyVlZR6LIQCSZK5ApmCgjGvLWOT/ciJCEaLNiDrjI6Sl/MTpDmTyZBNa88Ji+mtCw16PTDoDKysWcyegUMU5Kl9Eo5iwInDoCMDyMCii2ezvPUaCoUCW3buZEy2k+46TDgwRj6fn9DOl5TNZfFFXyN5qANEkdPmGiLDPu773V3cfvvtLF10IYqicmG5dk8aNL4lhcC38T8AmzZtCn3oQx9queSSSxZWV1dnP/vZz547lW0GXHvttZEPfvCDw//4j/84a8mSJUuvuuqq+du2bSsBcDgcSlVVVWH8ZTQaFbPZLJeWlp77of868LoFVF6vtwWYA5QC0+5iPp/vt2/Bfv1NQVVkIv6TBJILqHRPn0KTCwpbX0jgNBqZ2xxm2GEhKVvJZGYOH2hp8SACfYPTXQ5eCx586TS5vMx7N00lM6qqUuOxcbIrOGNX/TgEIQBCKSoawYqmZBxmAVEUGB3IsGj51IrO7/7wRwRR5KJ1c3CWVnPLLbfw85//nIYr3gfoGRErkA0SyfAQa1svg9Ewpopy0u1xLCUOBL0JyeZCJwj0qNXMTvURcpVRksqQs0Fa1vazEAugd1exbMESAGLDvTgAm14hKmsk3mIwEwwNaP9vnHr6mpwm9IEEu547wrqFYGpoxWi2Y9RLhOMZfKNaBTOKTKbvJObG6dZSBUXh+FiU5ZUuxOLxcxh0xM4IOJFTZ1aatUrgUzu6qfFYWbe4mnueaSPxJirNI8XmrnNVmgHs7jno9FbCo0dwVUx+j7oKO1aTjv7A5OePpwFGsyYyCa0CV+PxoDMrCBL0/Pq3tPzjpwFornOy/OovsKyljMMdYf7plhWYzzjOqqLQ/4f7MFVVUr7hQkJb7kGQ9JhqvRjKG0l2HCDfuJzQ6CAhv0YW11z6TnzBLnb1H+D6+VdRapnayDXS10F5TSOZzsMAJH17KcRD6Owz6/KvbLmI5zq38VzHNq5f8A66Uv00OGtxW5wTyyR9eynEApRe9uFp62cH2sgOtlO66SMIokRZWRntwQAOMUNIsWMZnrTLu7BxDb878iBHRk6yuLJ12rbOxnhluLLUgskosevYMN29Udxu96s2AJ6JxmoHOknkRHeI1Quq6BuNkwLUzCSpWTDHw2+eshIcdZMem4U4uwR9KIw97mTe3AUYZ4iZBzjo89PaVDrxu0bDaaqqHMxzm7jn6VOcv7gaq1lfrDTLZHIKubyM4QzPdqPZRWisHWFUgqp6pMpJ6UlBLuBPBim3mZFT2ncOSyYEY5rekZjWBJbO4SgkiOpE7PqSc96rahxV7B0490DsbJzt1ZzpO4mhvB7JopFUVVU5HehmfsUby1Bocds44o+SstiwpBLoSxzoLGbcZVaymQIDRccUqThototxcmN9GM0aaQ4Xcpzwn2aWXbvHZrNZcrkiaTb/9fyJz6tfwbbePRweOcmKmkldscPtIZWIYRQ1vvFY6TFuW76YebubWbH4ErbsepFr186nVgoxdkKzgzyz4VTSGQju3kvJgvm0+fOcfPHH1NXV8e1vf5udL/ah04nUK910Fsro6Egy/40Z1byN/0F4+eWXjwF89rOffUXdm8/nO3Dmv++8886eM/998803h26++eZXjW09e703i9dcafZ6vRVer/cZ4BSaJ/NvgF+f9frVW7lzfyuIhzvJ5dLEswbKXVM1V6lEjnt+vptDewYQjfOwmEZpsOuJSWbS56g0O5xmTKKA/w3IM071hnh8exfrltRQWz5phN/Z2cmPf/xjdEqSTE6eFkhwJtSsNj2Z9RdjbJMyZr2CzWonl5WpaZgkNaqqcv/991O1aCXzXCmMFjcf+9jHyOVynNr2cwCe9VzMUCSKqsgsaNIasSS3i3wug0HOoHdVTjwU/aYGzIUY+VIPlQmNfEYz2n4UotqDbvXilQiiQLDY9W+z6AmNe56iI5+JIyJPyDNUVSXn78Mb28UnXc8y2/cdRh/8DtHdjwHgtBtJZwr4xjTNXlwnkjj+8pRjouQyKPks7aEE6YLC4opJDazdoCeem1meoWZTdPRH8PWFuXJdE46idCd2FmlWZIXwa/y9h4OTxOtcEEQJZ8VCov6TyGdotEVRwNvopu+MSvN4sEkibyST0ar57lQQUQ86M4xt3Ub0uFaRm1VTgk6SONwRZkmLh3WLplZHQ3v2kuzuoe7G6xEkifRwNwWTnad+/yO6ghHSfad48M4v8/z9P+fA1qc4sOVJejuO8+tDD1BqdvF3c6c25BXyecaGeqmuqiY32o198UZQZOKHN5/zu1c7KllWtYDnOrYRzcQYyIxOk2ZE9z6BzlmBpXn5tPUjux5BNNuxL9YawUpLS8lkc3gqy+jNu8j2t01osy9vvpAKaxm/OfQn5DNmJ3p6eti2bdu0bY8PeCpLrSycXQaojAwPvy49M2jJanMbXRzt0K6J3uEYKVSSkTRKUUIxu8aJVScx4BujdVkNR7rCnL+oikKmwMHdM8tkgtE0PcMxlp9hJxkJpXCVWrjt2oVEk1nu26xdJ5qmWTvvz5ZoBBN6JPIst2vPrOAZp/toMoCiKlgLCaS0gKIKRPV63K7IRAx4IJXDkY0S0wszejSPo8ZRQTyXJJZ9bZ7oZ3o1q3KBzIBvitVcIBUinInSUtr0Cls5NyZ0zY3afc5UqTUruosOGr3+ovdyNIfJpMMgZMmN9WGx14AgkhB07Bs8jM1mQxAETZ5R7Jew/RVJ86KKudgM1mkSjXHbub2d2v3yoG2QfYOHueza+axZ8i4KsswfdxwFQSLbdRBRFCkr02Ywcv4+en/0edIDAzhWrOCFJ35HaLSXn//859jtdrraA8xqMFAY7STsnMeuY8OvORjpbbyNvxZejzzjh8ClwE+A64GLZnhd/Fo35vV6N3q93l97vV6f1+tNeb3eAa/X+5DX651e/vsrIzx6jHjOhopATfnklN7YSJxf/mA7A70RrrtpCcvXXwaolKmjFASRaOHcNwCn1UA4nn1dN4ndx4f515/sQNWLzFtSOfH+4cOHefTRR8lkMkTHtLCHwVfQNeeD7QhSjkzxARZNFTAIefQ6rSpUe0YT4NGjR+nr6qRl/UY8hDCa3cyfP5+lq5fRtXWv1lCl2giPaNO6s13F6qBNI3y6bAK9ezKIIOnUHjaKRcSdSSNKEqFYHBAmmgEb3LU4PA7G/Nq/rQ4TwUQeRBFDkbuaSWE2igRf+C39P7qdgbv+gXWFXViMAsezS8npXWRHtcFBpduCokKbXzs2cUkk3rZrQkMNMHLfv9P3w48xsusJTILCvLLJ39lu1M1AmrVBgJJN8eSObkwGiY0r6rGa9QgCJM6SZxzc088Pv/kiwzN4KJ+NceJV8QqVZtBcNBQlTzRwasr7rY1uxqKaNzVMRminMjoyiSA2iw2h/zSCAKIEpio3XT+7C6VQwGzUUVthRycJfPS6qc1/qqLQ94f7EGoqGdJl+NNP/51w93FGIzE6e0+RdFYhCnDJRZfw3s98g9u+8mNMFhvbtjxCV7iPmxZdi1E3daZmbLAHRZYp12sqL8fKKzHPWkrs4POoZ00Vn4mrvBuJZuP8ZN89qKgT0deg2cxlB9o0m7mzrOtyY/2kTu+nZMWViHptgOPxaMTAVVNNV6ECJZskN9oDgF7S8/4l72IgNszznZMDre3bt7Nv3z4ikciU7Y+TwspSKw2VDjw2FbmQO6c0QynkSBx/eUa50OJmD12DUeKpHN3DMfISFPIK4eL5odeJtFgMqCo4G10UZJVL1zbRMLuU3du6kQvTlXMHi1Zzy4p65mwmTzqVp8RlZk6dk40r6nn85U6GxhLo9XrMxZ/rTK/mcDzDY7s0Mt9oCmFW84ylJkn1cHwUpyggyDn0qSR+xYFgzON2R+kdjlFQVMKZHI5shKRepdJxbgvZcQeNwdhrn70d92rOjnSh5jNT/ZmDml79zCbA14M6hwWDJOKvaQTOIM1lVgpGkWeHg9gMOvKBNG6PFZ2thPxYP3b3LBZv+ApNFa3sHzoKAthsNjKZDKlicJLD8pdLAzwbOknH6tql7Bs6OqVR2uHSro2+oZMAeKzV7OjbR9OcMtauW8LShevYuXs3AyEBw1gHZaWlSJJ2zcUOPkv0lHa8X45k6dj7EFdf9x42bdpEPJphbCROi6vYvL1wDWPh9Iwe82/jbfwt4fWQ5kuBn/p8vk/6fL6HfD7f1pler2N7HwPqge8BV6BZ2tUD+7xe73Q/rL8SVFUh4j9OpKBNp9VXaVWR3s4gd9+5g1xO5gMfX8vC5bWYrB4S2RJSnVoFKsK5u6HL3RbSikIs8uphNaqq8ti2Tv7fr/dS4jRRuqKCuKCiqipbt27lhRdeoKmpiVWrVpGMaEEG59I1K9k0cnQUvUMhMxwnX1BIpDWPZrmgx2TW4z5DS3v//fcjiBIbLjkfUVAngg1WX7OepD9KoPcIlf4u0kOnEQSROpMJRJGCUYeAipiOTSHNprJqoooFoz6JADgsJYTGRpBszgnbOZ2kw1NZij+gVbEsTiuxZA7BVYq++HA2C0kM6SDR3Y+ic5ThvuJjfDnybk4t/CSGpdcwmHSTGdGqbeO676FoCntBRhUEYoUM6Q5t2leV82QG2kFRaDz6ILe13UXh9N6JAY3DoCOezU/8W05GkGxOEHXE4im2HRpgw/I6rGY9kihgNemnNQL2dQVRVXj+8ZOvOlAaDiQpLTFhPEeE+ThsrlnoDPZpLhrjdoNtPdrx09IAIZsTyMT91FZUk+yblCBUXrWBVF8/w08+BcAtV8zjH967bMpMBsCpxx/msBDgYEmK7U/dh5xNYxFVBiocbG+G3zgD5CUdhvQYpRU1GIwm5ixZTbSnG6+tlnUNK6Z/1+J+GGMjSDY3hvIGHMs3ISdCJE/vm7b8OBaUe6kvqeHg0DFMopHm0saJvyWObQUEEASi+58msvtRwi8/QOil3zP25E8QdAYcKy6fWL60GL5iFHL0FbT/Dzx718TfV9YsZn55C/cff4JENkkwGJzwPj59ejINLZMr8MSObhbNKcNhNSCKAi1V2i32XKQ5tPk3+B/9b9I90yO7F8/xoKpwtCNA73AMs12TU4wOacQ8Ekqhi+cIoHCiL4zZKDG30c26i2cTj2Y4dnBw2jYP+PyUlpgm0jIjRU9pV3FW45Yr56HXiXzrt/t4+fAgtmIU+HilWVZU/uv3B/HHtPfzuRilkjyFNA/FR6kpho9Y0kGGZBd6MYdqitE7EieYyqIC1kyQrA5qndPt5sYx7qAxGHvtDibjXs2Zop75zCZAX6ALo2Sgwfn6Kv/j0IkCs51WRjza72mq1AYfglXP2LIyMorCZ1bOIRZI4iq1oi+rIzemFRR0egsraxYTTkfpCvVht9vJZtKkRO1YllgdM3/oXwjr6leQLWSnxMePoc16NUjaM2FO6VxOjXUQSkW45Op5XHjeu1AUhR9vPoKhkKY8MUaqfwBFLpA4tZto1ITotvIv/98XMVhK+MmPvs9gPM1/7T3N2CIXcuwkBVsZllmzEUWBHceG/irf/W28jdeK10OaReC1d8S8Oj7h8/ku9vl8Py0S7vuBS4A08Pm38HPeFBKRHgq5BGNJJwCz67Ub/LbnT2MwSlxybS2bX3qUW2+9ldmzZ7Ph777ERz/yDQS5QEJvQZZn1p7XVjnIA92dgVf8fFlW+PnDx7jr0eOsWVCF9/w6JKPEYCzFE088wf79+1m8eDHXXHMNCxcuxCQVkEQYDsxcaR6/gRsrreTDGcaKjUY6MqRjmtXceHVRVVX+eP/9VC1aQatHQG90IEqaJMKy0I3FaWPg+HOo8Qzx0V5Ky2sgEsXgdpPNpDALKqjKFNJc7rbiy1fiEoeRBQkLOkL+oSm2cwC1FR7GQjGEbBqTS5sSzZRWI0W1wYBNSiOktaqEa/0NyLPPJ6pYcDtMnL+xmYjsQk2GkNMJWopyEyVrZkExICVpc5A4oQ1ucoFBUAoIF97C/bNuwKDXM/rgfzD0238jM9iOw6gnp6hki+4cmiepE9FkYWu3QK6gcNW6yeleu8VAPDm10jzYF8FglOjpCHL61NTEsrMxEkxS+SpVZgBBEHFVLCIaOIVcmBx8eetdCAKcKpLmfC5BLGNEVSEdGaO+tp5oZPJYR5PDuJYvo+/e+8gGNQ3tBUun6tpHX3iRHdseI2/Ss/qSa7n5H7/Jte/5CALQoS9w+8r3884FV9Fu1hFo28XvDv2JZC7FgEtAUOF8oQFRmH67GenroMRVRq7/JJbZSxEEAcucZehKPMT2P/MK313gyqLPbpOlZsJfVlVkYke3gCAQ2vxrgs/+gtALvyW87Y9Edj9KbqwP59rrkCyTBMVisWC1WhEKCYZkl9YMOOAjcWrnxGd9cOn1JPMpHjjxJCdOaOEqTqeTjo7JwcdTO7qJxLMTvukAbnOWnCyRnyEsNdVxgNgB7TvmijNEZ6K53onZKHGkfYze4RilpXoEUWCkSJpf3nwaURAYRGXfqVEWzfGg14nM9nqoqHaw86VO1DPcMGRZ4XC7ZjU3fo1HihrsEpdGml0OE5+6cSmJdJ7/uOcA8aR2vbT1ajaGf3qhncOnx/i7izQ/Y8UgUWY2MHbGIHEo7qfJYEKn6jDLccZUJya1QExKkM4WODWiXbe6vHZ+eqzTEyPHUWZxYZD0DMZGz7nM2dCVeCjEAqR7jqEvq51iN9g21sGc0sYpfsSvF3PcNgI2JzmDEVNlBYlcgR/s70Q2SiyNqNRaTURCKdxlVgyeenKBftSiReWyqgWIgsi+wSNF0pwhLUqoqDgtr91H/s+BVk8zTpODHb2aRCOSjnLnwd8hSwLLbNogocpej4rKrv4DlHpsXHDRapYuXcqDxzv42pNHiB7dxZP/8kN+8em7+EPfFbxU/l6+7kvS393Oxdd+EovLyff3dTCazSOaVUqCpzlkbuLnJ/vRlRh4ZHc3A7E3bsX6Nt7GnxuvhzS/DCx+qz7Y5/NNYw4+ny8CnOaV47r/ooiMHkMQdQxH9AioVJY5UFWVJ57+E//vB7ewZGkrH/rQh3j00UdZtGgRN7zrCsLRFEpfGxmz45wOGo1FS7f20+cmzalMnm/8ai9P7Ojmug1z+Nz7ltOX0G4o3cEovvZ2LrjgAjZu3IgoijidTmpqqrHo5XPKM8YtwayzixWcLk3japQKxCIqtfWT+sIjR47Q1dHBrPWXUM3IRDNLMpdiIDnCpe/cxNDpPXRFZMLBIWrq55AdHcVU7iGdjGMtNo/o3ZNVNo/LzKFcIxYhi9GqII0FiIcDiHY3hdhkkletpxRZUUgP9CIVbdwSjlLUYAQECbsujZzQHrqS3U2o6DHrdpiwl5gQXdoplBvrnbCdU7NmWoskINfYSur0AZRMkpy/BwCf4KKrpJnKD3+Xsis/RiE8wtCv/4Xqw38CIFa0ndNIswP0Zl7sNzJ/VimNZ7iY2Cx64ulJEpFK5ggHU6y7eA7uMiubnziFIp/bdGY4kJwIqnk1uCsXoyoFomOTEg2TUUelSz9Rac6kIgQSmhY/FfZTW1lOmsnBXLjnFI0fuRVVlun59W+mbF+VZbp+cTcH7v4ZWYPI+utuYeXGa3B5KskHtIbMfEkpFzSu5oYFV7NizQ04CzJ7jz3HHU9+madH9qCWOvCfPDatwq6qKiN9nTSWl6JmU1jmaERMECUcyy4j03ucXPEzZsL5DStZVr2QJY5JkprpPYGSCIGqUHbFR2n4zN00fu4emv7lfmb9y/00ff4eXBfcMG1blZWVRAID5NGRsVYiGMwEnrlrQr/e4KxlY9M6nj29leMnjtPU1ERraytDQ0Mkk0lSmTx/erGDZd5yWpsmSaCSiRLLmTjRNbVfRU5GGXvix+g99YhmO/kZSLNOEpk/q4yDPj/JTIEKtwFPuY3RoRihQJLD+wZYvKqOAloleFynLAgC6y6aTcCfoP3kJNls74uQTOcnrOZgkjQ73ZNNitbyMH/3TpWv3baaErtG9v/0Yge3f/tF7n22jQuX1nLJGi8CIopBR4WzhFA6S7IoYRqOj1Kr12FBuyYC2LBJAnGhALocz/f6cZn0mHNaVdFjnbnhEzTf9mp7xeuWZ6AqpHuOYTqjyuxPBOiJDExxWXkjaHbZQBDwV9Sillfw33s7GE1lWRSWUUeSRMIpVBXcZRYMnjrUXGZiFs1mtDLPM4f946Q5lyMj6JAFhRLTX0+eASCKImvrlnNo+DjxbILv7foFyXwaV2kF+VgIgyggCCaanHXsKGqfL7yklauvvprFi1dwz54ubrrrIb5+YDcnIgnKkgMYOp7iuT2PsnDuhayqXs3/9+wxEtkCtScjXB3uR6fKXLThMj63upkLltRQSBZIxV999vVtvI2/Fl4Paf5H4Dqv1/uuP9fOeL1eD7AAeP3ZtX82CJRWryAQK2AzqkiiQCKeZevOBzGZjPzwhz/k2LFjjI2N8fDDD/P/ffVfAAif3E/GZCOZnnnU7CnGO3f1zmw7l0jl+Jcf7eCgz8/H37WIW6+ez2AiQ15RsecS5EUdF19+FStXrpyiO21tbcUgpOkbmVkblvP3IhgtWGbVggDD/dpyJqmAUtBPCTV54IEHECWJhRsuw54bnIjPPTXWgYrK7R+9HRWVY4e2EA8PU9fUTMY/hrGiglQihlXUiOGZlWaP08zJfC3fiV5F3ulEV6yIJ8eGKEQDE8SqxqlVXWJ9XeitmsxlzOgmHwyhGBxYxDSFuHbsdDYX4ZhGhscjtB0Nmn1RdqS3mLqoYshYKctr+5SpakCV8yR9e7RjIunZnzLS5LRSYjbhWHopdR//Ifall2E99SItkbaJgBM5GUGyOjmVryWQ0U+pMoNWaT7TPWOoPwJAXaOLS94xj8BogkN7p5Mk0CzLwvHsOSvNsqLyXNco8aKbh9XZgN5YQmjk8JTl6sqM+PrCFGSFTDpKIGmhkEuTScaodlop6LRLv6CClE0Ql9PUvus6Atu2EzmqTc/mY3FOfPXrDD/+JJGWKmwlbrwr1098xkjfMRRgzYLLJip3nnlawMU/1p1Pk6sWg6Rn7fnvIBr0M9g11R4vHgmSikfxSDKI0pQ0MPvijSDpJiqxM8Eg6fnn9R+n3jI5KIsf24Kg0wZZ5lmLkawliEbzNG3z2ViyZAmFTBy9JBA2VCEIIko6SeC5X04sc+PCqykt2Emn0syfP585czR9fkdHB4+/3EU8lZtSZU4mkyQTMTJYOX7GjJKqqow99RPkTILyaz5drEbOPDhY3Fw24chRXqKnotrB6FCMl58/jSQKbLisBXcxzGepd7K5r3VxFU63hR0vdk5cUwd8o4iiwOKWSTlEJJxGb5CwWCelZA+dfIZ7jz3Co4P30txYil5UWDhbk5zMqXPy8XcvQhRFJFVCNRtZ01SDosLjHRqxHYuP4qCAoaD9DlHBgtugkW9TJfizea5ocBHXafs1k0fzmdBs5167PGPcqxlVwXyGnnnv4GEAVtcuec3bmgmzXFZEVWWwbhZ3h1QG4mluXzaLOXbNdi5UTAZ0lVkxlGu2nuMzfKDJffpjw2AQUFTISFYtQvsctnt/SayrX0FeKfDVl77HqbEOPrrifZR5qomHxrAb9cRyBdY1rKAj1MNoYowSpx2Ho4T3vPd6fvaFD/PBtXPo6tvPD37/Be7Z/WPuOfUcJWYd6y65juiqMpISOA8GKIymqNH3IZqseGYvwltq55YLmqkqsyL8nzCxfRv/U/F6LOd+AiSA+71e7xDQBZytPVB9Pt/GN7IjXq9XAH6ORuS/+3rXP378z8Oz/UlN+xZJdGE1ihw4cIDOdj/+QC83rbmI1atWkc1mOXSoaIsky9RVO+k6sBv3VR/k5cPHaXTZUfN51FAYsUJ7sI1FNdIzPJZgz+596PRTxy/bT8boGopx04WllBtDHDgQ4kgSQMA21ke8ppX+aBL1wBRXFvL5PBZdgcFgin3790/Ypo3D1nUcwezm8LEjGOt1dBd1w0apQKagJxDuJXqgH1VV+d3vfkfNohU0lljIZ6NERsIcCj3LS5kOdIKEU7BRPWsp3YceR1UVbZp9xEdILjDU2UG1TkY2lXD41Gko7kc8rZ0yg3IpJz0rmO3XInxjY4M4JYVT93yT1NxLKSs6Y4QGugmn4pRYJdoTAnOzWXKyAYMSZ6jzFEZJz6HjpzjUoT2oBnrbiY/pSIsyWcVAz+H9FMRyBGMaKWkCswldQaU9GGKOxcXQricBAdVSSnc8yypbhgNnHlPPUsz2I1ze/wxHD9cRsZtxJiIk4hleCFXikLIY88McODD5UM9n4gRC+YnttB/TJDCjgW4knYDLo+f5J05QEPzTfvfRiHZepGOjHDgQn3Y+dmbg+ajA4OAAi8bNNYQKomNtHNj5EhjsIAjUewzsbU/w1At78KgjhFIlpBMacXOoKVSDgKpqF5tVVNjy1J+YvfgCBKeTk9+/E/21f0f+Tw+jxuNkL7uQ0MAhGprP49DhwxP7Euk8iEMv4Uw4phwzh60MxXeEK1fehGJTUBQFSW/k5WcfpmX1pIPIWF8xxGSsh7yzlkPHpzY0WirmEj30Ar3O+aA7d38AoH1+IYfz5E4Uox1BSHO0ox+Ec1eqz4SqqtjtNoyBHKcTFqrzSTKNq+HkDo4aKshXamS4OVNDVkhzaOg4s2P1mEwmdu09yObOUrw1JuJjXRwoTpiMjWn/Y7bY2H9ykAMHNDZg6D+MtX0fKe9Gjg8EMatGDKMdHNi/f+I6GYc+Pzn4KnfqGQrEiEUyHDkwQFOLlfaOExQK2jnT13WKwZ7J9Wtm6TixP8zmZ3bjLjfw8oFRakr1+E4enVimpyuE0Sxw8ODBiePQE+qnwlhKe6CLbCSOXmylkEty43qtgn7qhLa+lM5SMBkZPX2KuWZ4qcdPSWQQWyGFgJnwUAhRMaJKItbio8beUIGYl9F1txHRSQgq9Jzqok/omfk3BYSEwlgqxO59e9CLr/7IEpMhxoUO7RF54h75wsB2yg2lDPj6GKDv3Bt4DSiTM5xauAohkeGSEsj3d5BIJ8llZfbu0prmBgY7COjyOIHuw7vJxrTfxpTXrvnj3ZpmP4sFWczTeaqDfnFm15O/FFRVxaGz0R8dYnnJfCxBCX9OIRwYRcxnGRjL0mTTrsUHdj3GWvcSjEYD6XQaXY2XL14R4iPvew8PP/wQd+8bIBCO8oP3rKJvxSwiFj0X2RVKl1gJjkroA8dJlzVx8PCk6vOjl7mI+bs48MoKtrfxNv5qeD2keRagwsTdpv4t3pf/AK4FPuTz+U69yrLTsGDBgrc8UenAgQMsX76cQqFA6g+9zKm1snz5cp789ddQUVmhg8refmrf/c6JdRSlwPJFdbyw4yTLZBnBVcGyZXNp++a3CR84xKrf/BKdzUY6W+BHTz5JDigva6JpzmQHuaqq3PX8i8xrdPPevzt/4v19B7swx4JYkxrRtVbVsbxpaqQ3wJZDI/R3CNQ1zaWy1DZluz0v/Tf2+etpWb4clsOWBw5j7IlhEPVYPXbWrNVSmQ4dOkR/fz/nX/cBVjWWQaeKu+sUZA8RbGnE65nN6pWraV5xNUOd2gN3+cLFMNxG0+LFpIPtlEkFXEs20LxisgFMUVS+/9jjFGQV98IlGA89jyCIyA3LYGA/pr4DVK25gt16EbfFTGi4D8lsYcGcCnyntcqUKJoxyGFKLXqyjlKWr1iBL9iGIES44LyV6CSR+JwMx4+6cGUjWOZUIRiOQsbE/rxEy5iAucVK6bKNRLY/iGi2Ea/WqpxXLm2lxj7VT3eswk3knn+heXA7rdd/mp5nC0jlLfgOClxV2suqlVOn+/f3HqXbP8Dy5Zrdme/QXjyVAqvXaMe20hPm7h/sIBV2cNEVU/1idx0bBkY5b+UCmuumW3G9sKsdSKB3eVi+QLsEYyMmTh9tx3LsN1Qtvg7nmmuIpvZoK5jLMeRVQikz2YxW3fYYFQyiiirqEdU8FkEhMtjBwls+SfKTt3PqG98k98tfY3C5mPvNb7D78Bb0fhOXXXczRrPG1P2JANkXYwiuStaunNq3G4ycR3TfUyxd2Ipo0I5lZrSD43u20Dq3BbNVm4beOngKm0GHIR3CvfYqvMun2sNlKmwM/eaLNOvjOJZNtao7E+PXafzoS4zJeYxGA/rKeuasmN54+EqwWq3s7D1Eb0GrVNYvOY9I2o+zZzt1V95EPp9n+/btpEsK7E4d410XXEMymeRPL3WTzat84j1raKqe1KVu2bIFSZJYtXQ+xx47Rd2sebjUCAMv/CemxoU0vetjCIJIVBkl2H+Qxd5Z07ypFUXll88/gSgKmA0iy1e10nZ4DzqdyHXvPQ+9SUfyPk3mUFI+C2/D5PqLFsp0n3qBwKDEqvULGP7DADdvmsvy5ZPn3P4t26iqMU2cq4FUiGxnjqsXXIq3bDZ3PfYbDGKBcC7LsmXLzuh3UDje/ktkt4Ply5fTnM3zr1tPcBQDNToRFbAoMn2yA5MhT0PdLBwxEEw2pMEU5asq2N4tYhfNrFwxPQlu/DcFyPXD9p0HqZhTTZOr7lV/R7WQp/vln6F3V7Js3YUAhNNRhjr8XL/gHSyfP92G8PWizzbI052jfGhxI2trtMFEidXPyQN7SUYkDEaJteu0WcDevb+h3CBTfsb5/XR0B8MjQ7ioRpVFFJ3KmhWrz+lX/ZfE+0sLnPC3c9vKm9GJEoZclOHThym3W4nJKhevWc5LiX30FIb55PIP09bZTXRklLJZTeh7e6nKjfCxjYv56oM76ejuZdv+PUQ8Nayyqdy0XrsmMwNtDP0mRd2aTdha3/zv8VqQzWb/bMW1t/F/B69ZnuHz+Rp9Pl/Tq73eyE54vd5/Bz4LfNrn8/36jWzjz4lhf4iCKlFVZiUz6mfHy9uQJB0bLruYvj/eT2pgspolijpWLmshHk8S6TxFfzLL6PObCe3Zh1ooEG/Xuu3NRh1Wk44cMNAzVaLh6w0zOJbg0lWT4xJVVekIJdBHYoj5AnpZZSgxs/Rj4VxtvSMne6a8X4iNoWZTE/HZAGORNCZJppDXU3uGP/O4NKNxzQaazBnETA45MIQcDyEOdzG/vAVVVXHWLsZkL0MQRBrKNAJvLPegC/QgArbWdVP2QRSFolwCLJXlGEpKsEoGornJSYvIsFZtqbPbCQ72kcrLtNS5CKQUkpIJNS8iqjny0cAEyQjFMpRYjeiKqWT2EhMpnQcpPkx7oBPBmCZfMJFXwZoTCWWi2OavB1SUdJwunRuPxUC1baoPN4CzZhbbK9dj6d3P0O7neSkzj+/vkZAElfOs09PjbRYDyUweWdEcTob6IlTVWifkCbUNLuYvqWbX1k5i0am/4SsFm/THUpwOa3KW4UQGtZAnsusRAvd8CzFbIF9WQvzoFgBKLDrKSowcPtmBWogTzpjIpLRKs548BkFFMtsR9EYEwFDI0HZoJ+6VK/BctIGShQtY/J/fQaj0cProXuatOH+CMAM82baZsnyBqrrpDpGW2ctALpDumXxAzV95IYpcwHdo5+R37e2gqVTTvY7rmc+EsaYFQ0UTsQNPvyZrxvjRLUjOCgoRP8aqOa+6/Nnwer2UmAVORMwg6siOduNYcTmFiJ/caDft7e0UCgXWr1jHYHyE5zq2UlnTQH+ihEVNtimEGWBoaIiKigoWN2sa4uOn/fgf/QGCpMdz9R0IgsipsdP8tFPzpM4Fpkt2RFFArxNRiudSZY0DURRYdX4TNruRE11BCrICugx3HvjpFJ9dvUFi1fpGTp/ys31PL6oKy87wZ1ZVlUgohdM1+bv2RzUCXldSTYOzlmsXbsIgyfgjCX6w+24yeU1vWoj4ETNZZEFGUQo4jHqunF1JRySPSVeD3lIGsVFG5RLMUh6zy4PetALkKMOnQwTGwkT0EqWvQZJQY9ds3brDr606LOj0GMrrsMyZJGP7Bg+jorKmdulr2sar4R1zqvjq+nkThBmYcB0aGYzhLrVOEGCDp35ao+cSSwXdukntriCJfxOEGeDCpjV8fPUt6IqSJkfRq9mo5gmmczzRMYzBuJ5gfjmfeu4QW2yz6JqzlieFCk7YZpOPh+ias5G4YGTQVMbhimUsDh5hqXnyGk627wNRwjJryV/jK76NvyLWr1+/cPPmzX9dAf+bwBuK0X4r4fV6vwZ8EfiCz+f7wV97f2ZCd79GNmrKHZz+7x/gG+1ldsM8Wj/5cSSjkY47f4x6hkvG2tVa1XLs0G6Gkzm6f/ErHK3zQBSJt/kmlvO4LGCU6D+LND+/tw+jQWLd4kmtZjCdI5orYExG0YlmpHj+nF3GyxZqhOFY29Spvpxfe+gYKiZJcyCSxiDmKWR1E6Em44EmLSvW0lBdiUWJYAgmAAFVb2BZPEOrp4VQLIOsisw9//00LL4cc17TFZsqyrElRshJRgyV0/1QPU7tIe2wGbF7WzCmCvjDk8cgEtCkDvV2O6GhfpK5PN7ivg0bSxEy2jR3PhZkSDERSGUJxTITeuZx6ErrkNQcff0nMZpl0qoRRRUw5BXC6QiGslp0Lu2BfFQuITGUJDZDZHA4lmFrfhFDeAhtu4/N6QWIosStrXEc8nRNut2iR1W1Rs5IKE0qmUMnd/DwXd8mFtKm7C++ci6qAluebp+y7nAwic2sx2aZLkd4qXcMgyiwpKKE4Wic/p99mtCLv8NSNw933WrydiPp1CiDxx+B6GYqzQO09UaRFYlYxkQmGUAUJQSzHpOqoLO7EYsd+zWeMk7s3YKqqrR85g4WfP2rGNwuju1+AUVVWLzu0on9SOSSHD79MjoVHFXTo29NtXMR9KYpkdqllbVU1s/mxN6tqKpKPpclMNJPuVRA5yhDXza9gigIAo7ll5Pz95EdaJv29zORj/rJ9B7H0rAQVAVj9esnzaIo0jKrmoysQy2pJDfcibV5JQgiSd8eTpw4gcvl4qKF61lYMZd7jjzMXVsPIqsC3rKpFo/5fJ7R0VFqampoqHRgt+jJ7X+E7NBpyq78KDpHKXk5z0/33YNP1tadqRkwX1BIZwvkCwrBeAGrzchHP3cBFxdnKA75tEhs84I9+PP93H/8iSkDjJXrGtEbJA5t7cZp0TO7xjnxt0w6TzZTmNIE2BeZJM0ATrsTgygjymZ29h/g37feqYUJjfYgFhtjc5kIAJc0lmOSCnQJK7BZatHl4viVEoxSgU6jh4LOTTq3j4JSoKN7lLBOotwyfTblbNQ4KqlzVPHHY4+95pCT6g9+C/fF75/4956BQ1TbKyZ8n98s9JJI9VkzUk6XGbEY9e06o5HXUF5HPjAw4cWtqiqzu9rJS8pEpq70KvaSf02Mk2ZLIUUqL/No+zDRnBlUGZcxznJjlsrhNpa4zPTaGxFROZw28q9bT/Dg6WHMwQCX9z2JlJrU9adO78fcMB/R9NcLdHkbf1vYsmWL/d3vfvcbi+qcAQ888IDr2muvnbtw4cKlZ2+3u7vbsH79+jeUCfJXJc1er/crwJeAL/l8vv/4a+7LK6F3WCNGjp52ho+eoN/fzfLlazC4XDR95EPE23wMPzXZsNTQOIvaajcjx/cTkkUUk4mWz/0D1oYGYmeQ5jKnGVkSGegJT1hDZbIFXj48yLpF1ROJdwBtfq1hzyFHqagoQxfPMRhLz1iBq3Db0YnQPRQin5+0Pht3zjB4tEq0qqr4QykMYg5V1k+Emhw+fJjOzk6q1lzEvFI72VQQQzCJqXEBI5V1LEhkmWWvZMCvPcBq513IgotvQ4pHQBSRzHochThJR/WM1ROPS3vYOKwGbC3N6CMJQuEQQlG3Gi0Sy3KXm3wqTdDvp6nagSjAsNmDLl0AVORklNNZPbuHQoRiGVyOqfIcR71G6OK9ndSUOQCBDGakTJ5IWrPtEl0aOfAbyhg6McbnfrCNAf+klvj3z7Tx4W88T7A9yoPqhVjEPF9yPsx3P+Tl/CYRJZOa8huMhlIMFRuB4qkcQ30R7VjLmqRmuFebaXCVWli1vpHD+/snLMQARgJJKmdwzkjmCuwZDLGqykl5zy7iskDGYKfyvV+m8sYv4qhbC6jEW2sYGdoBqsyCOdXEs0YOjywmL4tk4gE8Tg8xyYARFb2zDF2JJgtqqKklNDrISO+khVo+l+X4ni3Mal1KiXuyQrm5czvOYoOrvmy60Y2g02NuXEiq89CUY9O68kLCY8MM957GP9CNoMgYE37Mc5ads8pmm38+otFCdP/TM/59HIljmn2gZNdImHEGMv9asLhVG+QN5S1khzsRLQ5MdXPxnzrAwMAAra2tiKLIp9fcysryVfjawOkIExjpJJOdrByOjo6iKArV1dWIosD6ujxzwtuxLdyAbd55ADza9jzDcT8ttQtJigJjAyen7c/gWILxQ9g1og1KPRV2xOKMyo7j/WALYtRLCGPNDMVHOTU2+RuaLQauec9iCsk8LYpIIja5j+MezU731Eqz2+zEZtDOQYvFgl4sUCgIvKf1OnzBLgZjI2T9vYjF2aFcOgJoRLJG30UIF/1xbf2k3oUgCGwJqTgyo+QK3QjmBL39o8R0IhW2c9vNjUMSJe5Y8yHiuSQ/3//71zTrIOqNCJKmPoxnE5zwn2ZV7ZI/azVXlMSJY+kumzymhrI6VDlPPqwVA9Jdh/EMdOLWm5GLzZA6vX76Bv9G4HCVgiDQkh3maxe08sNNS/juxsXMcnQQTmxmY30Z1bkoH1w2h+v0Q6jAdfoh3r+gnpq8SM4XQERFF9Z8w7MjXeQDA1iap8ty3sbbeKvgcrkKN9988+jNN9/82ruIXwPOSZq9Xu+LXq/3Ba/Xqzvj36/2euG1frDX6/0s8FXgCWCz1+tdc8brrZlDe4swNFaMRn3yYXzl1SiKzAUXXACAZ8OFuJYvpfd3vyczov02BpOL5QtrGGg7iQKYP3IbxtJS7HNbSLSfnqhKlznNpGWFTDrPwT1aFXjnsWHS2QKXrJoqGd/VNopQUNBnwlTXVqBPyeRUlVBmemVUFAUq3CYSWYnOzk58wTixbJ6cvxedsxzRqN3Qk5kCmZyMSSogYKK8GHhw//33I0kSNWs2MK/MTm6oEymbR2pcwgFBwaCq5E8fYOgsWzspFsJY6ibdsR8ByJfPXO2bJM1G7C3NmLLFdmlLCUh64rEIhgI4K4tNmP3dKKJAfaWDEVslhlQGHSAqeRJ6G/2xNOEZKs0V8+YBYA+mmVOpkb60aoGCTDwVJZPL0TYYI6p3sECI843bziOdLfD5H7zMsY4AiqLy5I5uljR7WH75LGouXY6tZQUmoUB28LRWJVEV1DMStO573seTO7Qkwngyx0BfGJ1OJBXXBgLDZ5DS8zfOwWzW8/xjk4Enw8Ek1TNIM7YPBMkpKuusGRxDmruF9K5/xTJLc4E80iOyub2BVHcOV28WSi5j9UqNnPmGtPMtFfFT5fJQEAQMkgpWB6rNBYKI06jDYDRzfM9LE5/ZdnAH2XSSJedvmnivIBd4+vRLLDJo5FRfOnNIhGX2EgpRP/nQZFhB86JVGIxmTuzdynBfBy5JhkJOk3OcA6LBhG3RRSTb9lBIzOw0g6qSOLYVU/18CpFRJJt7mjb4tWI88fN0XIeSTVEIj2D1rqar2KDZ2qpZmDlMdmzhJYiqROPcBKqs8OWHv8Pu/oOaJGdI+97joSZr1EOkFT19jVcDMBz38/DJpzmvbjmfOe8jBE1GAoPTq+njCYMuu5Hu0alR1o8eeZmxYA53RZZ313+AVG8jJsnEC13bpyxncFtoR0aUFe6+c8eEN/uk3dwkweuLDk5UmaEYpS1p5888l2bVtnfwMLnRHoxm7RjnMpO/S0nuJBWMcXowAkDG5CLqrCSYyXN+XGv4kqxxciRRBAHPayDNAI2uOt678Br2DhxmS/eu17TOOPYPHkVRlbdMmvFKGI/TPjMgarxIkR/TGqzD2+5DX+JhZcNKkqI2iDEYXrnR9a8JSafH5nCSjASospkwFgds6+pXMpIYQyo1cPvtt6PXSaR8e9GXlCP2H2d9rQu/L0RFXSOixYEuMoCSS+N/9PtIVuc06d7b+L+DI0eOWC+55JL5y5YtW3LHHXc0ptPpKaNZRVH44he/WLdq1arFS5cuXbJp06bWY8eOmbq6ugxLly5dMp5/8ZnPfKZh1apVE1bIH//4x5t++MMflgNccskl8euvvz5cUVExNTThTeKVGgFnAQoTE0gTjYBvFa4u/vcdxdeZ6AUa38LPelPwhzMYBBmrzcwxRARB5LJNFwHaFPLs2z/GoTs+Q8ePfsr8r30Fo9nF0oW1PPrsMUI9HYTfoYUw2L0tjDz9LKn+AayNDZQ5TaSyBRpaKnj64eOUVznYvLePqlIrC2ZNPkzSqRw9sRQlOgFUFY+nlGprjDAwGM9Qap7eANlQ5eJINMHRUz5e6E5xcUM55/l7p+qZw9pD0yjlKXO7ESURVVW57777WLT2fMwOJ163naHe04iiyIt7dpGKB8k67CSObWHQ9m70OpF8Ma5XDAcwlpcTP7GdhCKiL53Zbnt2TQkmg0SZ04ypZA6mXDFpz2BBSseIxZMYsgUctRrpjg70kMoXaKl38fKwixXZFHm9duom9Hb80RSReHYaaa5sKOe4YqMqK2OtrOBpBsioGkEwZBW+fe9OLpPDBCweLhzZjLf+Cr77qQv42i938+Wf7+T6jS3EUzk2rqrnpJplNJnFUN5Aqn0v4W1/xLnmGgCUTGoikvlIx+QUZDyVZ6gvQkWNg7BfI1HjlWbQqoDrL23muUdP0tcdoqbBhT+cnggWyct59JIeRVV5qXeMZpeN8kQ/kYzmrT2SzDO7yA1fOjjA6ZEmVCXFDdY9iIkxmqqWYdCL9Ia1KlYyPEp1nRcRFUmELaPHGSxxch0qhcgI3qVrObl/G+e/4yZMZgtHdjxPeU0jVQ3NE/u8s/8A4XSU+YZqJKsT6RzTq+bZGkFJdx7CUCTWeoORliVrOHVgOxW1TdTajaDmMDe+sm+uY9llxPY9SfLkDkpWnX2rACk6RD40RMnaa4nufgRj9RurMgNUFAnksFoGAmSHOzE3r6Rv62GqHCYcjqL3cCTNUzt72Liyno+/6yp+9OMfYU8a+K+ddzHP08yCcB0ulwuLxUI+4qckeJz9hqXc9/tjfMVi5dGBP6CTdHxg6fWY9CZsFU2Yetto83cw94zBZu9wDJ0ksNRbzs6jAyiKiiDAgyef4t5th4EF/NNV78JmNPMLpRNbrpGdfQdY676E2VUenDYjB3yjxIEbbl3FY/ce4tc/3Ml7P7KKSHi80qwNYmVFZjA2wsKKSds8i8WCoei3Tt7IHHcj+waPsMLfi6lqFjBGLq2RZlVVsRUSrNYfIZYUKagiitFKxFPGbKeVVXGZB1UwlWYQZO2zPbbpjcznwju8Gzk0fJxfHbqfeeXNVNrOnSR4JvYMHqbM4qbJ9Vb3rk9HaZmVDqbKM7TZGIHcWB+CpNckOlfdzsrKGk5LbYD5LW9if6vhcJdPSMvGsapmCXcd+APb+/Yzy91Auuc4SjqOfclGorseYcx3lP7ROBtX1GEKeMkPdBB46mfkg0NU3fTlKaEzb+PPh8ihodLYCf+5s+rfAjjmlwecS6uDr3X5Z555pvTuu+9ut1qtyoc//OHm7373u1Vf+tKXhjZs2OADeP755x2HDx+2Pfvss8dLSkrktrY2k9PplKurq/MWi0U+dOiQZcWKFamjR4/aTSaTcvLkSVNra2vmyJEjto985COvWlluamrKvfzyy9NjWF8DzllpLjb+zfL5fPkz/v2WNQL6fL4NPp9POMer8Y18mT8XQpEMNtI0f+oT7D2wl6ryJhpnTXoPGz1lNH7oFqJHjzH6/GYkzCxfpBGfsaP76Ilo5NQ+V5PVxH2aRMNTbIi74EovJU4zv/3VXo51Bti4sm7KNOLLW7rIWXXMdmvVCJfLRWvRWaEnNLPGr9pjI13QcWosiqJCbzRBPjg0rQkQNI/mugZN67djxw66u7tpuehK6kssWCQQRkaRy8oJjvkx5UCat5p0z3HCI8PUltuwmotTi2N+TB4n2f6TDBd0mO0zx8KuWVDFb796OTazHp3FgquiCgHIqBKqIpPMZjHmFAyVrejMRiL93STzMi31TtLoURHQObSHrc7uYjSSRlGZ8KsdhyiJxHQuyuU0C0tdgEpS1fbJmFc5PjiIpxDCWFKGIdhLdqiDylIr37njAlqbSvnDc9rvtKS5DEfRo1RJxxEMFtRchmS75lChZDU5xkgwiT80aakWS2QZHoxSUSFQyOewO0sJjg6SzUwus3xNAyaznn3bexgLp1EUlapSCwOxYW556B846W/nqD9KMJ3j4kYP+bE+XEoKnSAwnNSqVOFYhuNtfloLAophIWnZBP0niETC2KQUOUWHqsikgmNUOlxYilKg/lycU3Jc0xgHB5m/egNyoUDbwR30+I4SCYyw5PxNUxIiH/dtptZRhT2ZnFGaMQ69swJ9aTWpM3TNAPNXbUAu5Bnqaccj5jHXz59w2DgXDGW16EtrSHUcmPHvxsGjCDoDllmLyQeH3lAT4DisZj02s56UfRYyIom+NsZSBZKimTp5ckD0xPYuVFXlxku96HQ6muc0487Y+ftl76Uz2EN3fw+lFdpzKrb/aUDgkls+REWphW889BDHRtt478JrcJk14tA4ayUWReXxww9N2Z+e4Ri15XaWtnjI5FQ6B8L8fP+93H/8CdyFFsqcJppryqgqs7K4uYyhtlJkVeYbjzzELV99lhv/9SkefPE0c2pLaG4p49Y7zsNs0fPbn+zixOEhjCYdpuL1O5oYI68UplSaDQYDJp02KA7HM6ysWUxnqJdgPICxvAm90T6haQ6lI1RIAmVWkdlqFL/sIGY0ktcZuaalGqO7mqpsAZ0tjmrQZmc8JRW8VoiCyCdWfwBREPnh7l8jKzOnrZ6JdD7D0ZFTf3Zpxjgqqh2IkkBZ+WSDo2gwoXNVkPP3Edp2HzpnBfaFG2gtb5mQZ5hN0xuQ/5bgcHsmZHPjsBmtLK5sZVffARRVIXlqJ4LBRMmaa0DS0b//ZQAWNZdhqvUipcMkTryM64IbMTe+ITnp2/hfghtuuMFfX1+fLy0tlW+77bbhzZs3T5ka1Ov1ajqdltra2kyqqtLa2pqprq7OAyxevDixa9cu+/DwsA5gw4YN4R07dti7uroMqVRKWrx48Z81UvIVLee8Xq/b5/OFXmmZ/+0IHzpMPK+j1qJgXTCfk22HuWDtNROawnFUXHYpgZd30POr32Jb0ULVwhIqPG78x/bRU4x+NlVWoi9xEG/zUbnpsgkXiXi2wA0fXMFXv7cVgAvPiDBOJXJsPz4IC1xUGmQ60UjzXK8J6XAnHSMxmDt9irzGY0VRISxqD+X+aApVVc6qNGvnlgGVhibtAf+73/1OixVeso55pXYSHfsQCzIBvRlIoVOgYuGlBA9sxh08jFy7gYKskEznEUJ+9OZKlJTKcEFPi3Vm0iwIAmbj5KnnaGnB2LuPRF7GIhcoqCqGnELBXUdJjYdIf7fmoFFMK4zrLNhtLlLxAi/dew/peRehoxKXffqDJ2g0MV9OkBoZwUiGuKodD2NeZVmLGbFdZe78ZSSGDpA48TKmmmZsZj1f/fu13PqN54jEszzwwmnKW0tJ5grk0lF0dhfmxoXEj2hqJCWrHcdjxSqzThIoyCrDo3EKeQWbVft768oL2PP8w4z0ddLQoj009AaJJavq2PtyN5ULtIFAZakV31gbsiLzzOmtoNuA06RnSYWTsS39GMtqKLcaGUlopHnroQGqEVBlFSWl8rhyLUu793Lg4Ydxm02EMibymTCqIlNa4sKZLUaJSyIxOUtKFLCmE7gczmKz3hasDie2EhezF07ath33++iNDPCxFTeTO/Ez7AsumPH3HYd59jLiB54l2b4Pa4umX/RU11Ne00h8qAtDLjGja8ZMsDQvJ7r3KZRsGtE4SbLVQh798Cms3tXkQ1q4xhvVM4+jotQCBpFoykqh8ygDugZ0okB58DiFeBid3cWR02PMa3JPVKbnzJnDqVOn8Bob+czSW9na9wI7QgdZOrYA5fBmrPPW4q6q5l9uNfG5Zx9HTTlptkwGrFoqGokBoUEfJ/2naS3Xqvs9wzEWzCplUbNWVf3F1hfoNmznGu/lPHZUx/mLKybI4Dc+to6CvJZ/fq6PlDfE5WvewXAwyUgwxcaVWqOlq9TKhz65jnt/sVebBal2TKzfV3TOqD+DNAuCQInNAH4tdXDlgsX84dijnLQaaaloxBAanpBnDIV7KZVEpJI6rJkujiolRC0WKvNJ5pXZiboqqerKMWQKIRflCGX2115pBi0I5e9XvJfv77qbh089w7vnX/WKyx8cPkZBKfxFpBkAi1bUUj/Ljc0+tXJs8NSRPL0P5AKed3wCQdKhA5wWB8TAarLMvMG/EZS4PLTFwhTy+Sn66/PrV3Bw6Bg+/2nMvt1YW1ahszgwNy4k0nWY+or5zKl1Eg9q0j9DRRPOde8818e8jT8DnEurg6+nCvyXQHV19YSmsb6+PhsKhaboky6++OJ4W1ub/+tf/3r92NiY4fzzz4989atf7S8pKVFWrlwZ37Jli7OysjK3ePHi+Jo1a+KPPvqo22g0KgsXLkxI0p+3qfbVGgHHvF7vIa/X+99er/car9fr/LPuzd8gel7YQlbRUdNYwf79+8nnc6xcsYYX9/fx+2cmNYiCIDD7E7ejyjLRXZp2b8niFgZOHGE4niaVlxEEAbvXS6xNc0woK9Ee/oFIGk+lnYRZhwM4uHXSxmznlk6SFgkBMCbDmEwmzGYzNQ1ODKnCOW3nqsq0SkdScoCqklEgbHRNk2cIqOhUkZp6F5lMhvvvv591a9YhmszMdVqIH30RRSfSE4pTsGoPAllnxlDjZV7hFLVlVlx2E6IAOqUAuRGwe0go0oQf76vB7m3BlC4QiRcHF4KKVW9CZy/BUVlOpCjPqK+woxdUxowu0On4z+dP8PD99/H8//sUo517KT2r0iwrMt2GLKKg0nf8KGYhRTCeI5sroFMdWIsVMmdjK6aaFrLDnRPr5gsy8WSO+ko7z+7pxayTUIFEKo1kdaIvrUEthkooWa1yfLQjQKVR4SK3RkqHRzTtqCRqutR5K9YjCMKUZjuAFec1oKgq+w8MFn876wSB2T/cw6lgnA31ZehEgdxYPwZPPZU2EyPFSvO2Xb2UIbLq/EZuvWMd6PQc0TURi8a44iKNlGYz2ti3tKQEezHZMFkc+A0XBzD50CALVl9EJDDCYFcbi9ZegiRNDm5e6NyOw2hjbWkzajZ1Tj3zOJyr3oG+tIbRB76F/5H/Rk5px2PBmovx6DTnhXEZx6vBMmc5KAXS3UemvJ88vR+xkMG2aMPE7/dmKs2gSTSCsRyquwYpOoKvrY3ZDXXoUUi17yWVydM1GGX+GRKqpqYmdDodHR0dGNPaTTtlyvP4Y99EyaYmZCXP9DwDuhwm/xK+8vPd9Bf1xYaie0iDquOBE08AkEjnCUTSNFQ5cDtMWK152rqjXDP3MpY4zieVKUyxkAMtevuKlgsIZPzMbRX46HWL+MpH1nD+4snfymo3csvta5m7sJLm1sn1+6JDCAjUOqqmbLPEZgRUwvEsNfZKKvRWTtoMGCsaMZhdE5XmQEC7r5W6mhETY/hlB5JJYp6qnf96dxXVuQJ58kStWayyiln/+ius6+pXcn7DKv504ilOB7tfcdk9A4cpMTloKZ3u4vPngCgKU/TM4zCU1YFcQOeqxLbwwon3K4vyFJvlr58G+EoYd9CIhwNT3l9RvQiDpGfriedQ0gmsxSbXRGkrTjXKtUssKJkkke1/QgWMdXMRhL+6adfb+CtjaGhogiT39/cb3G73tOasj3/84/6nnnrq1BNPPHGiv7/fdOedd1YCrFu3Ln7s2DHb3r177StXroyvW7cufvz4cdu+ffvsy5cvn54I9hbj1c7ezcBs4FPAQ0DA6/Ue9Hq9/+n1eq/2er3/60VJysWXAwK1FSVs3qw1SV1wwXpeOjDA/S+0E01MNueYqyqZ88nbKb/wIiSdheWLZ5GKxwj3ddIbLUo0vC1khobIx2KUFivNY5E0RzvGiCRzrJ1Xyf6dvRze208ilmHv9m4MdQ5q7GYSkTAul1ZtlSQRj0FPDBVZmS41r/EUSXNWwFZsQhu11aJ3TVouBSIZjJKMKBixl5h48skniUQizJ7VilgokP7Ov5PpPErOZSObg+GaYmU8GkJuWkulFKXRGMHtMGHWi0h6UOLDFCo00mK2vUbSXGwGDKW0Y2QWFRylHkxGCUd5JangGKPBMJIkUmUTGbBU0HO6nd/s7uSm974HV+1s9j/2LZ578sEp2+2NDNJVrPJGh3o4uetPPPGLT/HQSwfJO5dTmR4FnRG9qwKds5JCZHRi3SOnA8iKysYVdWRzMuGgtm+xbB7J6pgSDa7kNAeNox1jXCJ3sWz3/aCqjAWSmC16UrEx7M5SbA4XZVV1U5oBQWsaap5bjq8ziEEn4rKb6IsO4jQ50OnmIqKyvq4MOZNEjocweOqospkYS2XpGIggjKXQ6UUuuLSZqtoSWlaqSMY06XAlg8c015VMWis0lDocWGVtur2mohmLzkiXSbt/5YNDzFm4EqPZik5voHXV5MNdURWO+X0sqZoPYe04GV5BngGgK/FQc+u3cK2/kcSpnQz8/NMk23Yzb/n5LG1pRuesQO+ufsVtjMNUOxfRaJkm0Ugc24JitGFuXEh2qAOdswLJ8uYsQCvdVkZDaSpbV6BDxpCJsGDZSnSuSpLtezjVE0JRYeGsSZmgXq+noaGBjo4OBgcHMZvN/NumT7EmlKDfZKBNLNAe6GJz53auaLmIb956FYIg8KWf7WQkmESyuRBNVlZaKjnhb+f4qI/eYhNgY5WDx9qeJ2MdQkiUcX3r33HQ59cisZun63rX1a/ApDOy+ayGwDNhNOm44YMruPiKSf1yf3SISpsHw1npi1aLGaNOqzQLgsBCLHSaDWSMZgwmF7l0GFVVyMQGkFWVMp0TQVUYlUtYHPNRZdQeM3p3FVVFm7qwrYDzTcQlf3jZjbjNTu7c/asJ7+izkSvkODR8glU1ixHFvy5RM1Q0AuBaf/2USPe55XOwV5SwZt7ftpPEOGmOhqZG9Zn0JpZXL2LvmA/FaMFcbEx+flh7Ti02DjD2xA8pxEPI1jJyI930R4f49JNf4djoK9tIvo3/vXjggQc8/f39+mAwKN11111VGzdunNLlvXfvXsvu3butuVxOsFqtisFgUMYryC0tLVmDwaA8//zzpevWrUuUlJQoLper8PLLL7vWrl07QZoLhQLpdFooFAqCqqqk02khl8u9aY3WK95JfD7fJsAFnAf8K/ACMAf4B+ARNBK9z+v1/ofX673S6/X+jzWsPhf6A5pmuLHGzUsvbsHjrsM7r4lIPIuiqMUEt0l4LlhP8x2fwGB2sXKJ1ngyfOzghETDPm9c19yOUS/hsBoIRDJs3tuP1aznI+9bRuOcUp588BiP3X+UgqwSN4rMcVkJhUK4XC6Uoo1cU5kNVRToKHaqn4kSmwGjQUJOy7jCgwiqgt89Z8oN2x9OYpTyE3q63/3ud1SUlWE7byN1SgZ9bhTkArlSG5WNCxmWNAKajIYZsbeSV0UqI4e5al0T72rWYXIDqKRKtKrWa600W+rqMCsSKUU7Hc2Cgqu8ApNBh92lbetkmxaUUeUyMSzauOu3D1DpsPCvt93EOz/7fUrrFnDHx/+e733vexPbbQ924TeDz5/g0z/4JQd3Po3eaOVIew8p+yxqskMYy+sRRAm9qwI5EUYpek0favdjNkpcvrYRs1Giu2gdF8/LWqXZNanFVDIpBscShGJZKnQ5BFVBp8qEohlq6p2E/YO4yzVyWFk/h9H/n73zjo+jvtP/e8r2XtS7rGLLRe4FY2JswISSkEBI4cIdhDQuuUvgLr8kF0jhcuntUrnkcqkkgRRCCM2m2oBxwb3IllWsLu1qe9+Z+f0x0spCcsUECHpeL71cdnZ2Zov2mef7fJ6n5xiqMtmPuezCWuK5PB6bEUGA4+E+WktbMRubEenFYZQLOb5GfxWlNjOqBn9+8iguBFavb8BiNbJjxw46uzqo1CI0a0fp6xilCoGcqh+/32XHNDbPW1c+h0ZPLQdtRhBEssE+ZIORtde8l4vf9o+YLROKWU+kn1gmzrziZrIBvcznVJ7mcQiSAc9F11Nx81eR7F6G/vA1hv/0TfJ9bVhPETU3dT8yllmLSLa/iKbpbEtJREge20W2fB6CKJEZaH/Z1gzQ7Rl5RcVUqQ8olpoUqqursTXrXv59RwaRRKGQHT6OhoYGYrEYR44coby8HMdQD55slkPl5Xxlyw/49vP/i9fi5p3zrqaiyM5dH7yATFbhMz96jo6+CAZ/JSVZBY/FxX0HHqRrQL/g6c0f5Fd7/kh1iYyiCBw5HuLFw0PMrvFgt0yNKjMbzFxYvYznju8gmT1ze99LkzPGYbVaMUkKoZhOTltiSVRBYPfgQYxmN5qmkM/GkdOjhJFRw/pFesLkR0pHsVj0i23Z6ac0r0+WKwJ4OfdlVJvRykdW/CND8QBf3vyDafOb9wwdIpPPsOJvZM04FWzNKyi5/lPYX2JpMhtNfOAfbsHrOn1e9asJ1xhpjr5EaQZYU7WUOApH65sQZSOReIaN++NEzGUkXvgTySPb8a2/kXxRPdmBY/zl0GMMxIf57tb/I5yOTtnfDP7+sWHDhtGbbrqp6ZJLLplfXl6euf322ycRqVgsJn32s5+tWbZs2cK1a9fOd7lc+Y985COFAb/W1taYw+HI19TUZAEWLVoU0zSNRYsWFQaG7rnnHt/ChQsXf/3rX6/ev3+/feHChYtvv/32Gl4mTnv53dbWprS1tW1ta2v78gkkejXwGeAJYDZwG/AXYOon6nWO3mH9Q11T7mX7jq3UVM6lpNxBOKaTq827+6a9n8niobLMitvtZvTgLrrGlGZ7QwOCJBVKTvxuC90DUZ7f18+bFlVgNhu47r1LsDtMtB8apm55BRlVpcZpJh6PQ0cnz1//HsJ79zF/zIe859jIlMcXBAGb04SaynPJonkYMwmOyKWo6lgxSF6hZzCGWcpht1sJBoM89NBDXL5gIZGiMubPrse/vI68JJMxGzBtbcOe0FWiWGSUvojK/mwVUvd2mqucLDeGsPjAWFRDQpOQZAMG45ktvQqShK+0krQmoGpgR8Fe7MVslDDb9ff4wYM6aS4qcnLkhd/TMxjk/121hNGnfoVFUVnxjs/y9rdfy2233cZnPvMZNE3j8FA7XY+2cc0PHmc4HOOd17yD+Zd8mEQiydD+F/EmhwsK0DgJHlebd7UNs6ChCKvZwOLmEg6N+ZXjmoRkdSG7imCM8KmZJHvHbncyVvCiZkhl85RXuhgdHsBbqhPMsprGQrHHiZjVVEReEhGzKuF0lFg2gSpUoyETTuzgaLCT7IgeS2gYU5oBBvojYJRYc3ED7e3tPPPMMzQ1NdFYV8Vi615MxVmq3RZSiSA2mxOn1YJkgJwAs8tbaC5uZMgkg8la8AQ3LlhB86ILJh3fviH9/TqvpJlcsA/BZEWyn/kXvamkloqbvoznTe8m0bYNLZ/FeobWjHFYGxajJMJkBnT7UvzQc6AqZMrnoSQi5CMj51Rq8lKM+5RHVDeCbGJZfSmiKGJrXgGqwr5DPTRUuTGbJo+EzJo1C0EQyOVylJeXE932IJLDx3uv+RxNvnoCyVH+afE7CpaE2jInn//AKjI5hdu+/TQdCRu5QC9vm3M5h0ba2d1/CGvJCL85dB8LS1u4rmkxogDP7O6jvTcyxZpxItbPupCskmPL8W1ndM7ZfJbB+AjV7qmk2WKxIAt5wrEMmqpQNtSPU5DZ3rcHo0V/D2SSQZxqhpTRSTao/06U3KXkcrkCaRZECau7mBJ0ou8RXl42cUtxE/+84h85GuzkU499ia5Q76TbX+jdhc1opaW46WU9zvmAIMnYGpe+bq0JFrsTWTYwsPWvDN77pUk/pU//AV82zzMGXczZuO04eUXF07ICLZfBNnslzmVXkndXEtPyPHt8B62lc0jkUnz/hZ+jai9jyWEGrzts3rx53+233z64adOmA7t27dr9ve99r8tms016E6xfvz726KOPHtyzZ8+uHTt27PnhD3/Y6XA4CtvcfffdnSemX9x11129e/bs2WU4wW9/4403Btva2nae+PPd73636+Ue/1l/gsdI9PNtbW1fAt4GvAvYjC4gnHKw8PWI/pEYoqDS3X6QRCJOc8NCzBYDkUQGs1Fi/7FAQYE5EUazB0FNMmvWLPr27qAzpCvNksmEtbaWWJvu/ytyWzjUNUo2rxayma12I9f/01IaW4rxjw2H2Yf0L6Lci7uJWSWCz7/A7CoPaBrHhqe/WtfMIqQVls9rpjQ5QEi28/Ajj6CqKhu3HSeezlNiieHx2fnd735HLpdjfmUdmijSaFHJ9B4k4bKj5CUMgQjveiyEQTaSiIzSN5LgoNiEloqS7NhNZrAHox1sc1eTSsSw2BxnNa1e3DQbNEhpAnZUjG4zZpOMyVSDKMt0HtWfr2C4j/btf+SqRfUsbignqYmoyTQGm5nv/PRnvP/97+eLX/wiN998M1/94Bd44WdPsWZ+M3/+yCVcMLeJotpFSAYjwU33YcrnMRbXAiC7ddKcCw3RH4gzGEyyqElXV5bPLSU0qr/GCdmKZHMhSAZkp37RomVS7D0awO+2IMT11SGbmicPuD0KqpIvKM1ltfqA10t9zQiQQUNN5dh7RCeFx2M2alwWZDHG4x3Pkg30IBjNyC4/JWP+ciwy81dVo6Hy8MMPU1payuWXXw7lc9AEEVd4F8fMIvGRQYq8JZgBrBJxSWKWt5bZRbPQBIGkQSYXnP4CEPQhwDJ7MX6rl2ygF6Ov4qzTCARJxnPhdVS+72t4L74BS13r6e90AvQ8Z6Fg0Ygf2IyhqBrVUXze/MwwQZqHwmlMZfXkew6QjwYxVTSiWP0cG8lPioQch8ViobJSvzgqtUCqax+upW/GZnHwH2/6KF+69JNTVM+mag8//H/r2bCqlm19Iloqhm20GJ/FzYHsU2jVu2jy1nHb6g9gMxmYVenmsa16SdHi5pOT5npPNXXuKjYd23JGZSB9sSE0TTup0iwLOUKxNLnQEEIuw0JnFbsG9iMadBvY6NB+ZAEkWwm5YB9RzYbbra80mU9IhjB4yijP6d99PvHlx6xdVLuCz6+7nbymcMfjX+P5Hv29kVfy7Ozby9LyBYU66BmcOwRBwOF0EU8kyEeDk35Ip1hr9HMsOcLhkQ4efq6TBQ1+Ki+8CueyKym68lYEQSDvqWS7y0JOU/jHhe/gHxdex57BgzzYdsb1DjOYwauOsyLNzc3Nlubm5kuam5v/s7m5+VkgBDwAzEW3a9x2/g/x1cVIKIFZzPKNz34cgHn1Ci889QgugqxbUo6qwXN7+qfcz2jxgJansbGeeDhEx5HDRDP6lbhzdjOxo+1oilKISaspddBQ6S7cv6zSxbvft5y+dBq7luf4j+8GoOSqS2mvttB+6EVMsoRNExhKZ1GVyVfrsWyerEEkk8yRGOiiOdGBIhvZd7SDhx5+hHs3HcFvE/CYUviLHfzyl7+kpbER06wWBDSK+3fpA4RuCzZ3BbHb30VnuQlDLEWwo52+kThJ32xEq5P4vqdQIl0A2OdcQCoePWNrxjhcs2djyqokVRGrqCJbBMxGGSFvx1lWwUBnB/l8nh99+04MZjt3XD6PvGQgpYpk0zlEk0RfIsvdd9/NJz/5SX72s58R6Bri41/5BD/5wr9T6TThlERkg5nSlqUcfXE7mqZhKijNutc7Hx5i12Hdt7doTMlbOqcEQVERNI2kbEOy6a+TwVsGgoCSTrDvWIAFDX5ykTAAJk0lDxhlnUT7xpRmu8uLzemZ4msOxTLkFA2rJLL/hUEksYhwRmNdTTGrq5bwXM9OoiPdGP1VCIKIkNeQ0gopm8wVlzczMjJCNptl2bJlGAwGNKMFS10rSy3HCSQyxIcHKPGUIKfSqCZQzBZkSabBV4eowYgEudBgoer3RCiqwqHho8wt0a1FuUDvGVkzTgZjcTXuC95eaGw7U0hWJ6bKJpJHd5ILD5HpbcMxbw0AmYF2QMA0TW372aLYM0aaR5O4ll9NPhak5+5/JfbiRgaKVqBoAi010yfDLFiwAI/Hg6lzG4JsxLHoEgCMkoFZ3ulXBu0WA7de28rVV10IwB/+uBljaDZ5OY5N8PD/LroVs6wTzNbGIhRVw2kzTqrEfikEQWD9rNV0hXvpCB0/7TkfD+sXTNORZovFglHUlebMUBcAyyoXks5nOBbXvfLBQT1a0OWpJxvoZSDvxOswFO4/DtlbRklct1J45VNHDZ4pGny1fPnST1HjruRbz/2E3+57gP3DbSRyKVZULjwvjzEDcJVUknWUUHnL16f8vOXtn8ViMHPPzocZDqW44oI6ZIcH/2U3F6qy80YrW912mjFT6Srj0llrWFG5iN/svZ/2YNere3IzmMEZ4pSkubm52dzc3Lyuubn5C83NzZvRSfJjwC1AHzpJbm1raytqa2t7e1tb23de+UP+22LxvAZWzPYxmpHwuly4rSle3HQfKwybMXX+geoSG5vHSHM2n+U3e//MF578NjuGdeVr7uxaAAb27aSzkNfchJpOs+1AO7tCOqmqmuWdotylBwc51NGHr7MdsUFX0JJjDVKhVIRMcJRSi4mMRaK/NzLpvkeCMWSLjKZBb2c3JUndDlS3aBlP7OwjGElTa00gCBJDwwNs3bqVqxe0MlxeQ6XdTPrgFpKyFdltxlNcxyAJnlhbhNXqIDLQB8faKCt2YZ97IYkj25HEIJpox+At05Vm+/Sk4mRwNDVhyaikNBGzpKFl45iNEiDgqa5mpLuLb37zm/QcPcjKq9+P3yaDbCSpicTTIJskeqIpBEHgS1/6Et/51Q/Y8PXr+dDNH4SxY7GOeSibGxcSjCQ4OBBB8uueadHiQDBayIWGeLFthFKflfKxBBKnzcicOh9SPj9GmvX5V9mtE+1oOEI0kWXBLC+5SBRrTTWCIJPXNCKjgyAIeIr0wUFBECiraZhUcgIwMFa9PbvRT7A9j0PWj6vebWNd/Woy+Qw74gMYxlIWnt54BDmRQ/RbMBllBgf019cSmHgPOeauxk2MCkuU+MggFZ5ShGAQZBWDTV9WN8smKgQDXZIKSp58ZKrVpyN0nFQ+zbziZn0YMRE+7RDgKwVrwxKyg8eIvrgRAFuLTjQz/e0Y/BWT4ujOFUaDhNdpZmg0gW32Cirf/03M5Q0EHvkfHEO7KBYj1DL1Qhlg9uzZ/OM7ryV5cAv2BWuRLGd+8Vg/V28bfPsiG/2HPWQ7W7i6/F2FSmuA1kZ9dWNxczGieGql/8Lq5ZgkI5uOnXwgcBw90X5kUaZsmrIRq9WKUVLI5FSi/d0giLQ2XIBZNrF98BCibEbNxoiqKmWeWrKBPoYUJ27b2IzCCaTZ4CljVjyFrGpUGc/fHLnH4uKzF3+MdXUX8MeDD/Ot53+CSTaxoGTOeXuMNzpc3mLCgcEpw4AAFoOZ9fUXcjh8AI9XY8W80inbHE10EZHgglE9G14QBD647AY8Fjffef5/SeZe0XjdGczgvOB0SnMI2AjcDPQCHwNa2traStva2q5va2v7fltb2/5X+BhfVXz4+uV8/Kb17D14lKqKJax+y/9jyTs+zeH8XJKj/SwtGeVgZ5DnO/fx749+kT8deoRwOsqjx3cAUFnmxOVzM7BvJ3sG9C/adO0sHt/wDn7Sm8DhM2NzmTgi5niye4KwJDq7ePaTdxK12GhprkWaPxebzcbxw3rkVsIqEdm3j4YSJ3mLzNG2yb/I2kbjWBz6FHxv7whlUg4BMBZVMJQtxWlIYZX6MZtsPPLIIwiCwGqDmUBJBfOMSbKDHRxPq4iSgNnmYyg+QpGjiNKly8kZRS7t3EiNEMcxf60epWRUkNy6yncuSrPR68EmmUiqIrIE+chIwTPqr6omMtDPZz/7WeouWMcFc/WJf0U0kVREYjkJt8NET3SiNMQztxiH302dp4qwbsVGNZkQTRIlJfMQBYG/HB4gpunKqiAIGNwlpEeH2XdshEUvWfpeMbcUIZMmYbAWSLPBUwKaRiSoq21zSsygqvhWrUSVzCjA8e4uXJ4iDMaJpeiymkbikVFi4YnozMGgTpovvKAWFAFHtgYB8FuNNPrqqLAX84JZw1hcRTScYtvmTpRkDsWktzgO9g1g0GSE/ok0F2vTchBlFli6ySUTVLmKUUJBZAlsronzm2VwcmQs4WA6i8b4lPu84iZy40OAp4mbe6VgbVgC6KkZpsrZGNzFoGlkBo6dF2vGOEq8VobGimoMnlJK3/NZ/FfeijkT5P+5/kJ22++nVeUBoi8+hqbkcC07dYbwSyE5vAhGCy2eND/4xKW8a8llbFjaPGmbOXU+5tb7ClauU8FqtLCqegnPHt9+0oSJcfRE+qlwliJNY2XQlWb9XIP9fRh85ZjNdhaWzmVH3x6MZjcAfXmFYtEEuRRDigunRSf1k+wZ3jIqM3m+0DFCseXsLqxPB4Nk4IPL/oGbF7+TTD7L0vL5U5JAZnDumLd8LbLByP0/+RrxyNRK+0XeZWhoVM8LIktTqcXO8AGKZCuNo6HC7IjdaONfVt7MSHKUn+z4zRlZiWYwg1cTpyPNJkABdgMvjv0ceYWP6TWHI0eOEAwGqKloobjcSVIx0a024CmtQel9DmP1Xr617Qeomsoda/+Vb775Tu66/LMAWIwqVbNrGNy3g50H2rj7iWf5r4NDDFTU8abhDr761sX86jMbWFTp5Z4DPWzp0QfKun/5K0bKdFWxdWkr4XAYu81KLBzE6S0iZRIJ7tpNjc8OosDB7skdNG3BGE3lbkD3ZduLyim1m9m6e4BoSuWCJheiCD6fh4ceeoi1q1ahWp3kJJmmkb1oQNSiK61Gi5eheIASux+nvxhFgLQk43/w52D0FBRXc81CgDGl+eyDVLzF5YUEjVxkZExphpLaWjRVxWAyserDn6A8q5PNiGInoplRESl2W+mNTigVR4Kd1HuqMUgGguEQWU3AakzhqLISM5WzsNrPpkP9hNITCr3sKaFtIEUqo0zxi66YW4oxlyZxgtJs8OjqcTYaosxnw6XphFUrqgDJCILA8NAw3pLJS96lNTq5Gzw+YdEYCCQQRYGmRh9JxyhKxo7PYkQWRQRB4CJfEz1mA8M2G0883IaiaiiqQE7VCGdyDA8P48ZKZiBW+OKRzDas9a0MjzV5VTtL0PIpTIKGxztBehusxYWs5mxwqoJ6YLiNGlcFTrOjkJzxainNxuIaJJsbJR4qWDOETAwlET4vyRnjKPFZGQxOXIQJgoBl3sV8JXYNI1IJ2cEOen7wzwz94euMPv1b4gefJTt8HDWTIrrzESz1i876ORIEAaO/kuxID0UeC++6tHmibXMMJoPEF95Zy4Lx/vTT4JL6C0nnM2wZu4g/GY6H+6e1ZsCEPQMgMBQoZL0vq2glnI6SG/Mmj2LAENU/m8OKi1wyiCiKOBwTvwsMXv13hQinbYI8FwiCwOWNa/n2FZ/j/Uvec973/0aGp7iMt9x0G+lknD//9Ouk4pNnabbtjqKFSuhVDpLJT47d7Qz10Jse4tKalYhAumcibm520SzeMfdKthzfztNdW/8WpzKDGZwzTkeaLwDuRB/wuwN4Hgg3Nzc/3Nzc/Mnm5uZVzc3Nf3fDfy/FM888A0Bd9Xz8xXZCsQwg4Fu6mHQ8QjXHcSRm8/XL72BecROaquC0+hElI2ajwqVL30QqEqYvprAjbaEyF+KmI88z5/knkEURWRT44KI65vqd/GLfcZ7cvp/Qzl0kVq1BFgVqXBZCoRBCPgOCwPL114Ag0Ne2n/KxgbCeSJJMWv9ii2Zy9MfTzCtz4bAaGIwqGEtqKbeZOLJ/iDm1XopEP6SqsNnN9PX1cdW8+QyXVbEosBPr/kcZUQxUzNaXi41mD0OJACU2P3aX/mX9cNkKhHSSQ1/8MsbqVcT7wVLdQC6bIZ/LnrXSDFA/dwmeQf2XrRIPF0hz/ez5CKLItbd9EpvHT0k+DMBQ2kZa0794K9wmotk8kUyOrJKjY7SbJp/e6j463E9SFfEIo1QZU5RmRri8pZTOgQj7Dk8slBg8JRwYNSOJAgsa/JyI8iI7Di1DQrYVvuzlscQNIRtnQaOfXFg/rtGcsTARm4zH8ZZMJk/+sipkg5GBrhNIczBBkdtCMB0kUNJJ1ihj1yaW3xfm7XiHK/njAzH27uhlUFNZUKsPo/VFEoxGQriwoWYUsoEJsmdrWU1XSCfz1Z4SNC2DBBhOSL5odFeRlETyBhO5l5DmrJLjcKBjws8c7NWHIN1n1+R2viAIApLdDYC1Uc+2lSNjTYDnITljHKVeG8FIilx+YlbgWG+YYNZEZuG1gK4MZ4Y6CT/7B4b/9E16f/xxur7+XpREGNfys1OZx2HwVxXU/OmQ7NhN793/Sujp357R/hp9dVS5ynmy49mTbpPIJgmmQpOaAE/EuD0DIBzPFIZnF5XPRRJEAmMxjXmzt7BSMSq66ThygObm5klKs+z0w5iX/ZUgzeMotRdhfQX3/0ZFSVU9V934r0RHR3jg/75BJq3/rkln82zcdpw5jqUkc0me6Xph0v0ePvokBkHmknmXI5ispHvbJt3+tjmXM7e4if/d+VsCiTd0CfEMXuM4XU7zeNTc5ehRcxcCX0JPyvg08Cw6id7Y3Nz8mebm5jWv+BG/CnjmmWdwOb3Mnt2MJImEYxnMlV38tPdhUh4L9SMiowfKiUTzhJ7+Hb13fwzQyabZqOK26uSvb88mFsZ34Xrul7Rne4gFhsmGdaXTIIl8eEk9TV47vxlO0ztvMUPeEmpdVnKZDKlUimR4mLKaBurmLAQgkovjioUQgaxVpuuYrvIcGdUHbZp9DkqteYbzDuxzLiDRlyCfVrjywjraD4/Q0jKHv/71QUwmE8tUjXp/mMt7HiHrLGN3ykxFrb4EnBRkckqOEnsRjjHSnDSbaLjtYyQ6O+n+3SZivWAqLiKV0D3a50Kai1atpKRMJ2dqOl4gzbV1s3nvb5/AufISDCkVm0lXUrvTHjKMDVKOFWr1RJMcCXSQU/PMLWlG0zRGh/pIYcKfDeDMClyVeIFL5+gE4eEHHyo8vsFdwqFsKc2VDqzmqXFYPilDUrYRjqZJJbMIDj1dw0SWBQ3+wms5EhUwoBPenCZNUZolSaakqp6BE5TmwWCCMp+N45E+ou4hFKtMNpCk73iIB+/by28fECjvaiWezFA8x0cfGpcuqEBTVZ54diubt2zmR7/7X/66+3GSJ/jbbU3LGBjLCC9zFyOOkR/JOuEnLXaX4c4pRExGcqOT7RlHg53klBzziseHAPsw+Mom5X3/LaFpKvmo/qWaDeixfVJkAESpEB94PlDitaJpMBKeuADZd0xfBVq0YgmCbMRUOovqW79P7b//iopbvkHxWz+Ge/Xbca++Dkv9wnN6XGNRFUoiXGhPnIRcmpEHfwBAdNdjhUzxU0EQBC6uu4Cjo130Rgam3aZn7P9PRprNZjMmSb94iKkWTCW60mw32mgpbmJfPMSoCjZHOdlgHznBgGCxk8/nWLJkyeTjESUMY0k158N/PoO/PSrqZ/PmG/6Z4GAfD/782+SyGZ7Z1UcileP6lSuo91Tz0JEnClFy0XSMZ7u3M8/RiN3swFzRRLp3crGJKIp8dOVNtBQ3kVVzr8ZpzWAGZ4QzTs84MWruBBJ9AfCfgAX4PPDkK3OYry6eeeYZaivnUVque/BCsTSyZ4RZnhre++5/g3yWOqmdLbt7iO15gtxoP7lAL0aLB7NRwW41U1JcxOC+JzDVW7n8PbcSTcc4XGej47mnC49jkkTea05TNNTHExdcTncsxSyPnfCYgpkMD2EvrmHlBav5799s5Bubt/KZ2/+Ngaf/SmfPXrZu2YOmabQFY5gkkSqHBW+2n37FRXcwyu5d/RhcRhKZLPmcSn2zl3vvvZeLVyyjyB+gLnGUzoZL2JGyUDqrBUnKIxvtBFI6CSux+7GNhfAX2RSKVy6n/pabycdiIIqYfL7Ckp3FdvZ+RXNpKfPuugtBNoCqYBL0X5420YrR5iCZFxGiOUwmjbQi06v4yWg6aZ5l0QlETzTFvqHDiILInKIG4pFRctkMI4YiTGoWVzxJlTRKtdeGp6iKJx96qvD4CVMRvYqPBRUTiyebNx3lW5/fyFc/8yj9I37ykoFv3/U4X7vjMb7zpS3kMGIkz/xZE0rzYCCL36MfVw4jLv9UMlJW00Bg4DjZjO41HQgkKfXbOB7uR5RMqLJIsj/O/37nWfa92EedK8j8xl0cmfcUm7qfIt75OJ/66M38+oZL+ddrr+BPf/oTm/dv5eO//hzXvf/d9PfrirFosjISjiPJBrx2J9qYxXPcYgIg2d3UpHP0S+oUpXn/UBuCINBSpEflZQO9GHyvjjUDIN1zCDUVBUkuRM/JkQGMRdWI59G/WuIbS9A4waJxoCNIVYkdj9eJpa6V5BE9A1k0mDCV1GKftwbv2vfgXfvus47jG8e4pSMXnKo2Ww8/jhIP4V33XtRUnPj+Z85onxfVLEcSRJ7sfG7a249H9Aulatf0PnVBEHDajAhoxFRzQWkG3aLxfDTIjyNxSp1l5IJ9BPEg5hNUVVVRUlIyZX/jbZrCjBL8ukXt7FYufecHGOxu56FffZeHtrRTU+pg3iw/VzStoy82yN5BnRhv6thCTs2z2K2vXJorm8mN9KCkE5P26bW4+dRF/0y5Y+p7ZgYzeK3gnJLWm5ubLcA64GrgLcAydPX5ZVcUvtbQ3d3N8ePHKS+ZTXGZTgTDsQyaKUGNp5LSqnoaW1dQKx2jc8cWlLiugqW69qFpRkxyHoenmPWXXErg0ACdo8dpmL+Maz/wKSQNHt98P/tf0K81NE1j6J7fcsXWjVS5rKgaNHhshEL60IWgZHhq62727NmD1W7nyHCA7913L3/56p3c/+V/4Z8+tIGrrrqKbYeP0ui1owy2Y8sMkdQs3Pfwi4SjGex1Lvb3hLDZjew7tJVQKMQ7akUkC/y+7jqyCy4nHByibs5CMqlRTBYvg3HdE1tiL8LmdKMBPotuBSm78s1UvfMd+FYsQ5Ckl6U0j2M80s2U0/cljNWEa5pGdjSFWVbI5kWi2EhKuo2iiCg+i5GeaIr9Q4dp9NZiNVgYHdJJYI9TX7o3jw5j9JjIayLFs1bSvvcQw8P6EOWBUZ10zfNMDE19+9vf4JEnf8b8xRVUGvTnQaxycNlbWygqdRDKuYmrbhKhlE6aDQYG+mNUVeuKfE4zElPtU86xrKYRTVUZ7u0kkcoRS2Yp81npjvRRbNdtJbPKXVx53Xw+fud6Vlqe5oJKH8kjYf7wxf/gyT99l127dtFy4cVc9fHPcOen72Df3c/whfd/mq37t3P99dfzzW9+k1gkTDgQwO0rRtOyZBzipOcYQLJ7qE3n6JPQWxEzE97w/UOHafDUYDVaUHMZ8uHhlxU393IR378FwWDCUjOP5NEdaJqGFB04r9YMOCGreWwYUFE1DnaOMm+sOttSt4B8NKDn1J5HGIr05zY7Mrn8Jtm+E1PfHtyrrsG18q0Yi2uJbP/rGQ1OOc0OFpfP55nubeSnGV7sifRjkc34rCcvq7FaLZgkhZjkQnJM+KmXViwo/L3cWUI20Edfxo6BNEuXLp3+HMfiHV9Je8YMzj96h2N8//d7+O69u/nuvbt55LARtWo9PUcPYB9+gisuqEUQBC6oWoLb7OShI4+TVxUea3+G+SWz8RvHEnuq5gAaqc69r+4JzeBVwZo1a+Zv2rTpddsefUakeSx6bn1zc/Ndzc3NW9BTNR4BPgUsBLage58vOvleXp/YvHkzALWV8ygZU5qD8TiqmKbUri/Pr7z07YiCRlP8BZCNSA4vqe79dLUdwSBrOLw+3vKWtxAfjbFl42ZUTaWoqo5FYgk22cljTz1Lx+G9hHa+SKytjVnXvoWPr2jkxvnVzC9yjZFmDbfbxy9//Rs2bNjAb37+Ez734et45Ib38JPHt3LFf/2IdWtu5Mknn+KHN76Fow/9nsjORzGMRdRtH3TTXO2mrMJBfzJDSZWR//7KXfjtJlbWFHHIvJKj7mYsYV3hqmqYSyY1itHiZTgRQBAEiqxeRFEiixm7YWJpuPo972L2Jz8BUCDN1rOMnDsR46UhhpxuMxEUnRgo6jApZRiLkIGs/n8jWjkGMqRG+6lyWuiOJGgPdTOvRE/YGB3uQxVEjpbplchuMYToMJJRJBY1l6JpGj/6398AsLcng01IUyHpy/D33Xcff/zr3Tz29D0Ek7uZK+vKSVsyw7LVtbznAyvIIGIRk/z0v59lS4eBhK+OTDpPXZ1OLNS8ga7+qUvtpdU6yRvoPsrAWHJGqc9GT7gPj1VX/K65ooUlq2qQlSRqKkbS5ObZ7z5Kvd/O/ff8mM7OTv75v75J9bqrmFVcg9lt46Mf+mceuv2XLFu8lNtvv53lK5Yz1NFOUVEZSjaF6NA98CfaMySbm5pUjpExO0xuVL/QSOXStI92TfiZRwcA7VUbAtSUHInDz2FrWo6taTn58DDJ9p2IufR5HQIE8LksyJJQIM2d/RFSmTxzx0pNxkl6pv/oSfdxLpCdfgSDuWA9AVBScUb++iMUux/PmusRBAHX8ivJjfSQ7j6z8KKL6y4gko6ye+DAlNt6IvoQ4KnUcZOgYhKypF21k7bzW73Ue3QbV6nZhRINMJB34nMaqKurm3Zf40rzjD3j9YXhUIodh4Ym/wz76ZPmUir2s6ROX12TJZkNDW9i9+BB/nTwYUZTYd7ceHFhP+bqFiSnn+jOR16tU5nBaxBPPfWU47rrrms+/ZZnhjvvvLNy9erVCxYuXLjowgsvnP+1r32tkIPY2dlpXLNmzfxz2e/pcpo/39zc/AwQRs9n/g9gKfACcBdwMeBua2tb39bW9p9tbW0nnzZ5neKZZ57BYXdS7KsukOZIVleTx0mzy1dMQ+sFNBhGCdpqsdYvJHFsN8FBPVZH0FJcd911VNZVsee+rQxEdWXT2zwHU0JGky08vfGvdP/6HsylJRSvX4fNILOmyo8kCgQCIwhKjoG4Ql9fHx/84AcprdZJQlLIMdfnprx1GSvXv4f/+vEDFM+ez/c/9ymu+te7GIroSpiCzLq5Jka2PccDP/wPbvrwpWzesYf3b1hFeJ9G/+zlWGSRVOc+bE43bn8J2XQYk8XHYDyA3+JBlmSCkTQp1YJJmz5Tc5w0m1+G0iyPf6lmdFuIpoxXf3eTNg1iUePIioaoqcRzEiYhTWdnO1UOCyPJLJomMn+M6I0O95NxVZIy28lbPHikUQxSinQKVpTEsbqK+L9f/Y68orLraIDZ1hBqeIijR4/yvve9j8qyZhYuWMaHP/xhgmODexlN5WDXKO29YWKaiEVIseqCMjoTdrba9frpWbPGGuMUmeNt3VPO0WSx4i2pYKC7vZDR7HXJDCUCmA1FCIDPoivfuUAPmqZx2zf/j3g4yrfesZRMaAvbendTYjWSFQ3YNBuy04S5wkm5p4T//vTXuO++++gfGiE60EOdtxQtk8Ls1BVUyTrx+ogGE2WCkehYBem4ReNwoB1FU0/wM7+6cXPJY7tRU3Hsc9dgbVgMQOiZe4Hz0wR4IiRRoMg9ETt3oEP/HI2TZmNJLYgy6fNMmgVBxOivnDQMGNz4fyiJMIn5V+vWJcA290JEq5PItr+e0X4Xlc3FZXZOsWhomsbxSP9J/cz6NipSpB+jpBKXpmYrX1S7AofJji+tD/EOKy4Wzq0/KQk3Vc5GtNgL5HkGrw8sbi7m/+64jJ9/dsOkn4998O0AxEYnrF2XzlqDQZS578BfKbH5WTwmWoDua3ct2UC6ez/ZkdMX78xgBueC97znPSOPPvro/t27d+/67W9/e/ixxx7z/elPf3K/3P2eTmm+A1gJ7EQfALwUnSS/qa2t7XNtbW1Pt7W1ZU+5h9c5DAYDF6y4FIfTgt1hIpdXSWq6b7dkjDQDrJjfgknUOBxIo/lrEPIZSscGXrR8HEmS+Ni/30akO8iv7vs1AM7ZTSTHJstD8QwDw71UvfN6RHlyIMnw4CAoGR59eivl5eVcddVVuP2lmMxW4hYJW4eeAuioddOXtXDNf/2Q7915G0cGw3z5hz/lyNbf0f38T7np3Vfxf5/6EAOH9/Dh9/0Tj/3rpXz4LW9FU6Hf7qHObaO3/SBVDXPJZaOgqZgsXobiI4Vz7RuJ68N3YyrwS5GKR5ENxkm5xGcL41iBhxAeQBDAlNNYX1tEqSWGZh3GmI8jCjIled22YhczdA0MUuW0ogFmQwmN48kZQ30knFWISh5bWS1lxn4k8mTjCrKoUbuokeNtO/jOPVsJxzLM82eJDvdy3XXXIUsy77jyE3z9q99HliXu+uXDqPkcsllm24FB9rYHCKs2BAFWL5JZq2yjWI7jK7Lh9ZmQyaIoBhKHD097nmU1DQweb2cgoD+XeaP+vhIEO16LEcNY1ml2pIc/vNjN/Y9s4p/eejXzyj3UpvN8/dm7ebFTv07VZCcGpwlTkQ3RKGGIaLz5skt4z9d/yAU3vJ+bVr4VIZfG7rAhWuxT2viMNjcOow0VyI4lIOwfakMWZZr9+gVaNtALgojBd3KC9UoifmAzosWBpb4V2VWEsbiG7OAxNFHGWFR13h9Pz2rWL2gOdAQp9Vnxu3V1VJSNmEpqyPS3n2oX5wRDUSXZEZ00J45sJ77vKdyr347imiCZomzEuegykkd3kAvpxTbJ9p2FVYKXQhIlLqpZzov9+4ikJ6LCwuko8WzipHFzAPEDW5BTYQyyRig+9df9mxsv5odXfRE1pIsEQ6qL5YtOXipiKqml9rafF1aUZvD6hq+0EkEQCA5MrI44zQ7W1CwHYEPjmxDFyVTD0boeQTIQ3TGjNr8RsWfPHtsll1wyd/HixQs/+tGP1qZSqUlX2Kqq8ulPf7pq+fLlrYsWLVq4YcOGln379pk7OjqMixYtWqgous3sYx/7WM3y5ctbx+9366231n3ve98rBpg9e3bGbrcX4o8EQdC6urrOnZiM4XRxcW8GtrS1tSVOs93fLb7//e/zP998BqtNV/0i8QyiWVefSuwTv/TznbvJCxKxTIgnnt3McqC5uoEBdT8iuir74Zs/yOe+8Dl+9I0f8In33YZj9mySz+iDgJrBTn+lE9+a1ZMeX9M0YokE0UiYp57ezJ133ok8RqrLahsZSuxD2LMb46oq/M0+unuCFKsib60SqPp/N/DZ3z7J7ud+gyAIzG+uZ82b/xnntVfwEX8Q+an/JXJkgGxFBYPpPC2uHIFUQrdmJHU13WjxMhwPsGTMu9g/EietWcil+gqtTicilYhhsTnOeRAKwDBGgHKhQczGRrJZlRtbqkil6ggEjiFqCohmyrJBBgw+/GaVUDKNS9HJZ7mzGYNk0JMzBvsIt6ygMtyDpaqeTIde95uPa+CAWYu8HHwqx2/u/TNlTRewoNLEHV/7C3v3HuF/fvArBtpdzJ7TyI++8WXe9b4PI/36btZf8yFe2D+I321htt0P+aNkA72Ywv1csrScho+8m5H+bgzkyGPC2N+FoqhILwn8L6tp5MC2p+nuHcHtMDE01tqYVoyU2CY+2217d/KFh/aydu1arl/ZApnD+NNprm96G0/sPQRFs8ibdKVZEAXM5Q5yIxFe3LODfFkTH//3xbQ80U++9yA2swlRnaoWSnY31UqSkEHCOmYN2D/URrO/HpNsREnGiO9/BoO/8rwO3J0p1EyK5JHtOBZcXCD81oYlZIe7UZwlZ13JfSYo8Vl5ft8Aqqqx/1iQ5XMnDyiZyhuJ7XsKTVXOOU1EzaaIH3gW2e7BWDYL2e7G6K8ivvcpcqODBB76EcbiGjwXXkfn7skeUOeSDYSf/xORHQ/jWX0tg7/7EqLZRuk7P4W5cvaUx7q47gL+0raJzd3buKpZr/ceHwI8GWnW8jlCT/0Gq60EUypDfyhFKJbG45iIkRMEAaNsZKT3KKomEFAclPlft5bFGZwlZIMRt7+UwMBk1fjtLW9G1TTW1a+ech/J5sI2dzWxfU/jvfiGQtX2DM4/du3a5Tt48OAreoXa0tISWLRo0RkPeDzyyCO+n/70p0dsNpv6vve9r/HrX/962R133NG/du3aNoCNGzc6d+/ebX/00Uf3u1wu5fDhw2a3262Ul5fnrFarsmvXLuvSpUuTe/fudZjNZvXgwYPmlpaW9J49e+y33HLL4PjjfOMb3yj9xS9+UZZOp8WSkpLsddddNwpQV1eX3bx5875zOdfTRc49+kYmzACqojIyFJ80BCiYklgkK1aDrjppSp5E21ZM9UtIayYCgWFUqxsh2IuGiEHKkc/nsZosrH7POroOd/Dggw+iWC1kTSb8oQgIAgmLnfb92yc9fjQSRtNgzwE9xeCWW24p3FZa3UBKUgkdPkSZ1UhHLEjeZiB9LER4YBB8FfzrP13Ltm3beOCe/+X916xhXkUrksFAoq8dwWAicuAYgQWL0eAEP3ML2ZROmjWDjUgmVrCi9I7EyUs28tkM2fRUi0YqHn1Z1gwA41j+cT4ygskok87qQ4ezXA241LF6PwTKkrr3uNytf4F379mCpmVxmHXPbTwySkI0kHD6acz1F0oZNA1I6J7omtpiXG43Qx3bqC1z8sSuA/x26xE+9Yl/Z/7cVQB4vFbesm4171xay577fka07wADwQQHOgK4yscI/mg/uUgUg1snpMHBPgxClpzJSVliiN6Rqcr8uK+5dzBMmc9Gd6QPk2wilFIotuqkOZfL8aH/+hGyJPOLX/wCZ3aErGACTeMKdwPr/HNBU0kYTTzU9zSZfBZLhRMpofH8cf01XNtYg6QIqPkMoqBOSs4Yh2T3UJ1MM2KQSAx3EcvE6Qr3Mre4GU3JM/Snb5CPBSm68sPn+Kq+PCSObEPLZ7HPm0i1tDbqcWZ55yuzzF/itRJNZDnaEyKWzDJvzJoxDlN5I1o2PW2L4plAzWUYvPfLBB76IYP3/hfHv/M+uv/7AyQO6wUPw3/5LkoqRtHVH0WQpkYgyg4vtjmriO15guTRnYAGosjArz9fSBY5EZWuMhq9tTzZ8VxhgLAnoivTJ7NnRHY+Qj4yjHf2Urwm/fO+58jUqnWAQMchwpoNj9uGQT6nGfMZvE7hL6siMDB5eLXY7ufWFTcWvidfCtfSK9ByaWJ7/y5Dt2ZwClx//fXD1dXVOZ/Pp3zgAx8Y2LRp06S2JoPBoKVSKenw4cNmTdNoaWlJl5eX5wBaW1vjzz//vGNgYEAGWLt2bejZZ591dHR0GJPJpNTa2logJrfffvvgrl27dv3mN785ePnllwddLtf0Na5ngb/7YpKXi2AggZJXC37mUCyNYE7it0xcuKW69qGm4pQsXke0twIx3oOr2UP8wBYEXyNmQ55MJoMsy2x42xU8f8+TfP7zn2f+fN2HXtTTS9xhQ3OW8MLG+2mYvxxpTE1u27+bfD7PM8++wFVXXUVl5cQQ1nizXExSsKe66c7rZNMSTrAntZhYro3Zi1ezbNkyRiqK6drzDE5xmLipAaGzE8HsA7Wf4ap6JAGynXvwlVZhdbgIDY6CIBJS9Ni3Ypt+vv0jCSwON8R0UmqyWCc9X6lEDOvLJM2yUyfoSjyExSiTyerv83JLFY6xCE9By1OW1L+8S71W8qN5ju55HmWunbymDyaNDvUR8+hEuVmKYCzS/z+mOkHLIgAWRWDd5evZ+NeNrG6A973nx6yo9fMf//IBNm9PYjBKWGwGEt1hPnPFAjYNC9z31U+x4rqvYbQ4qaqrgeOQDfSDqmL0uPXHHu7DKORQzD78uQjH2vqoKZ08HOnyFWOxOxmOZFlWbaUn0k+lo5pAXqF4TGm+66672NXRz48/+X4qykpJqSEGfYupHN1JpqeNbCSPxZZl1CTzTN/TbH5kF++vvA4z0GsupVzMYBNUQkho+QxaPoVknVpMItncVB6LsN0i0xgJcHD4CBoa84qbCW76OemufRRd/RHMFU0v67U9V8QPbEZ2FWGqnJgTMZU34lxyOVHTK2MXKfXq6tfjO3QyMG/WZLFmYhiwvfDeOlNoSo6hP3yddPcB/FfeisFbRmbgGNmBY4Xih0zvYTwXvRNT6fQDdQCuZVeSOLCF6K7HEE1WKm/5JoP3/heD932Foqs/gmPe5NnstXUX8OOd93Bs4BD+nmOIx7dTJltxmqd+ZpV0gvCzv8dS14qrqhH77jbsFpldR0ZYu2SyHSaRSKCFBwkIPsp8U9NiZvD3DV9ZFUf3biOTSk75TjgZTGWzMFU0Ed35CM5lVyAIMxdarwQWLVoUPBsV+G+B8vLygs+ruro6Mzo6Omn5ct26dbHDhw8P33XXXdUjIyPGCy+8MPy5z32ux+VyqcuWLYs99dRT7tLS0mxra2ts5cqVsT//+c9ek8mkzp8/Py5Jk1f9RFFk8eLFqSeffNL1la98pfyLX/ziydujzgAz79LTYHgs+WCCNOtKc6ljws8cP/gsosmKtX4hyy9YzfZYCzFXA1o2hSEtYDYqpNN6isUsfw1Nb13Izp07+dOf/gSANZ5gVk0tWYxEwkEObJ/Ibu5qP8z+/fsZDYX40Ic+NOnYSirr9MGh5R6cqq52GclyUe1WurNO8rkstbN1u4/bX46KCbcrTLXNgC3SR3okiam4mCGjjUqHhZGuI1Q3zgUgmxrFaHYznBgfetQJQ99wHI9X/3s8MrW5KZWIvWylWZANCLIRJR3HZJRIZXR1OZcVsMd1VVlT0/hzEW67oo41c5yUyzmy0SimXISRpIqqaQR6uoh6arCnY5QYNQy+clRBIqR4UUtrMSBhymmsumQ18ViUW2++FrvNxrffuQxiQcKjKZw2icievSiJCFajzLs/+zXi4VGObf4fBAEa6nWVMx/WCbzB7QZ0pdlmlsgZ9OMd3j11JUgQBIoqG4hnRUp9No6H+/DbdZJfbDXx3HPP8cUvfpG3LazmHde+jdGeLmRBheJGjMXVpHoPMzIygltTCZpE/t/6W5FEia8c+jG9FkhZ7FxUV0b7YAcAqqSipqLTKs2y3Y0xk0JxepGUPEe7d2OSTZT2tBPd8RCuFVfjWHDxlPudLTQlz+hT99D97fcR2vL70xZ0aKpCdNcmUh17sM+9cNIXqyBK+C9/P4qz9BR7OHeMZzVv3tWHz2UuxNCNw+ArRzRZSfed3TCgpioM3/8dUsdexH/FB3EuXI+lugX3iqspvuZjVP3z9xFkI7a5F+K+8LpT7stc0YSxrIHMwDHMNfOQHR7K/+HzmKvmMPLn7xDZ9uCk7Vc4KrkmkED7xecY3fQzZh85wEfbuhm87yskj+5EOyGSLvL8n1BTcbzr/gGLxYIgQHOVnd1HhqdE3e3e9SI2LcWQ4qbMP7PU/kaDv1S/iAoM9pxmy8lwLb2C3OgAqY49r8RhzeA1iv7+/gJJ7unpMXq93inDErfeeuvwQw89dOjBBx880NPTY/7ud79bCrB69erYvn377Nu2bXMsW7Ystnr16tj+/fvt27dvdyxZsmSaVigdiqIIvb29L9vTPEOaT4PBgSiiKOAv1r8IgtEEgjFNZWHIL0ey7QWszcsRZAOrF5QjiQLPDesk2xhPYzJMkOZadyU1axqpqK7kRz/6ETabjfmf+Dfmr7kQTdNwVjSx44kHyGUzqKrK8NAgW7dupaamhssuu2zSsRmMJuqaS/HMceAL6kkT1VICV0ma6ooeEGQqZ81B0zQOP3eEnFJMJnQM95N/RtIUov0xit9yFcM5KBUyqEqeqgadNGdSwbEhQN0CUWz3k8urDI0mCoUF8UhoyvOVSsReVtzcOESzDS2XxmKaUJoT6RyOlP5ZG/uDhe48Tq+fEjmHKkBpKkFGUQkkM/QfPkDcXcms+HFkqxNBlAjWbeBAaj55XwWmvIYpq9G8vAWLxUI4HOZXv/g5xQ4LufAQ4dEk8mg/HT/5KUoiAoLI7NaFrP/Axzm2fwtF2V1Ynfq5qsmxFj6Xk2Aqw+hwH067mWQeFFEie2x6YmXyzwIEevZsouZQiPxRXRDY9+i9XPf2aygv9nPHla0Yi6oIdOn7cFTUY66cTbqvjXwuh18RCBkFmoua+NqG/+Ca+Zezy6kgqypZsYdjg50AGB0m1FR8UtzcOMZzm+1ePRljsPcAaww+Rh/9KZb6Vrzr3vvyXlAgG+yn/+efJvzsH5DsHkJP/4beH/0L8QObp5AwTdNItu+k9ye3E3joh7qqvOzcqqnPFeMkOZ7KMbfeN8WnLwgipvKGs4qd0zSVkQd/QOLw8/guvQnnokunbCMIIgZ/JWoqfkbqm33ualAVZIeegyuarJS+6z+wNq8guPH/GH3qHlLd+3UryE/+nWWRFPvsZopu+jL/XVtMX20zmb423SLy3Q8x+uSvSfe3E9n2V+zzLsJUWo/Vqj8X9SUmRqMZjg9OfDflcjnaXnwBCY2etJ1S3wxpfqPBX6avtLzUonE62OasRLK5ie54+JU4rBm8RnHfffcV9fT0GILBoPTjH/+4bP369ZPIxLZt26xbt261ZbNZwWazqUajUR1XkJuamjJGo1HduHGjb/Xq1XGXy6V6PJ785s2bPatWrYoBKIrCT37yE//o6KikqiovvPCC9Y9//GPRihUrTkqqzxQz9ozTYGQghr/YjizrL9hAbARBgEqnThyTHbtRM0nsc/RhB5fdxOLZxTy+L8SbSqtRI1FMXguppO5prXVXIsoSb3v/O/jeHd+ir68P34c+hKZp2O12TA47gd7D7Hl2IxV1zfQNBmhvb+eLX/wiL112iIe7KC7NEQ3lsD28D/GGi2kYPYZs02hqTrAj7KPt+aNkfnc3O7L1qE4fitRDtS0DMXD/++fJlVSjPN+GJdxLTpYpr9OX3zOpUVxFLQzFR7AZrdiNNnqGYqgaVFaWcHC7MEVpzmUz5HPZl1VsMg7J7tbtGQaNxJinOZXO48wIxI0CXS4jpWTIBINYKxqIGCVGZRHHYA94l9ITTdGZyqPKJhqS7YilY37m2gWM7hgiY08iB7KYrAaSZPjiF7+I3W7n0jdfSdfB35ELDREeNVAcHSETHSEfDyPZXDiNBlre8m6kjn387Pt3saDOyVWaBjndRvV4SubZzYdoDAXx1NjYP5Ij5a/ANnwcVdUQxcnEy1TUABzCKMRQFI00ZtA07vvlzxkYGuFjN7yZrYqXwacfx50K49cEimrrMdli8OKjOI1JXDmRfRaBkWSGUruZi/yL+Lyrj8aowi93/paKnI+5XIbBaYI8J/U0AxR7q4AX8AaHubB3EIO7iOJrbntZtdmaphHbtZHgpp8hyAaKr/037LNXkereT3Djzxi+/9uYtj+E79KbMFc0kRnoIPjEL0h37UP2lFJ87b9ha175soZLzwVOmxGzUSKdVab4mcdhKmsg/Pz9qLkMouHUIoamaQQf+QnxfU/hedO7cS2/6qTbGv2VpI4fPKPjFAT9tckMT0QbirKRkrffTuDh/yH87B8IP/sHRKsT94XX0V89i99u+yla6Cj9MijLrqC6ZgXJozuJ7t5E+Pn79eIUVcHzpncDYLHovtQqv/5Yu46MUDM25/HCCy9gTIcBPTljre/Mludn8PcDm9ON2WonOHB2EXKCZMCx6BLCW/5ALjRYKL6Zwd83NmzYMHrTTTc1BYNBw+rVq8O33377wIm3x2Ix6atf/WrV4OCgyWAwqMuWLYt+5CMfKQz4tba2xg4ePGivqanJAixatCjW09NjXrRoUaHC9YknnvD88Ic/rMzn84LX681dd911wx/60IeGX+6xz5Dm02D+4gpOFHtGkgEwTCRnJA49h2ixY6mbaMZ606JKth8cIjm7AUPHM1BTRSqhK4hOswOPxUX9RbPweDz88Y9/5Atf+AKCINDU1MSePXuoa27lxWceIjo6zPM79yBJEjfffPOk48qkRjm262eIspW2/QFmZRN8VBzG3PEY4oqrSWf3MmeezKO/38mqRJrRkgZmNVgZ6tiNx5ImmbQwbHCSG9Xjp3KduymraUI2GFGVLPlsXFeaAwcptU3EzQFUlrjodrimkObxCu2Xa88AkB1+soOdeMU4o1n9CzuZyeFU8yRkmTaXkVIhS2YkgOxcQbvFyLBRwts9gAB0hxMMOUoQVJWa0BEkq+4fNxhFLFYDKdmBIatgzsmEkmE+/vGPTzy2u5R4YIRspgxLNoqayZAbDSBZXThMMom8yu/uvZcb3/tePnbb7WxbXsedV7YiGUUOJRVSeZW8wYLP60bTwqj1zRRv3URfX5Cqqsm+2EhaJyEVly7h923HubhxFSOdfTz+/B7e8Y538L7LF9PZ0cZATwee/CAJQeDIxl9ywZr1ABQJCXxxEZwwmEhTajfz5N795OQi5kfSrFx6A0+PxacbXQYInpo011j9JAWBteEkGM2UvOOTSJZz96gqiQgjf/0hyaPbsdQtoOiqjyA7dQJqqZlHxc1fIb7vaUaf/DX9P/sUpvJGMv1HES0OfJfdjHPxZdMOwf0tIAgCJV4r3YOxQj7zS2EqbwRNJTvUOW1ixTg0TWP0iV8QffFRXKuuwb362lM+trGoivj+Z1AzSUTTqUloqnsfotlGpucw2UBvoXxGECX8V3wIY0ktgmzAPncNosGEW1Mp2n8/fz78GKAnZwiSjG32CmyzVxDb9xQjD3wXY9ksDG7d/z5Omo1ClooiO7uODPPWi+rZsmUL27ZtY3WxE/pgWHHOKM1vQAiCMO0w4JnAuXgD4ef+RHTnI/gu+afzf3AzeE1hPLXi9ttvHzzZNuvXr4+tX7/+pKrB3Xff3Xniv++6667eu+66q+BVliSJe+655/yG6I9hxp5xGsxdVE5L68SgUTijryKUOopRcxkSR7bpKtgJkVcr5pZiNkrsSfhBySMn0mRTE6sPte5KhoPDrF+/noMHD7Jx40YAmpqaUBSFstnLyGbS7N76JNt37uLCCy+ktHTiClzJp2nf9X9omkL1nHeTz2skHUaEzY8iyQaCuOhoi+N0ZSibHaXnwpvI5qF19Vz8ZVXIoz0M20rZffR5dnfsxSHkifcdo6qxBYDM2LGOZzQX28eHAMci3Yrs2J3eqaT5PLQBjmO8+KCEYMHTnEzncYkpVKOJdpsRo8dNNjiKaHHQbjOhuS2YjUacaopjvQNEvbWU5GOY1CySZYLIe/w24qoRY05F0CDykipkg6eY8Fh2sjmv/5kJhpDsLhxGGQ3QDCb+8Ic/8MlPfpJ7tnVy88+fJWSV6UvoHt2cyU5xkU60bLNnI6LRuW2yb0/N5WjfeRAzCqH+o3jMLkIphV33/JhMRle/PbkwS+qr+adPfQu70UQAN33HDvHgfT8jK5koM2RxR/XpyMF4Gk3T2B3KYcylqE6ozFar+GCjXj5gcOjkc1rSPGbPcOfyhExGNKD4rR9/We1/6b4j9P74NlIdu/FdehOl776jQJjHIYgSjtZ1VH34e7hXX4uSjOBadQ3Vt34f17IrXzXCPI4yvw2nzUhVyfQXgqbyRoDT+poTh7cS2foAziWX4734H06rmhvGssqzgVPPrGiqQqr7ANaGpSDKU5IIBEHAtfTNOBdeUlDCRUHkTXWrSOf192rVS9JHUl37QZTIDnUV6rxFUcRsNpNKpVjUXMT+Y0EefWwT27ZtY8GCBcwqcpCTbSQ1M2UzpPkNCV9pFcGhPlTl7AIKZIcXW/MKYnueoKdtD7nsqeccZjCDVxMzpPksEVfCiJoBh9FG6tgutGwaW8sFk7Yxm2RWzi/joWNGQECOpsllwoXba9yVxMMxli5dSkVFBXfeeSd9fX2Ul5djs9kYGArQ3LqS3Ud6SSaT3HDDDYX7appK5957SCeGqW99L76yJqwON9ZyE2bTcQwldRzZ/DjJ7hRS0EzjrG6GBo5hMstUVGrUN5gx51NErS5CUjl9OSel9OL2GSb5mQFks5uRRLCgqvcOx3HbTdgtBuxu7xRPc3JMaT4f9ozxrGaPEix4mpPpPE4xiVk2E5cl8DjJBoNomkaHxUiTaGHWvCVIo710pVXSdj9zXDrpEq0TRN7rsxJNqhjyuo829hLyL7tLCEd0ImqTdcKeHQ0j2dw4Tfr+Ytk8oijypS99ia/fsJbt3QE+8NeNRPr05UnF6qG4WCeIntmNaEB4n37hrOZyDD7yGDs/9BG623pwZ8LM+tVmmvDQduQIW//8Oz7wgQ/Q0NCgK4dF1WjZFFY1QdDewtU33UY8FiGg2XBlQ5hVcIgiA/E0Xce7CNpKqNHiui2oL0pmJKw/p3Z57LmYhjRbHSCIKPEw2SWXcHz5euxNS8/59cuFhxm890sIBhMVN38F1/KrTunPFU0WvGvfQ/U//xDfuve+ZnJbb7yihf+4aflJSa7s8CA5/af1Ncd2P47s9OPb8L4zspmMJ2akOnafcrtM/1G0TBJr0zJMZfVkxpI3Toe1dXqcYrHNh9lgnnRbPjSIqawB0Wgm8Nj/FvzmFouFVCpFa6OfbE5hy86jLF26lEsuuYRcsI+YwYfDasRmeXUvdGbw6sBfVoWSzxEODp31fV3LriCcSPHnn32b/s4jr8DRzWAG5wczpPkskRGi2AQXgiDoqRlWJ5aaeVO2W7u4kmBKJOeqRI6mUHIT/vNadyXmrAGz2cwXvvAFXnjhBSorK2lqauIvf/kLf/jDHyhvWc72Q8fx+/1s2LAB0Alz94H7iAQOUT37rTh9TQiCwBy3kVnmCIII8Y5OQpkYVTVNzLv200hGN4sWHGbVyqMc3vpNjOkhBEDz1TOYM5PCRJESYM4CF7nkYTRNLWQ0J5BQNJUSm59EKsfz+waYXasv49tdutJ84gDXuNJsOQ9Ks6m0HgCnMkoqO640Z3AKaRxj5CtulcgEAnSEjpMSoSGr0rRwFaboENkxhXKhV58YPLE22uOzEY1kMMn6knM6OtGQBmDwlBLP6UvilUvH0kQiSSSrC6dRJ57RTL6w/fVvWswvb1pDLJ3hgdv+kf4925B9ZTjHYuOygkzY7kfoOsrgY5t48daPcuyHd2PyeUmU1FA3tx4hl2feX46y+affxWgyceedd6JEA2jZFMaiKnLjdbOeSspqGlh99Y0ERQfGbAy0BKUWI4OJDI8fOAKixHyfHUulk3RflFxYf10ks24FmU5pFkQJyepESYRZu/ZmLr701rN/0cagZlIM3vslUPKUvus/CvnYr0dUlThoqZvemjEOc3nDKZsB8/Ewqc492OdddMaxWrLTj6V+IdEXN6Ip+ZNul+rYCwhYaudhqmgiM3DslNuPo9jm44LqpSwunz/lNiUZQXb68K59D+mufSQO6dXbVquVWCxGT9t2BDRsRY1cdNFFCIJANtjHiOqizD/jZ36j4lyHAUGvVo+MRWF6imfq1Wfw2sUMaT4LZHMKqjGB0+hBzaZJtu/EPnvVtENSCxuLcNtNHFPKkRMZtFykcFutuxJr1oTJaeHmm29m9+7dfPOb32TOnDls2bKFX/7yl8xbsIjDRztYuXIlPp8PTdPoOfxngv07KJt1KUVVF6BpKsHHf05JqJ2BvEx0CAzGLAYBFlz7bmSjhabFN2Kx5LBbhiitW0tlsT6wmFImXvrooW7SaTuDnY/T/uJPSUZ7EUUDIxm916bEXsT9Tx8jnsrxrkv1nFy7y0PuJQUn6XHSfD6U5jFbgDUfIZNVUFUNNRFFFDRMuTwlyAwZsmQCQfYP6TXV9dE4bsmKI6YnfhiyCaoMOoGQLBNE3uOzomlgGMvWVZJJ8idEbRncJUSzdmQlQ8nyRch2O0paQbLp9gyAWDZX2F4y21hUVsR/3/YPeItLePRzHyOSBcdYi2QskSVXUYc31Mex7/8Qg8tFy2c/w+wv/ieBRB53mY0/rnOzJ5Kkc8sm/uHm91NSUkJ2jCgbi6qI9+mxcebSWv0Y7V5GxbFzUgcotZsZjKfZn5Jw5WIUW81YKpyoGYXsaB5NySHKCojyST2ykt2DEp+aiHI20OPUvkUu0Evxtf+G0Vfxsvb3eoCpvJF8eEhPWJkGiYNbQFOxz3/TWe3XueRylPgoiSPbT7pNsnMPprJZSBYH5oomtHyW7PCZDWN9bNX7uHnxO6f8v5KI6O/1RZdiLK0nuPFnqJkUVquVgYEBjne1U11kZihuQBAElGQMNRmlJzOTnPFGhre4DFGUpjQDngkEQSBmLcIsqBiTL+930Axm8EpihjSfBYKRJIIxhd/iJ9m+Ey2XwdYytSIUQJJELlxYzpZhB4KmYRojcgAltiJsORN5i67Stra28vGPf5wHHniAQCDAJz/5SW666Sauuuoq1qxZg9Vqpb/9YUZ6nqOk5iLK6i9FU3KMPPBdIlsfQGpaxa60hbhBQhCgwiZTUqkv79pcVcxdfTsL3vRpKhqvQA0OkBONxPqOAWCRBMTRftyla6luuZbYaDvB/p16ffbY8KJVcPLnZ9pZvaCcWZVuQFeaAWKRCT9wMhFFNhgxGF92FCKiJIMgYszrxD2TU9CSYQDUTII5Rg89QhQ1nebQ8f1UiBbUtgD7/v2TlI+MlZ7kwmgpXUUWT1Sax9QwzVulvzY5jXB6gvDInhLiOQeWXBznnNkY/R6UjK7QOsbsGScqzaLJQlox0OgS+fpPf4mmqjxy373Yx5apY8kcjtVrOGqrxP3hf2HB176MZ/EiAuEUqgaiOcWwR+YXxw5jdnu5SpDIjAQKflKDv4pobwdJ1YC/TPfXDw0NETe40JAQ1D6yQ+0k8woJi5fFXn253VKhK8pq1oim5lCSMSSb86T2AMnuJh8Pn+MrpmP0iV+RbN+Jf8P7sNa1vqx9vV4w7mvODEyvNsf2PYOxdNZZ+8OtDYuRXUVEd04fx6VmkmT6jhSGkE0V4/7qc1/e1pQcajqBZHVN5GDHRwltuQ+7XR8Iveyyy1izpI6OvgiReIbcqJ4R3xG3zpDmNzAk2YCnuIzgOSjNmqYxEolQXFyK7PCe/g4zmMGrhBnSfBboCg4hiBqldj+JtheQbG7MVSefmH/T4kqOpIvQAHMsXPj/WCyGpIlEpKkN5QaDgfXr19Pa2soNN9xAeXk5g51PMNj5JP7KlVQ0XYWWTTP4uy8R3/8MnrXvoeKaf0EURCIOE2lNpMZuQBAnXlqzrRjZoBPFTH87eMrJDnRgFAWKSSMA1U3zKKpcSfPyWzGY3djc1QzFR5BEiSeeHyGTVbjh8olztbt0m0biBF9zKh47LyrzOASDCTmvJ8iks3nEsVgrLZdhnquS8JgVM3T0KBueCRPtVHDNa2HtB/6ZqiObWGJKoSTHrAknDAJ6x77Ys44iDDkNS0YjlDqBNDv9JDQ7ViGNweXC6HaSz+jDcjaDhChMVpoFg4WQwY0nG6K11MXCDVfy4qZH6GzXFfB4MsuKS5fx58pLeC7jLZDW/oD++ucMIYb39HJg1y4Wv/v9+IJB9n/msyS725HsXiSLnezwcQYUD6VjxRHDw8N4i4qRbJVAPyP7tugHoypsaNUHOmWXCclmREAEUUVNRqbNaB6HZPOgJM5d5Ynu3kTkhQdwLn0zziWXn/N+Xm8wldWDIJKexqKRDfSSHTyGY/5F09zz1BBECefiDaS7DxRWHU5EqvsAaCqWev3iRHYWIdncZPrPnTQrCf0ic9zCY65owtG6jsi2B1naWMU//MM/MH/+fBY2FaFpsKdtkOSxXQAM5p2UzcTNvaHhL60664ITgFg4SCIapnb5pVOGhWcwg9cSZkjzWeB4SE9IqXKXkOlvx1w955T5tc3VHrw+NwmTHWM8UWjbGhlTQvvyU5u1QE/RyOfz9PX1UeFL0N/+CN6yxVTPeRtaPkv/r+4k1bWPoqv+Gc/qa5ENRtxWEz05mcGchDU1ippNT9mvkk6QG+3HUTcPAQ174EmsHU9gdrhxuMeSHlzVzF/zKWrmXMtQIoDP7OXh57pZu6RqUoLAhNI8MUSXSpxf0iya7YhKFtDIZBXkzIT3eI6/kaRNt0pc+UQAR18MZw00fPhGypvnckVrCyuXX4CSiiKarJPSTexOE7JBJCXbMeZUrGl1EmnWNEiKdhwmfYrb4LSiZEC0OBEFAYdRJpadUJpVVWLAVY5RzTGy52lWXf5mjFYb//Efn8ZmlokmszisRpa1lPDMrj4URQWgfyyhI6QMcPC32ymqqmHVW99J652fJheJ0PPADiRnGZqmIUX76Fc8lPltaJrG0NCQXjJjrERUR2gq19NVSvMRfE79NRAEAUu5/ndRFsaW3d0nfb5luxslEUHT1LN+rVLd+wk8/D9Y6lvxXXrTWd//9QzRaMFYVDntMGB839MgiNhaLjynfTsWrkeQDER3PjrltlTnHgSDCXOFbpkSBEH3Nb8MpXncYnKi79178T8gGs3En/k1xcW677TWrXK1Yz++TZ8lvOX35N1VjKq2GaX5DQ5fWRWJaLgw33KmGOjWPztltU2vxGHNYAbnDTOk+SzQH9XJbq3dTT48VBhWOxkEQeCixRUMCS7kRIZ0TM/VHh7W/wwKUYLT+LcqKyuxWCyUepI4pXbcxfOonXs9giCSaHuB7GAHxdd8DEfrusJ9PJJKXoUh1Yig5qedus8O6JYMV8NCDHY71p4DSL3tOIom+04FQUQQJYbiI+RTZlRN492XNU/axuZw68OQ4ZeQ5vMwBDgOye7WB46EDKlMHmMuxvglhsNbhr+6HkWAiEOm/t8+gK0ElHgIQRBYevFV+EorUZOxSckZ+vkJeHw24ooRQ07FlGMSaQ60daKKMg6T7tc22IyggZrXFWKH0cBIOMIj9/yA3/73Z/nTi3voLtbfC317tlDstLPo+pt56KGHiA0dIp7UVemLl1QSjmXYdUR/Hw0EElhMMs88/DCBrmHW3/KvlLntOJqbmHPnp8knckS7U+SjI0hKhpDkx2o2EA6HyWazFBcXo2llgMKG1RcyRwtx7fzJ70lV08/L4LahJCPTDgGe+HyjKqip+Fm9TrnQIEN/+BoGTynFb7v9ZRWhvF5hKmsk098+6SJY01Ti+5/BUteKbHef034lqxNby2pi+56C/OQorlTHHszVLQjyRFqFuaKJ3OhAYYXlbKEkp5JmyebC8yZ9KDD09G8Z/P1X6fv+h7nE8CJ9ORfF136C9taPoCHOVGi/wXGuw4ADXUcxmMz4Ss894nIGM/hbYIY0nwUCqQCaKlKa1xVPY+ms095n7eJKjms+BCDR8SKgK812lwNN0OgKT81hFUWROQ1emiuiiOYK6hbcUCAiiYPPITm82OasKmyvaRrOsTzhHqEcweIg0fbClP2Oey6NJfWM2DR8URVJhahzaseNpmkMxkYYGRK4bEXNFAVJlCSsDjfx6ATpT59npdng1KPu/GKMTFbBnI+RF/ThOtlZRHN9K7+60svOG5bgn6svUedjkzOXlVR0kjVjHB6flWhCwZjXEFWN0RNytPv36qqH06DvSzLrH5N8XCfRdoNE39AgPe0HsTndOMubGbXoCtxlV7+T1WvWM/vqd1JZWcXOx35CNK6r/kvnlGC3GHhyp/6F0h9I4HfJPP+rJ6hvaaBkxVqKrbof3FrmxeyD8P7jpDoP6Y/vnPAzA5SUlKBk9eKZ/FAHt125noWzJpPmyL6tABiLfWNK88kvasYLTpSz9DVHdz6Cls1Q+s5PI71GouL+1jCVN6CmYuTDE3Fb6eOHyEcDOM5yAPClcC65HC2bxtS3r/B/+cgIudF+LC/xjZsqxho9z9GiMaE0uycfw+JLMZbUEX7296R7DuFa+RY6V36K74bWEfK0MDCaxiiLeBzmafY6gzcK/GV6VOhZk+budkqrZyGKM5Tk7x1r1qyZv2nTpvNHFP7GmHmHngVCmVGErA01oPsLx7NUT4XKYgejpio0AZJd+pfe8PAwZSWlCAjTkuZ8LoVbbiOVlama825EUSe1aiZJqmM3ttmrJkVXKYkIXjJoCHSnS2inlsTRHWhKbtJ+MwPHkN0lvBBso9+SBUADDsqTiSZAIpsklU8jZK1cf8n0S2Z2l6egNGuaRjIePa9KszxWcFIuhUhl8li1BKpkAEFEsrtZUDKbsFNmbsUc5HHCF5ucuawkY0jWqcfk8VkJjaawmG0ICITCE4OaI+36a2IXgyjpBJJRVw8zgbFzjY+SEQxc9s4PcvU/fRyKGggbXICAlInjtZiQjSY+9unPMNTTxs7n9PIagyyxZmEFW/cPkkzn6O4d5tFf3kEyEOdfPvPvJBSN4rGYunTPIezloOUVgls2ASCNDZINDw8jSRJuqwtNMSNai0hPk8+bGhggtGMLiAoGh4iWz57G0+wGIH+WCRq58DCyt/QNXYFbGAY8waIR3/8MgsGMtWnZy9q3uaIRU9ksTMd3FpTsZKdelPPSYUtT2SzdX32OFg0lEQaY8j4RRImSd3yCkms/Qc1H/wffuvcyd+EcAHYdGWYwmKDEZ51SEz+DNxasdidWh+usEjQyqSTBoV7KahpfwSObwWsdTz31lOO6665rPv2WZ4dgMCgtW7as9W1ve1th352dncY1a9ZMzds8A8yQ5rNAXAljVO06+XT6pyVj06G0vIq83Uym9xjpdJpYLEZpSSml9iK6pyHNvW0PoCpJFl74IfxFJYX/HyfC9peUqQx0dWESNWpaLuXyq9/C48N+tExSHxQ6AZn+doxls/jjwUcwFJeiIZCyOOjLB+iNTKp+Z8/xbgCW1Nfjc1mmPS+7y0s8qhPJXDaDks+dV6V5PG2gTA6TyuSxaQkQJGSnD0GUaPDV8k+L3sGGhjchSAYkm4v8S0izmoxOSs4Yh9dnI59TMbn15zd6AmkO9of185Pi5ENDiKJ+gZEeGiaXzRDtPYZislHdpOdzd8huPKMjiDY3+dAgHrO+XL72rddSWtXAMw/+D9msvo91S6vI5hT++NhO/vTDj9F5aCcXfPhS1q+/BqCgNCfbd2Iu8uK/8AJS3YcJKVaKxhoGh4aG8Pv9aAn9oshY3EC69/AUf/zgw48iSCIV75iDs0V/Dk5lzxi3EJztMGA+MoLs9J9+w79jGIurEWRjoRlQzWdJHHoO2+yViMaXr746l1yOlAiS7t4PQKpzL5LdUygBGodoNGMsriFzmobCk0FJRhBkI8I0x2xwFWObvaJgByn12Sjz29h9ZITBYHLGzzwDQB8GDJ7FMODg8WOgaZTXzpDmGZx//Od//mdldXX11CGvc8QMaT5DqJpKRohhFdxkBzsxnsbPfCLmNVaQsVkRo6MM9+pktLi4mBp35RSlOTxykGD/DkprL8bhmVwKMW7NGF+CHcfO7To5vuDCZVy9ZhZ1S1aR0WSOPLOpsI2SiJCPBhi2WemNDjBwtILj4jy68nPRVIG77r+PQ50ThPPPW3VV/C0rpha3jMPu8hIP6wUnqcT5awMch8GtWx6KxCjheAaXmEREKxA0URC5omkdLrN+8SLZveSjL7VnxCZlNI9jPHZOcuuWh2QkDEB6eJh4VsQsqxiEPLnwEFo2hmiSyAwPs2/rE2iJEIook1VU0nmFPpODsr5OZKeXXGgQj0W3kESzKtfe+HFiowPcfffdADTXeDBmB/jgjW8mGRnmsn/9EPd95Zck8vpqQrHNhKbkSXbsgZqF2DZcimjWSGVl3OY8gUCA4eFhiouLyUd1j6upshk1GSU/NqgKoOVyDG16Au/KFViritFyun3ndOkZcPb2jHw0gOwqOqv7/L1BECVMZbMKJSfJoztRM0ns884+NWM62FpWoxosuhVGU0l17cNSt2Da+EBTRSPp/qPnNNCpJKJINtcZtRYCLGwqYl97gIFgYqY+ewaAbtEYHe5HyZ++ZAdgoPsIgihSUnV6u+MM/j6wZ88e2yWXXDJ38eLFCz/60Y/WplKpSb9wVFXl05/+dNXy5ctbFy1atHDDhg0t+/btM3d0dBgXLVq0UBmrav/Yxz5Ws3z58sJy26233lr3ve99r3j8388995yto6PD8pa3vCXAecJUM+sMpkU4FUUTFPySjdxo/1kVFRR5nRw327AzSvjITv3/ioqoTVaytfdFkrkUVoOFfDZB94HfY7GXUTbrkkn7GLdmOBZfNsmaEU9m6e/sYoEJvJW66nTL2xfx1Dfr8fXsZl/7MPMbigtf5n8cPIqKlRpzM594/wrsVgO3/fErBOVjfOL7T7OwoYQLF1ZwdKgPQxXMKi4/6XnZXV7yuSyZdJJU/PwVm4xj3GPrFRN0RhI0CWk0lZMSNNkxmTSruQxaLjOpDXAcnrFoLM1RBgFgVCf90YOHSBvsuDwWUCAU7CGaCmNwWEgMDbEzeICSxlUMoldpD8TTqIJI1WAn0iwvmf52HEYZSYBQOsuK1Wv5XfV8vvCFL/CP//iPPP300/zlJx9Dtpi44F1f4r8+dB3ljhJeHNSV/iKriXTvQZKZHI8eSyO0P8LVZohJDtpefIw23RZPaWkpuZhOmq31c4lsgXRvG4YxS4uy/yBKIkHZlXr023SpCC+FYDQjGEyFJfozgZrLoCajyM43NmkG3dcc3fEImpInvu9pJLsHS+3JLzrPBqLBRLaylUTbNp2QJ6OFfOaXwlzRROzFx8gF+jC+RIk+HZRE+JQXVi/FoqZiHn6uC2BGaZ4BoCdoqIpCaGSg4HE+FQa62/GXVZ+XfP8ZTMXw8Wd9wf6dr+hSoK98SaC4evVUn+dJ8Mgjj/h++tOfHrHZbOr73ve+xq9//etld9xxR//atWvbADZu3OjcvXu3/dFHH93vcrmUw4cPm91ut1JeXp6zWq3Krl27rEuXLk3u3bvXYTab1YMHD5pbWlrSe/bssd9yyy2DAPl8nv/8z/+s/sIXvtB98ODBScvldXV12c2bN++b7thOhxml+QwxGNcTD+rHrofOxM88DrPZTES2o4oCya792Gw2bDYbNW7dfnA83K//efh+8rkEtfPeWfAxj2PcmmFsWsb/7LiHkbHikcdeOI5Li4LZiWjQf+lIkkjrJRtwiil+9Yu/0h+IE+o8hAa0GxPMtS3ny7deRJHHgsUks65iHshZ1q830jUQ5Xv37cZoy+AyOTHLJ/9FNp7VHA+PTlRon0/SPOaxdYopEqNBRAFEJXNSK4Dk9JGPT6jlako/JnEapdntsSIIkDH6EFQNUzRFXskTPXiYtNGJr8xD2OHiC/2b+Y49h+yy0RntJ5NKML91KaCT5oOBGJKiUDrag2i2oyajkEniNhsJpXM4bSZmr/lHAoEAV1x5BW+95q3YyhysueUzOP011JXq0X1DyQweswGjJOrWDFHj2re9lSvWLENEw9ofYbHdxVVXXcVb3/pWWlpayEczCLKIqaIG0WQl3avnQmuahrJjJ9aaapwtembzGZFmQRhrBQyf8WuUj+ifC9n1xrZngO5r1pQcqe79JI+9iH3umvOaJJKpWgyaRuBhfdXCUjt9ecz4StS5+JrH2wDPFAsa/AUf80xyxgzg7BI0FCXPUE8H5TN+5jcUrr/++uHq6uqcz+dTPvCBDwxs2rRpUqONwWDQUqmUdPjwYbOmabS0tKTLy8tzAK2trfHnn3/eMTAwIAOsXbs29Oyzzzo6OjqMyWRSam1tTQH88Ic/LG5paUksXbo0eT6PfUZpPkP0hPWl72pVt8acjT3DbDaTzsvk7RbsseMUNSwG9DptgK5wDyVKgtDgbspnXYbVObV6eNyacUjKsenYZsLpKLev+gAPPtvBzfYMJl/ZpO29LcuJPiIzV+rmcz/eytvyO3AbjZiMbu645lpkaeJ6qdZajt/qJWE9xo8/fSubth/nqchhLKZTE6HxrOZ4ZHTCnnEeBwFFoxlEGYuWLZAz4QR7xkshO3yoyShaPocgG1CSY0UN0yjNkizi8lhIKAaMORVLRiScjhI5eJCUaT0Wt4GfGi2k1DxZWaTPLtGfTlLfsoTq8kroaiOayXEoEKUsNIRRUhCN+sVsLjSEx2wglM5SZzXjLmng8re8hUceeICKJbX85Oc/5Z77MrrlxK5bOUYSmcIQYLL9Raw1LZTVNxBL9DECDMUdVD/1NLNueDeyXScn+WgG2WlCFCVMFc2FYcD4kaNoA4OUfuj9hWX2kw14TXlebO6zGgTMR/VVrze6pxkmhgFHH/8lqMp5s2aMQ7W6sTYsJtm+E0NRNbLDM+12Bm8Zotmu5zUvXH9Wj6EkI2clCNgsBpqrPRzqGqV0pthkBoDHX4okywQGjwMXnHLbQP9x8rksZTN+5lcMxdWrg2ejAv8tUF5enh3/e3V1dWZ0dNR44u3r1q2LHT58ePiuu+6qHhkZMV544YXhz33ucz0ul0tdtmxZ7KmnnnKXlpZmW1tbYytXroz9+c9/9ppMJnX+/PlxSZLo6+sz3HvvvSX333//wfN97DNK8xmiJzSEpgoU5yJIdm8hreFMYDKZGAqZSdpsWPMpas27CfRuw22y4zDa6Bvt4vihP2J1VlJat27K/U9Mzdg/rKtHO/r2cO8LzzMSSlFiTBb8v+MQTVYsdfO5wDXASChBpTRMr0Xkna1XIEuTr5VEQWRt3Sr2Dh4mmo9w1YX1JNQIJfZTL7k73CeS5vOvNANIFjuCANbYhGpxMlVzvH51XG0utAGeZGDT47MRiSkYVDDmNQIjfYT7R9EQ2Rp4gVFR4+ahOA3JLEeEOKoIi5avw2HUn7/eWIq+eJryvk5EA4WBr1x4EM+Y0uyw6r8L1t18PSs+sp7HH9rE5XMvxmEzomnQ2a8T++FkhmKriVx4iFygF2vDEgCyI8dRkNhbtRolmaT/wb8Wjj8Xy2Bw6kTbXNlMbqQHJZ1g4KGHwWik6E0TFiIlGdFLXk7I9J32ObS7z8qekY/opNnwBvc0g24bEq1OssNdGIqqMZbUnvfHGG9atJ7EmgF6zrqpvPGslWZN0wqe5rPBirml2MwyJd4Z0jwDPY7UW1xxRnXa46UmpTUNr/RhzeA1hP7+/gJJ7unpMXq93uxLt7n11luHH3rooUMPPvjggZ6eHvN3v/vdUoDVq1fH9u3bZ9+2bZtj2bJlsdWrV8f2799v3759u2PJkiUxgB07dthCoZDhiiuumLdixYrWb33rW1VHjhyxrVixojV/hl77k2GGNJ8h+qLDaFkL1kT/WSkxoFdjZxQLexN6DbUxnqb74H0c2PJlLna4KI4cQVEy1M5757TLuSemZuwfbmNucRNFNh8Pdj5ImdeIlAohv4Q0A9iaVyAmAnzvXX5sWoag3cHauumv/C+u03Ofn+p8jpySYzQZpth+avXQatcHhuKREKl4DNlgPO++tHGLhj87MTB5Mv+sNE6ax3zNakonpOI0Oc0wFjsXTGCSzQiaQPjgQdIGOwB9Si+3uGZTG0+ybiSOlAVPJIdNEXGYdOL5Qr+uyJYcO4xkAEHQX7vxBI1QOovdom8byKZYfcVFNBfrwy65nIoAPLmzl2ROIZbNU2Izkzyqe96tY6sR2aFugoIbc0093uXL6H/gQfLJ5Nh5ZpAdY6S5ajagkWjbRWDLc0it85GtEzauM112l2zus7NnREf0CECH9/Qb/51DEATMY2qzY95FZzxMdzawzFqId917cS678pTbmSuayI30oGbOfGVSTSdAzSOehacZ4Jq1Ddz9qUswyG+8UpsZTA9/WRWBgZ5pG29PRH/XUZyeIuzOMxehZvD6x3333VfU09NjCAaD0o9//OOy9evXT1re3LZtm3Xr1q22bDYr2Gw21Wg0qpKk/35pamrKGI1GdePGjb7Vq1fHXS6X6vF48ps3b/asWrUqBrBhw4bIxo0b995///0H7r///gO33HJLf319ffL+++8/IMsvz2AxQ5rPECPJAHLKjBQfPCtrxjjMZjOhvEYGGTXupnHJ+zHbS5ijRiknR1n9pVjs0+fcjlszUt4S+qKDLCqby/qKy8jJYVrmB0BTkd0lU+5na1oOCKRe+A0ADXMuwihNrzQW2XwsKJ3Dk53PM5QIoKFRehqlWZQkbE53QWk+n9aMcUhjqnIVg4z//j2d0jye1Xx6pdlKKpnDYnPpOdqHj5I06dtes2gdS0vnApCKywhA2UiGUN9xTJKISRIZiKexySLekUFEk4ym5pBsLnKjutKcUzUko/5B7wuFqPfqaSiKojIcSlJeZOPpXb0MxvTSlCKriWT7ixi8ZRi8+gBmdqSbnqybUp+Nqne+AyWRYODBh1DzKkoyhzymNJvKG0CSGd3yV7R8HmnpkknnqiSjZ0SGJLsHNR1Hy+dOuy3oSrPk8L4hWwCng7lqDogS9nlrXpH9C4KIe9U1U1aWXgpTRSOgFQaAzwTjKwzyKarWp4MkCrjsM0NcM5iAv6yKVCJGMhY56TaapjHYfXTGmvEGxIYNG0ZvuummpksuuWR+eXl55vbbb5+UeRuLxaTPfvazNcuWLVu4du3a+S6XK/+Rj3ykEA/V2toaczgc+ZqamizAokWLYpqmsWjRoiSA2WzWysrK8uM/DodDkWVZKysre3kyMzOe5jOCpmmEMqOUpWwImqYXCJwlzGYz8XicEdGFL3AMh7cRp6+JZ9se5emDD3K9a3r1+sTUjAMj+hfg3OJm/vTwCKS97JNf5DJRmPZLVLK5MFXNJtNzCAVYvejqUx7j+vrVfPO5H7OxfTMAxbbT+1RtTi/xSAhRFM+7NQNAdpegAQ4xTUaTMZuMiKbpl4Flh55jnC+Q5iggIJ6kpc47NrhkdJZAIEDkwEFGHDpRvmLhGnL9h0iqAsdzBqpnz8V08Hn2Hniemks34DTJjCSzNFp1Qi3bzKjpJLKndMyeoV+c5McuS5OpPPUefUBmJJxCUTUWNhXx12e72N6h+7WLjJDu3o9jyQb9+FMxlNgovblamnxW7A31eJYuof+Bv+BbtRYAw5jSLBot2OesJrb3aVwLWsgUTX7tlESkkKxxKkhjWc35RAiD69TEDHSlecaaMQHn8iuxNi171T3e4/7qdN+Rk6ZsvBTjFdriKVojZzCDM4GvMAx4HJvTPe02keAwyXiUshlrxhsK46kVt99+++DJtlm/fn1s/fr1J/Uj33333Z0n/vuuu+7qveuuu6aWXozhxhtvDN54443nxdc9ozSfAWLZBDktQ0VGV99M56g0AwwbSrDko+RG9QurBbWr2ZNT2NE/ffrJS60ZVoMFp+hny+5+VnjXEc+necJjRfZMVZrzqsKLZn2JOOsuwmI+NaldWr4Ah8nOxmM6aS49jT0DdF9zQWl+Bb5sDQ4v44vciiackowIJiuCwYwSG7dnxBAt9pOqoOOxc6JdJ4e2RB7FXYrdaUI2SGRkC/syFgTg4iveQ85mYuj4MQLJURxGnRQ3CPp7QrZbUDNJDJ5SfRBwLKs5jS6Pa4qBWWNKc38gAcDKeWXYLQZ2denHax8+iqbkJqwZw3qrVr/ioXSM4Fe963ry8QQH7vwSANHD+8iOjq1sWesQRPDMnUpi1WTkjKLE5LPMas5HAq86QXwtQZSNhVKeVxOSxY7BV6EPA54hlMT44OzZ2TNmMIOX4kzqtMf9zGW10zfOzmAGr0XMkOYzwNBY3FyNlkW0Os/Jv2ky6Ypg3q+r1H17twPgMNlpKWpke+/uae93YqHJgeEjtBQ38cjzx1E1jRsuWskqczHPuq0EhMlFBulcmq9u/gEPZocAKK5beNpjlCWZN9WuJK/mMUnGQmnIqWBzegrpGRb7+VeapROWigXh1ANngiDoWc0nKM3TJWeMwzOWK6ua9X1mZQGrswqXx8K+55/gdz/+OiFFYq4lj8NfhqO8Ansiz+8PPFQYBqzN6BYQg82Kmk1i9FeiRAO48nqZSDSbx2AA8sZCxODAiH5bdamTNQsr6I+mcZlk8h0vIhjNWKr1mLjssF6EM5D3FIojHI0NLPjal/EuXw1A7333sP2mW9j7iU/R++dN5FIyyshBUCfeD5qq6HXiZ3BRM640nwlp1jSVfDQ4Ezf3GoWpomms5OTUvtJxFBJWztKeMYMZvBRmiw27y3ta0mwyW/EWnX4FbAYzeK1ghjSfAQZjOmmu1OKYSmed04DPuNJc1dRCSLEy2rarcNuyilZ6ogMMxIYn3efE1IxAMsRQfITZvgYefq6LFXNLKfXZuEKxISHw671/Ltwvmo7x+ae+zZ6hQ1y/6kaKrv4o7lXXnNFxrqvXBwWL7f4zOk+HWy84iUfDr4g9QzohpURGQXL6Tr29w0t+TGlWUrFpM5rHYTLLWO1GsqKurOWMIvF0FCX8V55+4JeUVtWzrtxGndeBIAjYy8opSRt4qvN5fBaVWR4b9mgYAIPLgZpOYm3QM5zl7t2IAoTSOURDHovgxCTr6nN/MIHJKOFxmLh0RTWCWULKaSTbd2Kpa0UY851nR46TkyzEsFDkmbCkOBobcI9lRc//8mepvuHdaIpCqqcXS+Nq3TIx3FbYXk3FQVPPSEEcJ0xnkqChxMOg5meKTV6jMFc06U2R4aEz2l7P8hZOeaE5gxmcKfxlVQROUac90N1OaU0jgjhDQ2bw+sHMu/UMMJQYQVY0irSzyzA9EeOkua62kn5DNZbRiZrbpRV6ScH2vj2T7nOiNePAWNQcMR+xZJYrLtCPwxYZ5VLNzra+3ewfamM4EeSOx7/O8Ug//7b6g6yfdSGOBWsxeKYfMnwpKp1lLCqbxxz/mfnMxrOa0bRXxtN8Amk2COppCZrs9BUGAdXTKM2gWzQiMRA1CBZZEVMPoeQjXPKO9/OWm/8Nb3UThrHldnNxMcZYGqMgMxh5mk+uaiYXDiMYDEg2u27PKKpC9pSSPLIdl0lP0FDEFGbshcccCOiVw4Ig0FjlweQwEh8KosSCBWsG6EpzWC7C77FhkCd/VPPRDJLNiK2uhqrrr6P1G19lxa9/QeUNH0Z2F2Pu2l7YdtyrembpGS5AOCOluZDRPKM0vyZxtiUnSjKCaHXMDHXO4LzAX1ZFeGSAfG5KmhipRJzQcD9ltTN+5hm8vjBDms8Ag7ERylISIirGsrP3MwM4nU5kWcbv9yNVtGDW0kR7jgFQbPNR666cSppPsGbsH27DYbLTfkzFbjGwoEEnKrnwEJc4avFbvfzvzt9yx6avEc3EuONN/8Kyiukbw06HT665lVuWvvuMti2QZs5/RjNM2AXGcTqCptszQmiaqlsSTqE0A3h9NsKjKew2J2lRJatWseSSjzJ78QUIgkDRlbdSct2/A2AqKQZF4erSFTzfs5OO0eNkQ2GMbheS2YaaSSEIArbm5aS69lEkqwwnkqhiBlE1Fx6zfyRBeZFut0jlFDRJwJPQZyKss/TUC01TyY4cZ0D1UDZNacSJGc2Fc7fbEGUDrmVXIod7SY8lJ0y0AbpfupspECQZ0eo4o4KTQhvgjNL8moSxqArBYD5jX/PZtgHOYAanQllNI5qm8ZeffYtoKDDptsHj7YVtZjCD1xNmSPMZYDA+QllC9wWeyxAgwIIFC7jpppswGo3ULFoOQNeLLxRuX165kCOBDsJpfRjnRGsGCBwYOkJLUSM7Dg6xtKUESRJRsynUZBSbt4x/aH0bfbFBBEHgC+v/jdlF534Ffzb2k/EqbQDrKxA5J1ocqAgTcXOnGTqT7F5Q86jJGEoqingmSnM4xfr3foRVV91KQlmGv3SCBAqyAXHMVmEu1gcGL7LPxm608bv9fyEXDmNwuxHN1kImrq1pBah5GqPHCKTSCHIOJaerd4qqMTSaKHiUh5MZAOZofQxShIZAsmM3oc33oWXTdCQdlPqmpn+cmNH8Ujha16FJRqLb9SKUM6nQPhF6wclZkOYZpfk1CUGUMJXPOjvSPDMEOIPzhOqm+ay79iaG+7r4zXfuYLjzYMFfP9B9FFGSKKk8t5XbGczg1cIMaT4DDMZHKEsr5GUL8hnEcE0HWZZxOnVS2dwyi2HVRaprIjFjWUUrGho7+/YCENn2oG7NmHshg/ERgqkQPrGSWDLHyrn64EQ+rHugZXcJq6qW8NEVN/HFSz5Blav85ZzuWcHqcBc8aeZXQGkWBIGswcn4WNvplWbd85wN9oKSP2lG8zg8fhtoYLKWIRl0C4vHZ5l2W1OJ/toLoQiXNaxh9+AB0qGQTpqNVrRcGk1VMFU0ItlcVAQOEs+qCHKOdEb/sgiEU+QVjTK/btcYDEdYPbCZxdEXcWshev77fQz+5i7Cm+9FcpewN1E0hTRrmkY+lilkNL8UoslKprKV+MFnycdGJ+wZZ0iIJLuv0PR3KuSjAUSz7aQRgDN49WGuaCIz1IWay5x2WzU5ozTP4PxBEARall7Eu//1LorKazi28wn++sv/JhGLMNB1lKLyWmSD8fQ7msEMXkOYIc2nQSqXJpqJUZlPk3NWnZeWL1kSiTjqccW7UcdKJKpdFRTbfGzv20N2pIfQlj9ga1mNuaKJA2NDXdEhB7IksqhZV0Jz46TZVYwgCKypXY7P+rdtVhJFEZtD/6J9JZRmAMXoQBJAQ0C2nzq5ZDzZJDvUpf/7JG2A4xiPnQsFE4RGkwgCON0nIc1+PwgC6eERlpa3omkaqVAQ45jSDOgWDVHC2rgMz9AhUFScNguJVA5V1egfS84Yt2dkd/yFiwafwahm6RPKeNa4htL3fI6a236Gcs2XCKqOgipdeD5SebS8OsWecSIyNUtBVYnueFhXmgUR0TJ9XvVLYSyqIhfsQ1OVU26Xj4zMxM29xmEqbwJVITvYedpt8zP2jBm8AnB6/Lztlk9Q23ohPUf385tvf4ah3k7KZ0pNZvA6xAxpPg2G4iNImkaZmkD015y3/drrF2AScnTv15VlQRBYVrGQfYOHGHrw+4gmM/7L3gfA/qE2PBYX+w6mWdDoxzpenDE2FW+YJqP5b4lxX/Mr4WkGUMai7zKyA0E6dR+PPJaukRnsAkA8jdLsHSfNgSTh0SROtwVJmv5jIRoMGL1eMkND1Hur8RgdEEtgcLsQjDrRLlg0mpcj5tPUxLrwOjxoGiTTOQaCekZzud+GmsvgP7aZXmcdktVJbu1HuXewjmNqGZLFUdi29CWe5nxUVw1PZs8AUK0erE3LiO7aSD4ygmR1Ighn9nE3Flej5bOFLPGTYSaj+bUPvRnw9MOAaj6LlknO2DNm8IpAEEXKGhfyzo9+HqfHj6rkKa9rfrUPawavAtasWTN/06ZNr9uInhnSfBoMxkcozuaRhXNrAjwZmlasQtUm8ppBt2gsC8XI9R/Fd+lNSDYXmqZxYPgItY56BoNJVs6dSMHIhYcQjGbE06iprzTsLi8Go+kVW2rTzPoXedbkPu22ks0Fgkh2uEv/92lIs81hwmCUCAWThEdTuL3Tq8zjMJcUkx4eQRRElrqb+P/t3Xt8lOWZ8PHfnJNMjjNJIIGEAMIDEYRwiAegUsClKnatHFp7WFddLUXY7Qruu2IDot3uVtwexH27rX3V+ur27Wq7VagVQaVqC3IQIgfziBxDQg7knExmJnN4/3hmQhICk8NMZiZc388nn4F5TvfFhHuuueZ+7lvnB0NaapdKs5Y0JxRMxW+0MLHpM9IDNzO2ODqorG3DbDKQkZJAU+m7WDocVCdkkTR+BguLC0hPtvDau9qk/1WBRVByMrtXiD3NToDLDs8ISitegq+9hdZP/9KvCqI5S/tw6K49e8X9PM0XMMpqgDHNmJyBITUTV9WJK+7ncwQWNpFKs4ggW3YuS7/zGHd9+1EKJg3sRnUxPO3atStl2bJlg/oktXv3buvXvva1CTNnzpw+e/bsaX/3d383rrKy0hTcvmbNmoKXXnrpyvPWhiBJcwhVrbWMcmnLlaeF8U7frBFZ1Oqz0J3/tPO58aYUvlTfRo0ti+QpNwNwrvk8Ta4W9G1aRa+4S9LsaazBlD4iLENGBkMpuonrbrolYufXJWpv5N6E0ENPdHoDhuR0Omq1+UFDDc/Q6XRk2JOor2ujsd5BesaVx+dasrNwVWsV/uuStFWvavXOznG9waRZbzTTljuOCU2fkRqowLc43Jy/0EZuphUdPhr2bKUyKZckVxNJ18zAYjJwx7xxfFxWw8mKJs7XtZFqNXd+sxDU0aJVmk1XqDQDJOQXYh4xVhvb3Y9kyJQ5KvDB48xl9/G52vE5WyVpjgNm+yg66q78rUFwikFZ2EREmsFgJLdgYtTft8Tw09jYaFi2bNmFd99995Ndu3YdTkpK8q1bt64gnNeQpDmEqtZa8lx+nH4Tabl5YT23O0shq6OStpZW/H4/9W/9Er1Oz69tZryB8aRHqrXxzJWnLUzIS8eedrES2tFYjTF9YDcmhtPYydO5cfHSiJ1fH6jU+qx9G69tTLHj92pjxUMNzwBtXPOF6lZamp2k20Ilzdm46urxeTyMNWjDUj5z16A3d0+aASrtmSR72hjp0WaiaHG4OV/XSk6mFcdn+6Gpmo+ybyBP7yRpvDY/821zxpJoMfLb945TVdd2yXhm0IZn6Ix69IlXHqqi0+lIK74d6N/SyHqTBZMt54pJs6c5ON2cDM+IdSZbDh0N56+4MmB/5vIWQojBKC0ttS5atOjaGTNmTF+zZk1Be3t7t09QPp+P9evX5xUXF08rKiqavnjx4sLDhw8nADidTl1JScnoOXPmTC0uLp62du3afIfDoQO49dZbm5ctW9aQlpbms1qtvnvuuafm6NGjyb21YaCu/K4raGhvpNDppcqfSaEhvJP+Z00uwljzIZ9+9BHKCCPtJw/iKv4S5+s/5ljtca4bOZmjNZ9hT7Rx8pSHb956scrs9/vxNNaQNHb4f8UVvPlPl9y3BK1zmXOdvk8zO2TYrahHtOpxX4Zn4PPhrquDVi1BPuw4y1cCwzP8rvbOfT+x+Biv05NZ9ykwlqZWN+cvOJg9eSSNH72Cw5zCOesorrlxCnqLdt3kRBNfurGA1//0OYkJJmZNunS8uqdZmzmjL5Wa5MK5NHz4Gubs/JD7dmXOzsd1/uRltwdn15BKc+wz2XLwuxzaYj+XSYo7pyXsw4dMIUT8ePd0jX13RX1Eqxs3jrJdWFCQXdfX/d966y37888//5nVavXdf//9E55++umckpKSyvnz56sAO3bsSD106FDy9u3bj6SlpXnLysoS0tPTvQBPPPHE6IqKCssbb7xxzGQy+VevXj1u8+bNuRs3bqzoeZ3du3cnjxkzpvNNecuWLacHG2tUK82KooxWFOWniqJ8qChKq6IofkVR5kezTT0tn3wrI91u6k3hr+heM7MYj19P26d/oW7HC1hGTWTizd/CYjCzt+IQPp+Po7WfYdOPAuicag60Nzl/hwtjenRvAhwKKTnainxJI/qW+AWnndNufgudWNoyLybWfak0Azira+ho1BKN074Gqt1aAu1zaeOQ/X4/anMl5Sl5ZF84Bvg5VdmEx+tjnKkG1zmVjzOuI8/iJ2lc9w8+f/2Fcej1etraOxiZ2beFTS5HZzSRt/IZ0m+6q0/7B5mzxuBprMbnbu91e+dqgFJpjnmmDK3fuNKNnf1ZAEcIIQZjxYoVNfn5+R12u9374IMPnt+5c2e3abFMJpO/vb3dUFZWluD3+yksLHTm5uZ2+Hw+tm3blllSUlJut9u9qampvpUrV15yPEBpaWniCy+8kLtu3bpz4Wx7tCvN1wB3Ax8D7wBfjm5zLpXvN3HO76UtaVTYz21OTKLBkkte8yF8eiNZt38HszmBaTmF7KsoZcHYm2hzO3A0pjHSnkT+yIvjcz1NwTmaoz88I9LyJiqc+9pTFIzt20T4xkClOdTCJkEZXYZAhEqaEwJzNbtqagJLaBtxm3QcajjBtWhjfQEuOOppcbdRlT2Ngs93MNLQxPHyRgBGVr6PHx17RtzEbeNGX3INe1oiX5w5mh17z152eIYlq2/TxwEDWhbZnB28GbCchMByzN3a0FQLgfHjIrYZbcGkuZKEvEm97uN1NKEzWdCbE3rdLoSITwsKsuv6UwUeCrm5uZ1rq+fn57vq6+u7zSKwYMGClrKysponn3wyv7a21jx37tzGxx9/vNzpdOpdLpd++fLlk7vu7/P5ulXHjh8/blm5cuWEhx9++OwXvvCF1nC2PdpJ8/uqqmYDKIpyJzGYNLuqtK+o3WnhHc8cZMybAifOUZu/gHFZWiW1eNR09p47xOtlOwA4/bmZ24tzulVNO6ebuwoqzQCjx/d95pLg8IxQS2gHBedq1ht0pKRdOWkw2+2g1+OsrgksoZ1OXvooDlQd41q9oXNM84l6bTywa/Q0+HwHMxPPsfOcnUx9M8bzn9BkTqfDYGacvfc2LlswAVdlMxP1Blo+67LQiM+P19ERcuaMwQoO53DXnOk9aW6+gDHVPqCEXAwtU3o26PQhK80y3ZwQYihUVlZ2Jsnl5eVmm83m7rnPqlWralatWlVTXV1tfOihh8Zv2bJl5KOPPlppNpt9W7duPTp69OiO3s59+vRp83333TfxvvvuO/+Nb3yjPtxtj+rwDFVVfaH3ii7X+RO4/EZMtpzQOw/A1Fvv4pB1Dk8dyubICS05mpEzBb1Oz+7yA2SY7XicZq6fMrLbcR0NWtJ8NVSa+ytYaTb0sdKclpGITq8jLT0Rvf7Kwzn0RiOWTHtnpdmUns7M3KmUXTiBKyGxM2k+2XAWg05P9ogxVCSNYqq5HJfby4LET8EPZ6donw8L0nqvGGcnmrjTZ8D53imq3ii7+LNNuzHUHKIiPljG9Gx0pgTcNb1PO6ctbCLjmeOBzmDEmJ5NR0OIpFluAhRCDIFXX301q7y83FRXV2d47rnnchYuXNjQdfvevXuT9uzZY3W73Tqr1eozm80+g8GAwWBgyZIlFzZt2pRXXV1tBDh37pxp+/btqcE/33PPPROXLl1a88ADD9RGou3RrjTHPGdDDeUeO+mpkUlSzGl2Fn97DW//9H3+7aV9/Pi788nKsFKYNYEjNSomZxYpSSYKC7oP2fE01mCwpqM3RbbiGI+CC5zo+1hpNhj0pGckhhyaEWTJzsZVU4u3vR1zpp2ZuVP5/afbOZ6chD2YNNefJT9tFJlJCRxJn8gXHe8xylBHsflzDNZUyjOvZaTDRZKp90qtMdlCwQOz8QWmO+xKZ9BhyrjyDYuDpdPpMWfl4a7tfQYNT1MtCWOujWgbRPiYMnLoqK+67HZvW1PIJeqFECIcFi9eXH/vvfdOrKurM82ZM6dx7dq13T7Rt7S0GJ566qm8qqoqi8lk8s2ePbt59erVVQAbNmw4t3nz5tzly5dPbm5uNtrtdvfSpUtrgeaXX345s6qqyvLCCy/kvvDCC7nB85WWlh4MV9t1V5qGaCgFhmf8D/BFVVV39fW4AwcOFACh14gdoIbqWl56r44v3pDPdQWRq+7VNnXwy7drsCUbue+WbD5pPcbOC7vhVBETrGO566buSXPy3lfQ+Ty03HBPxNoUt7wdpO/YjHP8HJwTbu7TIbXnXRhNOjIyQy/Q4n59K76Tp8HvwzBhAoYlX+LZU68wsc3FUncarTOW8cypl5mYXMD09Hl8cL6eb3/6n9R6U8gytNBctILn9deQZ4YFMVzcSzryJqZqlaYF34WuN1T6fKTv+CHOsTfinDg/Ws0T/ZD46dtYzpXSuGhd99cyIO29Z+jIGo9jyu1RaJ0QQ2rszJkzT0e7EZFSWlp6etq0aRdC7ylCKS0tzZw2bVpB1+eGTaV5ypQpWCzhrboeOHCAERNn0fDOn5lx3SSmTYjs19G2kVV8//mP+PMJHd9ZthzvR1be3KfjttuuZeZ1ud32Pbv7lySMVpg4c+agr3vgwAFmhuE8saQt9REsuRM6q85B4Yj17PETlH9yBHQ6cq4Zz5hZs5ntOcr+03uxGkzYJhXgPOHi+gkzmZ47hdcbjlKvSyfL0EiteTTj599J+66jzB6fx8wxkfmdCkecTb5q6s4dYpoyrnPIC2jjmc++7Sdv0nWkFkX/92Y4/v72ZjBxNvmqqTuzn2nKeIwp3ec79/t9nNruYET+eGwx8u8or+nwE+1YXS4XR44cidr1xfAgi5uE0NCiLVmcHmL1tXAoLhzJNxZPYteBc7y9uxJj/URMBhMzlO7jlv1ej3Yj1lVyE+BAWCfdcEnCHC4J2Vng94PPhyk9HYCZo6bi0Pk55WnlZIM2DnicLZ90i7aa38nAtIHthUs41ahNSzc2ve8zYERD15sBu/I0ycIm8SZ4T0ZHQ+Ul23ztbdq3JjKmWQghrmjYVJojpSGwZHFGytBMxbR84UROVDTxwtYjJCWYmDYhi0RL95fJ03wB/D65CTBKLCMu/rub07VEY9qIQvTAUZyk1p/BoDeQn5aLyaAnxWzkgH4ChxvtLLtmGmqTA5Nex6iUyI5LHixzVnDaubMkjS/qfF4WNok/nUlz/XkS87uPRZfVAIUQom+k0hxCY4sLg15HcqJpSK6n1+v4x7tnkDcihdb2Dq6/duQl+3gatTmaTRlSaY6GhOyLSbMpIx2AJHMiEwwpHDP5ONlwNpAwa78zaXov7eZEDnUUkJudwqnGNvLTkjCGmKkj2gxJKRiSbZdWmmUJ7bhjTMsCvbHXaee8bY2ALGwihBChRL3SrCjKssAfZwceb1YUJRNoU1X1j1FqVqeGFifpKZaQU5GFU6LFyPfuu57X3z/BvOmXLqrS0SjTzUWT2WZDZzDg93oxpaV3Pj81MZPXvC3UXzjBzWOu73w+1d2MI8fK+psnk5GWwJkmBzfnx0eV1pydf8m0cx1NtegTU2QhjDii0xswZWRfJmkOLqEtlWYhhLiSqCfNwKs9/v544PEMUDCkLelFY4uLjCEYz9zTSLuVb3/lul63eRprQG/oXC5aDC2dwYAlKxNnVTXmwJhmgOnJubzWeooObwfjbBeX/LY2V9JuHcuNRQWcbXLQ4fMzNj2y8yyHizk7n+Z9f8Tv83YuZOJpuiBV5jhkysjB08tczReX0JakWQghriTqSbOqqjH9HfU1o9MxxNjX6B2N1RjTsmQ1tiiyZGfjqqvHYL2Y/I5MziTL7aHWbGRchjYe2NNch7W5gvZkBZfHy8k4uQkwyJw9Br+3g47685gztSW/Pc0XMGVcOmxIxDaTLYf204fx+33odBdH5nnbmkCnR5+YHMXWCSFE7It60hzrvnnr5NA7DTFPY422NK6ImuTx4/C0tXVb2lxnSWJKq4uPsq3kp2lTBDpOHiTF3QJAg7ODU41tJJuNZCaGng86FnTeDFhzplvSnFgwJZrNEgNgsuXg97jxtjR0m1nG62jCkJQiH8KFECIEuREwDnU0Vst0c1GW/82vM/Vfv9/tOb0liYX1bfxgxj0YDdrn0fYTB0kL3EPa4HRzqsnB2LSkbsl2LDNnjgadvvNmQK+zDb/LIUtoxyFj5wwa3aed87Y1oZfxzEKIITBv3rypO3fuTIl2OwZKkuY443O343M0S6U5yvRGI4Yei+noLUkYgfTAfyu/14Pj1CeMyNHGN1e2OqlqdTIuToZmAOiMJkz23M6bATvnaJYll+NO12nnuvK2NWGU8cxCiCjatWtXyrJly5TBnOPo0aMJt99+++QZM2ZMnzFjxvSvfvWrE48ePdp5x/qaNWsKXnrppUHdDCZJc5g17XuTqt/8AJ/HHZHzuy9UAEilOQbpLdr4Zp/LAYCzQsXvcpA9rhCAg9WN+IGCOEqaQRvXHKw0e5oDczRLpTnuGFMz0RlMlybNjib0kjQLIeJcbm5ux7PPPnti//79h/bu3Xvo5ptvbnz44YfHhfMakjSHkev8Cep2vojj8wPUv/tyRK7hOL4PdHoSx8iY0lgTTJr9rnZAG5qB3kD6uOtINhn4rK4VIG5mzggyZ+XjaarB52qXSnMc0+n0GG0je6k0N8p0c0KIIVNaWmpdtGjRtTNmzJi+Zs2agvb29m7jFX0+H+vXr88rLi6eVlRUNH3x4sWFhw8fTgBwOp26kpKS0XPmzJlaXFw8be3atfkOh0MHkJGR4R07dqxbr9fj9/sxGAz+ysrKsE5/JjcChtD40Rv42lvJuPnuK45D9Xnc1LzxDAZrGknjptO87w8kjS/qtpJaOLSpH5GQP1mmh4pBeou2wl+w0uz4/CAJoxX0CVbSE8y0drQzwmrBaoqv/3bm7IsrA3qaL4DBKL9/ccqUkdNtTLOvw4Xf7ZSFTYQYprZ9eNL+7v7yiFY5FszKu7Bk7ri6vu7/1ltv2Z9//vnPrFar7/7775/w9NNP55SUlFTOnz9fBdixY0fqoUOHkrdv334kLS3NW1ZWlpCenu4FeOKJJ0ZXVFRY3njjjWMmk8m/evXqcZs3b87duHFjRfD8RUVF051Op8Hv93Pfffd1dnhbtmw5PdhYpdLcB41//i0N7//mivs0/OnXdFw4R9btq7B/6QFMWfnUbn22cw7UcHDXVdBRW45VuSFs5xTh0zk8w+nA01KPu+Y0SeNnAJCRoN0NODYtvoZmgDZXM2gzaHiaarWv+XXSdcQjky2HjoYq/D4v0HUJ7dRoNksIcRVZsWJFTX5+fofdbvc++OCD53fu3Gnrut1kMvnb29sNZWVlCX6/n8LCQmdubm6Hz+dj27ZtmSUlJeV2u92bmprqW7ly5SXHHzx48NC+ffsOPvzww2evvfZaRzjbHl8lryhIK76DjtpyGj98FWOqndSiWy7Zp/3sMZr2bCVlxl91VpZH3PldKp7/X9Ru+w9GrHg0LLMltJV9BIBVuT7EniIadHoDOlMCPrcDx4mDACQGfh9sgSnm4m1oBmhLMOvMiYGk+YK2JLOISyZbDng9eJrrMKVn422V1QCFGM6WzB1X158q8FDIzc3tvOkrPz/fVV9f320O1gULFrSUlZXVPPnkk/m1tbXmuXPnNj7++OPlTqdT73K59MuXL+82F7DP57skwUpOTvbdf//9tddff/30WbNmHRkxYoQnHG2XclEIOp2OzFu/TeL4Ii788Re0Hd/fbbvP3U7t1mcxpmdjX/g3nc+bs8dgW/gtHJ8foPnA9rC0xaHuwZI7odscqyK26C2J+JwO2k8cxJBi6xza0FlpjrObAEEbC2vOyg8Mz6iV1QDjWM8ZNC5WmtOj1SQhxFWmsrKyM0kuLy8322y2S2ZOWLVqVc2bb7756bZt246Wl5cnbNmyZWRmZqbHbDb7tm7devTgwYOHgj+lpaUHe7uOz+fD5XLpKyoqTOFquyTNfaAzGBlx11osI8dS87t/x1nxWee2undewtNYQ9Ydq9GbE7sdlzrrNhLHFVH/zq9w15YPqg2eplpc509gnSRDM2KZ3pKE19lK+6lSksYVdX7DMH1EOnNH28lLjb9KM2hDNNzVp7WFMaTSHLdMGT2SZllCWwgxxF599dWs8vJyU11dneG5557LWbhwYUPX7Xv37k3as2eP1e1266xWq89sNvsMBgMGg4ElS5Zc2LRpU151dbUR4Ny5c6bt27engjYW+uOPP070eDw0NTXpS0pK8qxWq2fy5MnOcLVdkuY+0psTGfnVxzAkZ1D13/9KR30ljhMHafn4bdJuuIPE/MJLjtHpdGTd8RA6cwI1v/8Jfk/HgK/fpsrQjHigtyThPHMEn8tB4jUXbwIdlZLIPdeNwRhjS7L3lTkrP3CDo18qzXHMkGJDZ7LQ0SBJsxAiOhYvXlx/7733Tly0aNHU3Nxc19q1a7tN6dPS0mLYuHHjmNmzZ0+fP3/+1LS0NM/q1aurADZs2HAuLy/PtXz58snTp08vuueeeyaeOHEiAaCpqcmwbt26cTNnzixatGjR1HPnzll+/vOfH09MTPSHq+0yprkfDNY0cu7+HhW/eozzv/4+fm8Hpqw8Mm6++7LHGJMzyFryENX//a/Uv/cy9lvuHdC128r2YM4e0/n1qohNeksSPmcb6A0kFVwX7eaEjXnEmM4/y3Rz8Uun02HKGImny/AMnTkBvSmsszIJIUSvPvjgg8MAa9eurbrcPgsXLmxZuHDhsd62JSYm+jds2FCxYcOGip7bli1b1rBs2bKG3o4LF6k095PJlsvIFY/ibW3A29ZE9h1/j95ovuIx1gmzSCn6K5r2/gFPc//H43taG3GWl8msGXEgOINGcKq54cKc1SVploVN4prJlvmng38AABS2SURBVNM5PMPX1iQ3AQohRB9J0jwACaMmkvPNTYxc/s9Ycvq22Exa8e2Av3OYRX84PtsL+LFOkqEZsS44V3O45+eONkNiMoYUbVYfuRE1vplsOXQ0VuP3ebWFTWRohhBC9IkkzQOUMGoiSdfM6PP+5szRmDJH01a2p9/XalP3YMwYiSkrv9/HiqEVrDQnju/770a8MGePwWBNk6/y45wxIwd8XjxNtXgdTZI0CyFEH8mY5iFknXQjjR++hqe1EWNyep+O8ba30n76CGnX3xGWuZ5FZCWOm46nrbFzqrnhJGPeCm1FQBHXzPZcQJtBw9vWjCV3YpRbJIQQ8UEqzUMoefKNgD8w3KJvHJ/vB59XxjPHiaTxRYy48x+H5QechFETSZ58U7SbIQbJGJx2rq4Cr6NZKs1CCNFHkjQPIVNWPiZbLm1lu/t8TFvZHgwpdiy54yPYMiHE1cJgTUNnTtTmm/f7ZGETIYToI0mah5BOp8M66QbaTx/B62gOub/P3U77yVKsk65Hp5OXSggxeDqdDpMtB+c5FZA5moUQoq8kExti1kk3gt9HWx+GaDhOHMLvccvQDCFEWJlsOXgD49MNSalRbo0QQsQHSZqHmHnkWIzp2bR9GnoWjbay3eiTUknImzQELRNCXC2Cy2kDMjxDCDFk5s2bN3Xnzp0p0W7HQEnSPMS0IRo30n76E7ztrZfdz+dx4/j8ANaJxej0hiFsoRBiuOu6sqgMzxBCRNuuXbtSli1bpgz2PG1tbfpHHnkkf9asWdOKioqmL126tPOca9asKXjppZcGtdCATDkXBdZJN9K053Ucx/eTct38XvdpLX0Xv9uJdZIMzRBChFdn0qzTo09Mjm5jhBAiTB555JExHo9H9+abbx612WyeQ4cOJYXz/FJpjgJL7jUYUjMvO4uGu7acup2/InHsNBLHTRvi1gkhhrtg0mxISpWbjIUQQ6q0tNS6aNGia2fMmDF9zZo1Be3t7d3maPX5fKxfvz6vuLh4WlFR0fTFixcXHj58OAHA6XTqSkpKRs+ZM2dqcXHxtLVr1+Y7HA4dQFlZmeUvf/lL+ubNm09nZ2d7jEYjs2bNcoSz7VJpjoLgLBrNB97C53J0riIH2rCMmt//BJ05gawvr5E3NCFE2OkTU9AnWGVohhDDXNP+P9pbP9mVGclrJF83/0LarFvr+rr/W2+9ZX/++ec/s1qtvvvvv3/C008/nVNSUlI5f/58FWDHjh2phw4dSt6+ffuRtLQ0b1lZWUJ6eroX4IknnhhdUVFheeONN46ZTCb/6tWrx23evDl348aNFfv370/Ozs52/fCHPxz19ttv22w2W8fKlSsr77rrrkaALVu2nB5srJKRRUnypBvB68Fx/EC35+vffRl3zWmyl6zGmJwRpdYJIYYznU6HeUQBxvQR0W6KEOIqs2LFipr8/PwOu93uffDBB8/v3LnT1nW7yWTyt7e3G8rKyhL8fj+FhYXO3NzcDp/Px7Zt2zJLSkrK7Xa7NzU11bdy5crO46uqqkxnzpxJTElJ8f75z3/+ZP369Wc3bdo09tixYwnhartUmqPEMnoihuQMWst2kzxlHgCOzw/QvO8PpM6+jaQJM6PcQiHEcDbirnUwDFeuFEJclDbr1rr+VIGHQm5urjv45/z8fFd9fb256/YFCxa0lJWV1Tz55JP5tbW15rlz5zY+/vjj5U6nU+9yufTLly+f3HV/n8+nA7BYLD6j0ehft25dpclkYv78+a3Tpk1ree+991ILCwud4Wi7JM1RotPpsU66gZZD7+Bzt+NzO6nZ+izm7AJsC74V7eYJIYY5mZ9ZCBENlZWVnUlyeXm52WazuXvus2rVqppVq1bVVFdXGx966KHxW7ZsGfnoo49Wms1m39atW4+OHj26o+cxhYWF7ZFuuwzPiCLrpBvxe9w4Pv+Y2q1b8LudZN/5XfRGc+iDhRBCCCHizKuvvppVXl5uqqurMzz33HM5CxcubOi6fe/evUl79uyxut1undVq9ZnNZp/BYMBgMLBkyZILmzZtyquurjYCnDt3zrR9+/ZUgHnz5rVmZWW5f/SjH+V0dHTw4YcfWktLS1MWLFgQegnmPpJKcxQl5E3CYE3jwvZf4nM0k3nrtzFn5UW7WUIIIYQQEbF48eL6e++9d2JdXZ1pzpw5jWvXrj3fdXtLS4vhqaeeyquqqrKYTCbf7Nmzm1evXl0FsGHDhnObN2/OXb58+eTm5maj3W53L126tBZoNpvN/mefffbzxx57rOCVV14ZmZ2d7d60adOpyZMnh2VoBkjSHFU6vYGkidfTcvBtkpTrSSm6JdpNEkIIIYSIiA8++OAwwNq1a6sut8/ChQtbFi5ceKy3bYmJif4NGzZUbNiwoaK37VOmTHG+/vrrZeFp7aUkaY6ytFlfwtfeTOZtK9HJTTlCCCGEEDFJkuYoM2ePYcTSR6LdDCGEEEIIcQVyI6AQQgghhBAhSNIshBBCCCFECJI0CyGEEEIMD97gYh9i4AL/ht6ez0vSLIQQQggxPHx45syZdJfLZfL7/dFuS9zx+/24XC7TmTNn0oEPe26XGwGFEEIIIYYBj8fzQGNj43daWlr+1u/325DiaH/5dDpdk9frfcbn8/2s50ZJmoUQQgghhoGZM2e6gZ8GfkSYyScQIYQQQgghQpCkWQghhBBCiBAkaRZCCCGEECIESZqFEEIIIYQIYTjcCGgAcLvdETm5y+WKyHljzdUSJ1w9sV4tccLVE+vVEidcPbFeLXFCdGPtkiMYotYIEfd08T6P34EDB+YCH0S7HUIIIYSIefNmzpx5yfy7QvTFcKg07wPmAefpZfUWIYQQQlz1DEAOWs4gxIDEfaVZCCGEEEKISJMbAYUQQgghhAhBkmYhhBBCCCFCkKRZCCGEEEKIECRpFkIIIYQQIgRJmoUQQgghhAhBkmYhhBBCCCFCkKRZCCGEEEKIECRpFkIIIYQQIoS4XxFQUZSFwLeAG4E8oB7YC2xUVfVwl/1+AiwA8gELcA74PfBvqqrWddlvPvDeZS43WVXVshDt+Tvgy8A0IDtwnT8CT6qqWtvvALufO6Zi7dE2HfAO8EXgp6qqfrevx/ZyrpiLMxDfA8C3gcmAGygDHlZV9S/9CrD7eWMx1qXAWrQ4QYvzx6qq/nc/Qut5zrDG2WX/+cB6oBgwA6eBn6iq+os+tGk88O9ov7N64ANgnaqqxwYWZed5YyrWSPVJsRZnj3OErT8KnC/mYo1EnxSjcYa9PxJioIZDpXkl2n/cHwO3Ag8H/r5PUZQbuuyXCjwPfB24Hfg5WofznqIopl7O+7/QOo6uP6f70J5NQDPwKPAl4EfAikB70vsX2iViLdauHgAm9fOYy4nFOH8JPAX8FrgN+AbwJmDtR1y9ialYFUW5B3gNqAxc6+tABfAbRVHu6394ncIeZ6CtO4ETwNeAO4D/QHtTviJFUbLRkuQC4B7gbsAG/ElRlNEDDTIgpmIlcn1SrMXZVTj7I4jNWCPRJ8VUnBHsj4QYkLivNAMPqapa0/UJRVHeBk4BjwBLAVRV7fkf7F1FUVqBn6ElFO/32P6Zqqp7BtCeoh7t+ZOiKMeAXWif4LcM4JxBsRZrsA2j0Drv+9E6uMGKqTgDlY6/Beaqqrq7y6Y/9PdcvYipWIF7gTPAClVVfYH2bAdOAn+D9kY5EGGNU1GUvMBz61VVfarL/u/0sT3rgAxglqqqlYFz7g605zHgO30P7RKxFmuk+qRYizPYhnD3RxBjsUawT4qpOIlcfyTEgMR9pbnnf/DAc43AcSBUxehC4LEjku0B9gUeB1XBirVYu/gZ8L6qqr8Nx8liMM41aPHtDrlnP8VgrB1Aa/ANKtAeH9AKuAZ60gjEeX/gcaAJ31eAHcGEOdCeOmArcNcAzxk8T0zFGqk+Kdbi7CKs/RHEZKwR6ZNiMM6I9EdCDNRwqDRfQlGULGAK8OtethnRxmBNB54E/gR81Mtpfq4oymtAG9rXuBtVVT0wwCYtCDweGeDxlxXtWBVFuRtt3GDhQNrfV9GKM/BV4w3ALxRF+QHam4AdUIGnVFX91UBjusI1o/maPgv8TlGUx9C+ctUBDwIKWnU2bAYZ5xeAT4G7FEXZAFwDnAdeBjaoquq+wnUTgfHAq71s/gT4uqIo2ZdJNgckWrFeQUT6pGjHOVT9UeBa0fr9HdI+Kcqv6ZD1R0L0RdxXmnsK3BzxC7TYnu6xbQqBT67Ah2hf8dzR9VMs0AT8BO0/5hfRvpIqBP6sKMr1A2iPDXgG7ZN6WG9ciHasiqJkAj8FHlNVtXyw8VzhOtGM0472pnAP8NfAarSxfoeBFxVFeWAwsfUU7ddUVdXX0W4aWwfUAjVoY2GXq6r61mBi6xHLYOPMBSagVbCeARaifVW7FnghxOUz0N5863vZFnzO3o9wrijKsfbWnoj0SdGOc6j6o8C1ohnrkPVJ0X5Nh6o/EqKvhmOleTNwJ3Cvqqqf9tj2OTAbSET7ZPzPwA5FURaoquoAUFX1IHCwyzEfKIryBlpF5l+ARX1tiKIoSWh3FNuAL6iqGu6vk6Id6zNoY92eHVwYIUUzzuAHywTgNlVVzwAoirITGAdsAJ4bcGSXiuprqijKLcB/oVWVfgsY0G4w+rWiKMtUVQ3HOG4YZJxor0sKcLeqqv8v8NyuQBV5naIoG1VV/TxEG/wD3NZfsRArEPE+KdpxDlV/BNGNdSj7pKi+pkPYHwnRJ8MqaVYU5V/QPsH+g6qqL/bcrqqqE9gf+OsHiqL8JfD3b6PdLdwrVVWrAjdDfLkfbUkE3gCKgMWqqn7S12P7eP6oxhrozL6K9jVvqqIoXTdbFO2u/FZVVT19jeky14n2a9qAlkCVBd+cAsf7FUV5CygJ11f50Y41UFX6FfCuqqoru2x6S9FmlNhCGG5+DFOcdWgVrO09Dv8jWlVqBtqbem+Cr2lv1WRb4LG3KnS/xUCsXdsSsT4p2nEOVX8UuFa0X9Mh6ZOiHedQ9UdC9MewGZ6hKMoTaPNA/pOqqs/08bCDgAeY2Id99fSx+qQoSgLwOtpdxEvUQczje5nzx0Ks1wb224XWiQd/QJu2qIF+VOV7EwtxqqrazuXfvHSBR99ltvdZLMQKjAByuPhG2NV+YGzgd3vAwhjn4cvsG/I1CbymJ9HGafY0FagN04egqMfapS0R65NiJM6I90cQG7EORZ8UC3EyBP2REP01LJJmRVE2AiVAiaqqm/tx6Fy0avsVqzSKoowEbgFCTuGlKIoF7evPecBfq6r6p360J6QYivU1tDGzPX9A+xrti2iT4g9IDMUJ8DtgsqIoBV2O16GNIzypquqFyx3YFzEUawPgRFuAoKcbgLpAdWlAwhzn7wKPt/XY9za0Dwf7uLL/AW4J/NsE22dDm0P2d5c9qo9iKdZI9kkxFGdE+yOIqViDx0ekT4qhOCPaHwkxEDq/P5xD94aeoihr0W5Q2IY2ZrMrl6qqBxVFmYd288D/oI15MwIzgX8EGoGZqqo2Bc73CloV6mO0/7ST0BaKGIE2BrDzU6+iKLuAm1VV1XV5biuwBHgC7SuormpVVT0xXGK9TBv9DH5FwJiKU1EUO3AIbSaKTYHz3482Z+nXVFX9zTCK9cfAd4H/g5aIGNDmQ10BfE9V1Z5tjEqcgXO+CdwEbASOon01/0/AL1RVXRUizhFAKdqiCZvQKmTfQ6uSFamqenYgccZorBHpk2Itzsu0cdD9UeA8MRVrpPqkGIwzIv2REAM1HMY03xF4XBL46eoM2opf5WgrYq1HSx4MaP/ZX0Rb9rOpyzGH0VYtWoO2slId2ld+31dVtS/TMwXbsCHw09Wv0CakH6hYizVSYipOVVXrAm8Um4H/jXbjy2HgK6qq/r6/wfUQU7GijTMsQ5t9Yxna16efoS2C8Up/Aush3HECLEdLGP4JyALOoiW+TxGCqqrVgdf0aeD/cnEZ7S8MJmEOiKlYiVyfFGtxRlJMxRrBPimm4iRy/ZEQAxL3lWYhhBBCCCEibViMaRZCCCGEECKSJGkWQgghhBAiBEmahRBCCCGECEGSZiGEEEIIIUKQpFkIIYQQQogQJGkWQgghhBAiBEmahRAxT1GU+Yqi+BVF+dtot0UIIcTVaTgsbiKEGCYURZkO3Am8qKrq6ag2RgghhOhCkmYhRCyZjrbc7i7gdJfn30db9axjyFskhBBCIEmzECIOqKrqA5zRbocQQoirlyyjLYSICYqiPI5WZe7pV8CLwHvAvaqqvhjYf37wOSAJ+AdgDHAc+GdVVf+gKMpUYDNwE1qV+hVgraqq3SrWiqJMADYAiwA7UAm8CjyuqmpbGMMUQggRp6TSLISIFb8DcoAHgR8AnwaePwFYrnDcQ0AG8Eu0avTfA79XFGU58Bzwa+D3wF8Ba4Aa4PvBgxVFmQm8CzQCPwcqgGmB88xRFOXmnkm2EEKIq48kzUKImKCq6ieKouxGS5p3qKq6K7gtUFW+nFygUFXVpsC+7wKlaEn4MlVVfxfY7z8VRTmAlmR/v8vxzwPngdmqqrZ0ueY7gXN8A63SLYQQ4iomU84JIeLdi8GEGbTkG2gGKrskzEEfAiMVRUkGCAzfuA74L8CiKEpm8CewbxtahVoIIcRVTpJmIUS8O9nLcw3Aqcs8D9q4ZYDJgcdNQG2PnxrACowIW0uFEELELRmeIYSId95+Pg+g6/H478Bbl9m34TLPCyGEuIpI0iyEiCVDPZ3P8cCjV1XVnUN8bSGEEHFEhmcIIWJJa+DRNkTXOwgcAVYqijKu50ZFUYyKogxVW4QQQsQwqTQLIWLJPsAHPKYoSgbajXi9jU0OC1VV/YqifAttyrlPFEV5HjiKNu/zNcBdwKPI7BlCCHHVk0qzECJmqKp6FrgPbcnsn6HNsfydCF/zEFAEvAx8GdgCfA+4AS1ZfieS1xdCCBEfZEVAIYQQQgghQpBKsxBCCCGEECFI0iyEEEIIIUQIkjQLIYQQQggRgiTNQgghhBBChCBJsxBCCCGEECFI0iyEEEIIIUQIkjQLIYQQQggRgiTNQgghhBBChCBJsxBCCCGEECH8f4Mbv6agbnjyAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#wind plots\n",
    "fig = plt.figure(figsize=(10,5))\n",
    "ax = fig.subplots(1,1)\n",
    "\n",
    "for tower_name in tower_data.tower:\n",
    "    u = (tower_data['u']).sel(tower=tower_name.values)\n",
    "    v = (tower_data['v']).sel(tower=tower_name.values)\n",
    "    w = (tower_data['w']).sel(tower=tower_name.values)\n",
    "    wind  = (u*u + v*v + w*w)**0.5  \n",
    "    wind.plot(ax=ax,label=str(tower_name.values),x='time')\n",
    "\n",
    "\n",
    "u = (tower_data['u'])\n",
    "v = (tower_data['v'])\n",
    "w = (tower_data['w'])\n",
    "wind  = (u*u + v*v + w*w)**0.5  \n",
    "(wind).mean(dim='tower').plot(ax=ax,color='black',x='time')\n",
    "\n",
    "ax.set_ylabel('Wind (m/s)',fontsize=18)\n",
    "fig.legend(loc=7,fontsize=12)\n",
    "fig.tight_layout()\n",
    "fig.subplots_adjust(right=0.8)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bcf38db5",
   "metadata": {},
   "source": [
    "## Check simulated data now"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "3581224c",
   "metadata": {},
   "outputs": [],
   "source": [
    "#commbine the 3D data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "d2d2d71f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['01.ches_IOP3.19457',\n",
       " '02.ches_IOP3.8195',\n",
       " '03.ches_IOP3.189',\n",
       " '04.ches_IOP3.4230',\n",
       " '05.ches_IOP3.25038',\n",
       " '06.ches_IOP3.10580',\n",
       " '07.ches_IOP3.3465',\n",
       " '08.ches_IOP3.7653',\n",
       " '09. ches_IOP3.14688']"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#%% data folder\n",
    "#source = '/bog/incoming/CHEESEHEAD/palm/realistic_runs/ches_IOP2/ensemble.member.1/'\n",
    "source = '/bog/incoming/CHEESEHEAD/palm/realistic_runs/ches_IOP03/OUTPUT/ensemble.member.1/'\n",
    "\n",
    "data = 'DATA_3D_AV_NETCDF_N03slice'\n",
    "\n",
    "#os.chdir(source)\n",
    "#get list of all the folders\n",
    "folder_list = os.listdir(source)\n",
    "\n",
    "folder_list.sort()\n",
    "folder_list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "b249d5a4",
   "metadata": {},
   "outputs": [],
   "source": [
    "x_list = [2217,3981,6159,8619,9225,9669,723,3249,5391,6801,8091,9537]\n",
    "y_list = [9147,9951,9309,7335,9465,8019,2799,3441,5499,5199,4161,3333]\n",
    "site_name = ['nw1', 'nw4', 'ne1', 'ne2', 'ne3', 'ne4', 'sw1', 'sw3','sw4', 'se2', 'se3', 'se6']\n",
    "\n",
    "#list to club all vm data\n",
    "site_theta_list = []\n",
    "site_q_list = []\n",
    "site_wind_list = []\n",
    "site_wtheta_list = []\n",
    "site_wq_list = []\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "3ee17903",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Done!01.ches_IOP3.19457\n",
      "Done!02.ches_IOP3.8195\n",
      "Done!03.ches_IOP3.189\n",
      "Done!04.ches_IOP3.4230\n",
      "Done!05.ches_IOP3.25038\n",
      "Done!06.ches_IOP3.10580\n",
      "Done!07.ches_IOP3.3465\n",
      "Done!08.ches_IOP3.7653\n",
      "Done!09. ches_IOP3.14688\n",
      "done!nw1\n",
      "Done!01.ches_IOP3.19457\n",
      "Done!02.ches_IOP3.8195\n",
      "Done!03.ches_IOP3.189\n",
      "Done!04.ches_IOP3.4230\n",
      "Done!05.ches_IOP3.25038\n",
      "Done!06.ches_IOP3.10580\n",
      "Done!07.ches_IOP3.3465\n",
      "Done!08.ches_IOP3.7653\n",
      "Done!09. ches_IOP3.14688\n",
      "done!nw4\n",
      "Done!01.ches_IOP3.19457\n",
      "Done!02.ches_IOP3.8195\n",
      "Done!03.ches_IOP3.189\n",
      "Done!04.ches_IOP3.4230\n",
      "Done!05.ches_IOP3.25038\n",
      "Done!06.ches_IOP3.10580\n",
      "Done!07.ches_IOP3.3465\n",
      "Done!08.ches_IOP3.7653\n",
      "Done!09. ches_IOP3.14688\n",
      "done!ne1\n",
      "Done!01.ches_IOP3.19457\n",
      "Done!02.ches_IOP3.8195\n",
      "Done!03.ches_IOP3.189\n",
      "Done!04.ches_IOP3.4230\n",
      "Done!05.ches_IOP3.25038\n",
      "Done!06.ches_IOP3.10580\n",
      "Done!07.ches_IOP3.3465\n",
      "Done!08.ches_IOP3.7653\n",
      "Done!09. ches_IOP3.14688\n",
      "done!ne2\n",
      "Done!01.ches_IOP3.19457\n",
      "Done!02.ches_IOP3.8195\n",
      "Done!03.ches_IOP3.189\n",
      "Done!04.ches_IOP3.4230\n",
      "Done!05.ches_IOP3.25038\n",
      "Done!06.ches_IOP3.10580\n",
      "Done!07.ches_IOP3.3465\n",
      "Done!08.ches_IOP3.7653\n",
      "Done!09. ches_IOP3.14688\n",
      "done!ne3\n",
      "Done!01.ches_IOP3.19457\n",
      "Done!02.ches_IOP3.8195\n",
      "Done!03.ches_IOP3.189\n",
      "Done!04.ches_IOP3.4230\n",
      "Done!05.ches_IOP3.25038\n",
      "Done!06.ches_IOP3.10580\n",
      "Done!07.ches_IOP3.3465\n",
      "Done!08.ches_IOP3.7653\n",
      "Done!09. ches_IOP3.14688\n",
      "done!ne4\n",
      "Done!01.ches_IOP3.19457\n",
      "Done!02.ches_IOP3.8195\n",
      "Done!03.ches_IOP3.189\n",
      "Done!04.ches_IOP3.4230\n",
      "Done!05.ches_IOP3.25038\n",
      "Done!06.ches_IOP3.10580\n",
      "Done!07.ches_IOP3.3465\n",
      "Done!08.ches_IOP3.7653\n",
      "Done!09. ches_IOP3.14688\n",
      "done!sw1\n",
      "Done!01.ches_IOP3.19457\n",
      "Done!02.ches_IOP3.8195\n",
      "Done!03.ches_IOP3.189\n",
      "Done!04.ches_IOP3.4230\n",
      "Done!05.ches_IOP3.25038\n",
      "Done!06.ches_IOP3.10580\n",
      "Done!07.ches_IOP3.3465\n",
      "Done!08.ches_IOP3.7653\n",
      "Done!09. ches_IOP3.14688\n",
      "done!sw3\n",
      "Done!01.ches_IOP3.19457\n",
      "Done!02.ches_IOP3.8195\n",
      "Done!03.ches_IOP3.189\n",
      "Done!04.ches_IOP3.4230\n",
      "Done!05.ches_IOP3.25038\n",
      "Done!06.ches_IOP3.10580\n",
      "Done!07.ches_IOP3.3465\n",
      "Done!08.ches_IOP3.7653\n",
      "Done!09. ches_IOP3.14688\n",
      "done!sw4\n",
      "Done!01.ches_IOP3.19457\n",
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      "Done!07.ches_IOP3.3465\n",
      "Done!08.ches_IOP3.7653\n",
      "Done!09. ches_IOP3.14688\n",
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      "Done!02.ches_IOP3.8195\n",
      "Done!03.ches_IOP3.189\n",
      "Done!04.ches_IOP3.4230\n",
      "Done!05.ches_IOP3.25038\n",
      "Done!06.ches_IOP3.10580\n",
      "Done!07.ches_IOP3.3465\n",
      "Done!08.ches_IOP3.7653\n",
      "Done!09. ches_IOP3.14688\n",
      "done!se3\n",
      "Done!01.ches_IOP3.19457\n",
      "Done!02.ches_IOP3.8195\n",
      "Done!03.ches_IOP3.189\n",
      "Done!04.ches_IOP3.4230\n",
      "Done!05.ches_IOP3.25038\n",
      "Done!06.ches_IOP3.10580\n",
      "Done!07.ches_IOP3.3465\n",
      "Done!08.ches_IOP3.7653\n",
      "Done!09. ches_IOP3.14688\n",
      "done!se6\n"
     ]
    }
   ],
   "source": [
    "#looping through each site first\n",
    "for i, site in enumerate(site_name):\n",
    "    \n",
    "    \n",
    "         \n",
    "    #os.chdir(source)\n",
    "    #get list of all the folders\n",
    "    folder_list = os.listdir(source)\n",
    "    folder_list.sort()\n",
    "    \n",
    "    \n",
    "    #list to combine the data for one site\n",
    "    theta_list = []\n",
    "    q_list = []\n",
    "    wtheta_list = []\n",
    "    wq_list = []\n",
    "    #first collect data at all times for one site\n",
    "    for j, folder in enumerate(folder_list):\n",
    "        #for time> 5 hours, i > 1 \n",
    "        #open data file inside the folder.\n",
    "        ds = xr.open_dataset(source + '/' + folder + '/' + data)\n",
    "        ds.close()\n",
    "        #subset for variables\n",
    "        ds = ds[['w','theta','wtheta','q','wq']]#.sel(zw_3d = height_level)\n",
    "        ds = ds.sel(x=x_list[i],y=y_list[i])\n",
    "\n",
    "        #read in variables to data arrays, renaming the coords for theta and q to interpolate\n",
    "        w = ds.w\n",
    "        wtheta = ds.wtheta\n",
    "        wq = ds.wq\n",
    "\n",
    "        theta = ds.theta.rename({'zu_3d': 'zw_3d'})\n",
    "        theta_interpolated = theta.interp_like(w)\n",
    "        q = ds.q.rename({'zu_3d': 'zw_3d'})\n",
    "        q_interpolated = q.interp_like(w)\n",
    "\n",
    "        #calculate the fluxes\n",
    "\n",
    "        wtheta_turb = wtheta.sel(zw_3d=32) - w.sel(zw_3d=32)*theta_interpolated.sel(zw_3d=32)\n",
    "        wq_turb = wq.sel(zw_3d=32) - w.sel(zw_3d=32)*q_interpolated.sel(zw_3d=32)\n",
    "\n",
    "        wtheta_list.append(wtheta_turb)\n",
    "        wq_list.append(wq_turb)\n",
    "        theta_list.append(theta_interpolated.sel(zw_3d=32))\n",
    "        q_list.append(q_interpolated.sel(zw_3d=32))\n",
    "\n",
    "\n",
    "        print('Done!' + folder)\n",
    "    \n",
    "    #for each tower location combine the flux data        \n",
    "    wtheta_ds = xr.concat(wtheta_list, dim='time')\n",
    "    \n",
    "    wq_ds = xr.concat(wq_list, dim='time')\n",
    "    \n",
    "    theta_ds = xr.concat(theta_list, dim='time')\n",
    "    \n",
    "    q_ds = xr.concat(q_list, dim='time')\n",
    "\n",
    "    site_wtheta_list.append(wtheta_ds)\n",
    "    site_wq_list.append(wq_ds)\n",
    "    site_theta_list.append(theta_ds)\n",
    "    site_q_list.append(q_ds)\n",
    "    \n",
    "            \n",
    "    print('done!' + site)\n",
    "    \n",
    "# #outside of the loop\n",
    "# #concatenate all the flux data data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "0baab5be",
   "metadata": {},
   "outputs": [],
   "source": [
    "wtheta_simulated = xr.Dataset(data_vars={\"wtheta\": xr.concat(site_wtheta_list, pd.Index(site_name,name='tower'))})\n",
    "wq_simulated = xr.Dataset(data_vars={\"wq\": xr.concat(site_wq_list, pd.Index(site_name,name='tower'))})\n",
    "theta_simulated = xr.Dataset(data_vars={\"theta\": xr.concat(site_theta_list, pd.Index(site_name,name='tower'))})\n",
    "q_simulated = xr.Dataset(data_vars={\"q\": xr.concat(site_q_list, pd.Index(site_name,name='tower'))})\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "2a7896ee",
   "metadata": {},
   "outputs": [],
   "source": [
    "#subset the data for hours 5:00 local on day1 and later\n",
    "wtheta_simulated = wtheta_simulated.isel(time=slice(9,None))\n",
    "wq_simulated = wq_simulated.isel(time=slice(9,None))\n",
    "theta_simulated = theta_simulated.isel(time=slice(9,None))\n",
    "q_simulated = q_simulated.isel(time=slice(9,None))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "034d6082",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'/bog/incoming/CHEESEHEAD/palm/realistic_runs/python_scripts/spaleri'"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pwd()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "355fc887",
   "metadata": {},
   "outputs": [],
   "source": [
    "#save the subset\n",
    "wtheta_simulated.to_netcdf('/bog/incoming/CHEESEHEAD/palm/realistic_runs/python_scripts/spaleri/work/wtheta_simulated_IOP3.nc')\n",
    "wq_simulated.to_netcdf('/bog/incoming/CHEESEHEAD/palm/realistic_runs/python_scripts/spaleri/work/wq_simulated_IOP3.nc')\n",
    "theta_simulated.to_netcdf('/bog/incoming/CHEESEHEAD/palm/realistic_runs/python_scripts/spaleri/work/theta_simulated_IOP3.nc')\n",
    "q_simulated.to_netcdf('/bog/incoming/CHEESEHEAD/palm/realistic_runs/python_scripts/spaleri/work/q_simulated_IOP3.nc')\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ba20c6bc",
   "metadata": {},
   "source": [
    "Looks like the data starts only at 8:00 simulated time. Adding in data from 5:00 till 8:00"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "2ed251d7",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Done!\n",
      "done!nw1\n",
      "Done!\n",
      "done!nw4\n",
      "Done!\n",
      "done!ne1\n",
      "Done!\n",
      "done!ne2\n",
      "Done!\n",
      "done!ne3\n",
      "Done!\n",
      "done!ne4\n",
      "Done!\n",
      "done!sw1\n",
      "Done!\n",
      "done!sw3\n",
      "Done!\n",
      "done!sw4\n",
      "Done!\n",
      "done!se2\n",
      "Done!\n",
      "done!se3\n",
      "Done!\n",
      "done!se6\n"
     ]
    }
   ],
   "source": [
    "'''\n",
    "source = '/bog/incoming/CHEESEHEAD/palm/realistic_runs/ches_IOP2/ensemble.member.1/02.ches_IOP2.10023/'\n",
    "\n",
    "data = 'DATA_3D_AV_NETCDF_N03slice'\n",
    "#looping through each site first\n",
    "site_wtheta_list = []\n",
    "site_wq_list = []\n",
    "site_theta_list = []\n",
    "site_q_list = []\n",
    "\n",
    "for i, site in enumerate(site_name): \n",
    "                \n",
    "    \n",
    "    #list to combine the data for one site\n",
    "    theta_list = []\n",
    "    q_list = []\n",
    "    wtheta_list = []\n",
    "    wq_list = []\n",
    "    #first collect data at all times for one site\n",
    "    #open data file inside the folder.\n",
    "    ds = xr.open_dataset(source + '/' + data)\n",
    "    ds.close()\n",
    "    #subset for variables\n",
    "    ds = ds[['w','theta','wtheta','q','wq']]#.sel(zw_3d = height_level)\n",
    "    ds = ds.sel(x=x_list[i],y=y_list[i])\n",
    "\n",
    "    #read in variables to data arrays, renaming the coords for theta and q to interpolate\n",
    "    w = ds.w\n",
    "    wtheta = ds.wtheta\n",
    "    wq = ds.wq\n",
    "\n",
    "    theta = ds.theta.rename({'zu_3d': 'zw_3d'})\n",
    "    theta_interpolated = theta.interp_like(w)\n",
    "    q = ds.q.rename({'zu_3d': 'zw_3d'})\n",
    "    q_interpolated = q.interp_like(w)\n",
    "\n",
    "    #calculate the fluxes\n",
    "    wtheta_turb = wtheta.sel(zw_3d=32) - w.sel(zw_3d=32)*theta_interpolated.sel(zw_3d=32)\n",
    "    wq_turb = wq.sel(zw_3d=32) - w.sel(zw_3d=32)*q_interpolated.sel(zw_3d=32)\n",
    "\n",
    "    wtheta_list.append(wtheta_turb)\n",
    "    wq_list.append(wq_turb)\n",
    "    theta_list.append(theta_interpolated.sel(zw_3d=32))\n",
    "    q_list.append(q_interpolated.sel(zw_3d=32))\n",
    "    print('Done!')\n",
    "    \n",
    "    #for each tower location combine the flux data        \n",
    "    wtheta_ds = xr.concat(wtheta_list, dim='time')\n",
    "    \n",
    "    wq_ds = xr.concat(wq_list, dim='time')\n",
    "    \n",
    "    theta_ds = xr.concat(theta_list, dim='time')\n",
    "    \n",
    "    q_ds = xr.concat(q_list, dim='time')\n",
    "\n",
    "    site_wtheta_list.append(wtheta_ds)\n",
    "    site_wq_list.append(wq_ds)\n",
    "    site_theta_list.append(theta_ds)\n",
    "    site_q_list.append(q_ds)\n",
    "    \n",
    "            \n",
    "    print('done!' + site)\n",
    "\n",
    "wtheta_simulated1 = xr.Dataset(data_vars={\"wtheta\": xr.concat(site_wtheta_list, pd.Index(site_name,name='tower'))})\n",
    "wq_simulated1 = xr.Dataset(data_vars={\"wq\": xr.concat(site_wq_list, pd.Index(site_name,name='tower'))})\n",
    "theta_simulated1 = xr.Dataset(data_vars={\"theta\": xr.concat(site_theta_list, pd.Index(site_name,name='tower'))})\n",
    "q_simulated1 = xr.Dataset(data_vars={\"q\": xr.concat(site_q_list, pd.Index(site_name,name='tower'))})\n",
    "'''"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "id": "162d2100",
   "metadata": {},
   "outputs": [
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       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data {\n",
       "  display: none;\n",
       "  background-color: var(--xr-background-color) !important;\n",
       "  padding-bottom: 5px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt, dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2 {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:  (time: 15, tower: 12)\n",
       "Coordinates:\n",
       "    x        (tower) float64 2.217e+03 3.981e+03 ... 8.091e+03 9.537e+03\n",
       "    y        (tower) float64 9.147e+03 9.951e+03 ... 4.161e+03 3.333e+03\n",
       "  * time     (time) timedelta64[ns] 01:00:00.600000035 ... 08:00:00.600000279\n",
       "    zw_3d    float64 32.0\n",
       "  * tower    (tower) object &#x27;nw1&#x27; &#x27;nw4&#x27; &#x27;ne1&#x27; &#x27;ne2&#x27; ... &#x27;sw4&#x27; &#x27;se2&#x27; &#x27;se3&#x27; &#x27;se6&#x27;\n",
       "Data variables:\n",
       "    wtheta   (tower, time) float64 0.001542 0.0003295 ... 0.001311 0.0205</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-c0eaa9f4-fe65-408b-9ae6-389cce38fc71' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-c0eaa9f4-fe65-408b-9ae6-389cce38fc71' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 15</li><li><span class='xr-has-index'>tower</span>: 12</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-facada00-a2f1-41e0-8efb-d830e9303a98' class='xr-section-summary-in' type='checkbox'  checked><label for='section-facada00-a2f1-41e0-8efb-d830e9303a98' class='xr-section-summary' >Coordinates: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>x</span></div><div class='xr-var-dims'>(tower)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.217e+03 3.981e+03 ... 9.537e+03</div><input id='attrs-e6759afa-2644-40f7-bd77-cbf506ca7cd4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e6759afa-2644-40f7-bd77-cbf506ca7cd4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-95ec040f-b5b6-4600-a9c6-bbe6ef245c5b' class='xr-var-data-in' type='checkbox'><label for='data-95ec040f-b5b6-4600-a9c6-bbe6ef245c5b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>meters</dd><dt><span>axis :</span></dt><dd>X</dd></dl></div><div class='xr-var-data'><pre>array([2217., 3981., 6159., 8619., 9225., 9669.,  723., 3249., 5391.,\n",
       "       6801., 8091., 9537.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>y</span></div><div class='xr-var-dims'>(tower)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>9.147e+03 9.951e+03 ... 3.333e+03</div><input id='attrs-17ec66ce-91f8-4083-93bc-deb922921a30' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-17ec66ce-91f8-4083-93bc-deb922921a30' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b94b4640-01df-4c5d-84fd-64089b204bc6' class='xr-var-data-in' type='checkbox'><label for='data-b94b4640-01df-4c5d-84fd-64089b204bc6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>meters</dd><dt><span>axis :</span></dt><dd>Y</dd></dl></div><div class='xr-var-data'><pre>array([9147., 9951., 9309., 7335., 9465., 8019., 2799., 3441., 5499.,\n",
       "       5199., 4161., 3333.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>timedelta64[ns]</div><div class='xr-var-preview xr-preview'>01:00:00.600000035 ... 08:00:00....</div><input id='attrs-472d27d0-e656-4262-976b-878e3e0093d9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-472d27d0-e656-4262-976b-878e3e0093d9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-db184b16-3775-4ae9-99c2-807c2c57710d' class='xr-var-data-in' type='checkbox'><label for='data-db184b16-3775-4ae9-99c2-807c2c57710d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>time</dd><dt><span>standard_name :</span></dt><dd>time</dd><dt><span>axis :</span></dt><dd>T</dd></dl></div><div class='xr-var-data'><pre>array([ 3600600000035,  5400600000052,  7200600000070,  9000600000087,\n",
       "       10800600000105, 12600600000122, 14400600000140, 16200600000157,\n",
       "       18000600000175, 19800600000192, 21600600000210, 23400600000227,\n",
       "       25200600000244, 27000600000262, 28800600000279], dtype=&#x27;timedelta64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>zw_3d</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>32.0</div><input id='attrs-739e0c90-d70d-4188-b4c2-f2037d2ce61a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-739e0c90-d70d-4188-b4c2-f2037d2ce61a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9fc7dd42-2620-4fe0-a3e3-ae5d287f92ef' class='xr-var-data-in' type='checkbox'><label for='data-9fc7dd42-2620-4fe0-a3e3-ae5d287f92ef' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>meters</dd><dt><span>axis :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>array(32.)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>tower</span></div><div class='xr-var-dims'>(tower)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>&#x27;nw1&#x27; &#x27;nw4&#x27; &#x27;ne1&#x27; ... &#x27;se3&#x27; &#x27;se6&#x27;</div><input id='attrs-94f90f35-d181-451e-8110-f3d67c30652b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-94f90f35-d181-451e-8110-f3d67c30652b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fc29bb17-7c77-4736-b838-a9b4ad55f87b' class='xr-var-data-in' type='checkbox'><label for='data-fc29bb17-7c77-4736-b838-a9b4ad55f87b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;nw1&#x27;, &#x27;nw4&#x27;, &#x27;ne1&#x27;, &#x27;ne2&#x27;, &#x27;ne3&#x27;, &#x27;ne4&#x27;, &#x27;sw1&#x27;, &#x27;sw3&#x27;, &#x27;sw4&#x27;, &#x27;se2&#x27;,\n",
       "       &#x27;se3&#x27;, &#x27;se6&#x27;], dtype=object)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-93bdb051-6e48-4dc2-be31-2f2554e67e5b' class='xr-section-summary-in' type='checkbox'  checked><label for='section-93bdb051-6e48-4dc2-be31-2f2554e67e5b' class='xr-section-summary' >Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>wtheta</span></div><div class='xr-var-dims'>(tower, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.001542 0.0003295 ... 0.0205</div><input id='attrs-9317ad98-2ef1-4c2d-bf4d-03c235f839a5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9317ad98-2ef1-4c2d-bf4d-03c235f839a5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8207b888-9d25-471d-945e-2eccfc94cac0' class='xr-var-data-in' type='checkbox'><label for='data-8207b888-9d25-471d-945e-2eccfc94cac0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 1.54167289e-03,  3.29466970e-04, -2.42464472e-06,\n",
       "        -3.11953241e-04,  8.77026147e-04,  1.49585298e-03,\n",
       "        -2.36941021e-04,  3.82952675e-03, -2.16371247e-03,\n",
       "        -3.08899752e-03, -4.21820111e-03,  2.14528423e-03,\n",
       "         1.03469299e-02, -1.62383098e-03,  2.06993620e-05],\n",
       "       [-2.05737261e-03, -2.48950505e-03, -8.40795341e-03,\n",
       "        -7.72558883e-03, -9.83850428e-03, -1.35273876e-02,\n",
       "        -3.56963736e-02, -2.01890971e-02, -5.25443796e-03,\n",
       "        -4.13684697e-02,  2.07850193e-03,  8.01571058e-03,\n",
       "        -7.66205417e-03, -6.55212376e-03, -2.89062886e-03],\n",
       "       [ 1.85319700e-03, -1.07200051e-03,  1.56409953e-04,\n",
       "         5.39206560e-04,  3.27288220e-04, -1.79129961e-03,\n",
       "        -2.05979567e-03, -2.51629752e-02, -2.16727450e-02,\n",
       "        -2.96325439e-02, -4.11787937e-04, -2.58046852e-03,\n",
       "         2.29075296e-03, -2.93738087e-03, -2.96533688e-04],\n",
       "       [ 4.93070442e-04,  1.05187447e-03, -5.65515974e-05,\n",
       "        -1.61493091e-03, -1.24458535e-03,  3.78704594e-04,\n",
       "         3.93454920e-03, -1.05208160e-03,  3.17499178e-03,\n",
       "         7.40708425e-03,  3.81172150e-03, -5.58291927e-03,\n",
       "        -3.23579892e-03,  1.00898644e-02, -3.55201975e-03],\n",
       "...\n",
       "       [ 4.60219578e-04,  9.31330086e-04, -5.13758158e-04,\n",
       "        -1.21033624e-04, -7.76096067e-04, -2.16464065e-03,\n",
       "         8.23922463e-04, -5.23157898e-03, -7.70134378e-03,\n",
       "        -8.34458104e-03,  1.79434419e-03, -6.94470009e-03,\n",
       "        -1.11664963e-02,  1.70797113e-02,  1.18144826e-02],\n",
       "       [ 1.15767526e-03,  2.10978632e-04, -6.48955933e-04,\n",
       "        -1.14113838e-03, -3.12836257e-04, -4.13695994e-04,\n",
       "         1.18244382e-03,  6.19922642e-03,  1.80249331e-03,\n",
       "         2.21386570e-03, -4.02783046e-03, -1.10670220e-02,\n",
       "        -5.54029697e-03,  2.39204490e-03, -1.42842128e-02],\n",
       "       [ 3.46032940e-04,  2.05691171e-04, -2.80610727e-04,\n",
       "        -5.61578989e-05,  1.22641517e-03, -4.22524383e-03,\n",
       "        -2.83301640e-03, -1.71831446e-02,  2.48133140e-03,\n",
       "         7.08635175e-04, -2.41051276e-03, -6.30574172e-03,\n",
       "        -3.36467289e-03,  1.59039931e-02, -1.72482117e-03],\n",
       "       [ 4.85143723e-05,  7.33591939e-04,  2.83873545e-04,\n",
       "         1.37626139e-03,  4.59374408e-04, -5.73406378e-03,\n",
       "        -8.44896869e-03,  3.15255140e-03,  1.17564238e-02,\n",
       "        -7.59771788e-03, -4.43075597e-03,  1.65664636e-03,\n",
       "        -4.09563603e-03,  1.31059262e-03,  2.04974914e-02]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f82e5df9-fcab-41e7-a8ae-d238a2ce4a19' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-f82e5df9-fcab-41e7-a8ae-d238a2ce4a19' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:  (time: 15, tower: 12)\n",
       "Coordinates:\n",
       "    x        (tower) float64 2.217e+03 3.981e+03 ... 8.091e+03 9.537e+03\n",
       "    y        (tower) float64 9.147e+03 9.951e+03 ... 4.161e+03 3.333e+03\n",
       "  * time     (time) timedelta64[ns] 01:00:00.600000035 ... 08:00:00.600000279\n",
       "    zw_3d    float64 32.0\n",
       "  * tower    (tower) object 'nw1' 'nw4' 'ne1' 'ne2' ... 'sw4' 'se2' 'se3' 'se6'\n",
       "Data variables:\n",
       "    wtheta   (tower, time) float64 0.001542 0.0003295 ... 0.001311 0.0205"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "wtheta_simulated1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "id": "b000edc6",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "\n",
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       "\n",
       ".xr-attrs dt {\n",
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       "\n",
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       "\n",
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       "\n",
       ".xr-icon-database,\n",
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       "  fill: currentColor;\n",
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:  (time: 72, tower: 12)\n",
       "Coordinates:\n",
       "    x        (tower) float64 2.217e+03 3.981e+03 ... 8.091e+03 9.537e+03\n",
       "    y        (tower) float64 9.147e+03 9.951e+03 ... 4.161e+03 3.333e+03\n",
       "  * time     (time) timedelta64[ns] 08:30:00.600000297 ... 1 days 20:00:00.21...\n",
       "    zw_3d    float64 32.0\n",
       "  * tower    (tower) object &#x27;nw1&#x27; &#x27;nw4&#x27; &#x27;ne1&#x27; &#x27;ne2&#x27; ... &#x27;sw4&#x27; &#x27;se2&#x27; &#x27;se3&#x27; &#x27;se6&#x27;\n",
       "Data variables:\n",
       "    wtheta   (tower, time) float64 -0.00398 -0.002288 ... 0.0007246 0.0008322</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-075ebebc-ab43-4a59-80b8-3cea74995264' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-075ebebc-ab43-4a59-80b8-3cea74995264' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 72</li><li><span class='xr-has-index'>tower</span>: 12</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-9aa07fb4-90c2-4485-beea-76beba12e132' class='xr-section-summary-in' type='checkbox'  checked><label for='section-9aa07fb4-90c2-4485-beea-76beba12e132' class='xr-section-summary' >Coordinates: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>x</span></div><div class='xr-var-dims'>(tower)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b0938a1c-4f35-48ed-a07d-e419f3400a4f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b0938a1c-4f35-48ed-a07d-e419f3400a4f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a80d4cd5-fdd4-4a18-b306-33f4385a1ecd' class='xr-var-data-in' type='checkbox'><label for='data-a80d4cd5-fdd4-4a18-b306-33f4385a1ecd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>meters</dd><dt><span>axis :</span></dt><dd>X</dd></dl></div><div class='xr-var-data'><pre>array([2217., 3981., 6159., 8619., 9225., 9669.,  723., 3249., 5391., 6801.,\n",
       "       8091., 9537.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>y</span></div><div class='xr-var-dims'>(tower)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4d506aa7-9c37-4e38-9630-7425d378cf7d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4d506aa7-9c37-4e38-9630-7425d378cf7d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-450e6639-571f-4b93-9540-30d23ff315e5' class='xr-var-data-in' type='checkbox'><label for='data-450e6639-571f-4b93-9540-30d23ff315e5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>meters</dd><dt><span>axis :</span></dt><dd>Y</dd></dl></div><div class='xr-var-data'><pre>array([9147., 9951., 9309., 7335., 9465., 8019., 2799., 3441., 5499., 5199.,\n",
       "       4161., 3333.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>timedelta64[ns]</div><div class='xr-var-preview xr-preview'>08:30:00.600000297 ... 1 days 20...</div><input id='attrs-b5f7b0fa-a81c-4d5c-8410-8e30da301c26' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b5f7b0fa-a81c-4d5c-8410-8e30da301c26' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d6591ef2-6c17-4946-b0a4-6e4539480f5a' class='xr-var-data-in' type='checkbox'><label for='data-d6591ef2-6c17-4946-b0a4-6e4539480f5a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>time</dd><dt><span>standard_name :</span></dt><dd>time</dd><dt><span>axis :</span></dt><dd>T</dd></dl></div><div class='xr-var-data'><pre>array([ 30600600000297,  32400600000314,  34200600000332,  36000600000349,\n",
       "        37800600000367,  39600549000384,  41400028000393,  43200581000396,\n",
       "        45000220000396,  46800205000397,  48600180000400,  50400316000406,\n",
       "        52200383000411,  54000158000422,  55800316000425,  57600069000434,\n",
       "        59400196000450,  61200202000462,  63000049000469,  64800071000475,\n",
       "        66600285000474,  68400027000485,  70200387000502,  72000387000520,\n",
       "        73800387000537,  75600387000555,  77400387000572,  79200387000590,\n",
       "        81000387000607,  82800387000625,  84600387000642,  86400387000659,\n",
       "        88200387000677,  90000387000694,  91800387000712,  93600387000729,\n",
       "        95400387000747,  97200387000764,  99000387000782, 100800387000799,\n",
       "       102600387000817, 104400387000802, 106200387000732, 108000387000663,\n",
       "       109800387000593, 111600387000523, 113400387000453, 115200387000383,\n",
       "       117000387000313, 118800387000243, 120600387000174, 122400387000104,\n",
       "       124200379000038, 126000403000001, 127800076999991, 129600236999990,\n",
       "       131400270999991, 133200333999991, 135000031999990, 136800314999989,\n",
       "       138600465999988, 140400513999973, 142200243999958, 144000165999932,\n",
       "       145800399999899, 147600210999831, 149400210999761, 151200210999692,\n",
       "       153000210999622, 154800210999552, 156600210999482, 158400210999412],\n",
       "      dtype=&#x27;timedelta64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>zw_3d</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-920481bf-c12f-4551-9a46-9422edd72ba0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-920481bf-c12f-4551-9a46-9422edd72ba0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7bc15af5-c242-4f46-974c-0f40f7a3fb37' class='xr-var-data-in' type='checkbox'><label for='data-7bc15af5-c242-4f46-974c-0f40f7a3fb37' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>meters</dd><dt><span>axis :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>array(32.)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>tower</span></div><div class='xr-var-dims'>(tower)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>&#x27;nw1&#x27; &#x27;nw4&#x27; &#x27;ne1&#x27; ... &#x27;se3&#x27; &#x27;se6&#x27;</div><input id='attrs-7707b0e3-8e5f-4b84-b321-9e64e8e72579' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7707b0e3-8e5f-4b84-b321-9e64e8e72579' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0ce4de93-6d69-49bc-b6c5-10caa68cb743' class='xr-var-data-in' type='checkbox'><label for='data-0ce4de93-6d69-49bc-b6c5-10caa68cb743' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;nw1&#x27;, &#x27;nw4&#x27;, &#x27;ne1&#x27;, &#x27;ne2&#x27;, &#x27;ne3&#x27;, &#x27;ne4&#x27;, &#x27;sw1&#x27;, &#x27;sw3&#x27;, &#x27;sw4&#x27;, &#x27;se2&#x27;,\n",
       "       &#x27;se3&#x27;, &#x27;se6&#x27;], dtype=object)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-dcc769bb-0e24-40b5-8c5b-52c3f48e5ba3' class='xr-section-summary-in' type='checkbox'  checked><label for='section-dcc769bb-0e24-40b5-8c5b-52c3f48e5ba3' class='xr-section-summary' >Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>wtheta</span></div><div class='xr-var-dims'>(tower, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5e0c694b-a025-4042-b299-30e957f2dc56' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5e0c694b-a025-4042-b299-30e957f2dc56' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a8529ba5-4e3b-4c32-817e-ff1fa570e1db' class='xr-var-data-in' type='checkbox'><label for='data-a8529ba5-4e3b-4c32-817e-ff1fa570e1db' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-3.979859e-03, -2.287970e-03, -1.823552e-02, ...,  1.129043e-03,\n",
       "        -7.249397e-04, -5.025688e-05],\n",
       "       [-1.852676e-02, -1.063194e-02,  8.535469e-03, ...,  6.462872e-04,\n",
       "         1.213541e-03,  4.950357e-03],\n",
       "       [ 7.170535e-03, -2.015406e-02, -1.613993e-02, ...,  8.224494e-04,\n",
       "        -1.956572e-03, -1.448551e-03],\n",
       "       ...,\n",
       "       [-9.355817e-03, -3.278338e-03, -9.821190e-03, ...,  4.450839e-04,\n",
       "        -4.277487e-04,  1.450405e-04],\n",
       "       [-1.385320e-03, -2.072331e-02,  1.293597e-02, ..., -3.427458e-05,\n",
       "         3.512514e-04, -8.083697e-05],\n",
       "       [-6.755380e-03, -2.489367e-03,  3.367695e-04, ...,  5.991494e-04,\n",
       "         7.245942e-04,  8.321922e-04]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-8ea14ce8-5ad8-4d33-9591-e2087310d502' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-8ea14ce8-5ad8-4d33-9591-e2087310d502' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:  (time: 72, tower: 12)\n",
       "Coordinates:\n",
       "    x        (tower) float64 ...\n",
       "    y        (tower) float64 ...\n",
       "  * time     (time) timedelta64[ns] 08:30:00.600000297 ... 1 days 20:00:00.21...\n",
       "    zw_3d    float64 ...\n",
       "  * tower    (tower) object 'nw1' 'nw4' 'ne1' 'ne2' ... 'sw4' 'se2' 'se3' 'se6'\n",
       "Data variables:\n",
       "    wtheta   (tower, time) float64 ..."
      ]
     },
     "execution_count": 67,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "wtheta_simulated"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "id": "59ac0a9c",
   "metadata": {},
   "outputs": [],
   "source": [
    "#update the datasets\n",
    "wtheta_simulated = xr.concat([wtheta_simulated1,wtheta_simulated], dim='time').sortby('time').isel(time=slice(8,None))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "id": "5b46def8",
   "metadata": {},
   "outputs": [],
   "source": [
    "theta_simulated = xr.concat([theta_simulated1,theta_simulated], dim='time').sortby('time').isel(time=slice(8,None))\n",
    "q_simulated = xr.concat([q_simulated1,q_simulated], dim='time').sortby('time').isel(time=slice(8,None))\n",
    "wq_simulated = xr.concat([wq_simulated1,wq_simulated], dim='time').sortby('time').isel(time=slice(8,None))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ce3da019",
   "metadata": {},
   "source": [
    "### Read in the prepared simulated data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "d72a53d7",
   "metadata": {},
   "outputs": [],
   "source": [
    "wtheta_simulated = xr.open_dataset('work/wtheta_simulated_IOP2.nc')\n",
    "wtheta_simulated.close()\n",
    "wq_simulated = xr.open_dataset('work/wq_simulated_IOP2.nc')\n",
    "wq_simulated.close()\n",
    "theta_simulated = xr.open_dataset('work/theta_simulated_IOP2.nc')\n",
    "theta_simulated.close()\n",
    "q_simulated = xr.open_dataset('work/q_simulated_IOP2.nc')\n",
    "q_simulated.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "198f0b06",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#var = theta\n",
    "#theta_simulated['time'] = pd.to_datetime('2019-08-23') + theta_simulated['time'].values\n",
    "\n",
    "fig = plt.figure(figsize=(10,5))\n",
    "ax = fig.subplots(1,1)\n",
    "for tower_name in theta_simulated.tower:\n",
    "    (theta_simulated['theta'].sel(tower=tower_name.values)-273.15).plot(ax=ax,label=str(tower_name.values),x='time')\n",
    "\n",
    "(theta_simulated['theta'].mean('tower')-273.15).plot(ax=ax,color ='black',x='time')\n",
    "\n",
    "fig.legend(loc=7,fontsize=12)\n",
    "ax.set_xlabel('Time',fontsize=18)\n",
    "ax.set_ylabel('theta simulated (C)',fontsize=18)\n",
    "#ax.set_ylim([-0.25,0.3])\n",
    "fig.legend(loc=7,fontsize=12)\n",
    "fig.tight_layout()\n",
    "fig.subplots_adjust(right=0.8)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "571d0e70",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#var = q\n",
    "#q_simulated['time'] = pd.to_datetime('2019-08-23') + q_simulated['time'].values\n",
    "\n",
    "fig = plt.figure(figsize=(10,5))\n",
    "ax = fig.subplots(1,1)\n",
    "for tower_name in q_simulated.tower:\n",
    "    (q_simulated['q'].sel(tower=tower_name.values)*1000).plot(ax=ax,label=str(tower_name.values),x='time')\n",
    "\n",
    "(q_simulated['q'].mean('tower')*1000).plot(ax=ax,color ='black',x='time')\n",
    "\n",
    "fig.legend(loc=7,fontsize=12)\n",
    "ax.set_xlabel('Time',fontsize=18)\n",
    "ax.set_ylabel('q simulated (g/Kg)',fontsize=18)\n",
    "#ax.set_ylim([-0.25,0.3])\n",
    "fig.legend(loc=7,fontsize=12)\n",
    "fig.tight_layout()\n",
    "fig.subplots_adjust(right=0.8)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "03c57ac6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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yz1rbuY7eJAALph/KIQ0FzWVlZWQ7e0hmCgzEs0R77aDZNAxSiRiBcMlZGaMgCCfvRB9tHwduBlYCvaqq/kZV1fcfuTLg2VTsyXwz8HvsOuRngPOwFzt54gRPXwN8Evgd8Dz2ioBbgPM1TVt3hoYsCIIgnGWGnsXtsQPRs7WUdjxld8kI+V3D20YGzYaeAyyaO+MMFjPNAIlBsVKgILwTHDfTrGna54DPqap6PvaiIjdjL1+dVVV1JXapxBPF8oyzRtO0OPA3xa9j7XPpKNs+ewaHJQiCILxNGIUM3lAtuUz/Gck097zyKiULF+AMhYa3xVN5XA4Zt+vQpMNMJoPb7SYYDGKZJopk0tIZx9/bhSwrmKZBPNpHDdNO+xgFQTi9xlREpWnaOk3TvqZp2kzsVQC/CVQD9wNdqqq+rKrq36qqOukMjlUQBEEQTsiyLDvT7LUbLZ3uoDnX28ueH/6IrudWHrY9nsoT8ruQpOGqQDKZDF6vF5/PvkFbEXLQ3Bkn2tdJ9cQpAEdNBty2r490VixSKwhvN+OeeaBpWpOmad/RNG0pMBH4O8AA/h3Yr6rqJlVVrz3N4xQEQRCEMbHMApZRwHzhaRyxDMZpDpoznXZpRaa17bDtdtB8eN/+I4PmCeVuWjriDPZ2UVE7CY8/QCJ6qDxjIJ7lH372Bi+sP3haxywIwqk7pem6mqa1a5r2/zRNuxK7e8YngWbspawFQRAE4awz9Cxy3sBKRHGl9NPeci7b1Q1AurX1sO3xVO6wemY4OmiujDjo6e1BL+QpqawhFCknPqKm+WBXHMuCgVgWQRDeXsbVcu54NE2LAr8ufgmCIAjCOaEXMkiGCYCiW6c905ztKmaa29qxDANJsWuY46k8lSWHz5PPZDJUVFTg9/sBKPFLuIw4yBApryZYUk5/96GM9cHuxPCxBEF4exl30Kyq6lXANOxV+aQjHraKvZwFQRAE4Zww9ENBs5zXT3tN81Cm2cznyfX24qmuBg7VNI+UyWTweDx4vV4A/G7wS3ZrukhFNcGSMpqb3sKyLCRJorXbfiyWFEGzILzdjDloVlV1Bna3jOkcHSwPsRD9jgVBEIRzyNCzw0GzlMtTOANBsyMQQE8mSbe24amuxjBMkpnCYUFzoVBA13W8Xi+yLOP1enFKOgE5CYoTfzBCMFKOoRfIJOP4gmFai5nmWCp3WscsCMKpG09N838BE4AvAAuByaN8NZ7m8QmCIAjCuBiFLJJeDJqz2dNenpHr7iaycAEA6eJkwETa7nYxWo/moSyzz+cjm81Q6sqgOyJIkkSopByA+GAflmVxsMteZjsuMs2C8LYznvKM84Hvapr24zM1GEEQBEE4VXZ5RnEBW9PESCdO27H1ZBI9mSQwpZH49h2kD9qTAePFzPDI7hlHBs1+v590Oo2PBDHDDpaDEbstXiLaj6eknkS6gEORRaZZEN6GxhM09wNi2SJBEAThbW1keQaAlU5iWSaSNP6GUfGBXvLZQ5nqoXZznuoqvBPqybQOBc3HXg1wZKa5s7MTWU/Sb9STzekES4pB82AfWZ8d3KuTStixv5+CbuB0HFooRRDOlI0bN/plWf61oijvtSzLea7Hcy5JklQwDOMZ0zTvWLRoUWrkY+MJmn+PvSLgT07n4ARBEAThdDL0DLJx6Gc5X8DQszicvmM/6Rie+NUPMZC5YPlFgF2aAeCprsY3oZ7uF17CMs1DQXPg+EFzKpVCAZJWkIPdCaZPLMHt8ZGI9pN02EHznMYyduzvJ57KUxb2jnvMgjBeDofjrWAwOKm2tlZ3uVx5WT6ljsTvWKZpks/n5Y6OjhsTicRbwNSRj48naP4H4FFVVVcAP8Lux2wcuZOmaaIjuyAIgnDO6IUMsikhOT1YhSxyTscopMcdNOcyaQZ7OwEY7O2ipKJ6uHOGp6oS34QJmNksub6+MWeadV1HRiJtBWjujDN9YgnBErtXc4eRwOt2MLkuDNgdNETQLJwlkyZNmpRXlHf3nQ1ZlvF4POakSZPy27dvP2qV6/F8lCgAO4AbgReAvcCBUb4EQRAE4Zwx9CySCc6SSlAcxbZz41/gpLejZfjPuzauAuzyDGckguL14p1Qb29rbRsOmoO+o4NmszdHfEf38AInyA50Z4iWTnvSX7CkjES0n4PdCSZWBYkE7LroWFLUNQtnz7s9YB7pWO/FeDLN3wO+CGwGXgcGT31YgiAIgnB6GXoW2TCRfX6UYAlyPn1SvZqHguZgWTVNG19n6VXvJ9fdjae6CgDfhAmA3UEjLjXidSu4nIcutplMBrfTTeejOwDwvs/u5+wNlVHvLqG5GDSHIuW07d1Jq5Rg0Yyq4Wx1TCxwIghvK+MJmu8AVmia9oEzNRhBEARBOFVGIYPTMJE9fhRM5IH4SbWd621vIRAuoVZdhPbmU7RoW8l2dRGaPQsAZyiIMxIh3dpKvKyO4IjOGZZlEWvtx5mXcIY9FGJZnDl7iQNfuIyGkhDrdtqTCoMlZaRyJoOFHBOqgoSLmea4yDQLwtvKeMozfMDzZ2oggiAIgnA6GHoWDAPZ48cZrjzpVQF7OpqpqGugpHoSvmCEHWtfJdfXP7wCIIBvQv1wecZQhtgyTLqf2UOyP47X76PutrkAyDEdALc/zKSaELFknmgiR7CknJQVBGBidZCA14ksSyLTLAinSXt7u3THHXd4ly1b5lNV1bd///6Tmuk4nietAWafzEkEQRAE4Wwx9AxSQUd2+3BEqpAKBnp2fL2a87kM0b5uKmonIckyMxct5+CebeQVhsszALwT6u3yjGQOT8TNl17YyqYV20ns7MHwS4RqSnAG3TiCboxuO3BXPD4aqkMAtHTGCUbKSBaD5glVQWRZIuRziZpmQThNZFlm+fLlxg9+8INT+iQ6nqD5S8CHVVW95VROKAiCIAhnkpFPQ6GA7PbjDFcgAXqif1zH6OtoBcuisq4BgJmLLsKyLAYiziMyzRMw0mn06CBOv4N4XucJclRcM5WCbAx3zvDUBNB7MmAaSIqLSTV20NzcFSdUzDQ7FaiI2PuHAq7hyYWC8G530UUX+e677z73Nddc41uwYIHvrrvu8qbTaW699VbfH/7wByfAqlWrHKqq+p566iknwMqVK53XXnutD6Cmpsb6y7/8y/z555+vn8o4xlPT/J9AAnhEVdV27E4ZR7acszRNu+JUBiQIgiAIJ8syDUw9D1jIHj+OUAUAemJgXMfp7WgGoKJ2Ev179hEpr6I8VEF/vht3VcXwfr5iBw3XYC8eeSIA7T6FHREHmUzmUNBcHSS5ux/JMjCRiQTdRAJuWjrjuL2NpKUIpV4DWbbrnsN+t8g0C+fMk6/vd720oXU8MeK4Xb54gn7DhY1j/mS4cuVK5f777896PB7rwx/+sPehhx5yLVy40Fy7dq1yyy23FNasWaNUV1ezbt065frrry+sW7dOmT9/vnniI4/deDLNjdhB9kHsYHkiMPmIr8bTOThBEARBGA9DzyLp9nVSdvtwhO3lqs3E+Bo+9bS34AuG8Yciw9vqvKXkXTI9A93D27zFDhrB1AC6IlGWM2kM+3i0qZ28JQ0Hze4au/zChUK+YCe7asr9dA+kkSSJFCHCzkNt8UIBF7GkyDQLwpDbb79dr6+vN8vLy63ly5ebTU1N8rJly4wtW7bIAJs3b5bvvPNOffPmzTLApk2b5PPPP/+o9UROxZg/RWia1nA6TywIgiAIp5uuZ4aX0G5K6sxw2wuFmOnx1TT3drRQUdtw2LaSpIli2T2bJ0wtdtAIh1ACAcryUdpkiOThI3Mn8q3Xm+itmHwo01zlx8LCp3hJp+3a5tKwh+aOOOlsgbThwmf1DJ8r7HcRT4lMs3Bu3HBhY348WeCzobKy0hr6s8fjobe3V1q2bFmhvb3d2dnZKe3bt0964IEH8r/85S8dPT090u7du7nwwgtPqRzjSO/OdRIFQRCEP0uGnh0Omle2p3i5PYbldEE6OeZjFPI5Bns6qKw7fEGwQk8v1a4I+7ZvIJtJASBJEkp1LWX5KAnZolSSmRjysbTCT7Skjphkd9SQXQ4yVgK/7B8OmstCHgbiWVq77YDemRsRNAfcJNIFDOO03l0WhD8rfr+fqVOn8otf/MLd0NCAx+Nh9uzZ1s9+9jN3dXX1YYH26SCCZkEQBOHPhlHIIBv2Hdmc4mZDcyuSzw+Z468IGN/4HG3//WXSB96ir7MVy7KoGBE0W5ZFtqubyVWTMXSd3VvWDD9mllcRknLkZYlSp30D9z0lDhQjzwu9OZKtbfS8+SYD+S58lpdsNothGJSGPGRyOnvbogC49X5yGTugHmpfF0+/rZJ9gvC2s2DBAnPFihXywoULDYDFixcbK1askI+sZ06n02SzWQByudzwh9fxEEGz8I71vzvb+MnGfed6GIIgvI0YI8ozsoqHnryE5AtCNodlHTvplGpaTb77AF2/+wbxFx7AiUlF7aGguTAYxczlqGqYRkXtRHauf234sXxJJYbfXiK7zFPs1ZzPUdm9j7Z0gScee5ZtP/4RsUIvHtN+PJPJUBr2ALCvPYZDBh8pEtE+wJ4ICBAXdc2CcFzLli0zMpkMS5cuNQCWL19uZDIZlixZclg984IFC3yLFy/2Adx8882eBQsW+MZ7rjM6M1IQzqTmWIq9gykOxtJMDI/7374gCH+GRk4EzCpuTMVJQvHhy+uYRh7F4T7qOZZlkes6QGDuJThC5Qy+8Qcu8UtYB7dhhS+xj9VtT/7z1FQzs/RiXnv8txzcs4OJ02aTDpaRDJUBUF4MdjOZDKF4N57G2bwxYQZXbF1FXO+llJkApFIpyopB88GuBDWlHqQ4JAb7Ka+ZSCgwtJS2qGsWhFWrVh2WFr7nnnuyQ3++5pprCpqmFYZ+njt3rqFp2lFp5NG2jZfINAvvWOmC/SHypZbeczwSQRBOJz2fon3PM1jm+Ce+G4VDmeacYgelHboL2TApJEfv1azHejGzSTx1KqWXfoTtvkZ0l4++J35M18PfQE5HyXbaS157qqpQ51+ALxjh8Qf+nWd/91P6JYlUSSUAlWF74l8mk0GWJC7etY6828PWhZeSNAZwy3YwnE6nKQ3Z4+vqTzGx2Lc5PljMNBeX0hYdNATh7UMEzcI71lDQvLZjgET+0ATZtds7ae45PDuTzhb48f9tIZoQWRtBeLuL9TXRdeAlsqmeE+98BHsioIUuOTBlBUydDuyANDfYMepz8l0HAHBVN6IXCrT3DZA47wbKrrmLbPseAuseItPeApKEu7ICt9fHR7/4ryy5/EZatG0MbPs9PVWVuA2LUORQ0Oxxu5FfepHa1k7a02GciotQud3NY2TQHEvmmVRbgsPpIhG1A/vwUE2z6NUsCG8bxw2aVVWdM56Dqar641MbjiCMXV3PNq4p7EU3LV5vtbMzlmXxb7/ZwK9e6OVffrma5s44AGu2d/H82hY27x7/RVgQhLPLNO07rYYxtoCxtTtBf8ye6GfoWWRTIq+4kEwDzD56vPYKfoVoF5ZlkT4ie5vr2g+SjKtyIv1drZimQUX9ZMKLr6Xmo/+CnE+it72Ku7wU2ekEwO3xsfSq93PHV75Hoew8UoEw4bzFprXPkM9lyGQyOAoFLMtiWfRVPpv7A93mRMI1pYBdnuHzOHE77cvwxOoQwUjZcKY56B8qzxCZZkF4uzhRpvk5VVUnj+VAxYD5r099SIJwYrlUjKubn2TOgRdQywK80tKLYVpk8wZ53WRChYumlkH+9gcv88OHN7F6m51h6h08/gx6QRDOPcuw7xyZ+tiC5u88uJ77H98BgF7IIJuQk10oRoFyvzUcNOcHu3n+8Z384F+e58CevuHn57r24yyvR3a66e1oAaCyOAnQUzuV9JzrkcwYwQlHTyT0BkIMBM8n5w4SLpi8tXElj/z0W8Sjg0jRGKVLVKabB4jIGfZKDSS92/E7TRL9MQB8HjsIn1gVJFhSPpxpdigyAa9TrAooCG8jJwqaA8BKVVWrjreTqqr/CXwOeO40jUsQjmtgzRN4zByuVD+X14YYyBbY0h0lUWzPtKDRzy/vuZKbL5nKqi3trNlu1yN2D5zyPABBEM6w8WSaLcuiuz9FV7/dN9nQM0imRVZx4zB05llBkq4gFtC5dy9rXzuALMs8s2L7cA/kfPcB3NX2gra9HS24vX6CJeXD58jXziE94MbpGCC+8dmjxhBL5Ul5XISyea778GfJphL0dLVjGjkkb9fwfkreYOWugyyZ0YPXXE1f+zqKHeqoKfcTjJSRGDwUzIcDLpFpFoS3kRMFzTcCtdiBc8loO6iq+h/A32IHzDef1tEJwiiMdILMxmdIOvwAzJDilHldvNTSS6J4gfG6ZII+F59632y+dueS4edu39836jEFQXj7MA07aDb1EweM8VSevG7SH7Mn0w91z8jJblyGycztBpYkk3N5MRL9nLe4ng/csZC+7iTrVh1ATwxiJAdxV9s3VXvaW6ionYQkScPnsPJ5YntzSP5a+p5/gEzL9sPGkMwXMGSZYCpFicPHhz53L6BQE4rhSg+yPmcH5BOUfl4/MJXm9nIkK0fLjkfwyVEcioRDkQmVlJNNJ8nn7NcS8ruHf6cJgnDuHTdo1jTtVeBDwAzgKVVVD+vrparqD4AvAM8DN2maJv53C2dcbO3jWIUcz0y8DoBCTwuXTixn90CSA332ylr+ES3Nh+qa/R4HXX1pMrnTuqqmIAin2XgyzUPB8mAii2GYxT7NBlnFg8sw8OlOvPk8cWcQD1kuvbYBdU4102ZW8spzGns2bQbgf1Yn+fovV9PX2XbYoiYA1mAUgMD89+Msqab7sX+nEO0efjxl2r9wgskE6YNt5PccQJFhptVHH0FezU4HYKp3gGTOZF1bAzv2TiBcMZtYRsYwLSzLIhix29YNTwYMuE5YnhHra6JVe+KE75MgCKfuhN0zNE17EvgEcD7wR1VVnQCqqn4f+DtgJSJgFs4SIxUjtv5pjClL2BeaioFEqmMvF04oxylLrG0ZACA8eKj2cLPWy+TaEAvUSkzL4pk3D5yr4QuCMAZDQbM5hqC5rzgB0LLgV79YSzadQtJ1sg4v7kKB2EArDWmJAWcJLj3P9h3bWb+zi06PzIZ8gZXPvwHArpifDU09RPXAUctnW4ODAHjrJ1H9ob8Hy6T7ke9i5jJk8zqmw85KB9NxMq1tHHzyKRb7W1AKOs/qSxnoPcDjb7US8lksCmTQYm4G8wZOdw3RtAsJk1SmMFwSkhjRdu5E5Rl9bevoaXkNvSDmawjCmTamlnOapv0OuBu4Eni4GDB/CXgRO2AWMxWEM8YwreFsS7SYZR6ceQ2WJBO3nOS6mwm4HCyrK0XrLU6uKSaTMzmdXc39LJheiTrJnrX+2Mt7yeZFtlkQ3q6GJgIaYyjP6I8eChYPdsTIZ9OYuTwZhw9nQefVfICatMGgqxSnofPC6t184/61rNnZxcSKAKpjANNfwQ++fA2KDJ1m/WErAcKhTLOnugpnaS2V7/8S+d422h+8h1j7QTxeezJfRDIYWLeOZKaZqlgvuUgla6NVrHrh93z5sQ3kzRyXZZoAid3xEL0DASwkIp4s/fEswZJipnnQzjSH/C7iqTymeeyVDDPJTvt7YvR2eoIgnD5j7tOsadrPgH8AbgG+iB0w36BpWva4TxSEU/TS+oN85jsvkIkOEN/wDIHZF9LnCACQNGXMQXuizeWTKijk7dukAcPO/Gzb24duWCxUK6kosfunxlN5nl3dcg5eiSAIYzGuTPOIoPmqW2fjVPLIWOQUN3pBweG2iBzYRtwVQrIscmn7knX/P17Nv33xUmqdUXoyEXxuB40lBbqsCQTC5YedwxocxBEI4AjYv3d8jfOovu0fMJKDJB/5J+ZJB/DpFoGwh1xigNIpEpJhcnDizbRuf4GOtgMYpsWOPXtxH9zL+dP8dGWCrN5hfyioDqXoj2XxB8LIiuPQUtoBN6ZpkcoWGI2h58il7QA7LYJmQRiTu+++26uqqm/37t3jXqvkRH2avzjyC8gB+4EM8CrwuSP2+buTegWCcBzdg2nSWZ2+1/+ApReIXPRB4in7Qpk0JKRcEiOboj7kI2iAJEs4igmqzVoPbpfCrMZSKoqLDkyqDvKHl/eQK4x/tTFBEM68oYmAY6lp7hlID1/I+qOp4dUAs4oHn5Hko3+xiMCuV0g57YDXL5s4FYugz4VsZPBLcTqSIda/2UKto52c5Wbr/oHDzmENRvFUH2oiZRoF0q4cnvd+CMMX5pbYU1zR/hxKjQP3xSV4BuK0O8vZMeBm95sPs+yCC/B7XGzZuQcjk+HK2QEcksnK3XEkLCZGYgzEskiyTDBSemhVwKFezceoa84kuwA7C51JtJ/4fTVNVq9eTTQaPeG+gvDnaNWqVY729nbpxHuO7kRR9r+P8tUI+IBvHONxQTitsjmDoJQhv/1FAnMuwlVWRyKTRTJ0Uqb9T7jQ2wpAad5Ccsrs9yiYeZ1NWg9zp5TjdChUltjzWM+bVs5gIsdza5rP1UsSBOE4hjPNY+jT3DuYwQsoskRvNIWkH1pCuzJoUN5YR+l5s1AkO7gMYeKS8iQSCfLd9vwGd/UUXl+5lVJTw+2weHVT22HnsAYHcVfZQXNiYD87V/+Qlp2P0t76MompPraWn8ecgY3o3U8QtNIgKWyVG3jk4QfIpaP85w9/yJJZU1nf1ExBVvClEkwKDmIBZUGd2nCKgXixY8aIXs2hEyylPVSS4fZVjCnTvGHDBt58802amppOuK8gvJ1cdNFFvvvuu899zTXX+BYsWOC76667vOl0mltvvdX3hz/8wQl2QKyqqu+pp55yAqxcudJ57bXXDjewKBQKfPvb33bde++9J11S7DjB45ed7IEF4XTJ5nWu8G4HU6fkwg8AkMznUXQDZ8UESDSR7z2IZ8IM5HQBxSGzJwDzWqN09KW4/kK7lVQ44MLpkHEoCnOmlPHYS3u5dlkDLqdyLl+eIAhHsIYzzSeuae6LZXAh4fK56I+mkUJDQbObsmAQgKqrrsCz+y0A3PkUbkWnt7eX0h47aF5608XoK3/NxAl+WnYM8uZbMp+9eRZerwfLMLCiMdy15bTseJS+9rW4PCVMXfgX+EMTeO5NjafrLSS5mrkDL4OeI924nK6dUda/+L8suehali5dynsWz+OVTTvZYxpU9PVR64/RlyqjoVyhKphma9y+exaMlNHcZI91eCnt1LEyzZ3IDg+Rytn0tKzCNHVkefTLen9/P2+++ab9vIyYNCgcX2z9067EtldPFCOekuDcS/TwkuvG3ERi5cqVyv3335/1eDzWhz/8Ye9DDz3kWrhwobl27VrllltuKaxZs0aprq5m3bp1yvXXX19Yt26dMn/+/OFeWj/5yU/c8+bNM+fPn3/St5mP+4YUW84JwjllpaIsd+8mVbsYZ2ktAOmCjsMoEK6bgt6kke89CEAyq6O4TNrdefY29QKwYHolAJIkURHx0juY5rarVP7x52+ycm0L11/YeG5emCAIoxprptmyLAYTOUoAf9BNfyyH5D9UnlFbVwdA6flLKH1rFXnZiYcUHqXAwMAAga79KKFyKifWUFmZJps2WDAxyaa2Uh77w8+5fOlMgp5pyJO9RCt3Y7YXqJp0CTVTrkZx2AFtV8aDJWXRfYsIvvci9q9dQbZkLk//xz9jWSZf/vt7Abj0ouV8+xcPszGTYml7O4oi8YHyAnPPLyEaNcik7OxysKScdDKOXsgTPkGmOZ3oxBeowReqw7IMsslufKG6Ud5Pk2effRan04nL5RJBs/COdPvtt+v19fUmwPLly82mpib5uuuuM/7t3/7NCbB582b5zjvv1P/4xz86ADZt2iR/9KMfLQC0tLTIK1asUP74xz+e0j/+M/op4kxRVTUAfBv4IBABdgDf0DTt8RM879PYC7bMAyqBNuAZ4JuapvWeyTELJ686vg2XZNBcewnnFbdldAunUUDff4CEIePvbsHMG8T1Ag6PRNLlpK2ln4oSL/WVgeFjVZb46I1mOG9qObMml/LoS3u4etkknA6RbRaEtwvTLHbPOEFNcypTIK+buJAoC3s42D04XNOcU9zUT5oIgOx00ljmI54OEZJT+CWTvq5eqrr2466ejGWZuJxpuroLLL/xTv6wbRXbu+uYuf9FOnkR17VVOBwBpiz+OL5Q/WFjGMjmwQ0Rp8y3tz1Cu97F3M2weeMaGhfeyOXvmQ/AzNlzmFjqZ1N7K4WWg8hTJyOj480GiQLk7UtQMFJsOxftJ1xif+CPjZJptiyTTKKTstpF+ILFZEKiY9Sgef369XR1dXH99dezceNGETQLJxRecl1+PFngs6GysnK4jYzH46G3t1datmxZob293dnZ2Snt27dPeuCBB/K//OUvHT09PdLu3bu58MILdYCvf/3r7rvuuksvKSk5diuaMThmTbOqqlec7EFVVb3yZJ87RiuAjwL/CFwP7ARWqKp63Qme93UgDnwNuBb4D+zFW9arqho5Y6MVTolSSKFbMn1GaHhb1gRnPkt+526Spky+9yD5wQxp08QpGxScHgZi3SxUKw9b2auixM40S5LE7Ver9MWyvLDu4Ll4WYIgHMPwioAnKM/oKy5s4gIqIl4GE/pwTXNWcVMaPvQ7Y8LsWSQVPxE5RURRGOzpptDfgbuqkaaNLyDLMBivID6Y49JFDTR1upm44O8I0EDhtT6mzfnUUQEzQLTYvnIg1UZPqp8ybwm/fuDXuD0+ll79ccqLE5BDpZVcPK2KrXv3Em9tw+v1UnBZmP0eLAvckj35MDTcq7kfp0PB63YQT+bJde3n4E/+Gj1uZ6TzmSimkcPjq0YxgsiKi/QokwH7+vpYvXo106ZNQ1VVvF6vCJqFPxt+v5+pU6fyi1/8wt3Q0IDH42H27NnWz372M3d1dfVwoL1582bpRz/6kWPp0qW+pUuX+gA++tGPen7/+9+7xnO+42Wan1VVdRV2YPmMpmnHrQEpLnpyA/YKgRdg/x477YqB8ZXALZqmrShuexl7guIPgKeP8/QFmqb1jPj5VVVVdwKvAB8HfnwmxiycGkXPkLFcxFOH2i7lUfDms3gshYQJVjZJtqOLrClR5VHIAjlvhgvUysOOVRHxMhDPUdAN5k2rYMakEh55aQ9XL52Eooy7+4wgCGeANbQioH78jqZD7eZcSFSW+cnrFkOtnQuSgmPE/2lfzQQykos6uYcyRcGMtQIWRrCc7W+soHG6h4H4VPp7k1y6sJ4Vr+xl/Z4sszqDGDuSuMvKRxkBJPUCWC6ihW6++J67ePbZZ9m7czfzLv8k82ce6vfsi5Rz0dRKfrt2P9v6egk7HORNHSNukPeFCDljmKY13Ks5Ptx2zkUsmSe9exd6tJvU7nWEF7+XTNKe+JffC63aVryLasjED58MOFSW4XK5uPLKK5EkCa/XS39//xj/JgTh7W/BggXmihUr5Ntvv90AWLx4sfHzn//ccdVVVw3XMz/77LMZwzgUxl522WXe++67Lzfe+ubjRQkLAB14HOhUVfUhVVU/r6rqDaqqvkdV1eWqqr6v2Gru/4BO4FEgDcwfzyDG6f1ADPjT0AZN0yzgQWCGqqqzjvXEIwLmIeuL349OIQhvCw4jS9qym/wPKcgOXLkM9csvImnapRXtG1djIVFTZpdjpLwmMyeFDjvWUK/m/lgWSZK4+dKp9A5m2L5PXEQE4e1irJnm/uJqgD6nQmWpPUm+kJcwkTDNwye8OZw+MjgJyVlCTgVf3l7l78mXn8TpNjEsi1jazYHWLibXhphQFeSVjW2s7ummbfpUJOXoEi7DNMi4+wjoFgumzGF+1Swe/uGvKSkrpW7udcxoKBneVwmUsLSxEkWRWdvbg8s0yVh5CrEclqOcykCKWCqHP1SCrCjEB+xyjbDfTSyVI9tud7zI7LOX/ba7ZUgUmiWMdAGPr5p0ogPLGo4TaG1tpbu7myuuuAKfz35/RKZZ+HOzbNkyI5PJsHTpUgNg+fLlRiaTYcmSJcMBcVVVlVVbWzv8BVBeXm4N/b8Yq2NmmjVN2w5crarqBcBfAzcBtzPUFPIQCbvk4Q/AzzRNW8+ZNQfYqWmaecT2rSMfH8fxLi9+336qAxPODJeZLWaa7QtoPp/DUFy4Mml8E6rJdnmBND1tTcD5TK2r4EAhT87loav9IKXhQ5+jKopt53oG01SX+Vk0oxK3S+GNbR3Mm15xDl6dIAhHGqppNo08lmUiSaPnd/qiWSQg5HNSFvYAYOQkcrIbIxmlsrKSH/zgB3zmM59BcfpIm/bKfYo7TzidIiPJJHsHqJ1ejeIJkvfm2HOwDUmSuGhmGb97pZlwuUJ5JHTUuU3L5Ofrf4vsrCZcsJjRMJ0//OEP7Ni+nRtvuwtTcTKp1ju8v6Q4cAYjzJ46ifVdPdyYyZPIm1iSgdNdSalvP/2DcUqClQQj5cT67RxPKOCifzBDNrEbgEzLDiy9QCbRictTij5ov1dOyjCNHPnMAG5fOb29vTQ3NzN9+nRUVR0eh9frpVAoUCgUcDqdp/g3JQhnx6pVq9Ijf77nnnuGb0Ndc801BU3Thm9Fz50719A07bD9j3Six4/lhBMBNU1bDaxWVVUBFgGzgArs4LkXO9jcPEoQe6aUAbtH2T4w4vExUVW1FPgRsAf4v5MZzPbtY4+1N27ceDKnOOfO9bidZpaU6aK7L8rGjRuJJeMghXFns3TGY5ieILo5CI4UAImOVhyRCkxXgLVr1w5nVVIJnYxlf+Zbv3kXhZhdyzylysWqTQdZMrGALJ90z/PT5ly/3ydLjPvs+rMet5HHvhFqsmnjOpBGD+60fQO4ZAlZMug4uBcAswA5xUW0ZR/JZJJ7772X8847D6cCMd0OrC0pS8RMkTBcBEqqKXW7wAoTDDjJ9pq88qUvEm7ph0m30J0LE4xIR437xd41bIhtp9RzJ+G8xZ7W/fz4xz+msrKS6qkX0JkxWLXvOfToeYee5PSzZFo992sH2NcaxV3tw8Ii0W8S8cK2t9YQ661Dcrjpamth48aNFLIJpFgXlifD5vwkFtDC1pceR5ebkQphPMVD792SIFAF27e8juWqZ9OmTTgcDsrLyw8be0+PHYyvW7cOj8fD29U79d+38OdtzN0zijXN64pf59rxZj+OaWakqqo+4I9AKXCxpmkn1ex6zpw5uN3uE+63ceNGFi1adDKnOKfO9bgty2LtUzn6rAAFU2HRokXs3KPBnhSeTIZp8y6lvylNuq0bj5kAwLdmNc5LrgNXkGiPxqxZsxjozXL/797g1jsWAt34I1UsWmRnX1JyG9//7UZ8ZZOZ3Tjmz1xnxLl+v0+WGPfZ9ec8bss02PTC73G6QxRyMc6bOwun++hML8CfNryJz5mntDzMJcuXcN/jTyDpJjmnh0SXveBRd3c3TU1N3Hnnnax4bhNIYDpzhKw0+ylh8ub9SPMnIW3Zz8QDWfZ6VPTOHmbdeC2T2px0x4JMDAwe9rv+9Zb1bNi7nSsmX8KGXifhgk7tlAmsXr2av/mbv6G74CMQyNOU38dfL7wTuZgp3/zW41w4rZL7gc17DrKsRkW3DCq8UyiwjtKwzKJFi0i27UTbvJqFCxeyrXMnXR32jdSVmTnMc7dRJ8dpMZO4slPIGiYeRSbR5iNQLVNd4aErLpFIJJg1axYXXHDBYe9ZKBRi9+7dTJ06laqqKt6OzsS/71wuN64klyCM5p0486mf0bPJpcXvA6M8dhhVVb3YtdoLgOs0Tdt6gqcI50heN/FKBbLY5Rl2X1Y7OPZmMzjDYYIl5cR0BxErCVh4+toJJ2JkXR5M02TPnj3s2WlnV/Y19VISdNMzcOjOzOKZVTgdMm9uPfGKWoIgnFlDPZodLj8AxnF6NffFsrgAr8+J0yHjd+rIpkHG4SHW0YrH4+G8887je9/7HpZl0Z6NAFChdyBjMVgxg8SnPs0OcyrbSxdSmFIDksRvrqzBvOFiptU5SOsukrpreOnp/vQg9298mGllk3lPzVUgSYR0i0cf/wO6rnPD+24kWXAzpcZPT6qft7oOVQvKgRIWVngI+MPs3WtfdnIUSHdDTlfQMz2YlsUG3xSizgDZdIqQ380kpZuM5GUg76PXVUd6r52FtXo99BgGeBw4CzImYeKDB3njjTdobGykouLokjOv1y4ZEXXNgjB+78SgeQcwU1XVI8c+t/j9uB8lVVX1YE8ivAC4QdO0N0//EIXTJZMt4JXy4PZjmBbprE40kQTAm8nijIQJl1aQlIO4JZ2QlCHpDlIW7yXlVAgEwmiaxv7d9kz0vU09VEQ89EYPXTB8HicLplfy5rZOLOuUWjgKgnCKTMOu0R0Kms3j9Gruj2VwmuD1uSjEc4RcBWRTJ6t4GWxvRVVVvva1r9HU1MSKFX9kIOsjI7lpSNgrAW6oms+fCuWsMpewqnwWr8+cSabMTcAs49EdT1HmiiNh0ZMOEo1GMS2Tn657EN00uHvpJ+hK2GMLSTIPPfQQc+fORfZVYyGxZFo9YU+I5/YcWiPMGSwlYGZoaFzAvv1bMU2TLDrp3jR96QCy0UdnMktTwUPPhMXEB3oI+V00OHrpyoX4/IFHiHfm0Ps7kfI6rkwIV10Ib7mP8qCbni438YFmAK644orD2m0OEUGzIJy8d2LQvAJ7QZP3HbH9DkDTNO2YkwBVVXVjl2RcBNwkVjx8+8uk0jgkE6fXvoDGU3nixV/23rSdaQ6VVhCTwwDUKFF6lBBlPS0AlFdMorW1lfa2XkrKfCTjOco8LnoHD79gLJ9XQ180w57W6Nl7cYIgHGUo0+x02l1wjpVpTmcLpLM6sm7i8TrJdsQJefI4LZ2c4qavrZUZM2bwgQ98gClTpvDt73wHw4S84sRlFtBxUtK2h7+qOcAnPc/xg8vnMCHooX92CdOD89nQsZXe3g58jjyDeS/RaJRn97zCtm6NOxd8gOpgJd1Jey5SarCT1atX87GPfQztYBSAWZMruKJxOZs7d9CTtD+0K54IAIuXLCaRzdDR0UHGoWOm8yTzYbzyIO0J+3dTvHQy3b09RJx5qpQ4/Um7i2ukvdt+f2J5pIKXxvdMwhH2EHYqRJMyDrnA8gsWEQqNXtIigmZBOHnvxKD5aeBl4H5VVT+lquplqqr+CrgQ+MrQTqqqvqKq6pFpw0eBa4B/A5Kqqi4b8TXlLI1fGIdMIg6AO2BfAGKpHImMfaHyyaC43bj9Yfod9gW2RoniaphMqM8utfB6K7AsC8WT4IrrZ9jPK5j0RjOHZZXPn1WNIku88ZYo0RCEc8kaLs+w/08fq+3cUI9mh2Xh9dlBc9CTxSMVSJgKfZ0dzJgxA4fDwVe+8hU2bdxAf+s2CsXWcbpShjufwplqpjxURsjj4q8WTUGSoMVXgd8KYhYKKLJFsuBmf0cHD239Iwtr5nBF44X2GNJ5JMvitY0vIEkSH/rQh9m5bxCvkqeyLMSVUy4ECVbuWwXA3r32B4Dr37ccAE3TMDzgl2Vy+TBOWefggN0Kz5IVtvSlCGfaAEiknRTKq3k0dCGmLOPoz5EyLWqnluGKeMhls+Rl+72rrwof8/0dmvwngmZBGL93XNBc7Ml8M/B77KW0nwHOw17s5IkTPP2G4vd7gdVHfP3TmRivcGryyeLkvuLKXvFUnlRxBS6/156UE02kyctO0paHGkeUq269mFDcvvAkDQW3M4DTl0CdXU1NfRgjkSNfMA7r+xzwuZg3rYI3t3WIEg1BOIeGejSfqKb50GqAEl6fi3R7nJAng1vSaemNY1kWM2fOBODOO++ktLySvesfA7d92ZN9tUhY5DO9+II1AFT43MwYMEg4JGTzYgDOmxUGJDbvb8OjuPjsko8Nlz0M5vIE8iaPv/4Ul1xyCX0dFq19OcKuLK+/cAA57WZJ7Txe2v8G2q5O9u6xA9XSgMKM6mo0TcP0WvgVmWwqCEBrPE5NwIM3G6Mp58QdbcawJNJpBxWzVPZGppAv8eNMJUkNHKTzyadwhD3s4iCJrP3atG07jvn+yrIsejULwkkac/eMtxNN0+LA3xS/jrXPpaNsO/f9xIRxyaUSuIBQpARIEU/mSRd0sEx8Afui2trWhsOS6TfC1DpiqHMb6Xc78ekmfaaOngkiOztJpZNMnVHJqhf3oAC9gxnCgUOdT95zXg3/75G3ONARp7Hu2JkaQRDOHPOoTPPoQXP/8GqA4HUp5HpjlITtCb4tnfZiRTNm2HeXPB4P173/Tn77y++zp2cy5R4Zb/kUvAMtYBl4i0EzQChnETgQJzm5lmg6jqNsP1BHKuXhM0s+SsR76HdDqmCQbtrJ/tYD3PPP/8CGze3oyITdOTataWPDm61UN07DUtp4fPsWQpFysKCQGOCSBQv55XPPEs3FaVRKSfe5saZCZ0pnSnmYQFs3ezzTMbr30m6UksdJ6czpzPNZ6GEvnv4EJcFODvz3CpTLu2iRYpzXMAfdSBDvP0g8euygWATNgnBy3nGZZuHdpZC2M83hMntlrXgqT8awcOp5XOEwlmXR3NxMGSG6jTDVShQAua6OcCZLv2mQ6LdvR2qaxtSZlWBBCIne6OG9zZfNqUGWEF00BOEcGpoI6BzKNB+rPKOYaXYC7ryBJetEHHYg2NrRiyRJTJ8+fXj/ee+5Aafbz69WbgVJJjBhJiVu+66SN1gLwBtvdbBmTw+R/UnKjCzd1dPZlerA6cyQyvlYVD33sDFkMNn1ytO4XW5uuP4mdh2w73DVRCQ+/49XcNGV04h36TTsXkomanDlLYsxZAdWapCrr7wS0zRZs9nu4iqloCftZ7CgUBf0orrySJaJ0b2PZr2ctOIhMKWRWXUGesiLBVS/ZwJlV1zGxkQ3PsvNvOqZhEonEAwmWfXCnmO+xyJoFoSTc8xMs6qqD5zE8SxN0/7iFMYjCIcxMnanjHBJBIfSQSyZJWdJOPNZXJEwAwMDJBIJJjOZnUaIxRTQ473I9XWE43HaKj2UGi7Kyyppampi0aLFeLxOIpkcPUdMBgwH3MyZUs6b2zr42HtnnouXKwjvesM1zc5i9ww9O+p+/bEMAY8DOWvhSOTJKwVCTvv/dGdnD5MaGoYnvQH0DKRQF13Bi6sfJ/nj/6GqfCKRFpPBaJr/+fVj/OL+37CvuZ3FS6+jdPKlTOzuI1Uzi4DvKpL+/cTjIfr6B6iuqgQgb5hkLYMta1Zy3dXvpb87T9Qy8TgsKsIugiEPl12rctEVU3nomZWsbt6Cq2YhMU8IJR3lsus/gvurX2XtWxv4+JQb8CsybdlKcENdwIteEmHSwW3IRp7WfClph4yvYRKle9dhOhRMRzXZg1vprltMtpBjmTwZEjrhhomkohpvvtRMsHz0Psxer3e4hZ4g/Dn72c9+5nryyScdzc3NXH755daPf/zjU/q0eLzyjE+Msm2o2PPIMgeruM0CRNAsnDZGxl7lzxsKEfK7GIwlMRxunLkMzkiElha7S0YlYZ7TIwAUelqR62oJHYiSrKtmaomH2bMa6Wt5hp6uA0yZUUFic8dhvZqHvGduDT9fsY2DXXEmVo8++1wQhDNnqKZZdriRZMexM83RDEGvE7J5rIEMjlKFoGKXcnR3drJw3uzD9u/uT7Bo2WXs2fA03/2PH3Pdle/jpz99kHVv7cUwTEqqGgiXVPDqs//NG8qDzF8wjw99+rPsnbgAf/kEUtEUq7e08P5r7KC5P5OnffM64vFBPnbHx2ja1kUCi9qQjs93KFh3OBVuvvo9PPv4E7zavIa53hLcmRihyQ28p7qGNVu2sOuGgwTdk2gu2EsQ1PgUYqUVNG6yGzx16hGcXgnF7UbJ9aAYATLBOpT2N9gTqsSTjFNdFqAQy+IP1SJJEAqn2LczycWXHv3eeb1eOjs7T+nvSRDeCaqqqqy77rqr8Prrryu5XO6US3SPWZ6haZo88guoArZg9zh+D3bbtwiwHHuhkE3FfQThtDFzxaA5OBQ0ZzAcbly5HM5wmO0792AaLryWi1bDXt8m39eKVFtDIGbXNVZMLqW6NE9FOMeGN/9E4/QynEBvZ/yo8y2ba9c2vrlNXFAE4VwYqmmWZSeK4sY8xkTA/liWgMuBBOg9SZxlCm50TNOiv6eTWTMP3S3KpJLEszIN9VXcdO1cHv79o3z803ey72AnN1+3lP/6zRMs/+h/8siKp9n61lYWzbucbdu28f999tO89rVPs3/vBizLYsvu7kPnz+TY+/LTBHxBrr3+Orbs7KYAlHmyh2W4AcKeEAtq5vBa81osfxh/PkFOkvno+UvJZDI8sXklFaUuEkRwoOM3BgiXVVKX7iThDJBwhch5gsSjGTxKFDkbYo8yCSwTf7ob3YqRz8UoRLPDpSaNU2CgZ/QPHEPlGWLSs/BOcdFFF/nuu+8+9zXXXONbsGCB76677vKm03bi68knn3Ree+21vgULFvhuuukm35YtW5Sh591yyy2Fm2++uRAOn555SuOZCPgDoEfTtFuO2L4aeL+qqs8C/4HdL1kQTgsrnyZrOXC7XYT8LuKJBEaVG3cuihysonvXLnyUkpcgbXnIOQLkew8i1U3A57D7mrpLPaSj6+0D6oN09TVhAYme1FHnKwt7mdlQyptbO7jtKvUsvlJBEABM065plhUnsuLCOMZEwN5ohiklPkrdDsycAb480oBJRyyNoReGJwEC7Ni0Dh0nE+tLufCjFzBxyvlc+96bCBkvcqA7xLpOkwlVQXteg1zLR277C96Xvwin08n999/PK//xNconzcdx06eHj9naO0DL6pe5bvE1dLen6M3ZwX5QSeD11h413ksnX8CGjq2kneWUFRIMZPJces3VNL78AqvefJ3bL/swaUclJcTIpkzCpbMolfN0uuoohINkEnneWr8fnzcD0QZeHPBznuKiyojSl8sRlbpwSGU4XREUh5eSkjSpRJBcVsftOfxS7/V6MU2TfD4/vDS4IIz0zJ5XXK81rzmjzSIublimv3fapaN/shvFypUrlfvvvz/r8XisD3/4w96HHnrItXDhQuMb3/iG80c/+lFu8eLFxsMPP+y6++673c8//3z6yA+vp8N4JgJeDxyvpdsTwHWnNhxBOJyUT5O13EiSZAfN6QKGw407m2VTRxQZEzVUTc5v/99OOSPke1sB0J325MGsUycxuB+AyjInO3dtxxVJQXL0/6vvOa+WAx1xOvqSZ+EVCoIwkmWMyDQ73KP2ac7kdFKZAh5Zps5vfzg2jBiSbrK31548PDJofmvLWwBMmlBNScTH33/5Ls5fNA1ZlkhmHcTjUT50hf0zgMur43H7+MpXvsKOHTv40pe/TKx7D4//v8/zmb/9AolEgqefeAI9l+W6pe9F29FFQoK6Cj+SkT4q0wywsGYOQXeADjOF09KJxmOULFzArRMa6Ojo4LWm18n63JQQJ5PoxGHp+GSLaFbC8rhI6BL7djUBUFDK6OhP0U2IKnMACZM+ox9MCyOZxxusxe2MAtDdcfQdNbHAifBOdPvtt+v19fVmeXm5tXz5crOpqUl++OGHnTfeeKO5bNkyw+Fw8PGPfzzvdDpZu3btGQn4x3NQN1B/nMfri/sIwmkjFzLkJPufVTjgJpU1cDo8eLMZtrb2oCDR4IzQ53ICkFb8pLv3gWUyYAbw6SY91iBTnSYmERTi1NdNoa29A29yAtFohkjk8Avce+bWcP/j23lzaycfuHzaWX/NgvBuNlSeIclOZMU9ap/m/pgd7DmBCpcTZ9hDLj2AZJjsLwbNQz2ak7EBDrZ1A41UlYXJxUEvpNEL9q3dTMZFRcDiovl1w8e35AxmwY1lgcPh4PbbbiPhncUzf3iIX/74Pp587BEst49QRQ3nzVnImm1dJLG4oLGUbCujBs0OxcFFE5ewZ8trLASSAz2E58zmmobJ/Gy3xouvv8qSaz+GN58lk4iRb98NQHowiqvOJK1bKOYAAJ7KCZR7dtAthamljxk1E+kpvu5CLIsvVEsquhpJmk5Xe4yJjaWHjWVofOl0mkgkchJ/S8Kfu/dOuzQ/nizw2VBZWTlcT+TxeOjt7ZXi8TjPPfec9Nhjj/mGHtN1na6urjPSHW48B30duFtV1YuPfEBV1UuAu4E3TtfABAFA1tPki0FzyO8iUwATGVcuSyqfxuEJQlwn77U//3WmDC79tyf40he+QFtvhnDWoM/SkWQve7YfBMvkiksXoygOvCWdbN508KhzVpb6mDohwtrtoq5ZEM624YmAiqOYaR4laI7aHTUchkmJJOGdEKaQHETSDbTeFE5PkJJSe1Ldnq3ryFp2kFhdEQHAKKTJJDoALy7dz6RSBUWxL4eWZZHLJzAKbmKDhyYLL5pRx7xr7ua6f/kv5GCErgN7WXDhNVhOB+3RDIYF6gS7t/SxbgtfOvkCBmX79WRifSgeD1XnzeXmee9h21tvkR7oxZnIk050km3TMJFIGwVKU3a22B+xQHdSP2cKNb4EvQ77btrU+jry+RgAhWgWX7AWy9KJlGTpbI8dNQ6fz44vRKZZeKerqqqy7rjjDmPz5s3poa9t27alb7vttjMS8I8naP4iUABeVlV1raqqD6qq+itVVdcCLxUf+9KZGKTw7uUwshQUu89yyO8CJCzdxFUoIEsmIZ8Py7DIuOy6/188vpLueIbX3lzNg4/+M66BXqKym8F+g1TCrpW0CgPMP/8SJEeebVvXjDoZZt7Ucva2RckXjLP2WgVBsGuaJUlBkmS7pnmUTHNfMdPsL5g4Ae+EEIVMAgom+/qSBMvqGYhl+PXTO9m67g2kQA0ORaI05ENxeNELGTKJTgZTAYJ4QT80vyEWi2EYOmbBTd+IeQ9zp1YAUOVr4Jrv/4prv/n/uPH6T5DMFohjIUsSEyvsUpFjBc0NJRMIltqTjfNxO2scWTCfWyfPwjQNmp5dgRwvYBpZMq07SLsiGA6Q0vZxOz1+HIUI+Cwi7gzJgsSA6ePgji2UZuOYZh/pzm68AbumuqoqQ1e7KM8Q/nzddttthRUrVihr1qxRTNMkkUjw1FNPOWOx4ofIQoF0Oo1pmhiGQTqdplAonPT5xhw0a5q2E1gI/C8wE/g49qS/mcVtizRNO/banYJwEpxGFl2xf8GHirWLZsHEgYVDNokUf/lnFYmBjiZeWruZT75nGv/4kQ/Q2tnEL7/3efqjWZqbBwiXT0QvmPR17GSGOoVYooyC0Tdc7ziSOqkU3bDYP0qWRhCEM8cyC8iKXW4lK6PXNA8FzeVGcXGS+jB6Pg2GxYHeOP6Setbu6OKpFzeT6GsjrZRTFvYiyxKK04ueT5JOdrG310UAD4l0El23P1T39vYCYBbcDPQemtdQX1OOV8kT603y3qk11C+8gErZTW9/mqxLQZ1UYo+BQ5nc0SyediEAuVgPAJH586jzOJkxdylNzzxGLpMC0yLf1UxUCoEEvpydWd9TiOB2V7Fr1y4AsvEBNuYaqZd7mFOZxln4DZkN36D7Z18ktLWVSdZOersS6PrhH/5F0Cz8uTj//PONe++9t/Ctb33LvWjRIt9VV13lW7FixXDp8fe//33PggULfL/73e/kF198UVqwYIHv+9//vudkzzeuQmlN05qBj6iqKgGV2L2ZezRNM092AIJwPC4rh+kYmWkGM29i6hYuxcQr2xfXpGmw7YWfEwn6+eqnb0Nq24X02a/x3f/+N574yl8w6SPX8dXPfI6NK/8V5Gamhr20JksIuLK8/MorzJo9C5fLNXxedZJ927OpZYAZDaUIgnB2mEYBqfj/WnG4R+2e0R/NEvK7KJdkdIeM5DCwJIOBeI5oKktNaR1rd3QxwdWOBTQPQEWJhWVZOJw+kjF7+ez+fJiZDj8YMDg4SEVFBT09PUiShMsRoL/3UKY5HA4TcmXpzQSY6fEQNxzMjqV5vi9F1NS5dnoFbW0HcbvdlJYe+3fG8skXcFD5FWbSbonpb5iE7IJ513+Ipu9+ifVbN3FBQzmYBpH6LAunlzAl18q2NVPoy4f4lVRJpieH1Hg+/Xo/a7oN3rImUmbmeL8vgccFVYurGdy6ktJoC6a5nJ7OBLUTIsNjcDqdKIoigmbhHWPVqlWHLaxwzz33DK96dO211xauvfbaUdPH99xzT/aee+45beM4qUJpTdMsTdO6NU3rEgGzcKZYpoGbPKbDztoEvfaF1CwYpLMmimTi0GUkp8KfVvyaRF8zt155PvKCm0mZPj7W0M6/ffMOsrFBfnr//9La0Y3LW4EspcHIIQXc6OkwpmkwODh42LlLQx4qS7w0tQweNS5BEM4c0ywgy3Y+Rz5Gn+a+WIaykIdyh0Ih5CLT3oHkkjnQGQUgUFpPU3M/E12d1E1Wcblc9Axm+M/fb0Z2eClk7f3mzpxJSSgCwMCAXS7R09NDSUkJZRVB+noOZZqDwSARTx4TmbXbu5ieMAjo0G2aWMC8aRW0tbVRV1eHLB/70hryBMm4/HhzCXTTQJJlAmoDkaUXUlpVx+tvvElrk10bvaurgURMJ+i3x1FR6KbSLSFn07gkmb62FGse+yce+PGXWZ+IsCFZBdJirFmX41Tno+TzhJ2DdB1xx0ySJLGUtiCchHEFzaqqBlVVvVdV1ddVVd2jquoFxe3lxe0zTnQMQRgrM1f8YOm2g2aXbH+QNAsmueLdRkcO+onx+MM/pW7aYuZNn8iDLz3Ba8nLoZDgak+GG777X1gWXHzxxaTNcmRZYu+21ygv82HIdhb7yKAZYMakUjQRNAvCWWUah8ozFIcbyzKGezcP6Y9mCbsdeBQZSr1k2trBLbO/KwpAsKyeQj6LnI8yefZiCrrJ7MYyXtrQyq4W+/eKYUpcccE8SsrtCYNDQXNvby+VlZWUVfgZGJFpliSJulJ7XJu1XqxUgbRhkvUoeN0KtaUOBgcHmTBhwglfo+UvIVBIs6F9m/3z/HkYLgfXXfV+9u/fz2BPE0kjQM8OhT07EsjyLBQJJg76mJ3rp7FHw7+vhdWP/DOD7bvJJaK0Nb3AG7ofRXLRtO5NQupyAKaXNB+zrlkEzYIwPmMOmlVVrQA2AP8ElAGNgBdA07Q+4E7gM2dgjMK7lJktXrBcfgAcpn2xMwsm+WJlkZKBb/7fDzEMg8tv/TySJKFELfqUIM31JbgTGT7kaufTX/0O6WyG+3/3HABte9dRUeIjbtmdObq7eo86vzqphL5oZri9lSAIZ56daR6qaS6WZB1R19wbzRAs/tlRFSDT3o7klmnpieJ0OoiUVeOS7U/WznAtpmlx2aJ6vviRhXRH7ZujBakEv8+Lr8yP13Ix0D9AJpMhkUhQUVFBWWWAeCxLPncoYJ9YHUSRTFq7E8gZnYxhEpdgzpRyujo7AMYUNHsj1QQLCV46sAWAVMMUAG6edwmK08EzazbT5/QxJbYFt+wi3t+DX5bJOrxomkZJWQU//N49JPtauP4T3+SiSy9j/4bH6dUlduQKtG/fib/eDsTr3J10th09N0MEzYIwfuPJNH8LqAaWAhdh1zOP9CfgitM0LkFAT9u3JCWPnWnOpxPIkomZN3B47Yvpus3reerN57ngmjuYMHEyituNNwcVVQ7KaiuI+nws6V2NWioz6fLpPPLoH2lui5JLd1Pm1WnPGZi6g9aWrqPOf6iuWWSbBeFssUwdaSjTrNgfakeWaOQKBol0nmDBJGWYeMp8dtDskjnQE6e6qgIDGbfTvrwVFHv53IqIj8sWTWDpeZMBqKyaBICz1EsAL/19/fT19dmPFTPNAAN9h7LNpSURgq4chmkiZwp0FnRimQLzp1XQ2tqK2+2moqLihK/RHSrDr6fY1d1CPJtgU8z+0D4x72Ta+VN5ckszbTmF3QvnoAfLSfcn8EsSfXqW/v5+vvrVe0gMdHLnxz+BVDKbv///vkom1k/n3ld5MptBzjlo29eEHinFl+2npyOKaRxeSSmCZkEYv/EEzTcAP9U0bRMw2oL1+4ETf8QWhDHKp+xm/Q6PffFKJaIoDgtyOqHyEAoZ/vOPP2f65GnMvOAWgj4XkseHw8rSMCGDZeZp0r1EXdVc2P8Sn7j+ciSHzK8ffQt/wIEnuYekaaLIHvqLt2ZHaqyL4HTIokRDEM4i0xiRaXbYQfPIyYBDd37CWYOenI7P7yLV1g4y7O9JUFVTg6GbGKaMLxghlrEvVxUldseImkq7HCMUsRczcZV4CeJlMDpIT4/d0aKiooKyCruuuH9E27lIJELIaZ/fg8S+gp2Fnj/dDppPVM88xBMuQwIChsKXnv0mrx/U8OdzhOQAH517MZmCwd0/+DUP//Y3vLx5D1s6BnFJBq3dbfzXf/0X3d0dXHnL33DD1ZdgmhYTpy9i4cKFNG9YQU8qR59nErs2vk6hrAHZMKhwttM3otQERNAsCCdjPEFzObD3OI+bwEm38RCEI2WTdh2ew2dfvNKJGIoCVl5n6rRBdm15hvb+br75D58hnYeAz0kOJ4qUoizYi2FYBMtV9lW/H0N2cEtykGlXzOSp5zcSTabIdG4FLPyBMAU9TSpx+IQjp0NmSl2YpuajA2pBEM4Mc0TLOWWoPEM/VJ4xtLBJxJLoyeu4ZJNsfxf5TJ7WaIqK2jpkCTK6TGllLb3FBUoqiit/OooTi71Bu1+ys8RLAA+6obN//358Ph9+v5/ScvvDen/focmAkUiEkCsLSPQYBi2mSWnITcQH0WiUiRMnjuk1BkoqAZjsKsfn9FIRaKTO4UJWXNxcm+ZbH38fM2oa2bt3H4888gjf/N73ePDnn+bJ+/+eaCzB0lv+meWTJaapKgC7Dw7y1a9+lWhPO93N63ndrKC5aSuZ8BQsYHLwAF1HlGh4vV6y2SymKebyC8JYjSdo7gKmHOfxBcDRy6sJwknKDWWavXb1YioxiNMtYxkmoUAfz726l/PnTqWxvptEKkvAK5MpuJClNA6rncG+HLOWXEI4WMmfJt2Mkkvwn0umIckSDz6yFgqDXOEzmZBxIMkm2za3HDUGdVIp+9qiFHT7wpLLpDENseCJIJwpdqa52D1jONM83F1quEdzWJHpyesY3e1ITjh4cADLgrLaOuorA+iWgr+s1q5/9rnwuO1jhsqnU16/jEDELtNQ3A5CbvuDeWtr63B5hdOlEC7xHpZpDofDhJz2WA7kdTp1nXnTKmhvbwegvr5+TK/RF7Gz3fOC9fzgvf9MMi9THwmC1YlPTuNXr+buRRfxf7d9kuf+9ChfvvHTVNc04g6UculHvsmC8+ZQKvfTMHUqNWV+mloGufXWW5lcX0/H+seIDeRoKVlAT88gpt9LpdJ11MqAQ72as9nsUeMTBGF04wmanwb+QlXVmiMfUFV1KfZCJ386XQMThKGaZncgSLx/Dx7HLhxeBbNgMlhYzMG2XpbUXUR5w3UYpkS6dy1exUM4oiBLOomEQsOM+VT6PDSHJrNXPo8pIR8fXtzAUyt3kDVyXBIIETLtC/PObc1HjWFGQwl53aS5M0Zf50F+9d0vsfq5R8/m2yAI7yqWOaJP81BN84iJgH1RO2gOuBTSWOSa94NLpqXV7nscqZnAzHo7mywHqukdzAyXZgA43SEmzbp1OJsNDPdVtiyLysrK4e1lFX76RyxwEg6HcSkmftlkTTpLzrCYP71yXPXMAI6gHTTriQG6UzkMC+pL/EhGE5Yl8fpAJVXZflwNDSxYsJi7Lvw4d3/mG1z4kX/HGZnCrJJufMEwgVAJ6qQStJYBZFnmi1/4Ozra9zDYvp1mcyrNrc0o1fX48gl62noOG8NQ0JxOp48anyAIoxtP0Px1QAc2A9/Brmu+U1XVh4HXgA7ge6d9hMK7ViGdxLAkCrlu9mz8hd16SpLRcxY793ZgWRYLZ8/HV7EUAJec4YIFMSZN8WEYFjUN56M4HFSF7Kqh/YUw9R//NrdddR4S8OorWwjIbvzFqqKurl5SycNLNNSJ9sV0q9bJU7/+EYV8lt1vrcEStzQF4YwwTf3QioBDmeYREwH7ohl8soTuceD1uUjt3YuzooTm1gEkCUJV9TSW23XMlruE3sH0cGnGsQTLwjhQAA4LfO2gOYVl2cdra45i6k7K3QX6ixPr5k0rp7W1lfr6+jHVMwMo/hCmpEAqSlvC/hBQX+JFMndTyISoTg/gM3OUzZyOK+dFkmQ8Hr343ASZvvWUVdtTiOZOLWcgnuNgV4JP/dVnKfUF6N34RzLdWfaUzCPpLUeywB3dimUemo4kVgUUhPEbzzLaXcAyYC3wKezuGR8HPgQ8D1ykaZoo/hROGyObImO5QB8AJJq2G+B0YFoS23bYK7YvWbiIRNrOQmW9KtGon0DISXQgz6zFlwHgD3vwF0wSkXIybX3U/MU/cPN7pvKnN3bQ1vsb8paBhISk5NG2H95FozzioTTk5rXX15NJJZh/4TWk4lG62w6c1fdCEN4tRk4EHK5pHjERsLcvRViWicng9TlJ7t2Hd1INB9oGqAv7cPgjuIwoAAU5QG/08EzzaNylPgKW/eH58ExzgFxWJ5c1ScSzPPabTThlD+FiicbEqiAuWScajY6p1dwQSZLJe0Io6SjtiQyKBGXJfUhk0PN1LBvcDkDdvFkYvfa5JNl+TbdeMhlXOs9+axDTMlk0wx7vxqZufD4fH7/gCvbs20ii7wBdA2E272zBkiRqXQd4fttq/u6Zr7Olc8fwUt8iaBb+XGUyGT7/+c97L7zwQt+8efN8733ve31PP/2088TPPLZxLW6iaVqrpmk3AaXYreeWARWapr1P07S2UxmIIBzJLAbNTrI4nD5S8Ri47H/vO3Y0URKOUDd10nDQPDiYZe3GeexrStLf76eksjjRJ+imJG+RLKtk389+wXmlKtd+4josJB547UWC+UcIWg48PpOdb3UeNY5SR5zOhJMrPvApllx+I7KisG/HxrP3RgjCu8jIiYCyMpRpHlGe0Z8mosj0GSYet0y2swt3TQXNHVGmVAbx+oPoCfv/cedggXRWpyLiO+45naV2Bw1FUSgpKRneXlpsO5eM6Tz64EZyOZ2Gmgp8LrvOeahrBoytP/NIhjeMOxejLZ6hyu8hu+tNkDxYnmlMznRiSjLBxgYyHQkycooSWvnOXy/niimVSMBuo4eHt/6JsrCXhpoQG3bZ5Rd3vu9G/G4vg9rTZHqyrEnMIB/wUWb18sibK2mPd7G+/S2RaRb+7Om6TlVVlfXrX/86u2nTpvTnPve5wte+9jXn/v37T2o1bBjf4iZ3qKraAKBpWlzTtPWapq0byi6rqtqgquodJzsQQThKzg6aHXIG2eHBNA2kYn/mfXv30DhhMq5SL4m0vVJguj+P7tWZtuAmamZcOHwYRzFoTpSUkevrY//PfsGiyBLed/Ucfr+hhcFYJ7MKB3C5cxzY2086eegC/dYbzyPH9pDBT8Xk+bi9PuqnzGL/9o3Dt2wFQTg9LNMAyxyxjLYTkA7LNPfFs5S4HQxmdJym/X9VKQvS3BllSnmQsvISEr0duBVjuPNNZenxM82uEi/TqOOqBZccVmJRXmlPENy2LkZr8yDv++B5hPDgdqa56aIGrl8+mdbWVjwez5jrmYcFSgjkE+wZTDLBK5PS1iEHZ+MMVwGQjVQgOZ1kO+Lo3jzJwR7mTCmnr9Oeb79gxjL+1PQ8rxxYzeKZVew80E86W6B2znQ+vPQmtq9/EdOboC1Xz/ZkOe5Clkt9c5hRPoXmaBsej51ZF0Gz8E5w0UUX+e677z73Nddc41uwYIHvrrvu8g7V4z/55JPOa6+91rdgwQLfTTfd5NuyZYsCEAwGueeee7KNjY2moijccMMNherqaoYePxmOcez7P9jlGM3HeHxpcZ9fn+xgBOEw+TQZy0WYNJLkwnC4kZ0y+WyS3t5uLlt8Ia5SH8keuzWdFFPw1BksuOhaNm48lAl2BFyU5E22AVUfuZ2+R58i4pvGJ247nz89t43vvtrBfTd6OZDzkZU62bymmuVXLqJF28obT/8vsxqXsXsPaC0DLJ1Tw5TZi3h5xa/o72qjvEa0JheE08U07Q/AQxMBJUlGVlzDfZrzBZ1EwaC8zkcqmiXktDO+Xek02bzBpIowJcEg/T0dhDyz2dsWBThhTbMj7CEgeSh1lB62PRTxojhk0kmD8y9sYM7COt5Ysw1JgvddUE1VRYBn2tqoq6tDko5c7+v4HMFSAm07yOomanwPViGLe/Ii9A47u+2dPJl8fwYzZyBXOki2RtELBXrbm/H6g9yx/A66V8X5rw0P8cHG2zE9MZ7YvJ6GUJY7l9/Mr994lH0b/4+5l36SF/vnsijcQn36IIWSibx04E1kWcblcomgWRhVx1NPu3pfenU8MeK4VVx+iV57/XX5E+9pW7lypXL//fdnPR6P9eEPf9j70EMPuRYuXGh84xvfcP7oRz/KLV682Hj44Yddd999t/v5559PD91NGdLZ2Sm1t7czY8aMk56UNJ4U9Yl+IzixezULwmkhFTKkLRcOK41uyMWgWSHWvQ+A6ROm4Ay7iRfLM1y6k/K6o2/DSopMmWx/sNw+dykdl9zCfjkMVdNZeNk8nt2yi66MhwWFfXgdPWx68Sc8/dDPeO7hn1NWXc+HPvZRFFlCO2gvcjJ51gKQJFGiIQinmWnak91GdrZQHO7hFQG7i72Gq2pCZNIFpEQUT001bzXZcwwmVpfhlQwK+SylIfdwq8iKkuOXZ8gOGWfIQ37w8ABSliVq6sOUVDi56n2zKMSyuNP2ZTMajRKPx8ddzzzEEyrHbeZxGTkq2zehhMpx1apYBXCWljHjyuVkO+yEgLc+BJZFfLCXnvYWKuoacCoO/u49d1HpL+P3e3+LZ86bPHbwN/zH3kcpd7u4acll7H7+KWRfGm/YS8L0YEb3MzFcR07P0ZXqFQucCO8ot99+u15fX2+Wl5dby5cvN5uamuSHH37YeeONN5rLli0zHA4HH//4x/NOp5O1a9ceFvDncjm+8IUveK+++mpz1qxZJ903dryfIka9H62qagS4Hji6IFQQTpKiZ8gSATNNMu3EcLiRXDKx7j0AzJ46A0mRSaYLOBUJ2ZBobKwa9VgTXE4clslT+7uhodg10biCCTfVs+HFj/DHVj+fmT7ADJ+HDfGJ7Nm+AafLw3Uf/1uCAT+T68I0NdtBsy8QorZhOvt3bGTplTfTM5Dmp4+9xV++/zxqigsiCIIwfpZhZ5qHJgICxUyz/cG4Y5/dVq5yQpgtqw9iZXoJTJvK1h1vAlBbXYmZs7PPFSUBtM4oDkUmEnCf8NzOEi+FwaMDyI9/dhlbtmxGccgkD0bxYx8rGo1iFHu2n0zQ7C+pIAlUZnpwtu8gsPR9OEJ2Zmz+D+/DFfHS/exuFK8Df52dAR/o6WCgp52GGfMACLj8fP3yL7G1axdPr2qlvSvLN/7iYjL71vD31/4lL+zexEs/+ldefO4Z2n/3BtX6INt32+NvibaJoFk4ptrrr8uPJwt8NlRWVg7HoB6Ph97eXikej/Pcc89Jjz322PAnY13X6erqGk4KG4bB3Xff7XU4HNZ3vvOdU2pMftygWVXVfwbuLf5oAb9VVfW3x3nKD05lMIIwkmJkKEgejEKGeBI70+yQiXbtJVxaSUW5XUOYSOdRZDAtnTlTGkY9VrnfzZe60zhnlNO1oQ3nLCfN+58lNqWGVydP5w9r3uCiWVczWz9Im9LILt/76TF0/rqkHIAZE0t4Yf1BDkZTlPndTJm9kFVPPkx/Tyf//r972dU8wJtbO7j18mln6+0RhD87Q+UZh2WaFTvTbFkWHbuLvZjLin2YEwMEpi5j37O/J+x34w1HiCftOubaqhLYGaUi4kWWT1w64a7wMbgxip7M4wi4hrc7ncrw8zMHY7j9HvySn2g0SjQaPbl6ZsAfKScJLO1bB6ZBYPZFGDk7oNXjOVwRL5n2BJ7aEJEyOxlwYMcmLNOksm7S8HEinhAXNywl113Nj7ZsgWwYZ8BFKB/h7i/8Hd+69x/579/8jo/UuQl3Z1j18naYXkrzoB00iz7NwjtZVVWVdccdd5hf+cpXcqM9bpomX/jCF7yDg4PSgw8+mHa7T/wB+nhOVJ6xBbtG+TfY5RmvF38e+fUg8BPseuevntJoBKHILORQLANd8WDoGRKJHLrDiyRLxLr3UFHTiDdUnNmeLqCYFrlAgsriogFHcgTdEM9hvNVNfW2YhVeez4yAhznKHtQrrmXf7p2s6lHIeCo5P7CWCQ6LnoQ03JlDbSglmzf45gs7eKypncbZiwB4YMUGdjUP4HYp7DjQf3beHEH4M2UaQzXNh/I5ssONYeRI7R2gp8deaMTnsh93mnkCU6fS3t7N5IowOcVDbqALXyBEVUUY4ITt5oaE5lWDZRHd1DHq45ZlkT4YxTcxQjgcJhqN0tbWRn19/bjrmQGcIft31bRBDWfFBFyVk3CEDgXNRrpAYTCDpzaENxDC6XKzf9dm+zXVNRx1vIXDred6cFeEkGQHNy5aSsOiC/jl97+Na6o9OXqGswNPpoHmqAiahXe+2267rbBixQplzZo1immaJBIJnnrqKWcsZpdyfeUrX/G0tLRI999/f3qozeKpOG6mWdO0P1Fc5U9V1UnAtzRNe/GUzyoIJ2Bm7V/khsOe4Z1K5cBVSnqgj0yin9Kaa/BH7JntsWQO2QBXuXHMi5cj6MbSTQw9T+S9dja4/sr3s2fLL7hs9nTWKgpbNm7hgqkfYG7+VeblnmclV3CwK8HsxjJmTLLbUKUHsmztifGxORMxS+fw2m6DK5dMQpJg9bZOTNMaU1ZLEISjDWeajyjPKOQS9L16gKRLxudxgG7fpXVYeZS6CRxs7eaaWfVkFTfpvnZKq+ooC9u/O8pPMAlwiCviJTCtnNhbnZQsrUdxH355zPdnMFIFvBPDRNoi7Nmzh0KhwIIFC07qtTqC9u8UCYvA7IuRJAlHsYykEM+R6SzWM9cFkSSJUGkl/V2tuL1+gpGjkwNlYS+NtWE2NnVz6dwKcp0xlK4Yd/3zt7n31mv47k9/x7fOdzJbb2NHejIt0a1cEJotyjOEd7Tzzz/fuPfeewvf+ta33O3t7bjdbubMmWNdeOGFhQMHDshPPvmk7HQ6ueiii4Yj5q9+9av6Rz7ykZMqPRlzTbOmaZedzAkE4WQM1SUain3hs3Qdye+jb+9OACJVUwmUhQCIxrM4gLJRJgEOGcrguMp9+CZFAPCX2rc45ziiTDj/ItZu3sjNN9zEoiW3UbP211zp1mjunMfsxjKqSn243Ar5eI5YTmdXV4w10an4SfDRK+rZciDDynUHae1JMKk6dCbeEkH4s2cao08EzAx0UYhm0ct9hDDJFO8ABcvD7GpuI5nMMrM6Qk7xkOhqYcKCCygP28HyWDPNACVL6kju7iO+tYuSJfWHPZY5GAXANzFCJBmhULAD/Pr6+iMPMyayy4vk9mHl0gRm21lg2SGj+F3o8SyWboIs4a6ykwPhsgr6u1qprGs4ZnJg0cxKHnt5L8r1M2FtDGkgzcVXXcL8D3+KR377cy6rvIHLa0wKcUhkoshlCrquUygUcDpPac0HQTijVq1addgtkXvuuWe4Nvnaa68tXHvttYUjnxMOh01N007rrZSTavCsqmpAVdV6VVUnHvl1OgcnvHuZWfs2rOm0g11LzyM7vfRpO5AkmWDFFPzldnAaT+VxINEwufyYx3MVL5wliw+1hlIcLjz+SuoiMdTLbyAej7Jp51tUnX81vVY9l3nfornNLrnIGyZKyAUxu7byp4+8RaYgcZ5jAx173mJ2o5352blflGgIwsmyRsk0S6YDPZfF11hCTpHwe52kU3bQHJlUx5q1dheb2dVB8oobI5umtLKWqjIfE6oCzGkcvWRrNJ6aIN4JYaKbOrCMw5tBpQ9GcYTdOMMeIpGIvf9J1jMPcUaq8EyYiTNyaBVCZ8hNIZ4j2xHHXelHdtqdf8Kl9j4VI+qZj7RoRhWmabFzMItlmUhdUWqjvZz3gTupb5zCvz66BqOQp9yIYlmQtOwss8g2C8LYjCtoVlX1NlVVtwMxoAU4MMqXIJwyM2tnmi2HPSFHNvKYiot+bRvllROwHH58IT+WZZHJG0hyganH6ZnsrvAz8RMLCc6uPGy7L1SHv9LFkto6vOEI6zaso29fF4FFN+CRc3i3rWWwP8W23jhKyEU2bZDd3cPBliifet8cGqr97NuxkeoyHyVBNzsPiJXkBeFkDfdpVg7dBM335LBknYpLJ5PKFPB7nCR7owCUTp3Ili0bkCSYVRVAL2aoS6vq8Lgc/PT/u4L50yuPOs/xlCypQ0/kSTT1HtpoWWRaY/gmRgCGg+aTrWceUnXLF6m8+e8O2+YIuSkMZsl2JfHWHbprFSq1g/PKUeqZh8yYVILf42Cj1oPD78QVmkDXt75HiSLzwf/v67R39/GTV5qYrPRh5T3E9AQggmZBGKvxrAh4M/A77JKO/8KeGPgw8AhQADYB3zj9QxTejYxi0GwWL4JmPk9BctCzt4m6uqkUTBmPx0Mmp2MBpjvNxEjtcY/pLvcddYHzhycBOSqMDqZcdj07d+5k9/YmZl1zORk5wFRlN//9n6/z2p5u/GF7LLG2PO5yD1WhFI2zF9FxQCObTjKrsUxMBhSEU2Ae0XIu15Mk350HRcdZ4rWDZq+TWEcvkmVSMmMqu3ZsZUJNhIDbiS4Vg+bK4/8uOB7f5BJc5T4G17cPr/opJyzMnDEcNJeUlOBwOJg8efIpvFpwltbiCB2eCXeG3OiJHJZu4qk9FDRPmDqL6klTqWuccczjKYrMfLWSjU09lF00GYe/nPLFn6Cqowu9ajJTZl3EL17fgzW4j4BRQU/e/n0lgmZBGJvxZJq/DOwC5nOoDd0DmqbdBiwGpmN32xCEUzaUac4U75DqukV//wCZRIz6mslYyOimRGeXnSlRAnkCrvH3SC6vOx+PvxK1Mc60K9+HYRg89tQfkWSFVP1Sap3thP15mqJJyuQkEhbhoJvwrFKeXL8VOVCBZVkc2LWZWZNL6R3M0DMoZqMLwskYubiJZVn0vnwAWbHvNllmgVRWtzPNfVEcZp5A42T27WlCLZZm6ZKCNxDC6w+e9BgkSaJkST35vjTpA3Zvdseg3Y/ZO9HuyOHxeLjrrruYO3fuSZ/nWIbmXwB4ag+9jkh5NR/47D+c8LUtnlHJQDzLQJmX5FI3voZyGuUKMi4P9y5ZjGVZbNqxhUi+go6MnU0XQbMgjM14gubzgAc1TctyaOU/BUDTtO3AL4Cvnd7hCe9WQ0Fzuriil65btB3YD8DE4u3JRLrA/mINcbji5JaSlxUnk2Z/iHJnisa6cionT+Pp15/DLBj4516GLFnMaOjCcsj4ou0srLb47HtnEHA5yIZrWLV6PZa3kleefAErareJFCUagnByRi5uktrbT6Y1RqDBLq8w9NxwpjkVTeGWTZKZDD1dnUyfaAfNBfPUssxDgjPKcQRdDK5vB8AxaOIq8+HwH+rf7PMdfefqdHCE7MnPjqAbZ3D8PWUXzrB7Om/Y1Y3llam9dRZR2b7Uey78AA1VJRzs7kZOuGhPdwEiaBaEsRpP0KwAQ/eeh/6HhUc8rgFzTsegBMHIJMlbCgWjQMGQwYK2A/tQFAf1NfaKfvFUjpbijPa6upPvWBGITKIQmcZkdydTrr6JA+0trHtpNROnT2FPoYpQ21o8koU/HcXRZ/DS/21Hak8SdYUwdS95XwUFM8aWVzQUYNXag5jmqItnCoJwHEM1zZal0PdKM64yH/6Jdi1voZAlk9PxuRUy6Twej8LWrVsBUCfZK+blC4XTEjRLikxkUR2Z1hiZ9jhKzMQ3KXziJ54GzmKm2XOSv9NKQx4a68JsbOoB4Jk3m/nTji7cSHTV+pk5oZ5dnTE88RR5SQdJBM2CMFbjCZrbgEkAmqZlgB7ssowhKpA6fUMT3s0K6SRpywVmFtOyJwV1HdhDXcNU3C47uxNP5TnYbt8+bagcffnssWqYfj0lVitTLn0viqLwq//5FUGfi+3KTEK5QWZHmwiHgnzir6/go59Zys0XTsVyylx354cpLYmgh+qpndZDxF1g274ufvKDx9m4dje6rp/aGyEI7yJDQXPmQIJCLEv5JQ0oxQ46yZRd9uTWMxQsB76Qly1btgCg1heDZr1AaWXdaRlL+LwqZLdC9zO7kUzwFuuZzzRn2IPsVvA3lpz0MRbNqGRX8wD7OrP89+PbWTKrivNqIhx0S0yvbaArnkFJdIEEDqdDBM2CMEbjCZrfBK4c8fPjwOdVVb1XVdV/AT4HvHL6hia8mxXSSTKmC69TR0LBRKJnv8aUKTORFfvCGo3nGBy0WzVOrag5pfNVh2vZpg8SDnmZfv75/N9Tj5LP5+mvn09OdjG1Yx1TpkyhflIJU9QKlk6pRJEkdkUz3PqBDyBnBwGdUl+ajKWQYj+vvP4EP7rvp2Szo67uKQjCEUxDR5IUjKTdUs5TG0JxDAXN9v91ZXCAguImUBpi8+bNBII+QoHg8PNLq0490wwguxyE59VQiGaxAG/92ck0yy6FyX+1lODMk29lt3im3Xrud6/2URr28ne3L0QtCxDL6TSo8wFI9uzDhRvTITLNgjBW4wmafwq8oqrqUKf4f8AuyfgX7ImB+7AnC55xxT7RP1JVtVNV1YyqqhtUVb1xDM+7UFXVB1RV3aKqakFVVXEP/W3KyKbIWC78Lh3JkohmDArpFNMmz0Z22EFzW0ecQvFvcOop3pKVJImSkslEjG4ar34/g8kYTz/1NFZFkJ2RWUzMdtA44VAGy+tUmFYaYFtPjIDPT9iIMzGs8MnbrgNg3tKrqamchkWBrZv3nNLYBOHdwjILyIoTPZlHcsjIbgVZsYPmRKoY2PV1oStuAhVhNm/eQkNDFQXdvpSZun5ayjOGRBbWIikSZlBC8Yx5LbBTJjvkU6qXVieW4PfanUT+/o7FBH0u1FL7g0X5BRcDEOtpprowlbyki6BZEMZozEGzpmnrNU27p1iagaZpvZqmzcfupjEXmKdpWusZGeXRVgAfBf4RuB7YCaxQVfW6EzzvCuBSYC+i08fbmplNkrFchH06um5xsMdeUnbmxJmYko4kQWd3Ah2QZAOf23PK55xe3khnupmqRZcQiQT5xj/+E+2DXexwTMaBSSTefNj+cytCdCSzbPz5/Sh9MXr372baxAgORaI7DtffeCkA2i7RvlwQxsI0CkiyAyOdR/E5kSQJpRg0JzN2ptnq7ECXXTg9Cjt37mDalAoMQ8JEwqXY3TNOF0fARdV7p5Od8s5aLU9RZP7qlvP44IVlTJtgl3lU+d2EXA4S9Q1URfx09nTg7ouQsjKk06Ljj/Dn6a/+6q+8y5Yt882fP9932WWX+R544AHXiZ91bCe1IuBImqZt1TRth6Zp5on3PnXFwPhK4NOapt2vadpLwJ3AauAHJ3j6NzVNa9Q07QPAG2d4qMIpMIuZ5oC7QD6v09LRg8PtYVJJHYal43PJ9PanKMgGrlOPlwGYXtZI2mxGlmXe9xe3s2OPxsOfuYVXn3qcqBQgtfXlw/Y/r9K+Xbu1ox9P3iSejOJ2yEypj7DzwADhcAhFdtPT0y0mBgrCGJhmAVm2M82OQHFho+ICR6mMXbKhd3YA0NvXSi6XY8aUciQdcoqHkvDpX8I+OKMCo+TkuvOcS5csrGdG/aElxCVJYnrZ/8/eWcfJUd///zkz63J77i7Zy91FLu6GS3AJDnVooUJb2tIvNX6UtlSgLkAprkESSAgRQtz9speznO+er9vM/P7YJBCiFy6EwD4fj33kdmfmM++Z7Oy85v15i4V9A37seWnUd/ag9kYICWF8/ng6UpzPJ3fddVd4+fLl/m3btvn/+te/hv75z39qNm7ceMoX9CcWzWeAK4l1JHzj4AcOh0MFngLK7XZ7xbE2/LSEfZxPjhLy4Vd1GKUQ4UCYxuZ2UkrL0RObsjQbJAa8IUJiBLNhaG5oJckFIEUwBd2kz7iJe//5R3JHjWPZGy9zxZ8XseyD1YS7mj+08f1lWAf66Bo3mbSCEhRU3H3dVBalsK+ln3BEJiUlDUXw09rUNyQ2xonzeUZRooiSFtkXQTpQ3u2Qp9kfE81tuenobJ2s27QUgBFlaYgyBCU96UnJZ8bwswR7spX+YITiglzquzyY/L1EUQgGQ4caucSJ81lk+vTppkcffVR/wQUXmKqrq01f/epXjQdnSBYsWKC98MILTdXV1abLL7/ctG3btkOiYMSIEbLRGHt4FARBFQSBpqamU9a+xwzSstvtDacwnupwOEpO1ZiTpArYcxQBvOOjy0+zDXFOI6qqoJGDBFQdmZoIHo+P5tY27JdMRZJj1SgsRg1dAwGiWpV089C4mvUaHYWJedDVTbexFG3aRL56Xzamnak88rdl3PrkKp5xXMLP//kEZe4ojf9+gpIrb2J3UiEXlVfBxhY6dm6lomgkr63YR8Oy1xkb2MK7Ugo7t+0nvzh+Q48T53io8gFPsy+MMS82kyMeSAT0BWO5DKFEPZLgZdv2jWg0Gorzkok6ggQlA+mpp54890VgWLIFgNSKMSgLVuHtqUcsyAZVJRQKYTAM0bRdnLOeDasadTs2tZ7WQP6R43KjE6YVhU92/SVLlkiPP/540GAwqNdff73x2Wef1Y0ZM0b+5S9/qX3sscdC48aNk59//nnd3XffrX/33Xf9B8Xy97//fcPixYvFcDhMSUkJF1xwQeRUbT7eCWkGPouPnilA7VE+7/3I8k+NXbt2nfS6mzdvPo2WnD4+TbudoR4yBBNJgF/Vo5O8NDR1EYlESCurQDwgmtVIiAggAxpVPqqNp2J3omKmJ7AfkkqJiCKiM0CapZrnfpnBy2+u4d+LdzFjzGTmFZVxy/QZZBdls82r4jDFmis41q4iZaqJ28wr0W3aD0CZJsSeXXVk5MsnldwT/558usTt/nT5uN2qqn54XQz0gKqgCUZxDnTRsrn/wFoirq5+wITVG6TbPwqP20tGTi4ajQTI+CQzgQHPaTsvn4fzrapgFkG2TwIeo6erkaxQBQghNm7ciMlkOnOGfoyz9XzHOX3ccMMN0dzcXAVg6tSpyt69e0WHwyFedtllyqRJk2SAW265Jfzkk09q1q9fr5k1a1YU4JFHHgk+/PDDrF27VrN27VpJrx9806CDHFM0OxyOWac86unneGL+UxX6VVVVnMx/wObNmxk7duynYNHQ8mna3djXwm/e/Q9fLrqYJCCgaNFpZPbtj7V6TR1WiSaiQhQSrRZaetwoqkRxbjZjx44eEruDzQovtb6GNuRHNJqR/E5S1QrcG8Pcbq/guvJsfrNqH8+s38s73S5+UlGOWDKFHr+VVCkTra+Lgt0vkqnvZIt5OlNyQpTVbqJW7iU74zyy8xKPu//49+TTJW73p8vH7fZHAtyz8AEuHjaHqyouYu/6tQhoQA0Sat5L1UVfxWDSs23ZGyDqkAQZszWRLp/K/uZGikeWA6BTZPokLTNmzMY0hImAx7L7bOFodjt2NbNaFTDrtTidzQz3J6OaOygpKSE7e+gqj3wSTsf5DoVCg3JyfdGZMK0oPBgv8KdBenr6IX1nMBjo6uoS3G43ixcvFl599dVDT3zRaJTOzs7DQjA0Gg3Tp0+Pvv7665rHH39cf9ddd51SLdhPr4bO0NHD0b3JB+e+4z2Mz1La3LGWrivrllMGBFQ9Okmhua0HnU5PQmYOUncv+GNf3CiArCHB/ImSYQ9jWEoxQU2EbFcdaTm5BFSFVEMaevs57HZ5GW2K8NjcUdwxroDfLWvk3nu/R3J6Du233MWvkqyY1VqUUCIb8m7lDYfEpbeMxV+7iZG6XdTsnHlC0RwnzheJloF23CEvL+x8E42ooVSJIKFDUBpJ9i9nw8taSmfMRhC1DPT50IgmzOm5eOp66enpYUp+MigK1uAADnMxRrP1TB/SZ55RGTZWNHdTnJtGs9OJPqolCPR5+snmsyGa48Q5WTIyMtRbb71V+cEPfnBSIjgajQrNzc0nXvEYnI2JgLuB4Xa7/eO2jzjwb/xR8iylyxfr0i6HBgAICTokUaXV2Ud6RhYGVYADIXdenzf2hypgNQ2daE41JaMz67F4ewjW7iA9PR3neAGfFKAq6woSJt5NtGo0FRW5PHPjOJ64dQqpop8Fv7+fBRtepkuTRPuYL2EorsQfjNIRMtKfXkkh7bRu3x5PtokT5yO0uZ0AVKSV8cz21/AE3QiKBMTuf77693ntX7/G3dfLQDCMRlDode5goPctAEamapF8YUQUuk0Zn6i28RcFe7IVvSSSnV9AbWc/JjUW3tnW03GGLYsTZ/DMmzcvMn/+fGndunWSoih4PB4WLlyoHRgYwOl0Ci+++KLW7XYTjUZZvHixdvny5cLkyZPlU93fSXuaTzIx8NNIBJwPfBmYy0cqaAC3Ag6HwxFPAjxL6fL1YNVbMPXHyh8pUkwMd7j6KRo+FoOsEtXFRKfP4+eggraahq6GqiAIFGbmozZ7QIXcwjyebnsDyZLAt73nEGjUIGqm4Sn24c4wEC3K52+Vk7j/X8/x0JK91Fz9ECavETkQewD43bu7ubXqfMLLaigLrcTVeREZWUM/fRwnztlIu8eJRtTwk5l386c1/8HnrUOM+khSDyT8ikmcP+8ruNtfJyJr0YgKREN0dMXEdklhCpIn1pgjlF56xo7jbEIriVSmJdA5bDSB5Wvp76uDRDPO/q4zbVqcOINmwoQJ8gMPPBB58MEH9W1tbej1eqqqqtRp06ZFAF566SXtww8/rFVVlfT0dL7zne9EL7/88tOSCPhxjpYYqAGKgGxiDUPaTtWQQfA2sBx43G63pwCNxOo0TwMuP7iS3W5fAcx0OBzCRz5LA2YeeFt64LNrDrxvcjgcm0679XGOicvbzcj9KpGBBJCcRCQNXl+Ifo+f1Nwi9DJENQqiVkIX+tC7bBlCTzOAPb2E7dImDLKWzf49hKIhEnwjec8kclkUdMYk0rOnQ+cKHAR5R5/LdT95kq1fvxznHx7m6jkzaKy+FJ9JS5fTS92IAsyaPEbRSNMHy8m47vITGxEnzheAdo+TLEsaOknLd6Z8hU1Lf0q3u58kNfYgnCr14fEloQnIhGUNOkklJf9K2ntXUVhYhJpvwtMcJaxLwl467AwfzdnDqHQb75dPAP5Oc+decgvH0TsQL4sZ57PLBx98cFgHnp/85CfBg39feOGFkQsvvPAIIWyz2dRXX311SDv3nLRoPl5ioN1uv4FYY5FvDIFNJ7JDtdvtVwAPHXglEisxd5XD4XjrBJtXAi9/7LOD758Cbh8yQ+MMGrWhhXHLGtFlSZAHAVQa9sdC1JMKSjAoKkE1TEgJo1M1QKzq4FCGZ0Asrnmddg0GjY4NfTu5efSV1IZS2NHUwz0/OhdBElCVSvr7t3ORrOVfmfuZMP4Cvn/Xt3nosd9xTkEOrVIrIUGLKCus6/JTqM+jRO7CWPcWqnwJgnQ2phPEiTO0tLs7ybVlAaCTtBglLVHBgkw/IqAXQ+zcuINCQx9BRUOiUSIYiNLmrGd49XC6hArG+Vbhyyjn4pLMM3swZxEj0hIwF5WjkURaOusoUifh6Y+30o4T50QMyZ3b4XA8b7fbpxMTzpcOxZgn2J8b+NaB17HWmXWUz1YA8aC3zyCKqhDtiXk6ZJ0WVZURowr1TbEwB1vhMAyKSrvbSVRVD/viDmV4BkBRUh6tyb00y92UpRZx6bBzebWtjve3thKIyJg1WgRJS1L+hYRrn2eS3sZ/dzzHgz//Pi+88AKPvb+Et++4hb/ulnD2BvD5IvjzymloDzLSvYHODxaSNSvubY7zxSaqyDi9XUzIHX3oM0WJkCIlo6gdyCpIAkQ665BzIBSVsJp19PX109XdxsicC+iKlmKJLia/qhoxHs980lj1WkqSDBSkJ9PibMcgaHH7okQVGY149nU/jBPn02IoEwG3ATOGcLw4XyD6g25MvtjsirvQTggdBlGmvsGFVpIwZudjlES63D3oROPHRPPQepq1kpa8tBxkA3xzwq2IokjBgTjk5k7PofWW1xio605khkUCOcR/d77CPfNupHOgm7/++c/cc/1oADQ9ITqMqTSKCXRGMvGufxUleHra1v7v7T088ky8vmmczz4uXzeyqpBjjXmIVUUGVUENC6hqkAE0RDV6UjVdBI1phKIabBYjDY21sdrOeVWM8G0HwJhrP5OHclYyKsNGVk4eDZ3diLKESdHR3P9pRFjGiXP2MpSieTQH58vjxBkkXb4eLH6FkKghzSoREgxorVoaWnrISkwgrNehCCEEGcxSAiaDFp0m9vUd6phmgC+NncdPZnyL7ITYDb0gMyaamzrdAARDUd5e3USnMhHUKLdnlVLTuYuCCWaunj2N/65YxM737kevidLb2IuMQGdCFo2WKYhRH31rXhtymxVF5d31+1m9o51INH4pxvls036gxGR2QgYQa6ENoIYANUhEkujT6MiQOugTE1ERSLSZqemJ5aSnFaQyxr8TJA269IIzcgxnM2OyM0guHEa3N4SnrwuNoLIyntYTJ85xGUz1jGN5kZOBc4GvAkOvBOJ8ITgomt1aE/naCC50mPUC+9v6yMvLISqJ9EZ7sKBDjWpIy7SS0OfFF4yg1Qx95cSipLzD3qcnGTHqJZo7YqJ5yYZmvIEIF0ybhCUUwLl/JfckWgA3d901mhVbt/Gbx95j1o2TcXoTSJUVupNykIw+WnYWIG1fQcqcW4bU5vq2fga8sVr0+zvclMZrQsf5DNPuiVXAyLYeFM2xmSYhIiAQRjQY8Tu9pFmjeL0xQR3R6Wjy7sdgScBo2oO+I4iYmoEQDykYNFlWE8nDhgPQ1lZLXmo127c2I0+UkeLnM06cozIYtbGCWNWKj79eA+468PfdQ2xfnC8ILl8PFr+MRzKjU0L4FS1qxIOzy40tJ3ZT9apuRFkg6FdIS7eQYNGfFi/z0RAEgfzMBPZ3epBlhTdW1jO8MJnywmSySs4jPX8ayYXnsNgVonmHhvsvuZedNU107FmOP6KhaVsXqiDSZNTgjGSi+PuJunuG1MZNNa5Df+9riWfCx/ls0+52YtNbMetijbxU+YBoViQEIhj0VkxtMbFsiMTqsndFVXrqaxleVoGefqRACG1G3Mt8qowYH+uo2N7eRFSQye5JY6dz7xm2Kk6czy6DEc13AF/62OsO4DKg3OFwnO9wOFzH2T5OnGPi8vWgl3XsmH0+4YAXn6yj39UCQG52EQDJNjOqqhIOQmqGhUSrHtsQdgM8EYVZCTR1uFmzswNnr58rZ8VKkksaA3nll1M07EImj7oCb6SfmWXlTLePZ+EbrxLwdGOM9pLs76MRA35LbLxge+2Q2rd5r5Nh+YlYTTr2tfQP6dhx4gw17R7nofAn+IinWZUQiaINKMjeWJ3TBDmWSxCUo/Ttr6OktIzCSARBBV12vD7zqTKxKJnsJAutznYAxohpLHOsP8NWxYnz2WUwJeeeOp2GxPli0+3uwpaYQ39uLr6dbnxKJj3OVgAm5E1lKzAqbxh79zSAIpGaYeFL9jRCkVNu7DNo8jOtLF63n2feqSEr1cyEyqwj1plZOYtd4rM0hWv4xVU/4JI/3caupf9g/J3fhFYXyrBE6jIymNYBrt3bsJRPHhLbBrwhapv7uH52CQ6dGBfNcT7ztHmcTMgZfei9csDTjCwgIePv7KEvPwUMXpIisbCojo79RMMhckrzyQ/Gfh+MucM/bdM/N5Sm2MjLyqSpMxYqY9OrhHaG8U8JYNIZz7B1ceJ89jgb22jH+Rzi7XLiSUgCwKSE8Cs6apxBJFGkIKkMgHSjFQBVFUlNt1KQlcCw/KRPzcaDyYDt3T6unFmCJB5Z4koURVLSs2iV2sgyW/n+lV/H2bCZzRs2MjAQJrG/g66MCgZULQP7tg+ZbVtru1BVSN24hITarTQ7PQTD0SEbP06cocQb8uEJeQ/FM8OHiYCoIAigeINY50ynUSeSKA8goNDeGJudSS5KJysQQdZr0Cdmn4lD+FxgNqeRnZNHa6+HsN9PvepiVqCUtc3xCjxx4hyNQdVpttvtZuBGoAxI4ciax6rD4fjyENkW5wuCoiqEuntx20rQR0JISoSAqqO7swNbTgHNmWYAxAOeKFHUkpj06XtBCg+UnUsw65g9Lu+Y66Vk5OLzuAl07ODGUVfw+OoFvL/gWaado0HXPYwBWyZtljyG+5pwdfSTnpX4iW3bXOMkwaTBvG01qcYclOwCGtoGqChK+cRjx4kz1BxMAsxJyCDQ0UH3qjV0O9bBBBDkWOWXgSw7lbMvYe0LKxgT8RKoe48dNe8jShpI0ZBaGyGaaERzICY6zuDRm9LILcxFVaG/rZW2MguVai57N9VD6bQzbV6cOEOGw+EQr776asP06dPVv//976fcyeekPc12u30KsB/4J/B9YvHMtx/lFSfOoOgPuDH5I7htSaSqseoPflVHqLOW1Lwitphiz2ZCJLYsMdGCcBQv7+nGZtEzoiSVeefZMeiO/byZnJZNyOehL1RHVPbzjUvvJhLysfSpFWjDXlJcTTSmVKARFLYuXndou4WrG2nrCQ/aLllR2eJwYTeEEFSVrFAswTAeohHns0rbgXJzGZjZ+s1v0/zMc6CN3Y4UOXYNLPel8Mory3jl+a1MeHgh7735N3xdncy67BsEQ20YZJmo1YogxCdMTxWNzkxFeczb39bRiorCbqWdqrZsOgacZ9i6OHGGjp/97Gf6YcOGfeJxBuNp/jOxOsyXAx84HI7+T7z3OHE4WDlDwVmQzDCdCoAnItDt6uaCUXomZSfT0O+DSAiAlFTbGbP1obumnnCdpPRYrHPiiOEEti7j4vK5PD3+KlaufZnqUTtINyTRnhtLIuzbt42Bvpn4ZYV/vLaDsmwDl50/OJvqWvpw+8LkuXbgnz4br9dPgjfCvub+wR5enDifCu0eJ5IoYeoN0Ge1MPYrX0I/LIGG7U8jR4M09Xj5038exOPpx2AycH5FHiMqxtBx/Q9J2+PG4n0OACUx9QwfydmNIAgMr8zHZtTR3tnBXJOZNp+LEWoOez/YTuYl5xGJKui08RJ0cc4s06dPN11zzTXy22+/LblcLsaNG6c++uijAZPJxIIFC7R/+ctftE6nk/z8fH7xi1+ERo8efSjh6cUXX9RarVaKioqUlpaWT+RxG4xorgAecDgcb32SHcaJ83G6fD2Yg+Cz2Mg1xTrltfX0o6oqyZk6vjy6EIA1a9YCkJ756cUxnwrJ6bEYS22VnURjApJWw8Sp8+hpWMVzLy/k29+tQvXkEBANpGpaWfd+Ay59zFvW6AwRisjoB3GT2rzXhSBAVnc9iy6fi19WSXtnI/uaz9zDRZw4x6Pd4yTLkk5/ayt7R1aSEAxQIcdCrqJygMV72vF4+rn0tge47epRmLcuI1Xw8C9Jg16F/FAYWRDQJKWf4SM5+8nNTKUkM5W2tjbUzl7UBD07Iu3k1KTzg/qV9HnD/PvH5yKegdm9OGeOHWve0+3dumZQIbyDpbx6SnTklHNPenp1yZIl0uOPPx40GAzq9ddfb3z22Wd1Y8aMkX/5y19qH3vssdC4cePk559/Xnf33Xfr3333Xb/RaKS/v59//OMf2v/+97/BZ5999hOX2xrMvFYHEPmkO4wT5+O4fN1oSABBINsY8zS3d3cBUFDwYexwX68HVRXIyPpsi0FbSgaCKOKNBCj+6pfJuWYcpWYTo8/7Jl09bt5d/DYpPU20W3JINbjZvG4/723YT6JFT1RW2VXfPaj9bapxki8FaB09DrcqEBVFxEQj7T1+vIH4JRvns0e720m2NQNXe6zU2X6nE/VAIqCi+NnbMUBSUiqa9LFIUZFmNZkU0Ysp4qVwhIH8YISwyYjRkngGj+LzgcmSSk5WFk3Obt6vmIzRmsrO6AB/dflxNPfj6vXT7PScaTPjxOGGG26I5ubmKqmpqerUqVOVvXv3is8//7z2sssuUyZNmiRrNBpuueWWsFarZf369RqAhx9+2DB37ly5oKBgSNrkDuYp4j/AjXa7/c8Oh+PTq/MV53NPl68HQYoJ4UQ5FoLR1d2FKAoUFxYdWs894EU9UG7us4yk0WBLSafPFRMEGouOvEww+aqYe+FYFixeQ5l9FNkTiil21+Ohl163lXE5Hrb6LCxYvoP8lNGkpqYiCMf37vR7QtS19DNloJ4tU+ag7fMiyAr9JQWw201dSx+jh8W9cXE+O8iKTKevi/G5o+jri7XEdjqdBAKxsCZZ9rPXOUBlxWiisoqzq5sWNR3YTY6vDUO5iaxtUYJJVnT6hDN4JJ8P9OY0snNzCa/ZTMu6JXgKZzDQF8QmhflSko0n+vxsq2mlMKviTJsa51Nk5JRzw4PxAn8apKenqwf/NhgMdHV1CW63m8WLFwuvvvrqoYzgaDRKZ2enuGXLFmnz5s3iW2+95R8qGwYjmn8NZANr7Xb734Em4Ajx7HA4Vg6NaXG+KHT5e0jUJwIg1scShLp7OshMTyQx+cOYRZ/PD4pIcqr5TJg5KJLTs+k9IJoBooFtwHAuuHAe6zbV8tZbr1E1+kcIgF7XjVY2UZGnp7k/xK7GKE899T8SEqwUFxeTn59PNBrF4/HgdrvxeDx4PB4URUE2F6EC/UVlRLR6rmh4kxShn/9V3ARAbXN/XDTH+Uzh8vUgKzLZ1gycvp1gMoIg0OWMXfvBsJeGLg9zbxxHraDi83roFPKJIpLnayHUriIBqlWHRv/ZfoA+GzCY0igfM4ZRa1ay+M+/ZczlOorHTaBKbKFUTMYkKGzd3cwVc+KiOc5nj4yMDPXWW29VfvCDH4Q+vuwvf/mL3ul0MnPmTBNAMBhEURQuvvhi09tvv31KQnow4RlGYmXmxhLzOr/H4e20Vxz4N06cQdHl6SFoSkQbiaC0xUIT+nvaKchNxmT50JMUDATRaHRI0mc/Wz4pLZuBHhdyNEpfVyehLgdGLXR7Cvjx3eficnay5O3FsXVlLyMyeiiybWB8SZigrKV64kwyMjLYs2cPb731Fu+88w6rVq2itrYWn8+HzWbDZDKxdkcrWlGmt6qA/LadPP7ac/z46flc0/AqeoNKjaP9BJbGifPpcrByRrY1A68skyhJ2Gw2urtiDWUbnR1EFZVx48dSmmUAVUHGQIeQTJ6vBU1XrFNo1GxAq7OeseP4vKA3pWJKM3HTdV9jWLqFrW/+P9y04CooY61UR4lOT337KVfoihPntDJv3rzI/PnzpXXr1kmKouDxeFi4cKF2YGCAO+64I7Ro0aLA/PnzA/Pnzw9cdtllyoQJE9Qnn3zylL/Qg/E0/xW4Dngd+ADoO9WdxolzEEVR8Pd040kYjS2qAEFCioC3r4PCadWYrB/GL4cjYQxnSU3W5PQsVEWhv8dJ3c6NCKLA8IJkWtu9fGPyMGZPLWfpe0vYUXE5BaZucrNNDAwkUZpYC4zDoyRyxeXjiEajdHV1odfrsVqtaLVaAMKhKIvf3E1voBGzTQBJpP2lPzF/WzMA125Zy3VVBl5rnXQGz0KcOEdysEZzumjBr9OSZTKTUlJCf/tKUowidQe6040aXU2P0kGwE8IRaDVkMN6/F48q0S/pUbUSWl3c0/xJkTR6KnIivOsdx9/vuZkv/+F/LP3ZPUi//ieatHSK3AI7PSLd/X5SE8+O3984XxwmTJggP/DAA5EHH3xQ39bWhl6vp6qqSp02bVrEbDZjNpsPhXQYjUZ0Oh0ZGRnq8cY8HoMRzZcDTzgcjq+e6s7ixPk4fcEBjL4I7tRkchUBQQjT0B9BVWTyspMwHvA0y1EFWYlgNJ0drV2TDlTQ6HO1U7ttLbnF5WQWZ7Kldg9ybwX3fVnhis2P8ov5m3j8NgPuYd9m3atbOWfWBjJtMptqnFwxsxSNRkNW1uHtuhVF5ZWnt7CtxkkUATHbhvj24/xz6TZmjq2itq2LB9+rZUV5Fl2SgZ6B80mxnR3nLc7nn3aPkwS9BdXVR1ivJykpieLiYrZ1rEBVBeqdXeg1EmVlZeyu62B/JwTCMi2aTCZHd1Pml6nTpZIGaPRxT/NQkJacxI2TOikd/kue8XVw/V8X8+7/fRPp1/9CSAmCx8i6FTVcesXYM21qnC8oH3zwwWHhFD/5yU+CB/++8MILIxdeeOEJs94/us2pMph5bgHY+El3GCfOR+ny9WAJgM+SQKosIuqiOLpiMye5GUmYzDHR3NvtQxBkLNazw9ORlBYTunu3rGagx8Ww0ZMYXpgMQCh/OiUDV3DrRXeyrX4/H+yqpaG/mez8LBoacyhO6mBXfQ/+4NF/A5a9vZe6GhfdSX2Aihxs57knn2B4bjoP/exi7v36ZDq6+nhsq5eLjDtYM//FT+uw48Q5Ie3uTnISMulq2g+CQGp2Frm5uUgCyIpAnbOHYdnJaDQajJoIYVkiKqu0GHKB2E2rTxObgYp7mocGgzmVkK8bjTWZqtt/yjNfnk6yTmTRT++kDhUNsHu7C1UekgIEceKctQxGNK8A4nO9cYYUl68HvWwFQSDZryJoIuxzxcobZaUnHvI0OzsHEESVxKSzw7Ok1emxJqXStHc7kkZDSdU4yvIS0UgidX1+0s8vJXf4eaRnFPDg2zvobKjh0ptG09lTSHGSG1lR2b7vyNJzOza1smZ5PXJeLz6PgGCIsvLB76ARBX7300swYmJ21RRGVmTz/Pvr2eZPpbxtIW7H5jNwFuLEOZJ2j5MsawY9nbHY5vSCAiRJQidoiaoq9c5+KvIyAfB73QSV2CxJv9aG70B4lldjQwU02s9+UvDZgMGURjTio73uXboCDlLLC3nuy1OxaFUW/eI76DRemgMKnZubzrSpceKcUQYjmr8DzLTb7d+z2+2fuEB0nDgQE80aMSaME/0yghCmztmPxZaKRtRgsh4Qze29ACQnnz0lppIPeJsL7KPQG0zotBJleYnUNPWiK01mR1Thqku+S68vxLLnnmJnv5exMzIQAqnoNVFWbthLY/sA//fPNby/pZXWpl7eenkHapKbsH89voiVPQt/T7uri0e+NovsdDvW9nOwNE3iR1+7i94+Dw+t8+Akkc7Xfk/Ytf8Mn5E4X3SCcgh3yEu2NYO+vtg1nZIRa+OsEyS6en30+UJUFh0Ib+rrQ2uMeZMFjYjXmkxYlFCMekTJjCDGO9UNBUZrDgAdDUtw9+yD4cPJSk3k0WvG4e9x0VS7nNZIhPYPmgj5PvEMd5w4Zy2DiWleDpiB3wEP2+32Do4sOac6HI6SoTIuzuefLl8PSLEOf0lhBTRBGpy9JKdnoygiWp0htp5rAACz5ewIz4BYXPP+2p3YR384QTO8MJk3P2hgxeZWglGFK8ePJ+QYyZPvr6Nowbt8Y2I5My+9mo1PvcHWfSpb971PQIbdtV2M1mgQNd0YIyvpVUZSv/E16rev40cXj6B67Cw0+0azLriASutUqpWpTB4/ii1r3+DPI//Ez9OX0bbsNYrmffcMnpE4X3R6IrHrOCchk1r/RvRaLTqdjn5PEL0gUtcQa2pUUVJAJBLB4/GQkJILRBA1Il1ZZXjzr8TSsxZtvNzckGFNLqFq2o/R6MxIGj0AdZtkxuesZlxpFjuXzycl73xcQVi1YBnnXH/xGbY4Tpwzw2A8zc3AHmAlsBpoAPZ/7NU81AbG+XzT5eshqktEH4lgUCAa9tHa1UtqRhaipD/U3KO3xw3ECpqfLRRXjqGwfBQF9lGHPqsoSiYqKzz9Tg1ZqWZm3zKOb55zEZkJRl773c9pC0TJyEomNy0RX0TLyAQ3j317BpNsJiS1ESWljaaCy1m+roa9q5/h0hG53DL3Mszd05HGmsiutNMpNiHJGq4fO4tQIMDmVe/g0qfR37brDJ6NOHGgN9wPfFhuzqKJeYrXbWtDI6rUN8ZCkirKiujrixVoSkuJ5QIIGhGNVqZNScOij6A3nD2zTp91BEFAb0o+JJgBMi+5nIF6le/NLCMw0EvzzsVsE1vIbjGzYscHZ9DaOHHOHCftaXY4HLNOox1xvqC4vD0kGAtIDMlobHqa9nYRjkZJy8hEo415lVVFxT3gRWs7u0RzduEwsguHHfZZ+YFkQLcvzBUzS9CadQzkJfDzuaP4xrPr+PaP7uelW+5CFVKAfvwWmaefXIM3pZ+BESPp6uxixS9+TE/zHiaXZfCra6aj9Z5H9pUVmEuSGc50VFWl5ZntXGa7iddm7GHV6oXUXvRVJlk+U82d4nwB6Q0PIIkSKZIZv1ZLvikWk7xlZycXZCo0NrlItxpISLAdEs3WhATAiagR0Stuet0B8i3RuKf5NGMpKUaXOYzKiImJRanUbHqJ9lkTkK0e+la5cWTXY0+NTyzH+WLx2e8SEedzi6IodPt78FkTSY4K6FO01B0Iw8jMykBriN0U+/sCKEoUOLtE89GwWfTkplsQBZgzLg+AnFnncN7wbL523sW0bVzFs3dew7qnfoXXu589/en0jjBhSVDpfupXvHn39YRd9Tx05TievnUKZv1FpF9gx1ySfGgfgiCQNCGX6ECIx/7vIUDhmUXrMEYCuPs8Z+jI48SB3kg/meY0PK3tRHVakpKTiUQVmpr7EEWF+v1OhmfZGPAFD4lmQYp5PwWtiFEN0O/xY9aF0cQbm5x2Cu+4jbDXxHXnTMPt9dKw+h36czZRGcjm3dVLzrR5ceJ86gwmpjlOnCGlN9iPIQD+dBvJrjC6LIE6VywMIzs7Hb0h5oXqdnlAjIXPn+2iGeCy6cV09QcO1U4uLRrHPlXgzhlFfGnKyzy68XneXPE6DWuWUlFcypRqG//6oJZ9Lg8XjCjgm5fOprKwErkvheTpM7CNyDxiH5ayFLQ2A0mdGoaPPp8PNr1D45Rk/Ns3MnLWnE/7kOPEAaAnPEBxegFd+2NJqalZWexp7MEkq0TkEE2t3ZwzpZTuAS/e3l6sVivBcKzMmSSq6IgQ8A+gEeV4ublPgYTh5Yz521+Q3lrAyKUb2LRuMd55RZhytlHSko0v7Md8ljScihNnKDimaLbb7Y2AApQ7HI6I3W5vOInx4omAcU6aLl8PpqiZCJAUVtEkwD6XB6vFhs2qx2BOBMDV4UEQYzdOvV5/7AHPEi6aUnTYe0mScBut6H1Oojo3P5/1DS4YncPqjUt4dc1efvBqHZmpVi644jtklM9g9JwRBLd1YhuXRfLk/KPuQxAFEsfn0PVePddd81Ue3LGU/66t45ryTZRPnYlOe3qrDiiREL3LniFx8hVoElJO677inB3IikxfxE22NYPuhg4AMooKeWOzkxRJorHDRVRWKM+00TXgYUDbSVJSEr5gBEEAQYkiCEA0NhsVb6H96SBqtVRfdSWVG/ew4+Gf8sH8lVz9tRnk+1LZ1VLDxJJ4w5M4XxyOF55xMLHvYLvBZo5M/IsnAsY5ZVzeHgxyLJknKawiCAPUd3mwpWSjk2QMplhVjbbmfgwmAYPBcCgx8POGprQSi6jQ1rqYaKCGaSYnP5xRyve++QA333E/N13yI3TFM/n6xLKYYB6VSdqc4uOej4TKdCSjluG2DNJyh7OhsRtJdfOt3y1n457O03o8gfqtuDe9jWfnitO6nzhnD12+HhSUA+Xm+kBVSc7KYuOeTtL1WvY1xdpnl2faiCDR19cXE82BCBqdhEaNPTibNV4g3g3w0+aKi88jM8/O4ytr0OzqIJxaQ8fOxjNtVpw4J2TZsmXaa6+91lRdXW2aPn36J5oaOaan+eOJf/FEwDhDTZe/B0mIieYUQSDcXUddl4eMisloxCjmhMRYUltjL5YMCY3+7A/NOBa5ZZPw7lqLpTCMPvIukIAsXIGnvxdPYjn9gsRcezppdf0kjMgg7dySEz5AiFoJ25gsMlc0YMsZQc2qbYS8A0gi/PLx9YyvyOBrV4wgM2XoG0T462LNVAJNO0maevWQjx/n7KPNExPFOQmZbPD7MYoCLS4f7d0+ZlhNrG7qRKsRKUq1sENvgigkJyfj64wiakRMUuz7nmyK1QmOh2d8upw/ajhl593GB0/8hPlr93Jdsp4UoRBVVT+3zow4nw/MZrNyxRVXRAOBAE899dQnCkuOJwLGOWO4fD0IYhLGiIwt1Uzjjk34w1EsKflIyBgtNvp6/Pi8YbT6z0c887FIKYqVpSuPRDDbJ5J1y2+QzMWMLx+FLEgUJRmZMRDFWplO+vmlJ32TShydRYZBS0ZeJQA7dzXx/WtGccelFeys6+au3y5jX0vfkB6Lqir467YAEGrZixKNV+2IAw27lwOQLhrwKgpWjYb3NjSjEwV0CtQ1OSnITEIriaTnxsKODoZnIAkkGbQAJJsCAGjjnuZPlcQEK8NHjSIpezh//aABtXOABGsn+7tbzrRpcb4A/OEPf9BPnjzZNGrUKNOcOXNMCxcu1I4YMcLkcrkEgN/+9rf64cOHm/r7+wH41a9+Zfjxj39sAJg4caJ80003hQsKCtRj7+HkOGnFbbfbJUDvcDj8H/ksEfgykAy84HA4dn5Sg+J8cXB5e5B1xSRFVHSpet5+dh0AiVnDkAhgsiTQ0hQTdKKkYDB8flvmSkYriVOupL3PR9GVX0MQBDIvEQnOr2FykplZGi2JFelkXFA2KK+OZNSSNCqTe73VrNFI1NQ28X9PrmPeBRU8eu8svv37Fby7vpmyvKQhO5ZwZyOyrx/z8Cn4atYQanVgLBwxZOPHOftQwgH2N23FbNbR84/vEtCOJVOnZfGWFsaWpGB0BtjX2MW4YbkAFA0bzh7XZjIyMvAGWlAlgUybEdwfeprjLbQ/faaVp7N98vWsf/XnvLJ5P9dkJ9G4ZQuFFxw9tyLO2Uv/1nade7frtBaLSKhMjyZWZ5/Qq1JTUyO+8sor0ssvvxzMzc1VGhoaRFmWKSsr065atUpz1VVXRbZs2SKmp6ezZs0a7cUXXxzZunWreMstt0SG2ubBeJr/CWw4+MZut2uBVcQ6BP4Y2GC320cPqXVxPtc4vd2ETckkhUGUunl2XR0jhtuxpRcjqRGM5gRam3rRGzTIcuRz7WkGSJ59M6GCcYdEsaUslexZRVxrMFBUmUHGRcMQxMFPgyaOzcFuMlFemENNcxsWXYR/v7GL+/68iqxUM2t2tCErn/gB/BCx0AyB5Nk3gSASaIo/S3/RCTTtwqUVSdYkoORNQJEk9J17uYbFjE4KEwz10t3rY1huKgDZBcXceeedmEwmvP4IgkYkJykmkpOMQSSNachbaPv2rsf1xqMoQd+Qjvt54qpplaQWjCK1YDh/XVmH0DmAoXPfmTYrzuccSZKIRqPU1NRIoVCI4uJipaysTBkzZoyyYcMGKRKJ0NjYKFx33XXyhg0bJL/fz759+5g6dWp0qG0ZzFPENOC1j7y/BqgAvglsBV4AfgTMGzLr4nwuUVWVdbva6RkIYUsxk+QNs2rTYuq6PPzqni+zvg8kZAxGEy2NfeQWJtEfrD8tlTOCbbUEGrZjm3w5okY35ON/UpLG52AuTESXaj4lwQygtRmwDEtlZHEZzy1Zynez6pl48x28sMTB9n2xDmy7G7oZWZo2JDb767agzy5Fm5SJPruUQFO8E+EXnd59G2nTaxlpzSOcXAmubXiMGVTgoHHnCtq6YuUX7XnpAIg646FtvYEIolVDkjH2mU6jnJbQDPfmdwg07STc1ULWDf+HZLYN+T7OdswmIwlWkWHTb2TNM//H/M1NXJ6dhs/nxmyOd2j8PJFYnR0+GS/wp8GwYcOU733ve9G//e1v2vvuu087btw49YEHHghNnDhRfuSRR7RbtmyRioqK1JkzZ0bvv/9+/fr167VZWVmkp6cPnTfoAIPxNGcBH02VvQTY7XA4/u5wONYB/wImD6Vxcc4svtqNCAH3kI4ZiSr8+aVtPPTfTYRbygFIDCv855X5JJr1TLsgljSmkyAUknE5PeQWJBIKhTAajccbelCoikzf6ldpf+p++la+QOeLD6GEAkM2/lAhCAL6dMspC+aDJI7JZnzhCBQV6hr2UZRu5RdfnYxWIyKJAqu3tw+JvbJvgFB7HabSWBkqY0EVofZ9n8lzG+fTQVVVtrRtJyIK2K3FdHfEKrcs7C9l84gf4Ndnsd8Vq2g6PC8DAEH/4bXuD0YRNAKJpg8/G2rRrCoywbZ96HPsRHraaP/fT4m6u4d0H58XqgoTSUqvIrdkGH99vw7R2U3N2oVn2qw4n3PmzZsXnj9/vn/ZsmV+QRB46KGH9FOmTIm0trayaNEi7ZgxY5SqqirZ5XKxbNkyafTo0crpsGMwolkAPjofNgtY/pH3HUD6ENgU5zNAsGUvzpcfxrR36Lo+efxhfvavtSzZ0IzNqkHpT0JVVOSedhZt3M1N509FEWKTHzqNROv+PlAhM9eKqqpDFp4RdffQ8dwv6VvxHObhk0m96OsE9++m49mfI/s/nx3zDNlWpg2fgEYUcNTU0bK/B0kSKcxKwGLUsmZnx5CEaPjrtwIqptIxABiLRoKqEGze84nHjnN2EuluYasUwSYZyDVk0tffhyjL9Com5kwqJWDIo7GzkZRkMxk2M4LOiCDEbk2yrBCOyIgaEZtBT+w2BJohrpwRdu1HjQSxjb+IrBsfIOrrp/2p+wn3DM3D5OeJ2WNLERCwX/5l2vs9vLWpCW3TujNtVpzPMTU1NeLSpUu1gUAAg8GAXq9HkiTMZjOlpaXMnz9fnDRpkgxQWVmpvvXWW+L48ePlg9vLsozf7ycSiaCqKn6/n2AweEq2DEY0NwIXANjt9qnEPM8fFc3ZwMApWRHnjNLVspH9NW8SCsSS7lRFpvvdxwHQumqJuns+8T7au7x8/9GV1DT18r0bxzBjqglV1hAZCLF07WsoqspXb7uZQDAEgEGnpaWpD0EUSE6NhWUMhWj21W6k9T/3EmrfR9ql3yT9iu+SMOZ8Mq75IWHXftqf/umQHO9nDUEQyJ82nsrsRPbubaSjvhaA4hwbwYhMvydETeMnP25/3WYkcyK6zFgDF33OMARJS2B/PK75i0pP7QZqTTom5Y5GEATcAT/aUAR7QQp5GVZ8YQOO9kbKitLQICB+xMvsC8ZCEgWNSIJehyjFQqi0Q5wEGGzZC4A+144hbzjZN/8CJRqm4+mfEuqM1yL+KBVFsWZFaYVjSCsq4y8r96HracfXH3/AiHN6CIVCwh//+EftpEmTTFOnTjX19fVx3333hQDGjBmjyLLM+PHjowBjx46VA4EA06ZNOxTPvHLlSm11dbXpu9/9rrarq4vq6mrTzTfffEr1mgcjmp8ELrfb7buABYALWPyR5ROBvadiRJwzhxwN8f+e2cvDrwywfeXDNO58nt4NrxPubCBp5g2gqri3vfeJ9rGzvpvvP7YSbyDCg9+YwuyxeaiBVhBUwu1uXln5NjPLMiifNBufPzaNbzDoaWnsJTM7AVmJJcB+kphmVZHpXvw4zpcfRpOQSs6Xf4d11JxDSXfmYePJnHc/UXc37f/7KZG+09v843SghAIE22qJ9DuPujx5dDHVRZnsa2jB2Rq7VEtybITCMlrpk4doqHKUQMM2TKVjDnkKRa0efV55PK75C8zGpo1ERYFppdMA8MgKSlDhnAn5yLJCYCBAXed+yopSkRQZUf/hvcwXiF37Wq2IQRIgHAux9Kx/h44X/h8DGxYQ7mpGVT/ZLEmwzYFkTUaTEIvr12cWk33rgyBp6XjmAaS+s6+sWucrv8W0+50hH9dm0ZOXYSXY4qVs5s209Hh4e2MTTUueHPJ9xYkDMHr0aHnBggX+7du3+zdv3ux/+umnA7m5uQrAz372s+DOnTv9B8M377zzzrDD4fBnZWUd+lGYPXt2xOFw+D/6euWVV/zH2N1xOWnR7HA4/gT8DAgRS/y78mD5ObvdngJMAt4+FSPinDkWvb+e+u4EWvsT2NU/hf62bfS9/wJqUjKayrFEU4vxbH0PVT61JNRV29t44J9rsFn0PHLPDCqLU3A6nXj3uTAmaGhYsxzXwAC3TC1Hl5aHPxCbMjEZzLQ195NbkHRoGuWTeJp7l/4P96a3SRh/CTm3/xpdSs4R6xgLR5B10y9QwgHan7of375NBNvrCDmbCPe0ExlwIfsGPvENeihQgj68uz6gd/kzdL74EM1/+QZNj9xM+39/TMs/7sG9dckRdooakariPKJRGUdrDYqsUJKbCEBRTiJrdrajfIIQjWCrAyXkPxTPfBBjQRVhZyOyf2jj4+N8iBz00fbfHx/ymH5WUEJ+NoW6SRJ0JG5VkJqCBLUaolGJGaNzWL+ykYHeNiLRKGXF6eB3H1U0m406Avs2Qjg2E2XKLCPa10HPkidp/dd3aX7sa3hr1p6ynaFWB4Zc+2HlHHUpOeTc+iCSORHrphfwN2w/5fGjnl789VtP+Xd0sITa6/A71qNv2Uqos+HUx+loYGDTkcL7vlvHMW1ULsnJI0hIK+SxFbUE9u2lb8D7ScyOE+czz6Bq8Dkcjl8BvzrK5z3E45mHBH/9VnpXPEfWTT9HGuK6xKGITO9AkKzU2LjBUJTnl3eTbYuQm53Pwq09zJmUjxKtw5uXRO3Gv6HNSEe7uwH/vk2YyycNan+qqvLkgj0UZCXw4DemYjHGmhOsXrUeAH2qkbqNC8lLSeD82TMQRAmvz49OiqKoRiJhmbyiJAYat8XW155ayUjvrg8Y2LCAhHEXkXr+l467riG7lOxbfkXHc7/E+dKvj7qOefhk0i//DoJ0WktYHhU56GNgwwLcGxaghPwgatClZqPPtWOtPg9dSi7ure/S/fY/CLbWknrhVxC1H3roy0tj9VRrmhtxtg9QkJWAKAokJ+ipbe6jpqmXyuKUU7LNX7cZRA3GA41aDmIsHEHf+88T2L8by/B4rvDpwO9YT6itloGNCzDklZ9pcw7RvW8j+0xarjNMwL3diYIfBAGLLZHeTg9L395LFBcAZUVpqAMexNQPa/76gjHRbDVq6Fn6BGKeAQVIGnsptgvLiQy4CDTsoH/tfPrXvHZK36+ou4foQBe2CZcesUxjSyPrll/R8MSP6XzpITKu+B7m8omDGl+JhOh4/pdEulpiAnzUHKyjz0GblDloW0+WgY0LEXRGZBV6lz9H1g0/HfQYStBH58u/Rvb0oklIxTxs/KFlBZkJ3HvTOG48J58b+25gxZO/ZtU2By89/Ayz5l7AxVOKhvJw4sT5zPDp3/XjHBfJbCPc2Uj/qpdJOff2Ux5HVeTD6pg2tg/w26c30d7l5b5bxzNlZDbPL9rGQEDimoRdJO3YgtM6guju5dhGn0fBBXfQuONZBrpqkawpuLcsHrRormvtx9Xr58oqKzRuwKsquH1BGhv3IaPBE3TS27abr15QhSl/OAA+fwCdpOAPxAR2uq6XnRsXgVRIZO8qyLhmUDaEnE10LfwbhrzhJ30+dWl55H7tD4Q6GlDlCKocgWgUJRom0tPGwLo3cCoKGVd+71MTznLAw8CGBQxsfBs15Mc0bAKJU65En1l8hA2mYePo++Al+le9QtjZSMbV3z90g07JzGBYRgK79tZTv3Y3WddNIzfdQjgio9WIrNnRfuqiuX4Lxvzhh8WkAuizSxF0RgJNO44pagKNO4i6u7GOmnNK+z4egaadeLYvQw54UYI+lJAPJeBFCfnRF0+FsWNPPMhnHG/NGgD8tZtQgj7Ez0gjoHX7PkBBpKqrBK1Nw8CBihSFRQW8+swWEpOMdLs60YgShXnJCL37USIfJugc8jTLXqJ9nehGTCYacKLVxxIBtbZ0tNXnEnV30b/6NZRQ4Ijv34kItjkA0Oce/WFDY0nEO+EmMvYuxPnaI6TN/RbWETNPevzuRf8m0tVK8pxbCLbU0L/2dfrXvIaxaBTW6nMxDxuPIGkHZfPxiLp78O5ZTcK4i+gc8CM6lhHYvwtjQdWgxulZ+j9kbz8aWxo97z6OsXAEou7w2b6szHQunzaRHe8V8uf3a/nXiO386dUsNJLI+RMLhuyY4sT5rHBWima73W4BHgKuBRKB3cAvHQ7HmyexbQnwe2A2sfCUD4DvOxyOz0R6vz6zGOuoOQxsfBtr9Xlok7Px7HXgWr4CNRIheeIEEqtHIx0jvjcy4KJv5Uv4dq8i/ap7MZWN4+01TTz+5i4sRi1FOTZ+98xm7r42ypurWxmR2UXalt0IIYXbR/cSVLS0Js1glkZPrn0uA92/Q8nLIbBnB+Gednr1WpbWr+by4edh0R3/xrxqaysiCgU7/o1rVywWcbk6HtWgxWnU4Hj7NSRJw7VjCzDk2AHwBcLoNDL9fRJWqxb/4kcI6PMRoyrBjW8ij78AyXRy5abkgAfnK79BNFhIv+reQQlcyWjFVDzqqMs0CSn0vPsEzvl/GDLhrKoqvj2rMNRtpi/QCIIACAiCgOwfwL31PdRwAJN9IknTr0OfUXjMsQRRInnmDeizy+h68zHanvgh6Zd/G1PpWFKzi5lQmMrL2xsItO4HplGcY2PHvm7G2NNZvaOdL19WhTjIEndiYIBIV8tRRa8gShjzKwgeI6456uml/dVHiIYCFCRnD6mnNNLbTufLDyNIWjS2NESDGZ01CdFgwd+wDW13/WHrKxEZ2RdBY9MPqvPiyaAqKv7GPowFiYiawaSTHB854CHQuANDQSXB/bvx7l1Hwuhzhmz8Y6GqKlFPCG3C0cOmVFVlg6eFadFh0BfFcI5A85ImkEDqNOP1+PjS3VO57boHKcrKRquVEBCJ9ncdGuOgaDYN7MdUOhbFnAwBJxrd4b8BhrzhsSotbbXHvG6PRbBlL4JGd9xrStUaybrxATpf/g1db/4ZNRwkYewFJxzbs30Z3h3LSZx2LYmTr4DJVxB19+DZvhTPtqW4Xvs95oqpZFz5vUHZfDzcmxeBomAbdxH79zVhbd9O77JnyL791yf9nfY3bMez7T1sk6/AVDqWjqf/j/7Vr5A8++Yj1p0ycSKzpkzjtRefoWbPFs6fNJm/vLwNnUZk1ti8ITuuOHE+C5yVohmYD4wBfkisqsftwHy73T7X4XAcM67abrenExPJLuA2IAr8FHjfbrdXOxyO1tNt+MmQNOtGvDWraXv6YXodKsH2DkSDAVGjwbVsBaJeT9KYalKmTCJp3Fg0JhOyb4C+1a/i3rIYAQHRbMP11l+Yn3gry/d4GVueznfmjUEjCfz4b6t57KWtiCjM0e2m+ObbkN3NhBuWsCIylvfe2U/1yBJsljQwlNIXcZAoimxb8h+ea0sisTOPP4rLMZv06PUa9AYNeoOWlDQz51xSjt6gRVVVVm6sx65tp+jKu9BlFtHW4aVv0SIQdXRYeqlb9jaTR1SSZNITTirEBARDEXSSjLNTIkXZD4JIf2IJmaIALQH6Vr9C6nl3nPgkqgqu1/9E1N1L9q2/QmMZujbRtvGXAAyZcFYiIboX/h3v7g8wAn11R65jLp9E4rRrj3tjP2KbsnHovvRbnK/8js4XHyJt7t3YcksZV5DCM+sbcPbUoqoqJTk2VmxuZYw9jfW7O6lt7qO8MHlQx6Dtihn98XjmgxgKq/DXbSbq7kGTcLgnu2HBE6xgGAGDDvvrzzL7Kz9Cb/zknlI1GsE5/48IoobcrzyCJiH10DIl5Cf0jBOxy4dreT2RviDhHj/RgVjMbMLIDNLPKz0kMlbvaGfl1lZuOL+cwqzBN3GI+sJ0LnAQaBkgdUYhSRNyP7RTVQnJCgbN4R3uPB4P3d3dpKenYzYf+3z4azeiKjLK1JsRPX/Gu2vlaRfNgT4f+9/aieSKknZRKYmVR4Ya9LTtpUkrcV3/SMKlu2nrqiMjR0t/exq5isSFc0rJzktk9749jCkrjm0kCMjeXsI97ehSsvEeCM9IUNwkn3sb/rYVAGg/VnLOkDMMBJFg695Bi+ZQqwN9dtkJr2FRZyTz+p/gevURuhf9CyUciAnhY43rbKJ70b8xFo4gafq1hz7XJKSQNP06EqdeTe/S/zGwYSHhGdcfNc9isCiREO6t72KyT4jNLkltJM24ju6Ff8dfuwGz/cShJUooQPfCv6FNySZpxvWIGh2WkbPoX/cmlqqZ6NIOF8JVJSlEc+aSmbmMx1bUsrDidXKTy/jPiwG02hlMHZl90vbLAS/9e9chHLgO48T5rHHWiWa73X4xcC5wlcPhmH/gs+VAMTEP8vGSEb8PJAHjHA5H+4Ft1xIT3vcDd55G008Kv9PJ+r/8F2tXmOS8dgyp+WRc/U0SJkzAaNDj27OHnnXrY6+16xA0GlLGlqHVNEA0gnXUHJKmX0ttQyfSgl9R4ZlP8dx7uGxGGQgqETnKvPOG8fD/NjGztIVkIYfkc+fQ+e/vokoWkrftw19QyX/e3MW9N44FYyWEmxiwWrHW1VDiuYHqDBOgYDZYiKoqEUUl7I/Svr2D/zb2csNXJtDe6aLbL3BpsYSlajqyrLDwqfkIokx9cgud7/cQDQa4eVIxHVEbjjU7uGjuLIJhBZ0kM9Cvp9TSTvKV38f12mImTpyINWk27k2LsI276ITxgIZ9Kwk0bCP14m/EbqhDzFAJ58iAC+fLvyXsbCJp1o006PIYM2YMqCoqKqgqCMIpdyvUJmWSfftDtD91PwMbFpB+1Q8YXxgTj1tbdnLO2n0U58QeKBITDFg1EnUrG0lr95I8Oe+kPVParjo0SZlok49+gzQWjgTA27CD/oyxh4Tn9hVvs6JNQaM1k5OSxG6nRMO//8WUGbMZMWIEohjzyH7cDjUaQdAcf0q7d/kz9HW0sT5vDu5X5lNRUcq0whLc7y8gUL8KQQ0hAZ51f0RKno0+u4KEygyivjDu7Z2IWgnjxFz+/cYulm1qQRRgw24nN19YzhWzSpE+4o1XFBVnr5+GtgHq2/rZ3+GhvDCJq2aVEmpz0/nmJhT/biR1PwMbi7GN+hKi3kRdn5cXdtaz3yszLjORy4dlk2kx0NjYyMKFCwmFYuLBYrGQkZFBZmYm1pCeaL8XeZRMlz/Ee45OdlZ8k94aL5aCW6h0buTCzg5yM7OIRqMEAgE0Gg1arRZJkkBVGNj2AWFXJ5aKyRgysxB1J/5++SMBtrXvom1bE8PrUhmIytRHfFS/I6NPNmE88H8qyzKyLLN69xKmBcpQ8jYSMfUhqzoMRhm3R2Z5x3p2rNjNPb9w0NHjpHTO1Nh3XZFBEHBvWUzqeXfQ7Yx5nTNy8tCl5KDpMqPVJxzRQlvUm9ClFxBqqTnhcXwUJRIi5GwkcdLlJ7W+qNGRcc0Pcb35GL3LnibUUUfy7JuP+D1SQgFcr/0e0WAm7fLvHLXltyBK2CZfiXvzYgbWLyDt4q8Pyvaj4d35PkrAe1h8tnXkbAbWvUHviucwlY07Yfvx3mVPE3X3kH3bg4d+d1Lm3Iq/dhPdi/9N1k2/OOx6NBm0DC/OpnjShfzp9Sf4ytuN3DG8mx8WNPD+S3WIkWuZPNZ+zP3JAS/OLUup2/IBrU4XfbJIdkoKY+Zc8gnPRpw4Q89ZJ5qBK4nVg37j4AcOh0O12+1PAf+y2+0Vxwm1uBJYclAwH9i2x263vwVcxWdAND/xzlYW+8uRzGX8SHkLwTDA/9sZRWjYQoJFy83Ty5j89a9S/LWv0LZpA3X7FuJwapGbK6i+/SqkwgLeemU+2v3rkXXFjNDWYtLtYnFdG4v2rcDp7UHaOYNErcz41Fb+tn82l/7vj4wccJF09Y8p8bzJpM5drNgM6WozfeE2EqMpjMp0ox8Y4KIMJ7K2gnraSTFbMGFADkZQQlFyEkzs9Id4/LHVKIZORMzMmns+ajTCB0sbCETa0Vr1tPc2sf3t5aSXDWdGrpbtwVR2rd7B1JwwoYiKURNFRcewc8+hWzGiqip5eXkkjRyOd/cH9K547rjTmb696zA2rME6+lwSqs87bf9XtvGXgKrSs+TJmHC+4rsnFHIfJbB/F87Xfg9ylMzrfxzz0m7efEh8D1VwgKjVYx05i54lT6LKEdISTKSnpbCuto7ejW0U3BbzHNUsb+CBtEQkV4BeVzPmoiQMWScOhVEiITQ9+zGNPf/QzVRRorTXvYsoSuhNKeiMyWC18ebbG1jT10x+qoGqrBBdzgZypQhF+QV4A/0YpT7aglqWLl3KB6vW0dBnI+ATKU3RU2ATSdfL9HR0sMunx2pSSE1LwGbTYrZqEBUFrUdLwGCmztVFe0RPQ2Aye55bSbBjH8lKLybFS0RW6I3o6InoGVlazINz+knqfo4eOZ9W7RT6ErJILtXRs6mZ95buQh/p466xJoal63jBYeC/C/fwzsoaqhO7wd9J2OchFFSQoyCoICoCNo1E/SaBVWsSyZbaENUWRFS8mLD076fuD2vYmTqa5RnTkDQKFUIb2zpL2NzZT54SRFu/BUtUJTuYgCKECUf9tA/UUVdfT1Sjx2NN45k3PiBoTACzHVu/i+HOTXSbM1mfPpH1WzowBx1Ye9tIcLsQFAWrEKAg2kW+7MKgxsKl+ja+irdHRPEY0NrS0aemoM/OQs5Jw5NqxmmUafb2UN8tEHLu51xnBpFgFv/099MUiYUQLRL7mf34Om785jQaev28tWARYrgLbVobszL0RESZp9fk0rTtbfbt2YGjzomqqmhEieqKUXzz0ju4ZHopghyLd9alF+LdvozkmTfganQgaJLJqogloWUVnUtaztFzKwx55Xi2L0eVoyf9ABtqrwNFxnCMeOajIUga0i//Nv2pefSvnY+vdiO2cReTOO0aJIMZVVXpevvvRPo6ybr552gsicccS2NJxDJiJt6dK0ieOe8Tte5WVYWBDQvQZZbEwlUO2itKJM26Ederj+Dd+f5x8wYCTTtxb1mMbcKlh50TyWwjefZNdL/zT7y7Vh4R011tT2NdWxlXt17Mws1LWbkuhMWo59xh6wnULWFv9UxSLCaMqoBOFJEAORzG4+5mwNeDPxIgGg0RUQSigh6hfPYpn4c4cU4nZ6NorgL2OByOj7dI3PHR5R/fyG63G4ES4OWjjLkDuNFut6c7HA7XUBo7WGZOLWOvezMBv8JyZQLXq+8xrnszy1srcAO/2dFNUoaZSYUWiuXFJKeEsKYFcWUks+zlpYzSbWKUxktYJ6GjHZ+g5a1NS9hoM1CWmktK93A2BvRcP2IXzp4Evht9DqMrwNaUat59oxXPbpnWlnXs6Xiatx+tJyM9nTFjZmG+vogK7QAEtjCQlIFrzzuoXpU0H0QG3PRbNCTaL6LKUIDOu5h2t4bvJnTS979n6NSaWe++AMXi5dVFC9i8aB0ag4nb7vwqevbglNPYK+fR+fa/CYWvxKqV0UgCRVOmsmrVB0iSRFZWFhqtFtvEy+hf/QrBCXMx5JQdcf68NWvpevMxorZsUi/4ymn//zro0elZ8iSt//4eqRd+NdYF7zioqop70zv0LHkSbUo2Gdfchy7l5KcwTwVz+WR6ljyJ37GOoGRgZHEO62rq0USg68ktJEsiTT0+Rldk8dy2Vr6RkoB/f/9JieZg0y4EJXpYaMa+5t38dkkrfl8Qo17EqBOxdBUxObiDr+lW4e+O4m+PkhKO4gvLbN66HAFINBvITUjCYExlQLKiUy00adPY0ZvE+h49IVlCVQ5MY/tBE9CiTdCis0hUaNooCTbSUd/Ihm27Wbu7jqauWMOenEQTIa2GiGQkpLWiavUoGplFKxazdk8xd8ydy210Yd/8As3mPIJBGBbuZaLBh2iEfevdPNfYTWVuMlWFo1k7UMKS9mzMpaUYR5rQqyF00SBJwS4KvPvJ9baTE3CiUyMMKCa2Roez1l9Cp5xEsbGb8617qHatp6p7M06tBSHbzDhxPft6crFKAdJVF+lBJ3oioEI0KhJFQyQiEVElXO5E6px5uMQsdIqLVsci3t2wC1uCkdTMfEgfQW/mCPITjGREI4yO1qL0t1LX7WN+n44d/RCWVWZkqMzMELHnJdAjanD0hFAb29EbQaeXkWwi5QaVCVEP7WoyO30Ku4IiEVFLgUZGH1XpVaO82QdLH1qCoihUZ7ooSPVRmiUw0BPh7y+2s+DdPxMM+hldmcPV517A1394L8UDKcj7/QiigNP8AYIc+0k3Fo9iYO3ruN54lAFfEoJGJNEa+x5q9ZZDSYAfx5A3HPemdwg7m9Bnl57UdRFsPZgEOLjZKEGUSJp+LdZRc+h9/wUG1r+FZ8cykqZfB4Bvz2qSZ9+EMb/yhGPZJs7Fs+093JsXkzTjukHZ8VEC9duI9LSRdtk9R8zMmO2T0GeV0rvyRcyV0446c6WEg3Qt/DuapEySZt14xHJr9bl4ti+jd+lTmErHIhk//H+oLrJRqw1TcfEwvjJzBjvbu1i4bz3v1mzh9e0tCC+tRABUYhMKJ+KCyXVccdttgz0FceKcds5G0ZwC1B7l896PLD8aScScd71HWfbRbQclmnftOvmmDZs3bz7hOgsWbmXzqy8xb8JMZgybQHd0K5eYtqJJTcHnNVOj6Oh3qrzd6gFGI2ncFApbGON/H39XH694wtT4DHQGVFJ0KmXGIDkWLVNMNqxWE68FVCrkrbQurKO738v//Fpq+yO0d6/F7eoAQJI0ZGfnYR15Ib2tu1m48DkWLdYzpnIEP55s4d3+sVT2ZGISG4ikFuHNKSBB14BWfA8pEqJCr1CuCnTJFjpUGznRAcLNz/LHhevo6+vjwnNHkn3rw8xRdkEr+DUJhEIiNbbJhH0SGlEhIUXPtm1bcTgcWCwWduw48ExkLMCmM7H/jb/inXDzgYQ5QFUxNKzGuG8l0cRcvGOuZsv2HUc/yUONlIVm7DxMNYvpeO4XhLIqCZSfg/rxm7scQeuqRd+6A21PI+H0MvpGXoarqQOaOg6tdjLfk1PBmphL15alRCQ94wtTeG/9DrZ2baFq5EQyozqavREC+SHqNkXokxSiO1to1J74chC2v4Wq6mitb0Ns7iaoCPzuzfd499GHP5G9Bq1EskmHRhQJyCqBqEBIVpDlCEo0iqTRotFoMWolEnSwRSsyEIzQ3u9HFARGFGTynXHTuHBcARn5Nnr1GvxRmWBQIhTWE5ITWb+3nudeeInH/vsXlk25hpumVjNTrgNVR7cukRVdAV5Yuo0tOz4MNE8wrmJyUSpjSnLQeSagbSmiWOOiRHSSKsbasHsVPVsj+WwIlVAvZyBZdGgzdFhNGlp79fzDlUKOVMmlpm1UKG3Q2A9ADvsJqRralWTWR4oZUExoUNAIMnrxwEsIkkMP/qbtrNjQyMJdbYSjMpmZeTi7vKzZsAJFXX7oHGYmGGkfCBCOHuoqi0ZnRBAktoS8/AnQSBJlGTZG59goSbOSmWAk02bESiL+cDpO0ijSdnGdsZnrjNCqS6XFkIpiUElNUHGHLaxqyqepP4HtvXkY9Ht4619rmb9wE8FQiIrKaVx53XnMHCcgN1tISkqi3yJjblMRwyqKEIZoTE21+QWMljT8tRvwiVchCiIt+xx4TnC3EoJhEoF9a5cQKjy55rTm3euRzCls23O0W8rhHPO6zJ6EZCnC6FhKz7tPABBJK6Felw8neS2b00rpWfcmDYZ8OMVKGpaNzyPpLdQGjYft96DdmtwJWDc+x57X/0Oo6MjYZmPNEgz9TjwTbqJrx9Hva1LhdKxrnsTx8qMEKi9ECAfQN29Cv38TN+kCrEjIoL3cQ/b4BK7tmMX1fbPY0tFLbV1jrG68KIAogiiBICBIGnQ6A1qtHp3WgObAq6w497T9DsaJ80kYlGi22+1JwJeJdf9L4sjmKKrD4Tj9aduxB9ZTWfZJtz2Cqqqqk+pUt3nzZsaeRGmrpu0t/KluA9/ZsYS83DzOmz6R79ujVPa/j6q7hnFpLkhz8PQyL1s+2Mi+ml2Eo4cXzJdEEZPZSCAQ4u3Dli07Yn8WmxWtzUBCgY2Kud8kZ3gVl2hb6Y0kEenwoLpH0aXo+WDbMnbsWsNV28Pkpe9iQWoVhcVuqvvbmWATSEwy4k3OZZ82l442K+/1mxgR7KNL1uPY8R/W1TZRmJPMPT++B2f5jaiChqI9bSiSSFWFm3UbM9mfOotwSyMSChUj86mqKuL9999n4sSJh507t8ZN96J/U56gYh42DiUajiXS7VuJpWoGqZfcydbtO0/qfA8dY1HOuYz+Na/Rv/Z1jL2NJM++GWv1uQSb9+DZ+T6+vetQwwGkhFRsc27BNumyQ53zDnKy35NTYUDppOfdJzBllDE918WvgcUNm5gxZyRj0gt5ZtFexlSPZsxumb3dASarEtUjRiHqjv0zEfC5+d+r+4moBlj2CoqoZb1tDEv//kdGVpRx+/gRmKIdeCICtaFkuhUjUUXGpLoxasIkJaTjc9uQMREWNfSEIxjT9UQDLbT7ZXweN9ZgP+mKmwTC6DQSGpMejdlAxBsg7AsRjETxRYz0RbVoNVpK5yaROCWXUu0spplaSE1x0+MW0Oi0ZBhAJEzsUu9jVFUy1557Kw//eTlLP3iR3sa1bLngy0T7m1i/5hVaOzpITLBy9WXnUV1dSUubi337mti2aw+L92wENlKSZuVbc0aQPXwcW9VyOtVMnIoF9AKjRpiZW6Snpc9NZ38/olZkdLaOhNpE1moUnu2chtXvZ7i2jW45gTY5iZCoo3JYPlERmvt8WAci3G4yElRcbA2tYUDUcN+Ti6lrdGE2aLl8fBm3jM2lMjMWU+yLiNR0CdT2+KntddHucTMjJZeMxAJMSdloU1KImMwIspZgMMKW/nbaGvfhq9/OGzvr8AcPbxstiiIWSwKqqhCNRgmHgsjK4RN9WknEYtBhNOrR60y80d1DMBxm9qgSvjl7ONWpOmA7Nc0VFA/LZ/iB77g3uZuON/ciC2FENfYAXFoxgmhOBt1v/4OIIQUhApPHjMakPX4sLkDz1hdJw0fGSVxDqqqw//3HMA+bSNkJ1j+Z61KddRGBui34HOtJnnPLSVf5AQikGuh45gHKNG4Sxpx/0tsdJNzVTOuiRpJm3Ujp+AnHsHssHd27EZvXUzRy/IH61K7Yq7+LUEc9CWMvpPi8q467r+5IJ+6N75CWnIh3zxrUSBBT6VgWuoezst3IX79yDo++sIV1LZ1MrUzm/NwNVOZZ0eu0FJaUMXLcVEg2s8e1D6evC72kw+CPYmrpQdfYidjUjmrNHPLfwVAoNCgnV5zPD3/5y1/0L730kuR2uzEYDMyZM0f5xS9+EdRqB/+AetKi2W63FwCrgWxiMcUJxDy0B8VzN+AbtAWDp4eje5MPpvsfzZMM0EfsTnkq235qzBhm4s8/+QHzt2xh1arVPPH8KyywJfClyQXoU3tYtWcvq3a0EorKpFsNXDOuCPOwaprNlQhRK7KUgs5oJV3roydsJByNEPb3YYoOkCrUYxK8SCXFXF5RwoiCAvRygIi7h0DLHurcEZ4rm8Denkwy23Zw7dgsovUKomEEs/INZP7+Thb+648sXltPU+sGVtf4WXWcx4yDPdZ1Wi3fvbia26cM48myK0kLi1zQ6cbmaSOYlkB2sotUbRHrdnUQViQkFPIKk2hrazsUz/xRrKPPZWDDQnqXPY0+qwTna48QanWQNOtGEqdcNeSlwk4WUasneeYNWKpm0L3o33Qv+hc9S/+HGgki6IxYhk/GUjUDQ0HlEWL508Bsn0TPu08iAsMStZiTUmhodVDz0jsU3v0dABrb3Uwblc3C13YyOUWLv8WNpeTYlTTWvf4kERVCjAVRR0uehbd+8UNsFj1/n1tOqkVkXXA6voibkeKH9XdlUvFHxpCQOowxUwrY3uWh3xvmsokFdDb0smPDftyeCJJOoTAvwiifig4dQkkronM3Qm8nskFPOMWEwijCviLWSK+yw6IlpNVy75Qvo2tbhd/tIbvsUkblTUNzoDqFokSJhr1EQh4aF/6XgpY2TBMf4mr7Tt57+Y+8+PjPACgosjPqgmu58vKruT3RTH9bP0a7DsEuoF6i0tzTxpra1Ty9+nW+++IaSoudVF03Ae2o/QxPLuP6kZdRkflhmECry8Ofnt/K6x0evpOq4/rpE7m7OpMlK7ewdXcCc0ZloRt4k87Gfva3Z/F+/0hmZiUy16qjoa+Wf65/kpWbd9HXP4C9NIvf/ujLXKDtwn7nH9Cm5BBq34dkTUFKSmf1yz9hp+phSvpl/H3kPEzJVsJKhDZ3B80D7TS27iLS3Ug1Rr4e0rF02uVsMH0HiQhejw+1u5VxQgC9KNDW3kZtbS3Nzc2UlZWRl5eHwWAkGIzg7XUS8ffR3+3E29dDKOAn4PMzOj2T66eOJLeslAFVR605kez+fViCbtrNSRyMuLUMS0WYpMO/b4AUNfb/I+qNWEefiyG/kuA/diFpwXiSJfoMecMJNO5AVdUT/g5EetpRAt4hK3EoCAKmsrGYygYv9gz5FeizShhY/xbW6nMH/fswsGEhgkZHQvXxBXfy7Jtoe+KHOF+OzQIdLMWoSUzDNnHuSYWHJM+Yh69mLZ4dK7BUTiNx8hXo0gvIX7+f3r3b+OZvlzLgDfOVy6u4bHoxqFMZ6HWRkJx+KLEXICfhY8ncH2r9uJc5zpBywQUXRG666aZwUlKS2t3dLdx5553Gv//97/p77rln0GVaBuNpfpBYTeRzgJ3EwhiuB9YRqzwxDzj5iu+nzm7garvdLn4srnnEgX+P+ijpcDgCdru9gVjM88cZAXSd6XhmgDalj2Fj+/nRuDJ0d1ezYk09Tz67gocX7QR2km41MG9SJZNnVRNIykBW0giYE0koGsWAImE3GTC01VPbJFNscWG0WGlKHE7QmEBy1E1FZAdV+m4su0J4a/6GF0DSoEsrYNTYqXzQ1UtLSj6Vej+J2VPpbWtBja6jV2qhf72LG+64jJtHbKNezWRFXwHOvCSyvDvI1CXQtnsLXWGZzV0lWAtTSE23MtmSRNDmIZpeis7xNLfse53enJtJj+5AMigE0yrwh7oYV9LG23sLAQERldyCJDZs3HsonvmjCJKG5Dk343zlt7T8425QFNKv+v5nptucLiWHrBt/hnf3BwQatmMqHYOpbNxhnfnOBJqEFAx55fh6XQiCQH55BXtqd9BQcSMTtq4BjNS39XPO2BxefW0AWbDhb+o7pmh293WzZ/d2QnIB6anZ7Ev0M//xf+Lr6uSZL89ENCXzD88EWofXI+pUzkmZSFljK76OBpaWWgn6e6hwKyx5Yw9mq57URAOv/HsDggAl9jTSNDt4R7eV7RqVJYl67nRegLapjH9kNBBNSEHFwF2aQsSkZupCTWwJWrCpEj+ccCPBxkUEw15KRt9KYvrhl7woatAZEtEZElFNWUjRbXxvbgG/f1PgKz97Bpt/C1FDHpvbbUwZmc0Pbh6HZ/WrRJvWkTjtWoz55QgakXypmunSXH5k/B3Pv/oiDzzwAK8//DyjJlcjXxOgydvCr+Z8n/zEWAx2brqV39w9nTdW1DGwsYM979ZiReGCWeO4cPZ4IlGZDcvWkFmo4FrXyJeLC9A2ufnB8v/xzrYVyIrCrCnDuOOmmxk+7iZy6t4j0qtFl1mMIAgYC0cQkSP8ef1TrMHDpAE/X5kwAXNqzAOtF3UUJxeQ2ddLweqlIEpI5gREvZmLDAHGCR0slAqxabx8+Ru3HFYCT1VVnnzySQwGAzfeeGS8K8CG9etZuWoVI8P59EsJPOP0k9/Vyw3nl7Bu42aMsg6bOsCbPhMHpyMjUZkV+3tJVSWkA55mUW9CEAR0KdmEwtvRJ+pO+kHYkFuOd9dKov3OE1bYCbbGWo7rc49d2eHTQhAEbJMuxzX/D/j3bT6s+96JkH0DeHe+j2XkrBN6t/VZJWTf/jCoChpbOpLFNmiBLhrM5NzxmwNjpB36vNqejiDEjuXXd01jeFHywYMjMfX0dT+M88XgD3/4g/7ll1+W/H4/KSkp3HvvvZEf/ehH2qVLlwbS09PV3/72t/onn3xSWrt2rT8xMZFf/epXBr/fz69//etgWVnZIa2oqiqiKNLc3HxK3rXBiOZzgH87HI7ldrv9oLdWcDgcfuB+u91eCfwGuOlUDBkE84mFiMzlIxU0gFsBxwmalMwHvmW32zMdDkcngN1uTz4w1vOnyd5BYR97Hvvmr0aXmIg+u4RLLsrhwvMmsH3tNuSAxOwxX8Ozw8uL+e/RHmjjK8OvIjuvgNT0dN5tcLGgrgMxJZdR2KizSewXjSQywETWkS36sFldBFqSsWqqyLz+AvSZaYgGC4IgsGfPHowbFqMtHMOuhOGMXd8CGQIJgXZG9HtZJGVSE5hE98gL0IX8tK3pIrEzgC03hxvOuwBPaA9v6ObS1ZHAddPb2a2zU0esnFmm3EefXEmGsg1v83+IBC1IWkgoHsW6zRsZnuc6IJpBK0oYTTpaWlrIysriaFMopmETMBRUEelpI/PaH5104s+nhSAIWKtmYK2acaZNOQzz8CkEFj8OAtiHFVOz9gMcGiu5760iseRiGtoGmKHZyb2W12gKXY+h6djd1dYufB5VhaxEOw3mHhat3k7zhpX8eO5YKnIz+Zswgb4xO0kxpHD35G9QkV6Gf99muhf9i/Hn3cPPNj7Bjox3ufPCr1Ozrgu/L8x5c4dTPjqDV+ve4t36LRTLEufoskgadwkar4DpXS/3+q8mdH4CxlV+1LYQmmH9lHat5IepJaQXTKe5Zj6SRo99wl2YEnKPaT+AbInd9CdkK3zr2lH85eXt5KRNpq3Dy8zqHL574xg0kkiofS+C0kSk831Sph9ZveG2225j3rx5/OMf/+DBBx9k+71bMadYeF3zXzJsaRj0BnQ6HUajkUmTJhFMrKJKk8/Pn9/CB9vauGRqEf97ew9qMJVzc/eyp6OXfz/7G7bvr0Gv1XLHHbdx5XkZZKVqKJ90D3u21xBo2olt4txDgtIfDvC71f9gt6uWGyovZdSiF/DtXoW5ePQhO337NuF89XfoUvPIuvEBJNOHNaezgcKNb9Pz7qtI7tmQ/OHDqiAIjBo1ihUrVuByuUhPTz/s+FVVZU9NDTnZ2biDOzFubmF8tJgNjOTtBUupKkzFH9GRG+mmNaBhX6+XHJOeX/93I9v2hZiQmU+5tQ2IieaDhENREj7y/kQc9BoHW/aeWDS3OBCN1mOWSfy0MZdPQmNLY2DdGycUzVFvP6HWvQRb9+Jv2I4qR47aBvxoHC2BerB8vNY6QGqikd/ePZ3sVAsJ5lMrkRnns8PWrVt1e/bsOa15bxUVFdHq6urwidarqakRX3nlFenll18O5ubmKg0NDaIsy5SVlWlXrVqlueqqqyJbtmwR09PTWbNmjfbiiy+ObN26VbzlllsiB8d44YUXdA8//LAmEAiQkJDAj370o8jx9nksBnNCUvjQi3twZx+9oy4BfnYqRgySt4HlwOMHxHsjsUYl04BDxTbtdvsKYKbD4fjo08QjwC3A23a7/Rd82NwkSqzD4BnHaE4mK7kC7+4PKLzw/w6VMLMf+A2N9AfxbN9ESl8a+cY+xoz/MKHj4tJMxqRYeWJ5DRuSLGSbDXy1NJ0yrYuGml0oAReqKhAwpaD2KvTs9JJXFGsq4PP5WLZsGVo5wER3Pav0o1hVaGJErsJ+09dYVt/BgM6GLjDAWF0H0S1vkZ0xgXUdKfT2GXn2jbcp1xexqc9GqilMZ52fyqS1RDPSUFWJ+v5W/tBfxk/MDrK1XXiiPei1kFk5Ac+q7ehNBeTY3LQNJGA06AiFQrhcLiZOPHoxfkEQyJr309jfgyjz9kXHXD6ZnncfB6C6NJfXgbqm98gtu5SM6AD1LQbcvUsQUNFH1xLpyyLiDh7R9a2rfT/7dm9B0lTRbOphQy9sevrvXFxdwq3ji/ivMo3eYTsZkzyR782+Ef2BbH1T2Vjyy/4JwP0z7ub/lv6Op1r+x4O3/gCL3ozL18NvV/+F+r79XFZ+HvOqLkPzkfJhflM/ba/swrLQi+yPkHFBGbYRGfR3FdO44zmadr2A0ZpFafWX0BkST3g+ZEusZnW4q5kLpoxFUVT+9uoOZo/N5dvXVyNJIqoiE2yrBVGDv24zsm/gqKXB9Ho93/72t/nSl77E3/72Nzbv2sqm5m1oBD1FiYVEI1EGBgZ49NFHiUQimPUmxoyZyps1w1myLBdvx078HZv5y4Hn/uHZpdx26aX88s+PInvW0duxjaIRt2AwpaJ11YIiYxk+JWZ/NMzPlv+B1oF2vjXxdmYUTqSrqQlvzVqUC7+KqNXj27se5/w/oM8oIPOG/0MyHumVNJWOoefdx/HXb8WWfPgMT2VlJatWrWL79u2cd97hpRxdLhc9PT1MLc0gvWE35nOnce6M27nvT8up8Y7C1rwMiyGCoFVJifbz5p5WWjc5aWgbwKhRaPclI8qHi2ZFUYlGFEyGk7++tWl5iHoTwZYarCNnHXfdUNteDLn2MxbO9XEEUcI24VJ6ljxJsG3fYeJWVWQCjTvw7llDsGUP0b7O2DaSFn12KbaLvo4u9fgPiJ8G5QWDa4oUJ87JIEkS0WiUmpoaKS0tTSkuLlYAxowZo2zYsEGaO3dupLGxUbj11lvlDRs2SLNmzYrs27ePqVOnHkrqmjdvXnjevHlhh8Mhvvzyy7qMjIyPV2A7KQYjmrv4MPbXAwSBwo8s13G4iD4tHKjJfAUxkfsQsZCRPcSanbx1gm2ddrt9OjHx/DQfttGe4XA4mk+n3YPBPGw8nq1LCDTtxFQ65rBl2kQDA8khxg2Uklx4ZPtaYUM71zQGMV1dQXZBEqIgAKmMTa9g/dqVbNm8Fn/IQz3bKK7NIam7EEtqAkuXLiUSCSMNNDM1dTbBfplNSRq29QpEe/wUm43M2fsK3rCMq9tFUno2t950IfV/WsVebxKpZjdr/fm4AzCpSCAkZ7OqReAb08fyu62PEezL4bzJVVSdfzH1j34dm1HGq2h44S+/QBCTWbfBTVFCIm0DCdgSLMeMZz7sWONiedBorEkY8ivxNO+hKlnLiGmTWPz+GxTnX4S+tw9Z9hANd6LLKCLb2YisdOLf349txIdeO0VVWbTkbXozR+BNHU5nKMJ7P7+d4qwUfn1JJS+FplBfUk+ikM2Pzr3tmKIk15bFD6bdyYPvP8ZvVv2dS4bN4Z+bnkVVVb4/9etMyB19xDamgkTSzyvF9W4dttFZ2EZkAJCYVkH5xG/R59xBRsFMJM1JhsJoDUgJqYS7Ypf/RVOKmFCZSXKC4ZDd4a4W1JCfxClX0b/mNTy73idx4mXHHNJqtXLfffcBsKF1G79f/S8m5lXznclfRhREPB4P7y1Zwou//x8rHevo6FkCxB4Ep06dym3zfsSI4m7KE89j2GXX4dz/Aa0dW8kuvQBbWiwaWNe5F01iBrrM2EPv6uZN7O9v5d6pX2NibjUAlqoZeLYvw79vEwgirtf/iD6zOCaYDUfvMKhNykSbnIW/fgu28RcftsxgMFBeXs6ePXuYMWPGYQnQe/bsQRQgcddbmMsnkz73bgRJw0++fQF3P7KcVuO5FIdfBy2U+xzM3xRCDCvcf/sEXn/jXWr6rKhRBQQR4UAYUzAcu99ZTSd/nQuCiD63/FDoxbGQ/W4iPe1YRx67ZvGZwDrqHPpWvsjA+jcxXHUvkb5OPNuX4dmxAtnTg2iwYMgfTsKY8zHklqPPLI7/DsY5LVRXV4dPxgv8aTBs2DDle9/7XvRvf/ub9r777tOOGzdOfeCBB0ITJ06UH3nkEe2WLVukoqIidebMmdH7779fv379em1WVhbp6elHZF3Z7XalrKxMvv/++w1PPvlkYLC2DEY07wZGwSHhugG4y263v0lMfH4NOP4v1RDhcDjcwLcOvI61zqxjfL6Pj3ikP4sYCkcg6Az4ajccIZplRWaFZhuXyxNJMh9eD9jX0It7p5PkCbmkHqUN8sTJM6ioqqampobNGzawM7Sf3U/9h9z8PJqbm0kQA5QmT0Ttkbn6/EL8QS8Rr5vrx5aTn2DE2bec3rrttFZOZsTwSnqfvZ+r9En80z2TDYKWmaUTkHo7uedLlxEIRbn7z2/y6NpXiOoVTJ5h3HpxBVqjltwb78f5/C8JGpPIyS9H8sj0egJMrBrGdleAKVPG09LSctR45jifHPPwKfQ17SE51Mu4O+6mduNtrN7yBNNmfI/x+nWoGj2Z8+6n7i93I0TX4K6vwDYiE0ePh7fqOmjs9RJOmwhpIIQCrPjlNxBCPv5++0yWKJOwlEYQjH7unX33Cb14FellfGvi7fxp7X9wdNdTmJjL96Z+jUxL2jG3sY3MxJhnQ5t4+EOj0ZKJ0TL42EldWh5h14fPzCm2w5/9QwcEmHX0OQT278KzbSm2CXNPykM5IXc0N426gme2z+clazrzRlyO1WrlyquuYrKhCm9dN77pJmoce5k9ezYZGRm4ltbTPvAKfsseBrr20lq7gMT0SjKLYgJP9nvQ9DRinnT5IRverV9JbkIWE3JGH9q3oaASyZpC74rniPa70OcMI2ve/YeFPxwNY0k1nq3voURCR8Thjxo1il27drFnzx6qq2PiXJZl9uzYRma0h6TKSaRfds+hrnOZKWa+esUI/vzSNs6ZejPU/JPWmiBKWGbS7EImVGayckEPUcWG1y+QojceOiaPP3a/TjANbqrfkFdOX/0WZL/nmDG+H9ZnPvPxzB9F1BuxjjmfgXVv0v70/xFs3gOCiLF4NNbz78BcNg7hFEvSxYlzNnPQU9zf3899991nfOihh/S/+93vAq2trdpFixZpx4wZo1RVVckul4tly5ZJo0ePPqYnORqNCu3t7ac0xTSYDIA3gMkHmoQA/BIoIxYeUX/g71+dihFxDkfU6DAVV+Ov3YiqHv7/vr1zD5t1DUTxE3R+eHOXg1Fc79ahSzGRPCX/mGNbrVYmTJjAV7/+darUVPLVNFwuFylJiRh6veQopViHp5EyIpPvTijjHBsU2GKJOWmX3IXZZGaYawuBRX9HY0ni/Du/w/ASK8HWQlbv7KSiJJEVzSv5/YY/odrfx6dvIdJRyDcunYTZGPuxtxSPIuf2hxl71+8477qvUj1xGlFZYUT1JJ576BqGDys+bjxznE+GuXwiKgK2UD9SRhm3z5vChi2rcbXuoFq3nx59ERpLEtrRl6JV9+Ov34WqqrxU00qHJ0h6fwOF9SsprltL8PG/0FK7i19dOpIW6wR0BUZcCc2MTh5HeUbBSdkzJX8sd024lcvKz+fBc35wXMF8EF2Sccim1XVp+YR7WlEV+ajLg60OJHMimsQMrKPmEOlujXWSO0nm2s9jTvFUXtuziBWNaw99bhmWghpWKEsuZN68eWRkZBDu8TOwrYMUy1TkqI+6rU9gMKVSWDXvUMKWr3Y9gqpiGT4VgIbe/dT37ue8kumHnRNBELFUTSfa14khr5ysG356QsEMYCoZgxoNxwTbx8jMzCQzM5Pt27ejqiqqqrJrwf8IRhWG5WUcJpgPct6EfCZVZfLiejcANsFPWX4fDXKY2sZ6LJF2QMXvUw+zr8sdq7ZiOwXRDBzX2xxqc4CoQZ9VMqixPw1s4y5G0OqIenpJmnUT+d/6B1nz7sdSPjkumON8IampqRGXLl2qDQQCGAwG9Ho9kiRhNpspLS1l/vz54qRJk2SAyspK9a233hLHjx9/6Af9iSee0DmdTgFg165d0n//+1/NuHHjTik846RFs8Ph+JvD4ShxOByBA++XAZOBR4E/EAtxePNUjIhzJCb7BGRf/xE352WNazCiojd14mvsJ+qNeWO6ljcQ9YXJuLAM8STKM2m0WuxzRjFCLWBmQjmpqpfRCXPQ2gykn1dyVEEimW2kXXYPajSKbdJl5NzxG3Tp+dx99ThQNHh9Ko7oBzy9/VVEUeT26muZZbiDOTnnM3Xk4ck2hpyyQ16gg97kjo5Yg4+D8czHC82Ic+poLEloLTassg8Bgdm33EROpo3Va/6FqIRZ22xFDoUonHMFQUxoQqtxtfTT7A4wUh8keec7mAJh/C0dvLj4Fc4bnk3h8Kk0pIxkTF4brREN98y8flA2zSqazM2jrkR3lE5lpxtdWj7IUSK9HUddHmzdi/5A7KulYiqCRodn+5E1z4+FIAh8ZewNVKXb+eemZ9nSHksNMRUkImhEvPt6Dq3bvbIJUSuRNXUCCSl2RElHyejbkDQxr7qqyHh3rEA2JqLLLALg3bqV6CUdMwuPTFBMnHQ5yXNuIfP6+xF1Jxc9Z8ivQNDo8NdvOeryUaNG0dPTQ0tLC73LnqbGUYteglHX3nWEYD54/N+6djQao5mwKjE1u5nbZsTidf+7dCVRfw8Z1gChgIyo/9DGLk9MNCdZBld1Rp9VCqLmuKI52LIXfWbRGa9oczQ0CSkUfPtx8u78C0lTrzpq0l2cOF8kQqGQ8Mc//lE7adIk09SpU019fX3cd999IYjFNcuyzPjx46MAY8eOlQOBANOmTTsUz7x161Zp7ty5xpEjR5ruvPNO/aRJk5T7778/eKz9HY9PlBnpcDg2AZs+yRhxDmdvVz0Lat/jurLzQBDx127AkBNr8eoOetjctoMpAz6sJSb6d4J7lxN9mhnPbhdJk/JOqu3xQQrHjGbT6jewdNpIjqSj1xvJmlt+3GYWpuJRFH7/f4fdHPMyEpg8xsa6bX1cPmkE5w77MtkHa3CeRHfa5ORk9Ho9HR0dVFVV0draesJ45jifDGv+cIJ715AQdrM8HOX7d53Pdx94mX+sbcNVXkLrGwsouO5qevJmk9OykD0bVoMpG+/W95AS8wki8OZLL2DUCnz1kvNYJM3mhpL11EcjXF15KRb90WNmP4vo0mIzM+GuliOSqaKePqL9LhLGXQTEktTMwyfj3bOKlPNuP2nRpREl7p36NX654k/8dtXf+dq4m5hTPAVTURLeuh7Szikm0DKAr76XlOmFaMw6SkbfihwNotXHKlyo0QiuNx4l2FJDaPh5CIKAL+xnVfNGphVMwHQUUSyZEkicfMWgzoeo1WPIryRQv/Woy+12OytWrGDzyvcYvn8RHcaJjBwxGs1xYmttFj1//eE5dPzjZYxKiMyMRMaHdWymivT9GyhM9qD0RUCXdGibHm+shGqK9cjcjRPZr88qIdhSc9TlqhyJNfI4hSYinxaibnDHHCfO55nRo0fLCxYs8B9t2c9+9rPgz372YQ2KO++8M3znnXceFov95z//edCxy8fipD3Ndru9wW63HzP7xW63X3qgDnKcT4BJa6DGtY+frPwTWwqL8NZuOLRs5f4NyKrCOHcAS/lwjHk2BrZ34lxShy7VRPKkwYvMwovGICKRpssjcVI2hswTi+6jeZN+NG8WT/3fxdw67rIPBfNJIggCWVlZtLe3A8TjmT8FEipjU/spPidRIZfKCaOZUZbBv1bspDvgZ9072+l6/wPsF11FFAuW/e9iRCbS3UFAsrBzxRp2NNdzz0VT2Jx9A2NKQiToI7SpZi6rnH2Gj25waFNzAOFQMuBHOeitNOR+2ADDOmoOasiPz7F+UPsx60z8fPb3GJFh5x8bn+blXQuwlCYje8ME2z10r2hEk6AncWxsVkaUdIcEsxIO0PnSQ/j2riX53NsJFcTK6bzftI6wHOH8kqEtbWgqrSbS20HkQJWGj6LVaqmsrKTR2ct+WwWKGquscSKsJh2q0YYYjhIO9nPxsBxkQSL9sm9SnOZHR5SA8uEDe98B0Zw2SE8zgCHPTqijHiV6ZB5TsK0WNRpGP0RNTeLEifPFYTAxzYWA5TjLzcDJBTHGOSb5iTn87sKfUp5aykuSh8c1Xro79qGqKssbVlMomclUJAw5w7CNyuT/t3fn8VFX9/7HX9/ZM0lIyAaBEPYcNg2rrIpiXWtLtVZpLVrrct2qFuqllha3Xmi9Llhbrbe3P620aguVutUVLIVLrQuCAuGARECWELYQIMlktt8f55sQMCHbzGT7PB8PHpCZ78y8Eybne+Z8z/mc0JEA4WPV9LiooEnTMk6WNagPkXwI94iQPWlAi3M7HBbdmzkiVFdubi779++nurqanTt3kpubi8sV1xKRXZrXrrrQ48guHO5e7Cnews++ejqBYJCNq55lfcZoPvzNHzn4//6XEvdYMqt2UfDFakjL59DOPfzl7Vc4S+WRf/n93HbVZFyuDQSiUb469ts46/lQ1Z453F7cGT0JNtBptlwevPZUCDDTF1zpPZo1RaNGktvHnDNv5ax+41m84TX+cngZOCz2vrmFQOkxss7q96Xf43DFEfb86T4qt60n+2u3kT7+a4Cpjfz21pUMyujHgIyG1zG0hH+gWeRX8Vn9UzQK0hxEsdgQSCUjI4MePXo06XkjSem1nebeqUkU5qTxQVmYXulH8FnVlAWOf+9lx0yHNyet6XWaa/jyhkI4RPWerSfcXr1vB6UvPoLD342kvvXtcyWEEA2L5V6+PYB6h89F82QkpfOTqbcxc8iFbE728ONVv+alTW/xRfkexh0N4OszBMvlJnlQJu6MJDKn9MXX41SfZ05tyJVnMmTmWW1ar7RXLzO6tn37dpnPnACubplEgeyjpjbu6eVVZA3uwzcuGc/ODcvZfuhz1uRfwsYN+ziy/xiHPOlMOLSOYxXwyouL8Lgc3Pbjx7ni6xN47K+rKEg/xkFHCqf36pgdEXd2fr0jzYGdGm+vQScswLIsB6mF06ja9inBsr3Nfi2Xw8mtZ1zDZcMu5K0vVrI3pZzgwUp8uamkqKwTjg2VH2D3op9SvXcbPS7/T1JPPz6KX7RvC7vKSzh/UOw30HFn9MLVvSeVxWvrP+DTN8mxKogCw4YNa3LbEfF1wwqGqa44CMCFA3pwNBhmi5VPsjPI/mPHjy23q2dkpjR/nrvPropRd4pGoKSY3YvmgWXRa+YD9dapFkKIUznlUJ5S6izg7Do3XaaUqm/rtQzMNtprY5asi3NYDr5WOJ0eH63gj0kBnvvkb3gcbobv3o1vqjlxOlwO+n1/TBsnjY2ePc2Ujg8++EDmMyeA5XAS8aaSXrmfgWVb6Baq5gWvj9uuncxr7xSxfNmTpF94HUdSCknpA8n+bKaX/J1Dq//MJztKuec7P2DQhIn84KF3ycz/F8kOi/yC8xp/4XbKk51PxeYPiISqcdiLESPBAIGSYtInfLlCZerpZ3NoxQscWfcuGVNnNPv1LMtixmnTyUzKYPU//803GE/amXkndD6DB/ew50/3Eg5U0PPbPyOp74lTIN767J8ke/xM6hOfNsA/cBRH1i474WcCZhFdYKdm9NgrWfn5QYYNG9bk54z4umEBwcPmw8agjBRG90zjw5JhTOU19pRHCIUjuJwOjlYGcTgt3K7mX7lwJqfhzuxN1Rdmek3Vrs2UPP8ADq+f3KvuxZ0hU7+EEM3X2PXvczi+y18UuMz+U5/PgB/GKJewDR40gVtX/YUPzv8WKRVH8W3eRVK/jjmadyo+n4+MjAz27Nkj85kTxJmWRXLFDkbt+5AKZxLFad3pl5LCmV+7hnf/+iSP/8+PAUjL6Uv33KGU5pfzm2VrmTKqH+fPyOW9VX9iZJ9UcrLLCUfd5Oedeuvf9syTkw/RCMH9u2qnYgR2fwaRcL21fF3dskgaUMjRT96l+1lX1JaDa67zBp1JqsfPQyufZ9rhQ8zg+LKRgyueJxKooNd376udTlPjWKiCf+9ay4WDzo5bxRH/wFGUf/g6VTs24q+zFXfZv5biSEpl6DlfZ/gFzZuSFfGZOdqh8v21t81QPSnavQcXYY6GXHy2s4whfTM4VhnE6W75VB9f3hCO6feo3L6ekr8swJmcTq+r7sWV1nhJQyGEqE9jLf1CoD8wALCAO+2v6/7pB2RprQvsahoihvzqDNzRKF93ZTL5aAjLk9Qua4vGQs0UjV69esl85gTwZfchxRGm/7HtbMgYwYhyP3/fv4eJ44dx8W3Pct7VP0dNvgpPcga7Nv2DX7yyGpfLzc+uvYHSihCj++znrLzNDPG4CLpzcDgTXy4uVo5X0Dg+ReP4IsD6N8BILZxGqHw/lds+bdVrT8gfw4iBw3l509uUHCmtvT2wZytJ/U//UocZ4JPyzYQjYc4bdGarXvtUfH1HYDndVNSpolG97wsqtnxI2tiLW1ThIWJPiQgfO1xbgz7VDWdiFjxXRd2s32pK8FUFQng8reg09xlCpOoYe567H1e3LHrNfEA6zEKIVjllz0RrfRg4DKCUOgco0lqXnuoxIrY8OX1xpWVTod8neHA3SfnD6q1e0Rnk5uayfv168vLyGj9YtJq/R1+qNgBE+bT7CFKCFaQE38FKPUTEymH4kD5MGtudnf1/SN7nH9L9s4MM8fal7GguA74yjDFDcnhw+X/jqj7K1PTxbf3ttIq7e09wuk7sNH+xCXdWXoNzX5MLzsCRlMKRtcvw9y9s1evPLLyMj3Z9wtMf/4Ufn3krkUAFoUMlpBae+6VjI5EIa8s3cVoPRa/Upi3AawmH24uv73Aqt66B864FoOy9l7FcHrqNvbBFz1kz0uwIBAkGyvH40olEggyMmJ970ONjzeZSLp82mEAgRJKv5R+efflm2ognqw+535mHMzmtxc8lhBDQjDrNWusVNf+25zX3ANbbHWsRJ5Zl4S84g/KP3oRIiNTRF7R1pLjp168fqampDB48uK2jdAmudNPhcmTmURF2ccDfm0nFHl7JLebqUYc5uGEXu3qeg9uKkBqs4Kx+E0kJu+h+6VCyBmZyoOIQa/Zv41sjLsGqan6Fg/bEcrrwZPau3U47Go0Q2LWZ5CFf3jCk9jEuN8kFZ3Bs8/tEo9FWLaTtnpTGt0ZcwrNrl/Dh7k8YETQXAb25Xx5l/rhkA+Who5wX4zJz9fEPHMWBt58mWLYXy+Hi6Pp/0m30eTj93Vr2hC4vlttbW0HD40snEg7iCJtR50hKMhs/P0h1MEywOkxGess3H3F370mva+bjycrD4es4dcOFEO1Xsybi2bWYtwIa+Ccwxr49Ryn1mVLq8jhk7PKSC8ZBxGxuk9TvtDZOEz/dunXjxhtvJDtbLqEmgiezNwDdx1zAgCQHIU8Su6tSOKM4zObtewhZDirzTielspz+/fqSNzKfpLxuZA7IAOBfX6whSpRJ+Z1jMaonO7+27Fxw/y4iVUcbnJpR+5icvkQqjxKpKG/16184+Gz6pPXimTV/oXzXZgC8PU+cihUMB3ll09ukOP2M7d260e2mSKotPfcxhz94FaIR0sY3WK6/SZypGbWdZoBIJIhld5qH9M8lHIrwx/eLiYSiJCe1bpqWL09Jh1kIETPN2dzkbGApcBC4DzPHGQB7ysZWTAUNEWO+/GE4fCk4/N3MgiUhYsCTk0/uzPvpNuYCpgzqA9EISaMvxl8ZJe1oFN/YyZQFo3gPlzJixAiyzxlA3ozTa0dUV+/4kP7d+8R1ikAiubPzCZXvJxKoqJ3P7M079QYYbvuDR/X+na1+fZfDyXWjZ7Cv4iCv7V6DKy27dqt5gIMVZdy7/BE27tvC5IxRuBIwTcud0QtXeg7HNq6ifM3bJA+bhDs9p1XP6UrLPrHTHD7eaZ56uhlZf+eTXURDEVKTOu48eSFE+1JVVcW0adP8kyZNavGl0eaMNM8D1gHjgd/Uc/+/gNEtDSIaZjmcdD/rSrpP/maLV+kLUZ+k/OFYDifDCwaRXHGY7ZEkLv+PuRwZkM0HbtM5zggdY8CAE6cJ7D26j88ObmNy/ti2iB0XnmxT5rB63xdU7dyEw9+t0dJkNdtuBw/sikmGYTmDmdL3DN4OH+Rwj+NlFzft+4w5by/gi/I9zJ58IyPThsbk9RpjWRb+gaOp+qKIaHUl6RO+0erndKfl4AiGazvN0Tojzd0z0+mR6SdUVk0kFCEtWTrNQojYePzxx73p6emteo7m9MDGAn/SWkcauH8n0Lz9k0WTpY27mLQzLmnrGKKTcrvdDEyyOIKTUFoPzv/qTAKRTDyBCkYOHvClaiard3wEwMQ41QhuCzVXcar37aDqi0348lSj85Sd3TKx3L6YjDTXuGrIhbiiEZa6K4lGo7z12Qrue/dRklxe5n9lDuPzRsXstZqiZopG0oDCE3ZGbClXtywcwTDBY6ZKRiQcwoqY04rl8TNycDbBsgBEISu15XOahRCdxyOPPOKdOHGiv7Cw0D9t2jT/a6+95j7ttNP8paWlFsCDDz7oHTp0qL+srAyABx54wHf33XfXlvjZunWr44033nBef/31wdbkaM6EMScQOMX9WUB1a8IIIdrO5IG9+eTzY/xDb+fyUcNwu6pIPrSbYRO/XBlj9Y4PKcgcQHZyZhskjQ9XWjaW20fltk8JHSqh26jGN2uxLAfuzF4ED8Su0+w/fICvHDjGa9kO7v/HQjaUbmZU7ghun3AtyZ7EL7hM6ncayUMmkD7pmzF5Plc3856pLjOFmCKRIFbIdJodPj8jBmTy5nvbAchMTYrJawohmqd0x/95Duz+MK61XzN7jQ3l5E9utN9YVFTkWLJkiXPx4sVVeXl5keLiYkc4HGbw4MHuVatWuS677LLgmjVrHDk5Oaxevdp98cUXBz/++GPHzJkzazvI9957r/e2224LJiW1rk1pzkhzEXCqoqCXYKZvCCE6oNMHD8RfdYR1+8r57NAxopYTZ9VeiqtPnHqw8/Aeth/e1WkWANawLAee7D4c0/8GTJ3fpvBk5VG9PzbTMwACe4qZdLiSPqk92FC6mcuGXcicKTe3SYcZTOm5Ht+8q95KHi3h6ma2Cg8fsUeaI0EIR8HhxHK6GTHw+FbiKT53vc8hhOg6nE4noVCIoqIiZyAQYMCAAZHBgwdHRo8eHXn//fedwWCQzz//3LriiivC77//vrOiooItW7YwefLkEMDSpUvd4XCYSy+9tFWjzNC8kebfA79SSr0DvGzfFlVK+YFfABOBq1sbSAjRNlwuF/19sAE3b2/ZiRUJ4/AdZOnG15nYZ/TxBYBffIiF1ammZtTwZPchsHsLOF146tlUpD7uzN4cXf9PItWVODytHxkNlGzF0y2Lu8++nYMVZRRkxaaz2l447U5ztOIokXCQqL0Q0OFNwrIsstKTyM1MZs+BY/hbWT1DCNEyOfmTq5syCpwIBQUFkVmzZoWeeOIJ95w5c9xjx46Nzps3LzB+/PjwQw895F6zZo2zf//+0alTp4bmzp3r/fe//+3Ozc0lJycneuTIER577DH3U089VRWLLE0eadZaPwn8GfgdsAWzrfbzmM1PbgOe0Vr/KRahhBBtY8oAUw1iQ1kV/spypo2dzPbDu/hot9n1LhqN8n87PmRYzmC6J3W+zSI8OX0B8OYOxNHE7alrFwPGaLS5ek8x3p4DyPJndLoOMxyfnlFTQaOm5Jyjzkj6iIHmmOQkGWkWQsCMGTOqly5dWrF8+fIKy7KYP3++d9KkScGdO3fyxhtvuEePHh0ZMWJEuLS0lOXLlztHjhwZAdiyZYuztLSUq6++2jd+/Hj/j370I/ehQ4cYP368v7i4uNmVFZr1AK31d4FvAsuATZjyc38HvqW1vq65Ly6EaF9GDe6Pt7oCgL5JDqYWTCInOZMXN75ONBplW9lO9hwp7VRVM+py2xU0fI2UmjvhMXanuToGFTQigQqCB3fjzR3Y+MEdlMPtxfL5j3ea7YWAlvf4KP3oITk4LMjsJnOahejqioqKHMuWLXNXVlbi8/nwer04nU6Sk5MZNGgQS5cudUyYMCEMMHz48Ogrr7ziGDduXBjgtNNOC7/zzjuVS5curVy6dGnl3Llzg2lpaSxdurQyPz+/ocIWDWr2tS+t9VJMvWYhRCfjdDrp74VNUZg8qA8uh5PpQy7gdx89x6d7N/HJ3k04LQdnJLiCQ6L4cgfh6dGf5CETm/wYd/ceYDkIxqCCRmDv5wB4mzg1pKNypWZiVR84YaTZWWcTksmn92LQ3V8hu7t0moXo6gKBgPXoo4+6Z82a5Xa5XAwbNiy6YMGCAMDo0aMjxcXFjnHjxoUAxowZE165cqVrypQpITCVoXr16hWtea7u3bvjcDhOuK05ZMKYEOIE3xk3lOWfbmZsgem4nd1/Aks2vsZfN77O/mMHOL3nULp5U9o4ZXw4fMnkXf9Qsx5jOd24M3rGZKQ5sKcYoMnzqTsqV1oOjl17qa4qs+s0R3F4j0/PsCyLnpmyk58QAkaOHBl+9dVXK+q775577qm65557ar+++eabq2+++eYG52Kfc845wdWrV7d4QWCzOs1KqWTgO8BgIJM6uwLaojJNQ4iOLTcrk6vOOT7S6na6+bo6jz+sXQLAFSO+1lbR2i13Zl5MRpqrS4pxpmbgSklvfah2zJ2WjXNbmGBVGQ6nB0c4ckKnWQgh2qMmd5qVUmcAr2E6yw2JAtJpFqKTOXfgFJYWvUFlsIpxvQvbOk6748nKo+Kzj4iGQ1jOll/AC+zZirdn553PXMPVLRMrFKb66H48qdkgnWYhRAfQnNb9EcANXAEs11ofjE8kIUR743N5uWncdzlYeRh/DMqqdTburN4QCRM8VFJbTaO5IoFKggd2kzJ8SozTtT/OVDP2EizfhzMpvbbknBBCtGfN6TSPAeZrrZfEK4wQov0aKyPMDfJkHi8719JOs1kEGO0iI82mVnPoyEHIDGBFozLSLIRo95pTcq4cOBCvIEII0VG5M0196+pWbKddXWIvAozRznvtWU2tZquyiupjh8y/22jHQyGEaKrmdJpfBC6IVxAhhOioHN4knKmZrVoMGCgpxpnSHVdK9xgma59cqXU2ODlSav7tk06zEKJ9a06neQ6Qo5R6XCk1UCl1cuUMIYToJNgY0gAAJXtJREFUsjxZeVS3YldAswiw848yA1guNw5/Ko7qEJHAMYCYbEEuhBDx1OCcZqVUBFMNoy4LOAO4xT7m5IdFtdZS+1kI0eW4s3pTtXY50WgEy2re7qyR6iqCB3aTPHRSnNK1P87UTByVe7HCZlMumdMshGjvTtXBfZYvd5qFEELUw5OZRzRYRbj8AK607GY9tnrvNohGusxIM4A7LQdH+W7pNAshOowGO81a6+8lMIcQQnRo7qyaxYC7mt1pDpRsBcCb2/krZ9RwpWXh2Bqq02mW6RlCiNjYtGmTY8GCBd6NGzdakUiEgoKC6Lx58wJDhw6NtOZ5m3wNUSl1tVKq3ynu76uUuro1YYQQoqNy15ada/5iwEBJMc7kdFypGbGO1W65umWZ+szVIQAcXtk2WwgRG4cPH7bOPvvs8Ouvv165evXqiuHDh0dvvfVWX2uftzkT754GTjXhboJ9jBBCdDnO5DQcvpQWLQYM7CnuUqPMcLxWs7OyGgCHt9XnMyFEJ/XII494J06c6C8sLPRPmzbNv2zZMnc4HObhhx/2Tp061T927Fj/DTfckLR//34LYPz48eFrr722OisrK+r1ernpppsCu3btYt++fa0qYtGcRXuNvZAbaNWwtxBCdFSWZeHO6k2wmbWaI8EAwf07SVZnxClZ+1RTq9lZWQ1OJ5bT3caJhBA1lm8r9fxr18G4FnaY2DsjNK1fTnVjxxUVFTmWLFniXLx4cVVeXl6kuLjYEQ6HefLJJ70rVqxwLlq0qCo7Ozsyd+5c39y5c31PPfVU5cnPsWrVKlf37t3Jzs5u1Vq95i3xbmBhoFIqHfgqsKc1YYQQoiPzZOZR3czpGccXAXbNkWZHVRDcnjZOI4Ror5xOJ6FQiKKiImcgEGDAgAGRwYMHR5YuXeq84447gvn5+ZGkpCRmz54dWLlypRUMBk94/I4dOxy//OUv3XfeeWeotVlO+SlCKXUPMM/+Mgr8USn1x1M85OHWBhJCiI7KnZVHZN0ywhVHcPpTm/SYoxtWguXA22twnNO1L86U7mBZWNEoltvb1nGEEHVM65dT3ZRR4EQoKCiIzJo1K/TEE0+458yZ4x47dmx03rx5gdLSUmbPnu22LKv2MpXD4aCkpMTRp0+fCMDevXut73//+77LLrssPGPGjFZ/P40Nva/FlJ6zgKuBlUDxScdEgaPAe8DzrQ0khBAdlcfeTjt4YBdO/5BGj6/ev5Pyj96k26jzcKV2/p0A67IcThzJaUSOlmF5pNMshGjYjBkzqmfMmFFdVlbGnDlzkubPn+/Nzs7m/vvvr54yZUq9I8gHDhywvve97yVNmTIlctdddwVikeOUnWat9UvAS2CqYwA/11ovi8ULt4ZSqgfwIGZKSBKwBpijtV7dhMd+DbgSGAMUAF9orfvFL60QoquoLTu3fye+Po13mg+88wccHh/dz7oy3tHaJXdaDoGjZbiSurV1FCFEO1VUVOTYvXu3c9KkSUGfz4fX6yUajXLppZeGFy5c6Ondu3ekf//+kb1791rvvfeea/r06cGysjKuueaapNNOOy1y7733VsUqS5MneWutz4nVi7aGUsoHLANSgB8AB4A7gWVKqUla648beYpvAGOBjzBzumWIQwgRE660bCyXp0mLASu2fkzl1jVknHsNzuS0BKRrf1zdMgnsApe/a42yCyGaLhAIWI8++qh71qxZbpfLxbBhw6ILFiwI5ObmRqLRqPe6667zHThwgPT0dKZNmxaZPn168JVXXvFs2bKFHTt2ON58883anZNeeumlqn79+rW4aEWTO81KqfWYzuq7wD+01mUtfdFW+j4wHBijtV5jZ1sBFAHzgYsaefwNWuuI/bi/ASPjllQI0aVYDifujF6NLgaMRsIceOcZXN17kja2sSar86pdDOiT3QCFEPUbOXJk+NVXX62o777bb789cPvtt3/p9pkzZ1bPnDkz5nOym1M94xhwC/AisE8p9aFS6kGl1IVKqURWpb8U+LSmwwygtQ5g5lOfp5Q65eqbmg6zEELEgzurN8FGajWXr3mb4P6dZJ57NZar65Zaq+00e6TTLIRo/5rcadZajwcygOnA44ATmA38HTiolFqllLovLilPNAJYX8/tn9iZhiYggxBC1MuTmUfo8D4iwfrXnYSrjnHony/g6zscf0HXqs18Mqddq9nhlU6zEKL9a1bhaq31EeAV+w9KqQzMdIi7MbsFTgTuiXHGk2UCB+u5/WCd+xNm/fr6+u/1++ijj+KYJH4kd2JJ7sSKdW53eYAUonyyahnhbj2+dH/SpnfwVh6htPcE9qxZU88zNE1n+Hk7y/bTDdi9/yCft/PvpzP8vDuSjppbdG7N3u1FKeUAxgHTgHMxnWUfUAIsb+ZznY2ZI90U2Vrr/fa/T7WjS6t2e2muESNG4PU2vpbwo48+YsyYMQlIFFuSO7Ekd2LFI3d1aRY71/2NQTmppAw/8bmDB3fzxVtrSC08l4HnXNzi1+gsP+9wZQE7PnyOfsNHkTK0/X4/neXn3VHEI3cgEGjWIJcQ9WnOQsDbMZ3kqUA34BCwArgLWK61LmrB628Crm3isUfsvw9Q/2hyhv13faPQQgiREO6MXmA5OPLpCsIVR7DcHhwuL5bbQ/mat7BcLrqf/e22jtkuOJNSyb/ttziauBGMEEK0peaMNC8EwsBzwGPAx1rrVo3qaq1LgGea+bANmHnNJzvNzrepNZmEEKI1LJcbX58hVG79mMqtX66AmXHOVbhSpMRaja5abk8I0fE0p9P8DmYqxkzgfGC5Umo5ZpT583iEa8BS4NdKqZFa67UASikP8G3gHa11eQKzCCHEl+R+936iwQDRUDXRYICI/Xc0EsGbO6Ct4wkhhGiB5mxucr5Syg1MwEzTOAf4DeBWSu3AzGdeprV+Li5Jj/s9cCvwolLqbsx0jDuAXsAVdQ9USm2zs/erc1tfzJxs7Mf4lVKX219v1FpvjGd4IUTnZ1kWlscHHl9bRxFCCBEjzanTjNY6qLVeqbW+V2s9FeiOGeGtAL4HLIp9xC9lqMIsQvw/4EnMNt/pwHla66Ystz0HWGz/GQdk1/n6ilM8TgghhBBCdFEtqZ6RBEzBdFynAaMx9ZEjwNpYhmuIPRd6ZhOO61fPbc/Q/HnUQgghhBCiAygtLbVuvPHGpJ07dxIOh8nPz+euu+6qnjJlSqg1z9uc6hnzMNMyxgNuwMJsXf1bzNSMd9twa20hhBBCCCFISUmJLliwoKqgoCBiWRYvv/yy+4477vC89957Ibe75buwNmek+V7gc8wUjJoFgHtb/MpCCCGEEEI04pFHHvEuXrzYWVFRQWZmJnPnzg2effbZwYULF3pffvll57Fjxxg1alR0wYIFVVlZWVG/38/QoUMjAOFwGKfTydGjRzl48KDVo0ePFld+a06nuZ/WekdLX0gIIYQQQrR/r64q9iz/8ItmT+Ftjmlj+4QumTKgurHjioqKHEuWLHEuXry4Ki8vL1JcXOwIh8M8+eST3hUrVjgXLVpUlZ2dHZk7d65v7ty5vqeeeqqy5rEXXHCBf+fOnYRCIS666KJoazrM0LzqGdJhFkIIIYQQCeN0OgmFQhQVFTmzs7MjAwYMiADcdNNNzp/85CfB/Pz8CMDs2bMD5513XlIwGKRmCsabb75ZUVFRwcsvv+wJBoOtzhLXTxFCCCGEEKJjuWTKgOqmjAInQkFBQWTWrFmhJ554wj1nzhz32LFjo/PmzQuUlpYye/Zst2VZtZOUHQ4HJSUljj59+kRqbvP7/cyYMaP63HPP9Y8YMSI8atSocEuzSKe55ZwA1dVNf08FAoG4hYknyZ1YkjuxJHdiSe7EktxGnXO1M6ZPLBJixowZ1TNmzKguKytjzpw5SfPnz/dmZ2dz//33N7kiRigUYtu2bQ7pNLeNXIDNmzc3+QHr16+PW5h4ktyJJbkTS3InluROLMn9JbnA1ng9uYi9oqIix+7du52TJk0K+nw+vF4v0WiUSy+9NLxw4UJP7969I/3794/s3bvXeu+991zTp08Prl692hkOh61x48aFIpEIv/3tb71lZWWMGzeuxR1mkE5za3wAnAnsAVr1nyCEEEKIuHJiOswftHUQ0TyBQMB69NFH3bNmzXK7XC6GDRsWXbBgQSA3NzcSjUa91113ne/AgQOkp6czbdq0yPTp04PV1dXWggULPCUlJR6Xy0W/fv147LHHqvPy8iKNv2LDrGi0VQsJhRBCCCFEB7Zu3bpgYWFhu5jD3F6sW7fOU1hYeEJR52Ztoy2EEEIIIURXJJ1mIYQQQgghGiGdZiGEEEIIIRohnWYhhBBCCCEaIZ1mIYQQQgghGiGdZiGEEEIIIRohnWYhhBBCCCEaIZ1mIYQQQgghGiGd5lZQSsmOigmmlOpw71mlVLJSyt/WOVpCKWW1dYaW6Ii5pT1JPGlPEqsj/l4KUVeHazDaC6XUXGCBUqqH/XWHaAyUUt9WSn1LKTWlIzW8SqkxSqlcoFtbZ2kOpdQ9wErgyg728/6qUmo4kF3ntnb/Hu/AuaU9SSBpTxKro/5eio4tFArxwAMP+CZMmOAvLCz0X3TRRf5Dhw616n0nIxstoJS6CXgA2AmsAl7SWrfr/ciVUlcCvwSimBNFd+BhpdRPtdaBNg13Ckqpq4CfAiGgP7BFKXUz8O/2/DNXSk0FngaqgCXAQaDdb1GqlPoW8CsgCKQB5UqpHwOLtdbVSimrPf7cO2pukPYkkaQ9SayO/HspOr4FCxb4PvnkE8fzzz9f1bdv38iGDRucXq+3Ve83GWluhjqX8sLAB4AfuF4p1de+v119cq7Jo5S6GngYeBb4KjAa0/BeD4xvs4CnoJTKUUr9HngQk/Vu4GeYE/SjQEEbxjslpZQH+CHwNnAx8F9a65e01qG2TXZqSqkzMO+T32PeJ5cAmzA/7x/bh7Wr9zh06NzSniSItCeJ11F/L0X79Mgjj3gnTpzoLyws9E+bNs2/bNkydzgc5uGHH/ZOnTrVP3bsWP8NN9yQtH//fgvgwIED1pIlSxzz58+v6t+/f8ThcHDaaaeF/f7WXaCRkeZm0FpH7H+eDmzDfIJeBLyslPp9nfvbBa11VCnlBr4PrAV+AYTsT/j/BVwOHGvDiPVSSjmBW4AxwA+AV7XW1fZ924C/An0B3VYZG/E14CxgutZ6G4BSKglzgj7Qjk9238WMZD2GyRmxO0i/Ae5VSr2utf6gHY4Odcjc0p4khrQnbaZD/l4K4/AHf/cc+XRFXPuIqadNDaWNu7jRKyZFRUWOJUuWOBcvXlyVl5cXKS4udoTDYZ588knvihUrnIsWLarKzs6OzJ071zd37lzfU089Vfnpp586HQ4Hr7zyivvPf/6z0+/3c+WVV4ZuuummVl2hkZHmZqgzMnQYqMSMWKwDbgJGtFWuRgwGhgB7tNYVNScLYDiwDNjaZskaoLUOYz7QrdJav1gnM8AOTEM8pE3CnUKdkcF+mJPESvv2e4FPMSNFLyulvt4mARtQJ3dPoFRrvc8+wbm01nuAR4DNmJMd7eUE11Fz15D2JDGkPUmsjv57Kdofp9NJKBSiqKjIGQgEGDBgQGTw4MGRpUuXOu+4445gfn5+JCkpidmzZwdWrlxpBYNBSkpKHBUVFWzfvt3x7rvvVjz66KOB3//+96633nrL3ZosMtJcD/vyaLnW+tBJd9X8cg/EjLAElFI/AV4Dvgl8ksCYX1Jfbq31RqVUKXCmUupazKjKRcDjmDlxq5RSrwJ/0lp/2ka5XVrr0EkjDvfYJ7vaRti+rwrwAevbImtdJ+eukz0FCCulxgO3YUaJnsFcfr8KeEEp9R2t9d+UUs6a7zOBudOBwzV56+R2A6lKqYFa661AzUjnauB/gIeUUldqrf+slHIkeiT05Pd3R81dh7Qn8ckt7Ulic6fTAdsTcWpp4y6ubsoocCIUFBREZs2aFXriiSfcc+bMcY8dOzY6b968QGlpKbNnz3ZbllXbEXY4HJSUlDhq5i7feeedAb/fz8iRI8PTpk2L/OMf/3Cef/75wZZmkZHmOpRSQ5RSy4C/Ax8opZ5QSqk6h1h2gxsCdtn/fgP4C/B9pdTtSqnXlVKD2lnuO4E9wM8xcyf/CPwvcBfwOnAjZt5ZQimlCpRS/wNcCCeOONQ9wZ10AjkD8/Pf1lZzPhvKXWfkcAPmcu9XgVHA94D7tNZ3Ad/AXAZeaD82YSc4+33yAvA34F9KqZ8qpfLqHPISZoTzdDtbpM7J7A3MJflba+5LcO5Tvb9f6aC5pT2JIWlPpD0RndeMGTOqly5dWrF8+fIKy7KYP3++Nzs7m1//+tfVH3/8cUXNn/Xr11f06dMnMmLEiDCAZcX211o6zTal1BRMg1+GORm8gVl08Yb9CR+tdcRu0HoCqXUa3yfs2x7CrBA+mqgGuJHcE+zcyzHz4s4HKoBrgJ9qrf9oN7y/AkYrpb6ToMwOpdSNwHuYxUNXKFP+6UvqnECc9k2TgGLgi0Rf1mssd52G/zXMZeqfYi5jv1tzn9b6fWAxkJeoy6pKKacypao+wPzOrwaOAPOAp+oc+grwOXC1UirHvq1m9Ggj8DHQM5GduKa8vzGjnds7UG5pT2KbWdoTaU9EJ1ZUVORYtmyZu7KyEp/Ph9frxel0cumll4YXLlzo+fzzzx0Ae/futV566SU3wODBgyPDhw/nV7/6laeyspINGzY43333Xce5557bqg+WXb7TXOdk9A3ML/4tWuvntda3AVdiVvc+qJQqtI93A15Mg4FS6j7MieUgZhX8E1rrkng3wM3IPRJAa30UGIk5GS/TWgfV8c0UlmLeC4mq+/ktzAl5OaaRnQGco0690UDNCeRs4C2tde3lFaVUhkrMxhCnzF3n/6QKs0IcoK9SKsO+32Pf9g7m530k3oHt9+t/YBZp3Qlcq7X+idb6PMwl0nOUUmfbhx/CjFh9DbhYKeXRZvFXTe5lmBGv/QnI3dT39+la68OYxUYdKbe0J7Ej7Ym0J6ITCwQC1qOPPuqeMGGCf/Lkyf5Dhw4xZ86cwC233BI466yzwtddd52vsLDQf8UVVyStXbu25gMxjz32WFVJSYk1YcIE/8033+y98cYbQ+eee26Lp2aAdJprVoT7ganAx1rrvXXu+zfm8tGZwHeVUil24+oFrlNKbQZuxowATAV2Azcl4pNzE3NPAa5Sx4vgj8KcLDLs40J2A3YBpoFbG+/ctoOYOYT/CdyOWdRyK9Dgz83+fguAAZiRsJoyUvdhRhrHxDs0jeQ+aU7fS5iRloGYkyHaVBlwAdMwJ4qSBGROASZg6v8u0Vofq3MyfgUzn9Nj54sAfwJWYEaNzquT242ZS7kV4l8OrRnv75lKKR/wO8ymDx0ht7QnsSXtibQnohMbOXJk+NVXX61Yt25dxUcffVSxaNGiyry8vIjT6eT2228PLF++vGLdunUVK1asqLjnnnuqah7Xp0+fyHPPPVe5bt26in/+858V119/favnaHf5TrM9x60COArk2be56tz3Gmbk5GpgjH3fZkzD9g7mBPiY1noTpiZlPscX+LSX3BPth70K5AC3KaUKlVL9MSMG12Mu8SVkMYzW+m2t9TStdbHdafgvO+N0uwPUkHMxi432KKVmYBruO4Fn7RN7m+euGSXSWu/HLNopBe5XSt1oj8BcgSl/tRjYkoDMh4BHtNY32yOydQUwnZ7wScd/H0gGfqOU+p5SahxmBPJCzAKvskSMfDbx/X0NMME+9toOlFvakxiR9kTaEyESpct3mu0RByfwL2CSUkrZIyZOjhde/08gC/iKNjUxH8HM8/uRNmoaid9qrfO1WSncnnKfZTe+KzGXy27GfPp/EXgSeEFrfZPWuurk14kndXxe4auYxSS3YC8aOem4mvfpOKAc8/P/E/CK1jpNa/10/NOekKfB3PboCsqsYv8Cc2n7Dcw81WeBXwPPa61v1Qmqr6q1Xmtnqvk51rw/TseUOqt9v9q5t9u538Ms6FqMWej1vNb6vxKUuanv70zMJWGfNjVsO0puaU9iTNoTaU+EiDcrGpUPeABKqW8Av8U0nDfUud2yTygvAv211qNqbmurrHU1MXc/rfXoOvddiulseDGX2PbSxpRSYzEn3v+HKQ91sJ5jijE1S5cAs7TWOxMash4N5T75PaKUGgj0AjZprfe1SdiTKKWeBoYBkxs64SqlhgC9gU/aIncT3999tdZjTnpcR8gt7UmcSHuSeB2hPRENW7duXbCwsLBdlJhrL9atW+cpLCw8oa5zp67TrJTqh/key+zLW/UdU9MY/R34P+CrSqlztNbvKqXc+vgCkU8wIzC52hRo77C5tdZL2yp3Q7TWHyqlnsSUq3oVeNMegfHal40BZgP7tNarYhg7brmBipr/C3u0MKYjhq3JrcyOYqMxGz6E6tzu1FqH6+TehNn6Npa5J2O21P2l1rqsgWNa9XvZUXPHQ7xzx7E9aTR3Q9q4PYlLbuLfnrQ4d1u2J0IkUqecnqHMgo4XgLcwK3Q/VaYQ/5fYoycObXaJ+i1mTt9D9n11V1kOBvZhdu+S3C3M3YiFmAVEt9gjLrdhFuUA5uQcyxNcInKf9H8REzHKXYAZFVpmP2eyUupbwJ8hPrnt1+mFuaw/B7Oqvl7t6f0NkrvOoe0qdyMWksD2BOKfu61/L0+hTdoTEVvhcEL3xWnXGvpZdLrpGUqpW4B7MYtQfo9ZqPJ1TD3Ofo2N6iil7sQsyHgVUw5oO3AaZu7YknjNweqquet5vlnAg5jNE3piNnr4LsR2u9WumrvOZfbbgF9g5iGm2895EWZeas3q/Jg3DsrU+n0B0/HKwlzK3d2Ex91JG7y/67y+5O4Auet5noT8XtZ5vS6Vu63bExE769at+yw1NbVvr169Qh6PJ+JwdMox1UZFIhGqq6sdu3fvdh05cmR7YWHhCVV4OtX0DKXU1zCX3B7ErIAutW//CHPZ8SzsT771PLZmp6LfYVYoP47ZgeljTD3Sf3Bi4XbJ3Yrc9TyXF1PCajzmCsga4Ida62LJHbvcdU5chZiSZrdhFnK9DwzVWn8W69x2xprL/xEgFfgxZkTzNuAnp3hcm72/JXfHyV3P8yTs99J+vS6Zu63aExF7oVCo8PDhw88ePXr0omg06mn8EZ2XZVnBcDj8ciQSufrk+zpVpxl4F/OJfJHWulQp5bLnV6UCe+37gS8vrNDHd1g6BjynlCoChgP9gXu11sskd+xy12MMZrpBKXCx1voNyR2f3Eqp7pjSVoMwcxhnaK1fimPuuifXAcBGTHmvxcAPlFJ/1lqva+Bxbfn+ltwdJHc9Evl72aVzt0V7ImJvzJgxx4BvtnWO9q7DTs+oWWBQ5+uaEZKTj+uFKc2TCXyIqYn6lNa6PGFhT8wjuet/fgcwU2v9B8kd39xKqVTMvMn3tNa/i2fuOrfXXMa9GFMuaxBm4dBfMWXOZtT3/SWK5E6seOdO1O+l5I5veyJEe9MhO81KqVsxhelDwGeYTsL2Ovc7tNYRpdR3gD9idqZaBQzFXMJeDNytTd1Lyd3GuZswmiu5Y5S7zkmy3k54jHP/Vmu946RjZgGXaa2n2CNUtwD3A5dhRqs+1FoviWUuyd21cifw97LL545neyJEe9ShZnorpSYrpdYDszALFjIxc7CeVkoNto+x7A6FAziA2THsXK317Vrr84C5mELroyR3+8gd6xOF5G44d03mWJ7gTpH7mTq5a2pdHgXSlVJJ2uwW9idgG2YR0g3YW/AmguTunLkT+HvZ5XPHoz0Roj3rMJ1mZWpI/gKzwOAC4Hat9bnAHcBkzErdk3+J39JaL7IbgRqLMdt99pHckltyJyx3TcmpocAWrXWlMiv2/2Jn9QCPa62fk9ySW3J3zdxCtHcdptOMWWDgA36ltf5Max2wb38SOAZkQ+2cMKDBT+4X2M+TqN2fJLfkborOnrtmROsAkKeUWgSsxqy4vxyzffANymzYIrklt+TumrmFaNfafae5Tifhf4Fva3vfe/s+C8gALOxKIA1dJlJKuZRSEzGXrv8KvBnH2JJbcjdJF8pdM6LVDVMhYLCd9Sqt9cuYbYN7YuZPSm7JLbm7UG4hOooOtxBQnbRYQik1ALO44Qpd/0KFwZidisYAP8BsA3u91npLgiLX5JDcCSS521duZZfHU0plA18BVmqtd9Y5PhXoprXeJbklt+Tu2rmFaK86XJ3mei5JTwSOYIrAn0CZclw3Y4rzh4FZWuun4x6yHpI7sSR3YjWWW5t60mit9ymlXjj5eK31Efv4hJLciSW5E6uj5haivWoX0zOUUh770lFLnANsBUrqPJ8FoM02oE8Bt2qth8W6QyG5a59Pcp+C5D5RPSfymJLcJ5Lc9ZPcJ4p3biE6gzadnqGU+i5wNRAF9gM/11oX1XOcA4iedJnJhZmbtQH4h9b6Rrsh6Wc/59+11h9IbsktudtV7te01h9KbsktubtGbiE6kzYZaVZK9VVKvQM8hNnBrBy4AnhKKaXqHGcps5NRRJsC6r1qbrcvKw3C/NK/pZTyAz/E7Ir2baBCcktuyd3ucldKbsktuTt/biE6o7aa03wzkAJMBz7WWlcrpb6JqTGbVHOQ/Uk5rJTqidkqeLhSaoQ+Xpd2IuYT90BgBabW5E+11gslt+SW3JJbcktuyd1muYXodBI+0qyU6gt8F9iqtf43ZmtPMHOsAnW+rjn+vzE1Iy3gO1rrQ/YnagcwBVMOZwGwDsiIVwMguSW35JbckltyS24huq6EjTSr46VvKoE0zCfiFK31UfuQK4BVQKb9SXkvkAqkA9cBz2utq6D2E3VUKXUIeB24TWv9ueSW3JJbcktuyS252ya3EJ1d3BYCKqWGAhcCe4D3tNbb6tz3OGY/+/cwe9v/B1CAWdXbHzgIPKq1XqiU8mitq096bqfWOqzsGpOSW3JLbsktuSW35E5sbiG6mph3mpXZlvMR4HpgE2bjhb3A01rre+xjHMAtQF/g68A24EccL4Pzd8w2n5frBK3oldySW3JLbsktuSW3EKIh8ZjTPAPzifly4HxMI7Ac+JlS6gdKqVRtVvf+GrPdbxZmMcKnwAGt9T7gF0A+MDwO+SS35JbckltyS27JLYRolpjNabY/DTswixb2AO9qrSuAfUqpH2NqS94HFAOv2Q+7ANiB+YSNfQz24yEOZbUkt+SW3JJbcktuyS2EaK6YjTTbn4ZDmMtEWmtdoZTy2PeVAHOBY8BNSql+9sMOAoXASPu4qFIqCzNn6wPMJ+64ktySW3JLbsktuSW3EKIxMZ2eoZTyAUXAeUophzb1JB1Qu+Xvz4GLgFH2Q1YCGvhfpdSjSqlbgL8A5wILtdYHYplPcktuyS25JbfkltxCiJaIaadZmxI3GzGF2K+u55AXgc+Ab9lfbwS+j6k1+XXMJ+ZdwCit9fOxzHYqkltyN4XkltxNIbkld1N01NxCdGXxqJ4xCFiG+QQ9U2u9Tx0veZMEPAxcBgzUWh+zH5MCeAGf1npXTANJbsktuSW35JbcklsI0Uoxr56htf4MWAScgfkkDPaCBa11JVAFHAa8SinLvv2o1vpAWzYAkjuxJHdiSe7EktyJJbmFEIkQr220FwBrgTuUUhdorSNQ+wm5ALP697A2OxW1J5I7sSR3YknuxJLciSW5hRBxFc8dAc/ELGQ4HXgSWANMwZTYuVFr/WJcXriVJHdiSe7EktyJJbkTS3ILIeIpbp1mAKVUb8yn6DOBIOZS0yyt9Ttxe9EYkNyJJbkTS3InluROLMkthIiXuHaaAex5WF6gv9a6KK4vFkOSO7Ekd2JJ7sSS3IkluYUQ8RCzHQFPwdKmtE5HawAkd2JJ7sSS3IkluRNLcgshYi7uI81CCCGEEEJ0dPGqniGEEEIIIUSnIZ1mIYQQQgghGiGdZiGEEEIIIRohnWYhhBBCCCEaIZ1mIYQQQgghGiGdZiGEEEIIIRohnWYhRJeglHpGKSU1NoUQQrRIIjY3EUKImGtmB7h/3IIIIYToEqTTLIToqGae9PWZwI3A/wArT7pvH3ADcFMCcgkhhOiEZEdAIUSnoJT6HvA0cK3W+pm2TSOEEKKzkZFmIUSXoJR6BrhGa22dfBuQBTwMXAJ4gWXATVrrEqXUjcAPMVM8tgFztNYv1fP8VwI/AAoBJ/Ap8N9a6yXx+66EEEIkiiwEFEIIeANIA+YBv8N0npcqpe4C7gL+APwY8ABLlFInzJFWSv0ceAE4AvzMPrYCWKyUujVR34QQQoj4kZFmIYSA97XWtZ1bpRSY0eXewAitdbl9+3JgHWbu9N32baOBucACrfVP6jznr5RSfwMWKKWe1VofScQ3IoQQIj6k0yyEELDwpK9XYjrNz9Z0mAG01p8opcqBwXWOvQqIAn9QSmWd9DwvA9OBicBbsQ4thBAicaTTLIQQUHzS14fsvz+v59hDQGadr4cCFrDpFM/fo+XRhBBCtAfSaRZCdHla63ADdzV0u3XSv6PARac4fkMLowkhhGgnpNMshBCtswW4ENihtS5q6zBCCCHiQ6pnCCFE6yyy/56vlHKefKdSKifBeYQQQsSBjDQLIUQraK0/UErdA9wHrFVKLQZ2A7nAGOBiTKk6IYQQHZiMNAshRCtpre/H1HbeDdwJ/AZTls4L3NF2yYQQQsSKbKMthBBCCCFEI2SkWQghhBBCiEZIp1kIIYQQQohGSKdZCCGEEEKIRkinWQghhBBCiEZIp1kIIYQQQohGSKdZCCGEEEKIRkinWQghhBBCiEZIp1kIIYQQQohGSKdZCCGEEEKIRvx/nMuVSLKhHHwAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#var = wtheta\n",
    "#wtheta_simulated['time'] = pd.to_datetime('2019-08-23') + wtheta_simulated['time'].values\n",
    "\n",
    "fig = plt.figure(figsize=(10,5))\n",
    "ax = fig.subplots(1,1)\n",
    "for tower_name in wtheta_simulated.tower:\n",
    "    wtheta_simulated['wtheta'].sel(tower=tower_name.values).plot(ax=ax,label=str(tower_name.values),x='time')\n",
    "\n",
    "wtheta_simulated['wtheta'].mean('tower').plot(ax=ax,color ='black',x='time')\n",
    "\n",
    "fig.legend(loc=7,fontsize=12)\n",
    "ax.set_xlabel('Time',fontsize=18)\n",
    "ax.set_ylabel('wtheta simulated (K m/s)',fontsize=18)\n",
    "#ax.set_ylim([-0.25,0.3])\n",
    "fig.legend(loc=7,fontsize=12)\n",
    "fig.tight_layout()\n",
    "fig.subplots_adjust(right=0.8)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "9460ef0d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "#var = wq\n",
    "#wq_simulated['time'] = pd.to_datetime('2019-08-23') + wq_simulated['time'].values\n",
    "\n",
    "fig = plt.figure(figsize=(10,5))\n",
    "ax = fig.subplots(1,1)\n",
    "for tower_name in wq_simulated.tower:\n",
    "    (wq_simulated['wq']*1000).sel(tower=tower_name.values).plot(ax=ax,label=str(tower_name.values))\n",
    "(wq_simulated['wq']*1000).mean('tower').plot(ax=ax,color ='black')\n",
    "\n",
    "fig.legend(loc=7,fontsize=12)\n",
    "ax.set_xlabel('Time',fontsize=18)\n",
    "ax.set_ylabel('wq simulated (g/Kg  m/s)',fontsize=18)\n",
    "#ax.set_ylim([-0.05,0.22])\n",
    "\n",
    "fig.legend(loc=7,fontsize=12)\n",
    "fig.tight_layout()\n",
    "fig.subplots_adjust(right=0.8)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b67a1582",
   "metadata": {},
   "source": [
    "### Make scatter plots between tower and simulated data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "b47a9279",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:   (timestep: 96, tower: 12)\n",
       "Coordinates:\n",
       "  * timestep  (timestep) float32 3083.0 3084.0 3085.0 ... 3176.0 3177.0 3178.0\n",
       "  * tower     (tower) |S3 b&#x27;nw1&#x27; b&#x27;nw4&#x27; b&#x27;ne1&#x27; b&#x27;ne2&#x27; ... b&#x27;se2&#x27; b&#x27;se3&#x27; b&#x27;se6&#x27;\n",
       "    time      (timestep) float64 235.0 235.0 235.1 235.1 ... 237.0 237.0 237.0\n",
       "Data variables:\n",
       "    cov_wT    (timestep, tower) float32 -0.011210094 nan ... -0.03418756\n",
       "    cov_wH2O  (timestep, tower) float32 -0.0022130986 0.00449811 ... 0.008112952\n",
       "    cov_wCO2  (timestep, tower) float32 3.227769 13.763377 ... 4.6885448\n",
       "    f_Hs      (timestep, tower) float32 -13.164713 nan ... -37.28302 -39.423794\n",
       "    f_Hl      (timestep, tower) float32 -3.9807677 8.143591 ... 14.267624\n",
       "    f_CO2     (timestep, tower) float32 3.227769 13.763377 ... 4.6885448\n",
       "    ustar     (timestep, tower) float32 0.097161725 0.118957125 ... 0.6384681\n",
       "    wstar     (timestep, tower) float32 9.96921e+36 9.96921e+36 ... 9.96921e+36\n",
       "    R_net     (timestep, tower) float32 -78.67239 nan ... -22.084446 -23.16859\n",
       "    ghf       (timestep, tower) float32 -6.4383335 -9.522961 ... nan -7.159959\n",
       "    S_store   (timestep, tower) float32 -14.131655 -13.958639 ... nan 4.217908\n",
       "    T_store   (timestep, tower) float32 3.146473 -5.481168 ... nan 2.3848097\n",
       "    Q_store   (timestep, tower) float32 4.6670804 -5.600219 ... nan 0.64033204\n",
       "    u         (timestep, tower) float32 -1.3462633 -0.69010794 ... -1.6800188\n",
       "    v         (timestep, tower) float32 -1.156352 -0.77762955 ... 3.0322406\n",
       "    w         (timestep, tower) float32 -0.19149718 0.11979944 ... 0.0038103736\n",
       "    T         (timestep, tower) float32 284.7025 283.32306 ... 289.48706\n",
       "    q         (timestep, tower) float32 12.320233 12.341978 ... 15.207115\n",
       "    year      (timestep, tower) float32 2019.0 2019.0 2019.0 ... 2019.0 2019.0\n",
       "    month     (timestep, tower) float32 8.0 8.0 8.0 8.0 8.0 ... 8.0 8.0 8.0 8.0\n",
       "    day       (timestep, tower) float32 23.0 23.0 23.0 23.0 ... 25.0 25.0 25.0\n",
       "    DOY       (timestep, tower) float64 235.0 235.0 235.0 ... 237.0 237.0 237.0\n",
       "    hour      (timestep, tower) float32 5.0 5.0 5.0 5.0 5.0 ... 5.0 5.0 5.0 5.0\n",
       "    minute    (timestep, tower) float32 30.0 30.0 30.0 30.0 ... 0.0 0.0 0.0 0.0\n",
       "    z_meas    (tower, timestep) float32 32.0 32.0 32.0 32.0 ... 32.0 32.0 32.0</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-b00ad4ab-e89b-4c8a-ae7e-39639ff85dbc' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-b00ad4ab-e89b-4c8a-ae7e-39639ff85dbc' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>timestep</span>: 96</li><li><span class='xr-has-index'>tower</span>: 12</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-1dd70a28-f2fd-4bf5-a9d7-b059aba7c45b' class='xr-section-summary-in' type='checkbox'  checked><label for='section-1dd70a28-f2fd-4bf5-a9d7-b059aba7c45b' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>timestep</span></div><div class='xr-var-dims'>(timestep)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>3083.0 3084.0 ... 3177.0 3178.0</div><input id='attrs-870c26a1-da3c-453c-97e9-2192aaa871a3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-870c26a1-da3c-453c-97e9-2192aaa871a3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f8a88621-80a5-4bc5-b63c-9c1b1209246e' class='xr-var-data-in' type='checkbox'><label for='data-f8a88621-80a5-4bc5-b63c-9c1b1209246e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([3083., 3084., 3085., 3086., 3087., 3088., 3089., 3090., 3091., 3092.,\n",
       "       3093., 3094., 3095., 3096., 3097., 3098., 3099., 3100., 3101., 3102.,\n",
       "       3103., 3104., 3105., 3106., 3107., 3108., 3109., 3110., 3111., 3112.,\n",
       "       3113., 3114., 3115., 3116., 3117., 3118., 3119., 3120., 3121., 3122.,\n",
       "       3123., 3124., 3125., 3126., 3127., 3128., 3129., 3130., 3131., 3132.,\n",
       "       3133., 3134., 3135., 3136., 3137., 3138., 3139., 3140., 3141., 3142.,\n",
       "       3143., 3144., 3145., 3146., 3147., 3148., 3149., 3150., 3151., 3152.,\n",
       "       3153., 3154., 3155., 3156., 3157., 3158., 3159., 3160., 3161., 3162.,\n",
       "       3163., 3164., 3165., 3166., 3167., 3168., 3169., 3170., 3171., 3172.,\n",
       "       3173., 3174., 3175., 3176., 3177., 3178.], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>tower</span></div><div class='xr-var-dims'>(tower)</div><div class='xr-var-dtype'>|S3</div><div class='xr-var-preview xr-preview'>b&#x27;nw1&#x27; b&#x27;nw4&#x27; ... b&#x27;se3&#x27; b&#x27;se6&#x27;</div><input id='attrs-a7b5a964-4083-4ed7-a1da-c5beaea0a9b6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a7b5a964-4083-4ed7-a1da-c5beaea0a9b6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6fcada8b-66a7-428e-9d83-6b87269c9154' class='xr-var-data-in' type='checkbox'><label for='data-6fcada8b-66a7-428e-9d83-6b87269c9154' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([b&#x27;nw1&#x27;, b&#x27;nw4&#x27;, b&#x27;ne1&#x27;, b&#x27;ne2&#x27;, b&#x27;ne3&#x27;, b&#x27;ne4&#x27;, b&#x27;sw1&#x27;, b&#x27;sw3&#x27;, b&#x27;sw4&#x27;,\n",
       "       b&#x27;se2&#x27;, b&#x27;se3&#x27;, b&#x27;se6&#x27;], dtype=&#x27;|S3&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>time</span></div><div class='xr-var-dims'>(timestep)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>235.0 235.0 235.1 ... 237.0 237.0</div><input id='attrs-4a446022-f0bf-4df4-a6d9-eadcc7b097bd' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4a446022-f0bf-4df4-a6d9-eadcc7b097bd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dd74d38c-9ecc-4895-9d80-de0d81ee50d7' class='xr-var-data-in' type='checkbox'><label for='data-dd74d38c-9ecc-4895-9d80-de0d81ee50d7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([235.02083333, 235.04166667, 235.0625    , 235.08333332,\n",
       "       235.10416666, 235.12500001, 235.14583334, 235.16666667,\n",
       "       235.1875    , 235.20833332, 235.22916666, 235.25000001,\n",
       "       235.27083334, 235.29166667, 235.3125    , 235.33333335,\n",
       "       235.35416669, 235.37499998, 235.39583331, 235.41666667,\n",
       "       235.4375    , 235.45833335, 235.47916669, 235.49999998,\n",
       "       235.52083331, 235.54166667, 235.5625    , 235.58333335,\n",
       "       235.60416669, 235.62499998, 235.64583331, 235.66666667,\n",
       "       235.6875    , 235.70833335, 235.72916669, 235.74999998,\n",
       "       235.77083331, 235.79166667, 235.8125    , 235.83333333,\n",
       "       235.85416667, 235.875     , 235.89583334, 235.91666667,\n",
       "       235.9375    , 235.95833334, 235.97916667, 236.        ,\n",
       "       236.02083333, 236.04166667, 236.0625    , 236.08333332,\n",
       "       236.10416666, 236.12500001, 236.14583334, 236.16666667,\n",
       "       236.1875    , 236.20833332, 236.22916666, 236.25000001,\n",
       "       236.27083334, 236.29166667, 236.3125    , 236.33333335,\n",
       "       236.35416669, 236.37499998, 236.39583331, 236.41666667,\n",
       "       236.4375    , 236.45833335, 236.47916669, 236.49999998,\n",
       "       236.52083331, 236.54166667, 236.5625    , 236.58333335,\n",
       "       236.60416669, 236.62499998, 236.64583331, 236.66666667,\n",
       "       236.6875    , 236.70833335, 236.72916669, 236.74999998,\n",
       "       236.77083331, 236.79166667, 236.8125    , 236.83333333,\n",
       "       236.85416667, 236.875     , 236.89583334, 236.91666667,\n",
       "       236.9375    , 236.95833334, 236.97916667, 237.        ])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4736df12-1c61-4e05-a228-abb55b2505d9' class='xr-section-summary-in' type='checkbox'  ><label for='section-4736df12-1c61-4e05-a228-abb55b2505d9' class='xr-section-summary' >Data variables: <span>(25)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>cov_wT</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-0.011210094 nan ... -0.03418756</div><input id='attrs-60ce1ec7-3321-49b8-9d44-a8f6cb0fa374' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-60ce1ec7-3321-49b8-9d44-a8f6cb0fa374' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e26ccf8d-d997-4455-80b2-3c8fd5b461d8' class='xr-var-data-in' type='checkbox'><label for='data-e26ccf8d-d997-4455-80b2-3c8fd5b461d8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>K m s-1</dd></dl></div><div class='xr-var-data'><pre>array([[-0.01121009,         nan, -0.01999839, ...,         nan,\n",
       "        -0.00661481, -0.04911366],\n",
       "       [-0.02289732, -0.00201064, -0.0170295 , ...,         nan,\n",
       "        -0.01459001, -0.03644055],\n",
       "       [-0.02062958, -0.00266228, -0.00737534, ...,         nan,\n",
       "                nan, -0.01351761],\n",
       "       ...,\n",
       "       [-0.03489453, -0.03725385, -0.03130095, ..., -0.03229481,\n",
       "        -0.02879184, -0.04347164],\n",
       "       [-0.03578798, -0.04509372, -0.03862317, ..., -0.04307868,\n",
       "        -0.04375489, -0.04731082],\n",
       "       [-0.02386333, -0.04183768, -0.0256457 , ..., -0.02855374,\n",
       "        -0.03231449, -0.03418756]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cov_wH2O</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-0.0022130986 ... 0.008112952</div><input id='attrs-43de7842-7b76-478c-ac5c-de6d95d818e0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-43de7842-7b76-478c-ac5c-de6d95d818e0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0c0dff5f-5317-4e6e-bb04-a1e1adc182b6' class='xr-var-data-in' type='checkbox'><label for='data-0c0dff5f-5317-4e6e-bb04-a1e1adc182b6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>kg kg-1 m s-1</dd></dl></div><div class='xr-var-data'><pre>array([[-2.2130986e-03,  4.4981102e-03, -1.5205707e-03, ...,\n",
       "                   nan,            nan, -2.3821758e-03],\n",
       "       [-3.1474764e-03, -3.0447351e-04, -2.6787610e-03, ...,\n",
       "                   nan,  6.2337297e-04,            nan],\n",
       "       [-2.6756474e-03, -3.7979608e-04,  5.5147116e-03, ...,\n",
       "                   nan,  6.6745735e-04, -2.5918214e-03],\n",
       "       ...,\n",
       "       [           nan,  3.2903187e-03,            nan, ...,\n",
       "                   nan, -3.2767742e-03,            nan],\n",
       "       [           nan,            nan, -2.7924727e-05, ...,\n",
       "        -1.5818768e-03, -2.7365461e-03,  1.7516179e-03],\n",
       "       [           nan,  8.8074841e-03,  3.1875630e-03, ...,\n",
       "         4.1242596e-03,  4.4203084e-03,  8.1129521e-03]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cov_wCO2</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>3.227769 13.763377 ... 4.6885448</div><input id='attrs-2efbdbed-16dc-4f68-ab14-4783231c34a5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2efbdbed-16dc-4f68-ab14-4783231c34a5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9946a0bc-7cf8-4b1b-8c06-cca0abe02cc2' class='xr-var-data-in' type='checkbox'><label for='data-9946a0bc-7cf8-4b1b-8c06-cca0abe02cc2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>mymol mol-1 m s-1</dd></dl></div><div class='xr-var-data'><pre>array([[ 3.227769  , 13.763377  ,  3.027446  , ...,         nan,\n",
       "         2.1414738 ,  8.580572  ],\n",
       "       [ 9.082459  ,  3.5081618 ,  4.30838   , ...,         nan,\n",
       "         5.7362022 ,  5.665479  ],\n",
       "       [ 7.522089  ,         nan,  2.2754297 , ...,         nan,\n",
       "         0.32575235,  5.39061   ],\n",
       "       ...,\n",
       "       [        nan,  7.543537  ,  5.000089  , ...,  8.178337  ,\n",
       "         8.735677  ,  8.942165  ],\n",
       "       [        nan, 11.18146   ,  4.190205  , ..., 11.475139  ,\n",
       "        11.548364  ,  8.070512  ],\n",
       "       [        nan, 18.37732   ,  4.667886  , ...,  7.28299   ,\n",
       "         6.007141  ,  4.6885448 ]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>f_Hs</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-13.164713 nan ... -39.423794</div><input id='attrs-86edf756-69c3-46a1-b1a8-a590bbf1a93c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-86edf756-69c3-46a1-b1a8-a590bbf1a93c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-da9825d4-f348-46bd-bc21-4fc6a63a470b' class='xr-var-data-in' type='checkbox'><label for='data-da9825d4-f348-46bd-bc21-4fc6a63a470b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>W m-2</dd></dl></div><div class='xr-var-data'><pre>array([[-13.164713 ,         nan, -23.501932 , ...,         nan,\n",
       "         -7.7300134, -57.58809  ],\n",
       "       [-26.912746 ,  -2.3766289, -20.047146 , ...,         nan,\n",
       "        -17.101719 , -42.780334 ],\n",
       "       [-24.248125 ,  -3.1479259,  -8.694242 , ...,         nan,\n",
       "                nan, -15.914554 ],\n",
       "       ...,\n",
       "       [-40.28511  , -43.09747  , -36.120953 , ..., -37.450886 ,\n",
       "        -33.263172 , -50.198338 ],\n",
       "       [-41.332497 , -52.180527 , -44.582745 , ..., -49.88815  ,\n",
       "        -50.51432  , -54.58265  ],\n",
       "       [-27.53767  , -48.371826 , -29.593672 , ..., -33.030895 ,\n",
       "        -37.28302  , -39.423794 ]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>f_Hl</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-3.9807677 8.143591 ... 14.267624</div><input id='attrs-bd5ecb60-210b-4b01-8a98-2ab6575b7f33' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bd5ecb60-210b-4b01-8a98-2ab6575b7f33' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9528d469-cb5c-49f8-a634-6ef57604d39d' class='xr-var-data-in' type='checkbox'><label for='data-9528d469-cb5c-49f8-a634-6ef57604d39d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>W m-2</dd></dl></div><div class='xr-var-data'><pre>array([[-3.9807677 ,  8.143591  , -2.73783   , ...,         nan,\n",
       "                nan, -4.275832  ],\n",
       "       [-5.667027  , -0.55214465, -4.8330035 , ...,         nan,\n",
       "         1.1186022 ,         nan],\n",
       "       [-4.8172884 , -0.6889634 ,  9.964444  , ...,         nan,\n",
       "         1.200937  , -4.6751037 ],\n",
       "       ...,\n",
       "       [        nan,  5.809891  ,         nan, ...,         nan,\n",
       "        -5.7761207 ,         nan],\n",
       "       [        nan,         nan, -0.04917844, ..., -2.7975159 ,\n",
       "        -4.820079  ,  3.082121  ],\n",
       "       [        nan, 15.54323   ,  5.611885  , ...,  7.284061  ,\n",
       "         7.7801304 , 14.267624  ]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>f_CO2</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>3.227769 13.763377 ... 4.6885448</div><input id='attrs-275ddd4b-5d98-4764-8e18-4f936339e20c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-275ddd4b-5d98-4764-8e18-4f936339e20c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-35978876-3d35-4bb3-8289-2634fff67648' class='xr-var-data-in' type='checkbox'><label for='data-35978876-3d35-4bb3-8289-2634fff67648' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>W m-2</dd></dl></div><div class='xr-var-data'><pre>array([[ 3.227769  , 13.763377  ,  3.027446  , ...,         nan,\n",
       "         2.1414738 ,  8.580572  ],\n",
       "       [ 9.082459  ,  3.5081618 ,  4.30838   , ...,         nan,\n",
       "         5.7362022 ,  5.665479  ],\n",
       "       [ 7.522089  ,         nan,  2.2754297 , ...,         nan,\n",
       "         0.32575235,  5.39061   ],\n",
       "       ...,\n",
       "       [        nan,  7.543537  ,  5.000089  , ...,  8.178337  ,\n",
       "         8.735677  ,  8.942165  ],\n",
       "       [        nan, 11.18146   ,  4.190205  , ..., 11.475139  ,\n",
       "        11.548364  ,  8.070512  ],\n",
       "       [        nan, 18.37732   ,  4.667886  , ...,  7.28299   ,\n",
       "         6.007141  ,  4.6885448 ]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ustar</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.097161725 ... 0.6384681</div><input id='attrs-ba780b8f-826f-4c52-9b5a-5dbae9acd3ed' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ba780b8f-826f-4c52-9b5a-5dbae9acd3ed' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c5daabbf-c8b3-40b6-9084-8261979fe3a3' class='xr-var-data-in' type='checkbox'><label for='data-c5daabbf-c8b3-40b6-9084-8261979fe3a3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m s-1</dd></dl></div><div class='xr-var-data'><pre>array([[0.09716173, 0.11895712, 0.16489278, ..., 0.05967733, 0.09380344,\n",
       "        0.25623915],\n",
       "       [0.10492947,        nan, 0.14489993, ..., 0.11006268, 0.15900294,\n",
       "        0.24498454],\n",
       "       [0.07267788,        nan, 0.07801475, ..., 0.11642253,        nan,\n",
       "        0.10171852],\n",
       "       ...,\n",
       "       [0.38593078, 0.44380665, 0.47576848, ..., 0.32422206, 0.19698836,\n",
       "        0.4951703 ],\n",
       "       [0.4354318 , 0.5206649 , 0.50217587, ..., 0.46457317, 0.40748304,\n",
       "        0.5827634 ],\n",
       "       [0.439983  , 0.6368457 , 0.5014876 , ..., 0.4763812 , 0.43296656,\n",
       "        0.6384681 ]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wstar</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>9.96921e+36 ... 9.96921e+36</div><input id='attrs-45c33d8c-35a1-44b1-a44c-1bd5e40630fe' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-45c33d8c-35a1-44b1-a44c-1bd5e40630fe' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-94eab072-97e4-4a06-9996-1531fe089e18' class='xr-var-data-in' type='checkbox'><label for='data-94eab072-97e4-4a06-9996-1531fe089e18' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m s-1</dd></dl></div><div class='xr-var-data'><pre>array([[9.96921e+36, 9.96921e+36, 9.96921e+36, ..., 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36],\n",
       "       [9.96921e+36, 9.96921e+36, 9.96921e+36, ..., 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36],\n",
       "       [9.96921e+36, 9.96921e+36, 9.96921e+36, ..., 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36],\n",
       "       ...,\n",
       "       [9.96921e+36, 9.96921e+36, 9.96921e+36, ..., 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36],\n",
       "       [9.96921e+36, 9.96921e+36, 9.96921e+36, ..., 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36],\n",
       "       [9.96921e+36, 9.96921e+36, 9.96921e+36, ..., 9.96921e+36,\n",
       "        9.96921e+36, 9.96921e+36]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>R_net</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-78.67239 nan ... -23.16859</div><input id='attrs-02d9ce3d-1bf1-407f-b1d0-d677820830e2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-02d9ce3d-1bf1-407f-b1d0-d677820830e2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1d975859-215e-4100-8f2b-312a0f5d8ef5' class='xr-var-data-in' type='checkbox'><label for='data-1d975859-215e-4100-8f2b-312a0f5d8ef5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>W m-2</dd></dl></div><div class='xr-var-data'><pre>array([[-78.67239 ,        nan,        nan, ..., -76.69657 , -69.704025,\n",
       "        -75.251976],\n",
       "       [-79.09982 ,        nan,        nan, ..., -77.85014 , -71.10316 ,\n",
       "        -75.32776 ],\n",
       "       [-78.597946,        nan,        nan, ..., -78.500244, -71.57579 ,\n",
       "        -74.745316],\n",
       "       ...,\n",
       "       [-30.586187, -30.31783 , -30.573135, ..., -33.50551 , -33.376953,\n",
       "        -37.18117 ],\n",
       "       [-58.037937, -60.861633, -63.802906, ..., -56.38241 , -49.489685,\n",
       "        -48.62972 ],\n",
       "       [-23.316647, -25.600124, -25.08016 , ..., -22.780294, -22.084446,\n",
       "        -23.16859 ]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghf</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-6.4383335 -9.522961 ... -7.159959</div><input id='attrs-bfd37d09-6885-4684-8677-47099e210e26' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bfd37d09-6885-4684-8677-47099e210e26' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6bc571d2-9bdb-40dd-996a-31af94854171' class='xr-var-data-in' type='checkbox'><label for='data-6bc571d2-9bdb-40dd-996a-31af94854171' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>W m-2</dd></dl></div><div class='xr-var-data'><pre>array([[-6.4383335e+00, -9.5229607e+00, -1.0922211e+01, ...,\n",
       "        -6.8534722e+00, -3.5007343e+01, -2.1448959e+01],\n",
       "       [-7.1202807e+00, -9.9925833e+00, -1.1751594e+01, ...,\n",
       "        -7.2225695e+00, -3.5806747e+01, -2.1609760e+01],\n",
       "       [-7.5795569e+00, -1.0645967e+01, -1.2110001e+01, ...,\n",
       "        -7.5636525e+00, -3.6280556e+01, -2.2286983e+01],\n",
       "       ...,\n",
       "       [-2.4216612e-01, -1.8842421e+00, -2.3065434e+00, ...,\n",
       "        -2.5581932e+00,            nan, -8.6292477e+00],\n",
       "       [ 3.0303031e-02, -1.8149307e+00, -1.6712009e+00, ...,\n",
       "        -2.5951169e+00,            nan, -8.4159727e+00],\n",
       "       [ 2.0818183e-01, -1.9062500e+00, -1.2824299e+00, ...,\n",
       "        -2.6003473e+00,            nan, -7.1599588e+00]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>S_store</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-14.131655 -13.958639 ... 4.217908</div><input id='attrs-da16a703-2445-4cae-91fa-c5ff2e047bdd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-da16a703-2445-4cae-91fa-c5ff2e047bdd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-52453da3-8189-48c4-acdf-9105e4340aff' class='xr-var-data-in' type='checkbox'><label for='data-52453da3-8189-48c4-acdf-9105e4340aff' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>W m-2</dd></dl></div><div class='xr-var-data'><pre>array([[-14.131655 , -13.958639 , -19.740942 , ..., -13.02543  ,\n",
       "        -25.91792  , -18.730629 ],\n",
       "       [-14.576626 , -11.63605  , -17.846725 , ..., -13.454301 ,\n",
       "        -23.428644 , -18.651611 ],\n",
       "       [-12.996323 , -11.663805 , -15.246059 , ..., -13.667969 ,\n",
       "        -21.06807  , -19.124691 ],\n",
       "       ...,\n",
       "       [ -5.495867 ,  -3.5280561,  -3.6180174, ...,  -7.802298 ,\n",
       "                nan,  -2.995211 ],\n",
       "       [ -2.7406871,  -4.686432 ,  -1.9777268, ...,  -7.8310747,\n",
       "                nan,  -5.633798 ],\n",
       "       [ -1.8307148,  -2.0336647,  -1.1647549, ...,  -4.9581447,\n",
       "                nan,   4.217908 ]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T_store</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>3.146473 -5.481168 ... 2.3848097</div><input id='attrs-40c16740-fd45-49ac-ada0-3a4e12bd5fc3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-40c16740-fd45-49ac-ada0-3a4e12bd5fc3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-66627859-1d29-4a9e-8e6c-5971563f13f0' class='xr-var-data-in' type='checkbox'><label for='data-66627859-1d29-4a9e-8e6c-5971563f13f0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>W m-2</dd></dl></div><div class='xr-var-data'><pre>array([[  3.146473  ,  -5.481168  ,  -9.436778  , ...,          nan,\n",
       "         20.309776  ,   1.8857685 ],\n",
       "       [ -7.69531   ,  -4.1844044 ,  -0.895931  , ...,          nan,\n",
       "        -10.0773    ,  -9.048656  ],\n",
       "       [ -5.3290615 ,   1.987756  ,   0.41359842, ...,          nan,\n",
       "         -9.338995  , -17.30405   ],\n",
       "       ...,\n",
       "       [  0.5186774 ,   0.337129  ,   2.1344647 , ...,          nan,\n",
       "                 nan,   7.709789  ],\n",
       "       [ -5.284992  ,  -3.4664505 ,  -4.1538453 , ...,          nan,\n",
       "                 nan,   2.919988  ],\n",
       "       [  4.4290557 ,   8.865826  ,   4.330932  , ...,          nan,\n",
       "                 nan,   2.3848097 ]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Q_store</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>4.6670804 -5.600219 ... 0.64033204</div><input id='attrs-ebbbd7d3-2af8-4277-a68e-732c8809d723' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ebbbd7d3-2af8-4277-a68e-732c8809d723' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2bb3fb98-99d5-4984-8934-7f625882b1e5' class='xr-var-data-in' type='checkbox'><label for='data-2bb3fb98-99d5-4984-8934-7f625882b1e5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>W m-2</dd></dl></div><div class='xr-var-data'><pre>array([[ 4.6670804 , -5.600219  , -7.2820306 , ...,         nan,\n",
       "        12.303539  ,  1.821168  ],\n",
       "       [-4.6361003 , -1.0105128 ,  2.3076088 , ...,         nan,\n",
       "        -2.9934578 , -6.1571684 ],\n",
       "       [-3.223176  ,  0.9134871 ,  0.9865254 , ...,         nan,\n",
       "        -5.7904234 , -9.10601   ],\n",
       "       ...,\n",
       "       [ 4.0530305 ,  3.920496  ,  3.971316  , ...,         nan,\n",
       "                nan,  9.434458  ],\n",
       "       [ 4.806914  ,  3.5477357 ,  3.497484  , ...,         nan,\n",
       "                nan,  4.2407684 ],\n",
       "       [ 5.1588783 ,  5.8127728 ,  3.4250925 , ...,         nan,\n",
       "                nan,  0.64033204]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>u</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-1.3462633 ... -1.6800188</div><input id='attrs-0b492abd-50a8-4068-a752-47ab807ac4f3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0b492abd-50a8-4068-a752-47ab807ac4f3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-110e8b9d-b49c-4574-8c8e-e24eadddd01c' class='xr-var-data-in' type='checkbox'><label for='data-110e8b9d-b49c-4574-8c8e-e24eadddd01c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m s-1</dd></dl></div><div class='xr-var-data'><pre>array([[-1.3462633 , -0.69010794, -1.438689  , ..., -1.7922983 ,\n",
       "        -3.128948  , -1.8400778 ],\n",
       "       [-1.4116102 , -0.53065175, -1.6427315 , ..., -1.8539248 ,\n",
       "        -2.9761574 , -1.7862295 ],\n",
       "       [-1.3758798 , -0.4577695 , -1.2919772 , ..., -1.5188603 ,\n",
       "        -2.5180612 , -1.2537702 ],\n",
       "       ...,\n",
       "       [-2.3597915 , -1.3283207 , -1.7150043 , ..., -1.512877  ,\n",
       "        -1.585256  , -1.8293664 ],\n",
       "       [-2.1657052 , -1.2488834 , -1.6008075 , ..., -1.6210681 ,\n",
       "        -1.7415848 , -1.6846062 ],\n",
       "       [-2.4114003 , -1.3291574 , -1.5674983 , ..., -1.4667393 ,\n",
       "        -1.4814904 , -1.6800188 ]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>v</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-1.156352 -0.77762955 ... 3.0322406</div><input id='attrs-390e344b-ccf7-4388-9d54-d8c834125555' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-390e344b-ccf7-4388-9d54-d8c834125555' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-35dae2b9-6578-4b9e-b42c-af54268fb710' class='xr-var-data-in' type='checkbox'><label for='data-35dae2b9-6578-4b9e-b42c-af54268fb710' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m s-1</dd></dl></div><div class='xr-var-data'><pre>array([[-1.156352  , -0.77762955, -1.3573791 , ..., -1.1498781 ,\n",
       "        -2.1450288 , -1.3756064 ],\n",
       "       [-0.77681303, -0.57301176, -1.0788305 , ..., -1.2132605 ,\n",
       "        -2.080423  , -1.0992697 ],\n",
       "       [-0.5920872 , -0.63585037, -1.0482352 , ..., -0.293334  ,\n",
       "        -1.1820875 , -0.39676696],\n",
       "       ...,\n",
       "       [ 2.5824587 ,  2.2522104 ,  1.7708782 , ...,  1.7248012 ,\n",
       "         2.2990987 ,  2.0954432 ],\n",
       "       [ 2.8373628 ,  2.4414792 ,  1.9390026 , ...,  2.5127075 ,\n",
       "         3.1817207 ,  2.8869522 ],\n",
       "       [ 3.2398207 ,  2.461004  ,  2.1183915 , ...,  2.589521  ,\n",
       "         3.0063179 ,  3.0322406 ]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>w</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-0.19149718 ... 0.0038103736</div><input id='attrs-d123ea3b-6d28-4ad0-9d88-b6cc9d352bc3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d123ea3b-6d28-4ad0-9d88-b6cc9d352bc3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-07c7a973-065a-4251-b1a4-0ab57b017b5f' class='xr-var-data-in' type='checkbox'><label for='data-07c7a973-065a-4251-b1a4-0ab57b017b5f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m s-1</dd></dl></div><div class='xr-var-data'><pre>array([[-0.19149718,  0.11979944, -0.09366906, ...,  0.05248633,\n",
       "        -0.01212606,  0.06719498],\n",
       "       [-0.17347097,  0.14892389, -0.06367791, ...,  0.06975129,\n",
       "        -0.0275096 ,  0.05855052],\n",
       "       [-0.14080322,  0.0996464 , -0.0908146 , ...,  0.06457597,\n",
       "        -0.0343735 ,  0.02760784],\n",
       "       ...,\n",
       "       [ 0.214868  , -0.09481601,  0.14021625, ..., -0.01248053,\n",
       "        -0.00305049,  0.07866849],\n",
       "       [ 0.26949748, -0.08454842,  0.14519778, ..., -0.10896777,\n",
       "         0.02772518,  0.06093036],\n",
       "       [ 0.23423563, -0.02371995,  0.18616812, ..., -0.08966833,\n",
       "         0.05202937,  0.00381037]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>284.7025 283.32306 ... 289.48706</div><input id='attrs-25fe546c-fdf7-416e-b7c7-fbbe25f111c9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-25fe546c-fdf7-416e-b7c7-fbbe25f111c9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5095bced-65b2-4a4b-bb0e-e32d13eab02e' class='xr-var-data-in' type='checkbox'><label for='data-5095bced-65b2-4a4b-bb0e-e32d13eab02e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>K</dd></dl></div><div class='xr-var-data'><pre>array([[284.7025 , 283.32306, 284.4164 , ..., 284.65347, 285.9594 ,\n",
       "        285.27414],\n",
       "       [284.54285, 282.97205, 283.99487, ..., 284.18646, 285.19788,\n",
       "        285.04004],\n",
       "       [284.62372, 282.97604, 283.87775, ..., 283.94064, 284.75174,\n",
       "        284.34027],\n",
       "       ...,\n",
       "       [289.13297, 288.59302, 289.19205, ..., 287.77182, 288.9334 ,\n",
       "        289.247  ],\n",
       "       [288.93884, 288.43365, 289.02094, ..., 288.0327 , 289.01056,\n",
       "        289.37955],\n",
       "       [289.0951 , 288.60147, 289.05762, ..., 288.30093, 289.14792,\n",
       "        289.48706]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>q</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>12.320233 12.341978 ... 15.207115</div><input id='attrs-f1ecad17-2a39-4056-94f7-2d86b84a850f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f1ecad17-2a39-4056-94f7-2d86b84a850f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c2d188e3-e9f1-4ae2-927a-0bbe03e79765' class='xr-var-data-in' type='checkbox'><label for='data-c2d188e3-e9f1-4ae2-927a-0bbe03e79765' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>g/Kg</dd></dl></div><div class='xr-var-data'><pre>array([[12.320233 , 12.341978 , 12.398138 , ...,        nan, 12.500873 ,\n",
       "        12.127293 ],\n",
       "       [12.208518 , 12.425187 , 12.165473 , ...,        nan, 12.251356 ,\n",
       "        11.9123535],\n",
       "       [12.157232 , 12.335882 , 11.45843  , ...,        nan, 11.856333 ,\n",
       "        11.826353 ],\n",
       "       ...,\n",
       "       [       nan, 14.927004 , 14.789322 , ..., 14.402919 , 14.534466 ,\n",
       "        14.690493 ],\n",
       "       [       nan, 15.193623 , 15.075325 , ..., 14.81861  , 14.922895 ,\n",
       "        15.080983 ],\n",
       "       [       nan, 15.485695 , 15.2812195, ..., 15.048279 , 15.127341 ,\n",
       "        15.207115 ]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>year</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>2019.0 2019.0 ... 2019.0 2019.0</div><input id='attrs-188d35d4-a2d0-4056-b822-7a8983a494a9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-188d35d4-a2d0-4056-b822-7a8983a494a9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-56d1865e-c06c-424f-b4af-2057e2287865' class='xr-var-data-in' type='checkbox'><label for='data-56d1865e-c06c-424f-b4af-2057e2287865' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>YYYY</dd></dl></div><div class='xr-var-data'><pre>array([[2019., 2019., 2019., ..., 2019., 2019., 2019.],\n",
       "       [2019., 2019., 2019., ..., 2019., 2019., 2019.],\n",
       "       [2019., 2019., 2019., ..., 2019., 2019., 2019.],\n",
       "       ...,\n",
       "       [2019., 2019., 2019., ..., 2019., 2019., 2019.],\n",
       "       [2019., 2019., 2019., ..., 2019., 2019., 2019.],\n",
       "       [2019., 2019., 2019., ..., 2019., 2019., 2019.]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>month</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>8.0 8.0 8.0 8.0 ... 8.0 8.0 8.0 8.0</div><input id='attrs-5b00d4a0-0387-4644-82e7-ec31ae69a77e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5b00d4a0-0387-4644-82e7-ec31ae69a77e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d9bc880e-233a-447f-8ffb-860204d21c34' class='xr-var-data-in' type='checkbox'><label for='data-d9bc880e-233a-447f-8ffb-860204d21c34' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>MM</dd></dl></div><div class='xr-var-data'><pre>array([[8., 8., 8., ..., 8., 8., 8.],\n",
       "       [8., 8., 8., ..., 8., 8., 8.],\n",
       "       [8., 8., 8., ..., 8., 8., 8.],\n",
       "       ...,\n",
       "       [8., 8., 8., ..., 8., 8., 8.],\n",
       "       [8., 8., 8., ..., 8., 8., 8.],\n",
       "       [8., 8., 8., ..., 8., 8., 8.]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>day</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>23.0 23.0 23.0 ... 25.0 25.0 25.0</div><input id='attrs-be8ebc3b-d2a2-475a-8eef-41a5e66de2ff' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-be8ebc3b-d2a2-475a-8eef-41a5e66de2ff' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7f7cbf28-867c-46b8-a1c4-d1c92ac93e13' class='xr-var-data-in' type='checkbox'><label for='data-7f7cbf28-867c-46b8-a1c4-d1c92ac93e13' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>DD</dd></dl></div><div class='xr-var-data'><pre>array([[23., 23., 23., ..., 23., 23., 23.],\n",
       "       [23., 23., 23., ..., 23., 23., 23.],\n",
       "       [23., 23., 23., ..., 23., 23., 23.],\n",
       "       ...,\n",
       "       [25., 25., 25., ..., 25., 25., 25.],\n",
       "       [25., 25., 25., ..., 25., 25., 25.],\n",
       "       [25., 25., 25., ..., 25., 25., 25.]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>DOY</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>235.0 235.0 235.0 ... 237.0 237.0</div><input id='attrs-6b46f044-4b39-4fa9-a967-546ac7829748' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6b46f044-4b39-4fa9-a967-546ac7829748' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9213e473-4776-4902-847d-d6b39c4fb07b' class='xr-var-data-in' type='checkbox'><label for='data-9213e473-4776-4902-847d-d6b39c4fb07b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd></dd></dl></div><div class='xr-var-data'><pre>array([[235., 235., 235., ..., 235., 235., 235.],\n",
       "       [235., 235., 235., ..., 235., 235., 235.],\n",
       "       [235., 235., 235., ..., 235., 235., 235.],\n",
       "       ...,\n",
       "       [237., 237., 237., ..., 237., 237., 237.],\n",
       "       [237., 237., 237., ..., 237., 237., 237.],\n",
       "       [237., 237., 237., ..., 237., 237., 237.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hour</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>5.0 5.0 5.0 5.0 ... 5.0 5.0 5.0 5.0</div><input id='attrs-e73b813e-7a35-4009-8689-1423d580b838' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e73b813e-7a35-4009-8689-1423d580b838' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eb0f282c-2da0-4b60-a5fc-f2320062f3b3' class='xr-var-data-in' type='checkbox'><label for='data-eb0f282c-2da0-4b60-a5fc-f2320062f3b3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>hh</dd></dl></div><div class='xr-var-data'><pre>array([[5., 5., 5., ..., 5., 5., 5.],\n",
       "       [6., 6., 6., ..., 6., 6., 6.],\n",
       "       [6., 6., 6., ..., 6., 6., 6.],\n",
       "       ...,\n",
       "       [4., 4., 4., ..., 4., 4., 4.],\n",
       "       [4., 4., 4., ..., 4., 4., 4.],\n",
       "       [5., 5., 5., ..., 5., 5., 5.]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>minute</span></div><div class='xr-var-dims'>(timestep, tower)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>30.0 30.0 30.0 30.0 ... 0.0 0.0 0.0</div><input id='attrs-cf72d768-01da-4c14-9858-85d887b8ae05' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cf72d768-01da-4c14-9858-85d887b8ae05' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6da897b8-ea8f-4639-87ba-84487bdbb548' class='xr-var-data-in' type='checkbox'><label for='data-6da897b8-ea8f-4639-87ba-84487bdbb548' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>mm</dd></dl></div><div class='xr-var-data'><pre>array([[30., 30., 30., ..., 30., 30., 30.],\n",
       "       [ 0.,  0.,  0., ...,  0.,  0.,  0.],\n",
       "       [30., 30., 30., ..., 30., 30., 30.],\n",
       "       ...,\n",
       "       [ 0.,  0.,  0., ...,  0.,  0.,  0.],\n",
       "       [30., 30., 30., ..., 30., 30., 30.],\n",
       "       [ 0.,  0.,  0., ...,  0.,  0.,  0.]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>z_meas</span></div><div class='xr-var-dims'>(tower, timestep)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>32.0 32.0 32.0 ... 32.0 32.0 32.0</div><input id='attrs-3fa449b2-1440-4a43-9be9-4c2563d01596' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3fa449b2-1440-4a43-9be9-4c2563d01596' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-df5aee1e-dcc2-4f1d-b79d-485082029b70' class='xr-var-data-in' type='checkbox'><label for='data-df5aee1e-dcc2-4f1d-b79d-485082029b70' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><pre>array([[32., 32., 32., ..., 32., 32., 32.],\n",
       "       [32., 32., 32., ..., 32., 32., 32.],\n",
       "       [32., 32., 32., ..., 32., 32., 32.],\n",
       "       ...,\n",
       "       [32., 32., 32., ..., 32., 32., 32.],\n",
       "       [32., 32., 32., ..., 32., 32., 32.],\n",
       "       [32., 32., 32., ..., 32., 32., 32.]], dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-e3f2bcf3-e262-486f-98ee-123ea207ecf7' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-e3f2bcf3-e262-486f-98ee-123ea207ecf7' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:   (timestep: 96, tower: 12)\n",
       "Coordinates:\n",
       "  * timestep  (timestep) float32 3083.0 3084.0 3085.0 ... 3176.0 3177.0 3178.0\n",
       "  * tower     (tower) |S3 b'nw1' b'nw4' b'ne1' b'ne2' ... b'se2' b'se3' b'se6'\n",
       "    time      (timestep) float64 235.0 235.0 235.1 235.1 ... 237.0 237.0 237.0\n",
       "Data variables:\n",
       "    cov_wT    (timestep, tower) float32 -0.011210094 nan ... -0.03418756\n",
       "    cov_wH2O  (timestep, tower) float32 -0.0022130986 0.00449811 ... 0.008112952\n",
       "    cov_wCO2  (timestep, tower) float32 3.227769 13.763377 ... 4.6885448\n",
       "    f_Hs      (timestep, tower) float32 -13.164713 nan ... -37.28302 -39.423794\n",
       "    f_Hl      (timestep, tower) float32 -3.9807677 8.143591 ... 14.267624\n",
       "    f_CO2     (timestep, tower) float32 3.227769 13.763377 ... 4.6885448\n",
       "    ustar     (timestep, tower) float32 0.097161725 0.118957125 ... 0.6384681\n",
       "    wstar     (timestep, tower) float32 9.96921e+36 9.96921e+36 ... 9.96921e+36\n",
       "    R_net     (timestep, tower) float32 -78.67239 nan ... -22.084446 -23.16859\n",
       "    ghf       (timestep, tower) float32 -6.4383335 -9.522961 ... nan -7.159959\n",
       "    S_store   (timestep, tower) float32 -14.131655 -13.958639 ... nan 4.217908\n",
       "    T_store   (timestep, tower) float32 3.146473 -5.481168 ... nan 2.3848097\n",
       "    Q_store   (timestep, tower) float32 4.6670804 -5.600219 ... nan 0.64033204\n",
       "    u         (timestep, tower) float32 -1.3462633 -0.69010794 ... -1.6800188\n",
       "    v         (timestep, tower) float32 -1.156352 -0.77762955 ... 3.0322406\n",
       "    w         (timestep, tower) float32 -0.19149718 0.11979944 ... 0.0038103736\n",
       "    T         (timestep, tower) float32 284.7025 283.32306 ... 289.48706\n",
       "    q         (timestep, tower) float32 12.320233 12.341978 ... 15.207115\n",
       "    year      (timestep, tower) float32 2019.0 2019.0 2019.0 ... 2019.0 2019.0\n",
       "    month     (timestep, tower) float32 8.0 8.0 8.0 8.0 8.0 ... 8.0 8.0 8.0 8.0\n",
       "    day       (timestep, tower) float32 23.0 23.0 23.0 23.0 ... 25.0 25.0 25.0\n",
       "    DOY       (timestep, tower) float64 235.0 235.0 235.0 ... 237.0 237.0 237.0\n",
       "    hour      (timestep, tower) float32 5.0 5.0 5.0 5.0 5.0 ... 5.0 5.0 5.0 5.0\n",
       "    minute    (timestep, tower) float32 30.0 30.0 30.0 30.0 ... 0.0 0.0 0.0 0.0\n",
       "    z_meas    (tower, timestep) float32 32.0 32.0 32.0 32.0 ... 32.0 32.0 32.0"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tower_data"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "be8fdf6a",
   "metadata": {},
   "source": [
    "## create a pandas dataframe with both the observed and simulated values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "4339ca79",
   "metadata": {},
   "outputs": [],
   "source": [
    "#function to create a combined pd dataframe\n",
    "def combine_obs_sim(ds_sim,ds_obs,var_sim,tower_data_column):\n",
    "    df = pd.DataFrame()\n",
    "    df = ds_sim[var_sim].to_dataframe()\n",
    "    #print(len(tower_data.T.to_dataframe()))\n",
    "    new_column_name = var_sim+'_simulated'\n",
    "    df.rename(columns = {var_sim:new_column_name}, inplace = True)\n",
    "    df = df.reset_index()\n",
    "    #convert the tower data netcdf to a dataframe so that we can have both measured and simulated values together\n",
    "    check_df = tower_data[tower_data_column].to_dataframe()\n",
    "    #data check\n",
    "    #check_df.head()\n",
    "    #reorder the dataframe index levels to have the towers first and then timestep\n",
    "    #so that all of the times for one tower is captured in one block\n",
    "    check_df = check_df.reset_index().sort_values(by=['tower','timestep'])\n",
    "    #data check\n",
    "    #check_df['T']\n",
    "    output_df_measured_column = tower_data_column+'_measured'\n",
    "    df[output_df_measured_column] = check_df[tower_data_column].values\n",
    "    df['hour'] = df.time.dt.hour\n",
    "    f1 = df['hour'] > 5\n",
    "    f2 = df['hour'] < 20\n",
    "    df['day_night'] = 'night'\n",
    "    #df_sub = df[(df.hour > 8) & (df.hour) <20]\n",
    "    df.loc[f1&f2, 'day_night'] = 'day'\n",
    "    #data check\n",
    "    return(df)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c22b18c1",
   "metadata": {},
   "source": [
    "Sunrise and sunset times for Park Falls, WI for Aug23 and 24, 2019:\n",
    "\n",
    "[link](https://www.sunrisesunset.com/calendar.asp?back=USA&comb_city_info=Park+Falls%2C+Wisconsin%2C+USA%3B90.4459%3B45.9334%3B-6%3B1&month=8&year=2019&want_solar_noon=1&want_daylen=1&time_type=0&wsom=0)\n",
    "\n",
    "Sunrise: 6:00 AM local\n",
    "Sunset: 8:00 PM local"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a991e2e1",
   "metadata": {},
   "source": [
    "### Temperature"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "bc83157a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
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       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>tower</th>\n",
       "      <th>time</th>\n",
       "      <th>x</th>\n",
       "      <th>y</th>\n",
       "      <th>zw_3d</th>\n",
       "      <th>theta_simulated</th>\n",
       "      <th>T_measured</th>\n",
       "      <th>hour</th>\n",
       "      <th>day_night</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>nw1</td>\n",
       "      <td>2019-08-23 05:00:00.600000175</td>\n",
       "      <td>2217.0</td>\n",
       "      <td>9147.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>284.974014</td>\n",
       "      <td>283.241241</td>\n",
       "      <td>5</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>nw1</td>\n",
       "      <td>2019-08-23 05:30:00.600000192</td>\n",
       "      <td>2217.0</td>\n",
       "      <td>9147.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>284.963089</td>\n",
       "      <td>282.651825</td>\n",
       "      <td>5</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>nw1</td>\n",
       "      <td>2019-08-23 06:00:00.600000210</td>\n",
       "      <td>2217.0</td>\n",
       "      <td>9147.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>284.274216</td>\n",
       "      <td>282.120392</td>\n",
       "      <td>6</td>\n",
       "      <td>day</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>nw1</td>\n",
       "      <td>2019-08-23 06:30:00.600000227</td>\n",
       "      <td>2217.0</td>\n",
       "      <td>9147.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>283.334152</td>\n",
       "      <td>282.207031</td>\n",
       "      <td>6</td>\n",
       "      <td>day</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>nw1</td>\n",
       "      <td>2019-08-23 07:00:00.600000244</td>\n",
       "      <td>2217.0</td>\n",
       "      <td>9147.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>282.686829</td>\n",
       "      <td>282.715790</td>\n",
       "      <td>7</td>\n",
       "      <td>day</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>943</th>\n",
       "      <td>se6</td>\n",
       "      <td>2019-08-24 18:00:00.210999692</td>\n",
       "      <td>9537.0</td>\n",
       "      <td>3333.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>296.130295</td>\n",
       "      <td>293.342163</td>\n",
       "      <td>18</td>\n",
       "      <td>day</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>944</th>\n",
       "      <td>se6</td>\n",
       "      <td>2019-08-24 18:30:00.210999622</td>\n",
       "      <td>9537.0</td>\n",
       "      <td>3333.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>296.187225</td>\n",
       "      <td>293.353394</td>\n",
       "      <td>18</td>\n",
       "      <td>day</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>945</th>\n",
       "      <td>se6</td>\n",
       "      <td>2019-08-24 19:00:00.210999552</td>\n",
       "      <td>9537.0</td>\n",
       "      <td>3333.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>296.127747</td>\n",
       "      <td>292.626953</td>\n",
       "      <td>19</td>\n",
       "      <td>day</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>946</th>\n",
       "      <td>se6</td>\n",
       "      <td>2019-08-24 19:30:00.210999482</td>\n",
       "      <td>9537.0</td>\n",
       "      <td>3333.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>295.972092</td>\n",
       "      <td>291.760864</td>\n",
       "      <td>19</td>\n",
       "      <td>day</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>947</th>\n",
       "      <td>se6</td>\n",
       "      <td>2019-08-24 20:00:00.210999411</td>\n",
       "      <td>9537.0</td>\n",
       "      <td>3333.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>295.671799</td>\n",
       "      <td>291.086945</td>\n",
       "      <td>20</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>948 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    tower                          time       x       y  zw_3d  \\\n",
       "0     nw1 2019-08-23 05:00:00.600000175  2217.0  9147.0   32.0   \n",
       "1     nw1 2019-08-23 05:30:00.600000192  2217.0  9147.0   32.0   \n",
       "2     nw1 2019-08-23 06:00:00.600000210  2217.0  9147.0   32.0   \n",
       "3     nw1 2019-08-23 06:30:00.600000227  2217.0  9147.0   32.0   \n",
       "4     nw1 2019-08-23 07:00:00.600000244  2217.0  9147.0   32.0   \n",
       "..    ...                           ...     ...     ...    ...   \n",
       "943   se6 2019-08-24 18:00:00.210999692  9537.0  3333.0   32.0   \n",
       "944   se6 2019-08-24 18:30:00.210999622  9537.0  3333.0   32.0   \n",
       "945   se6 2019-08-24 19:00:00.210999552  9537.0  3333.0   32.0   \n",
       "946   se6 2019-08-24 19:30:00.210999482  9537.0  3333.0   32.0   \n",
       "947   se6 2019-08-24 20:00:00.210999411  9537.0  3333.0   32.0   \n",
       "\n",
       "     theta_simulated  T_measured  hour day_night  \n",
       "0         284.974014  283.241241     5     night  \n",
       "1         284.963089  282.651825     5     night  \n",
       "2         284.274216  282.120392     6       day  \n",
       "3         283.334152  282.207031     6       day  \n",
       "4         282.686829  282.715790     7       day  \n",
       "..               ...         ...   ...       ...  \n",
       "943       296.130295  293.342163    18       day  \n",
       "944       296.187225  293.353394    18       day  \n",
       "945       296.127747  292.626953    19       day  \n",
       "946       295.972092  291.760864    19       day  \n",
       "947       295.671799  291.086945    20     night  \n",
       "\n",
       "[948 rows x 9 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "temperature_df = combine_obs_sim(theta_simulated,tower_data,'theta','T')\n",
    "temperature_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "e7ca1bc4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x7f22bdd0b5e0>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 669.9x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 669.9x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#check both the data\n",
    "sns.relplot(\n",
    "    data=temperature_df, x=\"time\", y=\"theta_simulated\", style=\"tower\", kind=\"line\",height=8\n",
    ")\n",
    "sns.relplot(\n",
    "    data=temperature_df, x=\"time\", y=\"T_measured\", style=\"tower\", kind=\"line\",height=8\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "b88c9586",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(275.0, 300.0)"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x432 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "f1 = temperature_df['day_night']=='day'\n",
    "f2 = temperature_df['day_night']=='night'\n",
    "\n",
    "\n",
    "#scatter with regline and distributions\n",
    "x_val = 'T_measured'\n",
    "y_val = 'theta_simulated'\n",
    "ax1 = sns.jointplot(data = temperature_df.loc[f1], x = x_val, y=y_val, kind='reg', xlim=(275,300), ylim=(275,300), height = 8,\n",
    "                  marker = 'o',scatter_kws={'s':80,'alpha':0.7})\n",
    "\n",
    "#scatter with towers coloured in\n",
    "ax2 = sns.JointGrid(data=temperature_df.loc[f1], x=x_val, y=y_val,hue='tower',height=10,xlim=(270, 300), ylim=(270,300))\n",
    "ax2.plot_joint(sns.scatterplot,edgecolor='0.2', alpha=.7,s=80,palette=\"deep\")\n",
    "ax2.plot_marginals(sns.kdeplot)\n",
    "\n",
    "#scatter plot with time\n",
    "fig, ax3 = plt.subplots(figsize=(10,10))\n",
    "sns.jointplot(data = temperature_df.loc[f1], x = x_val, y=y_val, kind='scatter', hue='hour',\n",
    "              marker = 'o', s = 80,ax = ax3)\n",
    "ax3.set_xlim([275,300])\n",
    "ax3.set_ylim([275,300])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d4010fc3",
   "metadata": {},
   "source": [
    "### Moisture"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "e6ce707c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>tower</th>\n",
       "      <th>time</th>\n",
       "      <th>x</th>\n",
       "      <th>y</th>\n",
       "      <th>zw_3d</th>\n",
       "      <th>q_simulated</th>\n",
       "      <th>q_measured</th>\n",
       "      <th>hour</th>\n",
       "      <th>day_night</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>nw1</td>\n",
       "      <td>2019-08-23 05:00:00.600000175</td>\n",
       "      <td>2217.0</td>\n",
       "      <td>9147.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.008546</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>nw1</td>\n",
       "      <td>2019-08-23 05:30:00.600000192</td>\n",
       "      <td>2217.0</td>\n",
       "      <td>9147.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.008553</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>nw1</td>\n",
       "      <td>2019-08-23 06:00:00.600000210</td>\n",
       "      <td>2217.0</td>\n",
       "      <td>9147.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.008326</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6</td>\n",
       "      <td>day</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>nw1</td>\n",
       "      <td>2019-08-23 06:30:00.600000227</td>\n",
       "      <td>2217.0</td>\n",
       "      <td>9147.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.008244</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6</td>\n",
       "      <td>day</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>nw1</td>\n",
       "      <td>2019-08-23 07:00:00.600000244</td>\n",
       "      <td>2217.0</td>\n",
       "      <td>9147.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.008231</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>day</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>943</th>\n",
       "      <td>se6</td>\n",
       "      <td>2019-08-24 18:00:00.210999692</td>\n",
       "      <td>9537.0</td>\n",
       "      <td>3333.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.006203</td>\n",
       "      <td>13.352215</td>\n",
       "      <td>18</td>\n",
       "      <td>day</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>944</th>\n",
       "      <td>se6</td>\n",
       "      <td>2019-08-24 18:30:00.210999622</td>\n",
       "      <td>9537.0</td>\n",
       "      <td>3333.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.006148</td>\n",
       "      <td>13.626987</td>\n",
       "      <td>18</td>\n",
       "      <td>day</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>945</th>\n",
       "      <td>se6</td>\n",
       "      <td>2019-08-24 19:00:00.210999552</td>\n",
       "      <td>9537.0</td>\n",
       "      <td>3333.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.006344</td>\n",
       "      <td>13.880861</td>\n",
       "      <td>19</td>\n",
       "      <td>day</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>946</th>\n",
       "      <td>se6</td>\n",
       "      <td>2019-08-24 19:30:00.210999482</td>\n",
       "      <td>9537.0</td>\n",
       "      <td>3333.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.006562</td>\n",
       "      <td>14.175860</td>\n",
       "      <td>19</td>\n",
       "      <td>day</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>947</th>\n",
       "      <td>se6</td>\n",
       "      <td>2019-08-24 20:00:00.210999411</td>\n",
       "      <td>9537.0</td>\n",
       "      <td>3333.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.006640</td>\n",
       "      <td>14.114041</td>\n",
       "      <td>20</td>\n",
       "      <td>night</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>948 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    tower                          time       x       y  zw_3d  q_simulated  \\\n",
       "0     nw1 2019-08-23 05:00:00.600000175  2217.0  9147.0   32.0     0.008546   \n",
       "1     nw1 2019-08-23 05:30:00.600000192  2217.0  9147.0   32.0     0.008553   \n",
       "2     nw1 2019-08-23 06:00:00.600000210  2217.0  9147.0   32.0     0.008326   \n",
       "3     nw1 2019-08-23 06:30:00.600000227  2217.0  9147.0   32.0     0.008244   \n",
       "4     nw1 2019-08-23 07:00:00.600000244  2217.0  9147.0   32.0     0.008231   \n",
       "..    ...                           ...     ...     ...    ...          ...   \n",
       "943   se6 2019-08-24 18:00:00.210999692  9537.0  3333.0   32.0     0.006203   \n",
       "944   se6 2019-08-24 18:30:00.210999622  9537.0  3333.0   32.0     0.006148   \n",
       "945   se6 2019-08-24 19:00:00.210999552  9537.0  3333.0   32.0     0.006344   \n",
       "946   se6 2019-08-24 19:30:00.210999482  9537.0  3333.0   32.0     0.006562   \n",
       "947   se6 2019-08-24 20:00:00.210999411  9537.0  3333.0   32.0     0.006640   \n",
       "\n",
       "     q_measured  hour day_night  \n",
       "0           NaN     5     night  \n",
       "1           NaN     5     night  \n",
       "2           NaN     6       day  \n",
       "3           NaN     6       day  \n",
       "4           NaN     7       day  \n",
       "..          ...   ...       ...  \n",
       "943   13.352215    18       day  \n",
       "944   13.626987    18       day  \n",
       "945   13.880861    19       day  \n",
       "946   14.175860    19       day  \n",
       "947   14.114041    20     night  \n",
       "\n",
       "[948 rows x 9 columns]"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "q_df = combine_obs_sim(q_simulated,tower_data,'q','q')\n",
    "q_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "413e2e25",
   "metadata": {},
   "outputs": [],
   "source": [
    "q_df['q_simulated'] = q_df['q_simulated']*1000"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "e09b48fe",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x7f3e6c17a580>"
      ]
     },
     "execution_count": 60,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 741.9x648 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 741.9x648 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#check both the data\n",
    "sns.relplot(\n",
    "    data=q_df, x=\"time\", y=\"q_simulated\", hue=\"tower\", kind=\"line\",height=9\n",
    ")\n",
    "sns.relplot(\n",
    "    data=q_df, x=\"time\", y=\"q_measured\", hue=\"tower\", kind=\"line\",height=9\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "id": "65e7f686",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x7f3e6d2dba60>"
      ]
     },
     "execution_count": 68,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 813.9x360 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.relplot(\n",
    "    data=q_df, x=\"q_measured\", y=\"q_simulated\", col=\"day_night\",\n",
    "    hue=\"tower\", \n",
    "    palette='deep',\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "343b6765",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'\\nax3.set_xlim([275,300])\\nax3.set_ylim([275,300])\\n'"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x432 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "f1 = q_df['day_night']=='day'\n",
    "f2 = q_df['day_night']=='night'\n",
    "\n",
    "#scatter with regline and distributions\n",
    "x_val = 'q_measured'\n",
    "y_val = 'q_simulated'\n",
    "ax1 = sns.jointplot(data = q_df, x = x_val, y=y_val, kind='reg',# xlim=(275,300), ylim=(275,300),\n",
    "                    height = 8, marker = 'o',scatter_kws={'s':80,'alpha':0.7})\n",
    "\n",
    "#scatter with towers coloured in\n",
    "ax2 = sns.JointGrid(data=q_df, x=x_val, y=y_val,hue='tower',height=10)#,xlim=(270, 300), ylim=(270,300))\n",
    "ax2.plot_joint(sns.scatterplot,edgecolor='0.2',alpha = 0.8,s=100,palette=\"deep\")\n",
    "ax2.plot_marginals(sns.kdeplot)\n",
    "\n",
    "#scatter plot with time\n",
    "fig, ax3 = plt.subplots(figsize=(10,10))\n",
    "sns.jointplot(data = q_df, x = x_val, y=y_val, kind='scatter', hue='Time_of_day',\n",
    "              marker = 'o', s = 80,ax = ax3)\n",
    "'''\n",
    "ax3.set_xlim([275,300])\n",
    "ax3.set_ylim([275,300])\n",
    "'''"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "id": "227359e8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='q_measured', ylabel='Density'>"
      ]
     },
     "execution_count": 77,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x432 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x432 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, (ax1,ax2) = plt.subplots(1,2,sharey = True, figsize=(12,6))\n",
    "sns.histplot(data = q_df, ax=ax1,x =\"q_simulated\", kde=True,fill=True, stat='density',color='black')\n",
    "sns.histplot(data = q_df, ax=ax2,x =\"q_measured\", kde=True,fill=True, stat='density',color='black')\n",
    "fig, (ax1,ax2) = plt.subplots(1,2,sharey = True, figsize=(12,6))\n",
    "sns.histplot(data = q_df,x =\"q_simulated\", ax=ax1, hue = 'day_night',kde=True,fill=True, stat='density',element='step')\n",
    "sns.histplot(data = q_df,x =\"q_measured\", ax=ax2, hue = 'day_night',kde=True,fill=True, stat='density',element='step')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "id": "23266c19",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='T_measured', ylabel='Density'>"
      ]
     },
     "execution_count": 78,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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TGJOE8+HiRT/HLLbWHgz8TERERESkKK1fv56vvvqK4cOHEx8f/nS2cePGxMfHM3Xq1LDeDxBqbvboXw0cAj7N3uBNyMcBTYwxzXI70Fob0G3P1tq9OZL8bIuA6saY0E22KiIiIiJF4s033yQ+Pp4hQ4YUSX1ly5alS5cupKSkFEl9oeJmot8cWO0naV/u83jIGWPicMbsb7TWHvezyxpjzEljzA5jzNvGmFrhiENEREREgpeens7YsWPp1asXycnJRVbvlVdeyYYNG1i/fn2R1VlYbib61YH9frbv93k8HO7FGerzTI7tvwL/AAbijNN/DbgBWGiMqRqmWEREREQkCDNmzGDfvn0MGjSoSOvt0cO5bXPmzLxGl0cWV2fdAfwNqwnksQIxxvQGRgJjrbXv+j5mrR2fY/dvjTELga+AO/nzB4N8rVy5soCRRp4lS5a4HUJU0HUKjK4TtGrVitTU1Dz3ye/xQOhaBy5a2+xYe451PpHP7XN68cUXqV69OtWrV2fJkiUBtad5CfTYhg0bUr9+fT744AM6dOhQ4PqKkpuJ/j7899pX8/7019tfYMaYnsBkYCoQ0IAua+0sY8wOnNl3gta8eXPKlClTkEMjSvYfkeRN1ykwuk7/k9dXzqmpqSH5SjrYa52Wlha1CW9hRWObHWt/TzqfyOf2Oe3Zs4cffviB++67j7Zt257aXtD2Mti2tm/fvrz88ssYY8KyEm9B5NVuuzl0ZxXQ1BiTM4YW3p8he6cxxlyOk+B/DvS31p4M4vASQPSteSwiIiISYyZOnEhmZia33HKLK/VffvnlpKenM2fOHFfqD5abiX4KziJZV+bYfjNgrbWrQ1GJMeZSb11fA9dZazOCOLY7kAgsDEUsIiIiIlJw48aN47zzzqN587DM2ZKv9u3bU6ZMGWbPnu1K/cFyc+jOTGA2MMYYUx3YBNwCdAB6Ze9kjJkDXOS78q0xpiZwkffXRt5t13h//81au9i7rQNOkr8deA44zxjjG8NSa22ad9+lwHuABTKA9sCDOItyvRqqkxYRERGR4C1fvpylS5fy3//+17UYEhISaN++vRL9/FhrPd6bY0d4/1XBWRm3j7V2Wj6Hn4Wz2q2v7N/HAbd6/98VSMBZhGuOn3IaAL95/78WuANIBkoBW4HROItzHcz3hEREREQkbN577z1KlSpFv379XI2jS5cuPPHEE+zbt4/q1cM1SWRouDrrjrX2MHCX919u+3T2s20OEPennf+83zBgWICxuPuqERERERG/srKymDRpEpdddhk1atRwNZYuXbrw+OOP891339GnTx9XY8mPm2P0RURERETyNX/+fLZv384NN9zgdii0adOG8uXL8+2337odSr6U6IuIiIhIRJs0aRIJCQlcddVVbodCqVKl6NixoxJ9EREREZHCyMzM5KOPPuKKK66ImLnru3Tpwpo1a9i5c6fboeRJib6IiIiIRKw5c+awe/durr/+erdDOaVLly4AET/7jhJ9EREREYlYkyZNokKFCvTo0cPtUE5p2bIlVapUifjhO0r0RURERCQipaen8/HHH9O7d28SEhLcDueUkiVLctFFF/HNN9+4HUqelOiLiIiISESaNWsWBw8ejKhhO9k6d+7Mpk2b2L59u9uh5EqJvoiIiIhEpEmTJlGlShW6d+/udih/0r59ewAWLFjgciS5U6IvIiIiIhHn+PHjfPLJJ/Tt25fSpUu7Hc6ftGzZkrJly/LDDz+4HUqulOiLiIiISMT5/PPPOXLkSEQO2wEoXbo0bdq0UaIvIiIiIhKMSZMmUbNmTS6++GK3Q8lV+/bt+fnnnzlx4oTbofilRF9EREREIsqxY8eYMWMGffv2JT4+3u1wctW+fXsyMjJYsmSJ26H4pURfRERERCLKF198wbFjx7jmmmvcDuWUzMzMP21r164dQMiG7/irozAi9yOSiIiIiBRLU6dOpVq1anTq1MntUE6Jj49n2LBhf9perVo13nnnHY4ePVroOvyVXxjq0RcRERGRiJGWlsa0adPo1asXpUqVcjucfJ122mls3boVj8fjdih/okRfRERERMKiIENRvvnmGw4fPkzfvn3DEFHo1a1bl6NHj3LgwAG3Q/kTDd0RERERkbDIbbhLXj799FPKlCnDggULWLRoUb77h3q4S7BOO+00ALZu3Uq1atVcjSUn9eiLiIiISETIysrCWkvjxo0jerYdXzVr1qRMmTJs3brV7VD+JOgraIyZBYwGUqy16aEPSURERESKo82bN3P8+HGaNm3qdigBK1GiBHXq1GHbtm1uh/InBenRbwVMBFKNMS8aY1qEOCYRERERKYZWr15NfHw8Z5xxhtuhBKVOnTrs3r2bjIwMt0P5g4Ik+klAf2ApcDewzBjzozHmL8aYCiGNTkRERESKBY/Hw9q1aznzzDMpXbq02+EEJTk5GY/Hw86dO90O5Q+CTvSttenW2knW2m5AQ+AZIBF4E9hhjBljjLkwxHGKiIiISAzbunUrR44ciaphO9mSk5MBSE1NdTmSPyrUzbjW2s3W2ieBBsBlwGzgVmCuMWa1MeZeY0z5wocpIiIiIrFszZo1lCxZksaNG7sdStAqVapEhQoVYivR99ESuAroCMQBvwJZwAvABmNM+xDVIyIiIiIxxuPxsGbNGho2bEiZMmXcDqdAkpOTYyfRN8ZUMcbcaYz5GVgMDAG+BLpaaxtba5sDXYFjwKshiVZEREREYs6OHTs4dOhQVA7byZacnMzevXtJS0tzO5RTCjK9ZhdgMHA1UBZYBwwFxlpr9/nua6391hjzL5Toi4iIiEgu1qxZQ1xcHMYYt0MpsDp16gDOh5b69eu7G4xXQVYi+BpIA6YCb1lrv8tn/w3A/ALUIyIiIiIxLnvYTv369SlXrpzb4RRY9g2527dvj+pE/wFgnLV2fyA7W2tn49ykKyIiIiLyB3v27GHfvn20bdvW7VAKpVy5clSpUiWixukXZIx+RSA5tweNMWcZY54oeEgiIiIiUlysWbMGIKrH52eLtBtyC5LoPwmcncfjzb37iIiIiIjkac2aNZx++ulUqBD9664mJydz8OBBjh075nYoQMES/bh8Hi8LZBagXBEREREpRvbv38+uXbtiojcfIm/hrIDG6BtjKgFVfDZVN8ac7mfXakB/YGuA5VYARgDXestfBTxlrf0sn+M6AIOA84CzgHhrba4fQIwx9wB3AfWAbTir+I601mbl2O8MYBRwMc6HoHnAg9ba1YGcj4iIiIgELnvYTpMmTVyOJDRq164NODfkNmrUyOVoAu/Rvx/Y5P3nAV70+d333xKcufPfCLDcFJwPBo8BPYHVQIoxpkc+x10CdMaZ0WdZXjsaYx7DWbhrEnApMAZ4FucDhu9+tXAS+/rALUA/nA8u3xlj6gZ4PiIiIiISoDVr1pCcnEyVKlXcDiUkypYtS7Vq1di5c6fboQCBz7ozx/szDngCJ0FfnmMfD3AEWGit/SG/Ar3JfFegj7U2xbttNtAQp1d9Zh6HP22tHe495kWgdS51VAceBV6x1mbfIDzHGFMeGGqMecVau827/UGgKtDaWpvqPX4BzgeYR4Hb8zsnEREREQnMoUOH2L59O5dcconboYRU7dq12b59u9thAAEm+t658r8DMMbUA96w1v5YyLqvBg4Bn/rU4zHGjAPeMsY0y23ITM4hN3m4DOeegXE5to8F/gFcBbzmE8+s7CTfW88+Y8w0oA9K9EUkjDIzM9m3z1lzsHr16i5HIyISfrE0246vpKQkVq1axYkTJyhbtqyrsQQ9j761dmCI6m4OrPaTtC/3fTwEdXhwxv6fYq1db4w57n0cY0wCcAYwxU8Zy4EbjTG1rLW7CxmPiMgfHDt2jHnz5rF48WIyM515DOLj42nWrBmXXXYZCQkJLkcoIhIea9asITExMeY6N5KSkgDYuXOn6wtn5ZvoZ990a63d4vt7frL3z0N1YJ2f7ft9Hi+s6sAxa22an8cO+NRRFWdYkr9FwHzjUaIvIiGzc+dOJk2axOHDh2nRogVnnnkmAOvXr2fFihVs27aN/v37U61aNZcjFREJrSNHjrBlyxY6d+7sdighl53o79ixI/ITfeA3IMsYU85am+793RPAcSUD2CevcgKpIxDB1BHSeFauXBnsIRFryZIlbocQFXSdAqPrBCVLluSdd96hdOnS9OrVi5o1a556rG3bttSrV4+vvvqK0aNH07t37wLPL61rHbhobbNj7TnW+US+YM6pVatWfqeaXL3aGbRRvXr1kExFWZgygjk20H3LlSvHpk2bqFevXtDxhPI1E0ii/xROkpuZ4/fC2of/Xvvsrit/vesFqaO8MaaMn179qj51HMA5p5DG07x5c8qUKRPsYRFnyZIltGrVyu0wIp6uU2B0nWDLli20bduWhIQEBg0aROXKlf3uN3jwYMaMGcPs2bMZNGgQpUqVCrquYK91Wlpa1Ca8hRWNbXas/T3pfCJfQc4pe255X19//TU1atTgrLPOIi4uvyWaClZHIFJTU4M6NtB9k5OTOXToUIHiCmW7nW+ib60dltfvhbAK6GuMKZFjnH4L789QvNOswhmScxbwc/ZGY0wjICG7DmvtcWPMRrxj9nNoAezR+HwRCYXMzEz69+/P0aNHGTBgQK5JPkDNmjXp27cvEydO5JtvvuGyyy4rwkhFRMLj2LFj/Pbbb3To0CEkSX4kSkpK4tdffyUzM5P4+KBviQ2ZgqyMGyopOItkXZlj+82ADdEiVZ8DacCAHNtvwfmGYlqOeLoZY5KyNxhjqnnjmxqCWERE+Ne//sX333/Pa6+99ofhOrk588wzad26NT/++GPETNcmIlIYa9euxePxxNxsO75q166Nx+Nh9253+4mD/ojh7Q1vZK39wmdbW5xFr6oB46y1bwVQ1ExgNjDGO9/9JpwEvAPQy6fsOcBFvivfGmNqAhd5f23k3XaN9/ffrLWL4dT0mP8EHjfGHPLW1w74O/CitdZ3Bd+ROB8IZhpjhuN8EHjM+/MPi2uJiBTE+vXrefrpp7n++uu56aabGDZsWEDHde3aFWstM2fOZMiQITHbAyYixcOaNWuoUqXKqZtWY5HvzDsFHVYUCgXp0f83TqIMgDGmBk7P+aU4Q19eN8b0zq8Qa60H6I2zYu0Ibxln4yygNS2PQ8EZijPF+6+nd1v273fl2PcpnMWw+gNfAX8FnvQ9B288u4COwFZgPDAZOAh0CmAGIRGRPHk8Hu6++27Kli3LCy+8ENSxZcqUoUuXLqSmpp6ad1pEJBqdOHGCjRs30qxZs5jutKhatSqlS5dmx44drsZRkEFDrQHfHvt+QCWgJc50mXOAe4FP8ivIWnsYJzHPmZz77tPZz7Y5OGPv8+X9QPGi919++67H59sEEZFQ+fLLL/nyyy954YUXqF27dtDHn3322cyfP5/Zs2fTpEkTSpRwc+SliEjBWGvJysqK6WE7AHFxcSQlJbFz505X4yjIO0VNwHduocuA+dbald7pNycBzUIRnIhILMjKyuLhhx+mQYMG3HHHHQUqo0SJEnTu3Jm9e/eydu3aEEcoIlI01qxZQ6VKlahTp47boYRdUlISu3btIisr59qwRacgif5RnJtoMcaUxBlTP9fn8eM4PfwiIgJMmTKFX375haeffprSpUsXuJymTZtStWpVFixYEMLoRESKRlpaGhs2bKBJkyYxPWwnW+3atcnIyGD//lDMGF8wBUn0VwEDvDfQ/gWoAMzyebwesCcEsYmIRD2Px8M///lPmjRpQr9+/QpVVokSJWjbti3btm1j69at+R8gIhJB1q9fz8mTJ2nWrHgM/PC9IdctBUn0/4Nz0+xu4FVgKTDP5/Hu+MxZLyJSnH399df88ssvPPTQQyEZV3/uuedSpkwZFi1aFILoRESKzpo1ayhfvjynnXaa26EUiZo1a1KiRInoSvSttTOALjg3tw4HuntveMXby78NGBu6EEVEotd//vMfateuTf/+/UNSXunSpTn77LNZvXo1x48fD0mZIiLhlpGRwfr164vVZAIlS5akVq1arib6BVqqy1o7lz+Oy8/evg/oU9igRERiwbJly5g1axb//Oc/KVOmTMjKPe+881i0aBHLly+nbdu2IStXRCRcNmzYQEZGRrEZtpMtKSmJdevW4fF4XLkvoXh8pBIRccHIkSOpUKECf/vb30JablJSEsnJySxdujSk5YqIhMuqVasoV64c9evXdzuUIpWUlMSxY8c4cuSIK/UXqEffGNMOZ+77M4Hq/HlOe4+19oxCxiYiErW2bt3KpEmTuOeee6hSpUrIyz/nnHP4/PPP2bVrF4mJiSEvX0QkVNLT01m3bh1nn312sRm2ky173ZQdO3ZQsWLFIq8/6KttjLkZ+B7oC5QFtgCbc/zTSrIiUqy9/fbbZGVlce+994al/LPOOou4uDhWrlwZlvJFREJl/fr1ZGRk0Lx5c7dDKXLZHTFujdMvSI/+o4AFulprU/PbWUSkuMnMzGTMmDFcfvnl1KtXLyx1lC9fnjPOOIMVK1bQpUuXYjEntYhEp5UrV1KhQgVOP/10t0MpcmXKlKFatWquJfoF+f6kHvC6knwREf9mzpxJamoqt912W1jrad68OYcOHWLbtm1hrUdEpKAOHz7M+vXradasWbEbtpMtKSkpqhL9bUDopo8QEYkxb731FrVr16Znz55hrccYQ4kSJVi7dm1Y6xERKajPPvuMkydPFsthO9kSExM5cOAAaWlpRV53QRL9N4D+xpiSoQ5GRCTabdmyhc8//5zBgwcTH1+g+Q4CVrZsWerXr4+1Nqz1iIgU1OTJk6lUqRJ169Z1OxTXZI/T3717d5HXXZB3oSU4N+L+ZIx5FdgEnMy5k3eufRGRYmXMmDF4PB4GDx5cJPUZY/j888/Zu3cvNWrUKJI6RUQCceDAAb788ktat25drO8jSkpKApwbcot6VeCCJPrf+Px/NODJ8Xicd5t6/EWkWDl58iRjxoyhe/fuRTZXdHaiv3btWjp06FAkdYqIBCIlJaXYzrbjq1KlSpQtW5Zdu3YVed0FSfQHhjwKEZEYMHv2bLZv387zzz9fZHVWrlyZ2rVrY61Voi8iEWXy5Mk0bNjw1FzyxVVcXByJiYnRkehba8eFIxARkWg3ceJEKlasyJVXXlmk9RpjmDNnDkeOHKFChQpFWreIiD979uzhm2++YejQocV62E62xMREli5disfjKdLrUTznORIRCbETJ07w8ccf06dPHxISEoq0bmMMAOvWrSvSekVEcvPxxx9z8uRJrr/+erdDiQhJSUlkZGSwf//+Iq23QIm+MeY0Y8w7xphtxph0Y0wX7/aa3u1tQhumiEhkmz59OocPH6Z///5FXndiYiKVK1fW7DsiEjEmTJhAs2bNOPvss90OJSJkz7xT1MN3gk70jTENgMU4M++swuemW2vtHqA1MCRUAYqIRIOJEyeSmJjIxRdfXOR1x8XFYYxh48aNZGRkFHn9IiK+Nm7cyPz58xkwYICG7XjVqlWLuLi4Il84qyA9+s8CWUBzoD/OLDu+ZgK6I0xEio0DBw4wY8YMbrjhhrDPnZ+bM888k8zMTDZv3uxK/RLdMjMzY6IOiQwTJkwgLi7OlW84I1V8fDw1atQo8h79grwjdQVettZuNcZU9/P4ZqD4roogIsXO1KlTSU9Pd/VNrV69epQsWZKNGzfSqFEj1+KQ6BQfH8+wYcPCWke4y5fI4PF4GD9+PJ07dy7yOeMjXWJiIlu3bi3SOgvSo18J2JHH46Up2AcIEZGo9P7779OoUSNat27tWgylSpXi9NNP59dff3UtBhGRhQsXsmHDBgYMGOB2KBEnMTGRQ4cOcfz48SKrsyCJ/lbgrDwevwDYULBwRESiy/bt25kzZw79+/d3fSxqw4YN2b17N0eOHHE1DhEpvsaPH0/ZsmXp27ev26FEnOwVcoty+E5BEv2pwCBjjO8yZx4AY0xf4FrgwxDEJiIS8SZNmoTH4+HGG290OxTOOOMMwLkRTkSkqKWnpzN58mR69+5NpUqV3A4n4mTPvFOUN+QW9GbcbcCPwAScJP9hY8wCnAT/F2BUyCIUEYlgEydOpHXr1jRu3NjtUEhKSqJcuXJK9EXEFTNnzmT//v0atpOLChUqUL58+cju0bfWHgbaAaNxptKMA7oBBngNuNhaeyKUQYqIRKK1a9fy888/R0RvPjjTbDZo0IBff/0Vj8fjdjgiUsyMHz+eWrVq0b17d7dDiUhxcXEkJiYWaaJfoJtmvcn+vcC9xpiaOMn+Hmut3llEpNiYOHEiJUqU4IYbbnA7lFMaNmzIqlWr2LNnj9uhiEgxsn//fqZPn84dd9zh2jTD0SAxMZGffvqJrKwsSpQo0Lq1QQn6mTDGtAd6Ao1xZuA5DKwFZgALQxqdiEiE8ng8vP/++3Tp0oXatWu7Hc4p2eP0NfuOiBSlDz/8kPT0dA3byUdSUhInT55k79691KpVK+z1BZzoG2MqAR8Al/HnRbIA/mGMmQH0t9b+HqL4REQi0o8//sjGjRt57LHH3A7lDypXrkz16tU1Tl9EitS4ceNo1qwZ5557rtuhRLTsG3J37dpVJIl+MN8ZfARcDswHBgKtgDO9PwcCPwBXAJNDHKOISMSZOHEiZcqUoU+fPm6H8icNGzZk8+bNZGRkuB2KiBQDK1euZOHChQwePNj1aYYjXY0aNShZsmSRzbwTUI++MeZSnBVxR1lrH/Kzy1JgnDFmJHC/MaabtXZWAOVWAEbgTMlZBVgFPGWt/SyAY8/Amd3nYpwPLPOAB621q332uRV4N49i+llrJ3n3HQY86WefXdbapPziEZHiIzMzk8mTJ3PFFVdQuXJlt8P5k/r167No0SIWL15Mu3bt3A5HRGLcmDFjKFWqlIbtBKBkyZLUrFmzyG7IDbRHvx+wGRiaz35DgS1AoFNQpAD9gcdwxv2vBlKMMT3yOsgYUwsnsa8P3OKNrxrwnTGmrs+uM3BmCMr57yfgBPCFn+K75dg3z1hEpPj55ptv2L17N/3793c7FL/q1asHwJw5c9wNRIoNj8dDeno6x48f1zdJxUxaWhrjx4+nd+/e1KxZ0+1wokJRzrwT6Bj9VsAn+c2qY63NMsZ8gtP7nydvMt8V6GOtTfFumw00xOmpn5nH4Q8CVYHW1tpU77ELgE3Ao8Dt3nj2AH+YesL7IeFcYIq19qCfshfnsl1EBID333+fypUrc/nll7sdil/ly5enVq1azJ49m0ceecTtcCQGeTweNm/ezLp169iyZQt79uwhPT391ONly5alVq1anH766dSvX//Uh0+JPZ9++in79u1jyJAhbocSNRITE/nll184evQo5cuXD2tdgSb6dQAb4L4WuDWA/a4GDgGfnjrQWo8xZhzwljGmme8wHD/HzspO8r3H7jPGTAP64E30c3EzUAp4J4AYRUT+4NixY6SkpHD99ddTtmxZt8PJVf369Zk/fz7p6emULl3a7XAkRpw8eZKlS5fyww8/cODAAUqWLEndunVp2bIlFStWJD4+nszMTA4dOsSOHTuYP38+33//PeXKlSMtLY3bbruNM8880+3TkBAaPXo09erVo2vXfPt4xSspyRkRvnPnzlMzpYVLoIl+JSDQmXR+ByoEsF9zYLW1NivH9uW+j+c8yBiTAJwBTPFT5nLgRmNMLWvt7lzqHQj8Bnyby+NrvL3+u4HpwKN5lCUixcy0adM4cuRIxA7bydawYUN++ukntm7dGvY3EikeNm7cyMyZM9m3bx916tShc+fONGnSJM8PkmlpaWzevJlly5bxwgsvMHLkSG644QaefvppGjVqVITRSzhs2rSJWbNmMXz48CKZEz5W+M68EymJfgkgmMWwAnm2qwPr/Gzf7/O4P1Vxpvfc7+cx32P/lJwbYy4AmgFP+hmG9CvwD5wbi9OBC3HuObjEGNPKWnsg91Pxb+XKlcEeErGWLFnidghRQdcpMNF8nV577TVq1qxJ+fLlC3UerVq1IjU1Nc998ns8LxUqVOCnn37iwIEDUX29i1K0ttmheH7zej2ePHmSn376iZUrV1KpUiUuvfRSTjvtNOLi4ti7d2++ZVeoUIEOHTrwzTff8Oijj/LBBx8wZcoUrr76au644w4qVaoU8vOJJLF2PvC/c3rttdeIi4ujVatWuZ5nIG1dKBSmjmCODdW5lC9fnk2bNlG/fv0/PRbK10wwC2b1MMYEMvtMqyDKzOvDQ34fLApy7CAgCxib8wFr7fgcm741xiwEvgLuBJ7JJ54/ad68OWXKlAn2sIizZMkSWrUK5mktnnSdAhPN12n//v0sWLCAe+65h/PPP7/Q5SUnJ+f6WGpqap6PB6JNmzZBH5OWlha1CW9hRWObHcq/J3+vt6NHj/Lhhx+yZcsWzj//fLp161bgVU9r167NO++8w4gRI3j66ad58803+f7773n11VdPTVMbze2DP7F2PvC/c0pLS2P69OlcccUV9OzZM89jCtuWBaKgdQTb1obqXJKTkzl06JDf8oJ9zeTVbgfz13ojgc+mE0jv/z7899pX8/7012MPcMBbflDHGmPKAdcD31hrtwQQH9baWcaYHTiz74hIMTdlyhQyMjK48cZAm0KR6HXo0CHee+89Dh8+TN++fWnevHlIyk1KSuLVV19l8ODBDB48mL59+3Lttdfy1ltvhaR8KRoff/wxu3fv5s4773Q7lKiUmJjIr7/+SmZmZoE/PAci0AFVFwf5r0sAZa4CmhpjcsbQwvvT70cTa+1xYCPOGP6cWgB7chlTfw3OvQZjAojNVwmcbwFEpJibOHEiTZo00cqPEvMOHTrEu+++y9GjRxkwYEDIknxf5513Hj/99BMjRowgJSWFli1bsmLFipDXI+Hx2muv0ahRI7p16+Z2KFEpMTGRrKysgIa/FUZAHyGstd+Foe4UYDBwJT4z7+DMimPzmHEn+9i7jDFJ1tqdAMaYat6yPsjlmEE4Pf2fBBqgMaY7kAgsDPQYEYlNW7ZsYe7cuTz11FNa+VFi2tGjRxk/fjwnTpzg5ptvDtlQBX89l6VKleKRRx6hS5cu3HDDDQwZMoQDBw5w3333FfjvLNw9pAK//PIL8+fPZ9SoUboJt4B8Z97J/n84uPmXMBOYDYwxxlTHmQP/FqAD0Ct7J2PMHOAia63vX/xIYAAw0xgzHMjEWXQrE2el3T8wxjQEOgGvWmvT/AVjjFkKvIczPWgG0B5nvv4NwKuFOVERiX6TJk0C0LAdiWknT57kww8/5NChQ9x0000hHVsdHx/PsGHDcn38+uuvZ/Lkyfzf//0f7733Hj179ixQwp5XHRIar776KgkJCQwcONDtUKJWtWrViI+PD/vCWa59DPPOetMbmISTnH8OnI2zgNa0fI7dBXQEtgLjgcnAQaBTLuPvB+LM1JPX3PlrgTtwpu2cgfPNwmigrRbQEpH333+ftm3baqpKiWlffvklW7Zs4aqrriryRa7Kli1L165d6dSpE8uWLWP8+PEcPXq0SGOQ/P3++++8//773HjjjVStWtXtcKJWiRIlqFWrVtgTfVe/27LWHgbu8v7LbZ/OuWxfj0/Pfz71PA48ns8+/QIpS0SKn+XLl7N8+XJeeeUVt0MRCZtly5axaNEi2rVrR4sWLfI/IAzi4uK4+OKLqVmzJp9++ilvv/02/fr1OzXvuLgvJSWFY8eO6SbcEEhMTGTt2rV4PJ6wDQnVwCoRkXxMmDCB+Ph4rr/+erdDEQmLX375henTp9OgQYOIWOG0efPmDBw4kKysLN555x02bdrkdkgCZGRkMHnyZC6++GJNShACSUlJHD9+nN9/D3RN2uAp0RcRycPJkyd5//33ufzyy6lRo4bb4YiEXHp6OjfffDMJCQlcc801EXNzZXJyMoMHD6Zy5cq8//77rF6d1xwdUhQ+/PBDdu3axQMPPOB2KDEh+5uqnTt3hq2OyPhrFhGJUHPmzCE1NZWbbrrJ7VBEwuLpp59m+fLlXHnllZQrV87tcP6gcuXKDBw4kOTkZKZMmcLixYvdDqnY8ng8jBo1igYNGnD55Ze7HU5MyE70wzlOX4m+iEgeJkyYQKVKlbjyyivdDkUk5BYtWsQ///lPbr31Vho3bux2OH4lJCQwYMAAGjduzIwZM5gzZw4eTyDrckoozZkzh6VLl9K/f/+I+dYn2pUtW5YqVaoo0RcRccOxY8f46KOPuOaaa0hISHA7HJGQSk9P59ZbbyUpKYkXXnjB7XDyVKpUKa6//npatmzJd999x1dffaVkv4iNGjWKWrVqqTc/xBITE8M6dEcrSojkIZiFV1q1alUk9UjR+eyzzzhy5AgDBgxwOxSRkHvppZdYvXo106dPp0qVKm6Hk68SJUpw1VVXUbp0aRYuXEhGRgY9e/bUAnZFYMWKFcyYMYPhw4dTpkwZt8OJKYmJiaxbt46MjAxKlSoV8vKVWYjkIb8FXnylpqYWeHEZLfASmcaPH89pp51Gp06d3A5FJKR27NjBU089xZVXXknPnj3dDidgcXFxXHbZZZQqVYr58+eTmZnJVVddpaEkYfbMM89QsWJF7r77bjZu3Oh2ODElKSkJj8fD7t27qVOnTsjL11+GiIgfu3fv5ssvv9R4VIlJf//730lPT+f55593O5SgxcXFcckll3DxxRfzyy+/MHXqVE6ePOl2WDFrzZo1TJkyhbvvvlsLZIVBuGfeUY++iIgfkyZN4uTJkxq2IzHnhx9+YPz48TzyyCM0atTI7XAKJC4ujk6dOlGqVCm++uorMjIyuPbaazUEMgyeffZZypUrx/333+92KDGpatWqlC5dOmw35KqbSkTEjwkTJnDuuefSrFkzt0MRCRmPx8O9995LcnIy//jHP9wOp9DatWtHjx49WLduHR988AEZGRluhxRTsq/rHXfcoXVEwiQuLo7ExEQl+iIiRWXZsmUsWrSIm2++2e1QREJq6tSpLF68mGeffZYKFSq4HU5ItGnThl69erFp0yYmTJjA4cOH3Q4pZowYMYIyZcpogawwy070wzGTlL7jEhHJYdy4cZQoUYLU1NSw3SitG7ClqGVmZvLYY4/RtGnTmBuS1rJlS+Lj40lJSaFbt258/vnnVKtWze2wotqqVasYP348991336lx5BIeiYmJLF68mIMHD4a8bCX6IiI+0tLSGD9+PE2aNIm4VUJFCmP8+PGsXbuWjz/+mJIlS7odTsg1b96cUqVKMXXqVDp37sxXX31FUlKS22FFrUceeYSKFSvGxBCvSJf9Og3H8B0N3RER8fHZZ5+xb98+zj33XLdDEQmZtLQ0hg0bRps2bbj66qvdDidsjDHMmDGDX3/9lY4dO7J582a3Q4pK8+bNY9q0aTz88MNUr17d7XBiXq1atYDwzLyjRF9ExMeYMWM47bTTaNiwoduhiADOkJvcBLpQ31tvvcWWLVsYMWJEzC8w1bVrV2bNmsWePXvo2LEj69atczukqOLxeBg6dCh16tThnnvucTucYqF06dJUq1YtLD36GrojIuK1ZcsWvvrqKx577DHNnS8RI6+F+wJZqC8zM5P//ve/1KtXj3nz5vH999//aZ9Yu2ekffv2zJkzh+7du9OxY0e++uorzjnnHLfDigqffPIJCxcuZPTo0Rq+WISSkpLYsWNHyMvVO5mIiNfYsWPxeDwMHDjQ7VBEQmbZsmX8/vvvdOrUKeZ78321bNmSefPmUbp0aTp37syCBQvcDiniHT9+nAceeICzzjqLW265xe1wipXExEQOHDgQ8lmjlOiLiAAnT55k9OjRXHLJJTRo0MDtcERCIisri/nz51OnTp1i+bo2xvD9999To0YNunXrxjfffON2SBEl57Cwf//732zatIlXXnkl18XHAh0uJsHJntloxYoVIS1XQ3dERIDp06ezdetWXnzxRbdDEQmZFStWcPDgQS677LJi1ZvvK3vIUrdu3ejRowfvv/8+11xzjdthRQTfYWH79+/ntddeo0WLFsyZM4c5c+b4PSaQ4WK+Ym1YWLhkz7yzevVqLrzwwpCVqx59ERHgtddeo06dOlx11VVuhyISEh6Ph++//57ExEQaN27sdjiuSkpK4rvvvqN169Zcd911+kCfg8fj4YsvvqBkyZJ069bN7XCKpUqVKnHFFVfQvXv3kJarRF9Eir3169fz1Vdf8de//jXXr6tFos2aNWvYu3cvHTp0KLa9+b6qVavG119/Te/evbn//vv5v//7P7KystwOKyKsXbuW9evX07lzZypWrOh2OMVSXFwcrVq1ol69eiEtV+9oIgHweDzs3buXvXv3cuzYMQDKly9P9erVqVGjht5Eo9zrr79OfHw8Q4YMcTsUkZBZsGABVatWpVmzZm6HEjESEhKYMmUK999/Py+88ALbt29n3LhxlC1b1u3QXHP06FGmT59O7dq1Of/8890OR0JMib5ILjweDz/88AOffvop1lqOHz/ud7+EhASMMdStW5fatWsr6Y8yx44d491336Vv377Url3b7XBEQmLr1q1s27aNyy+/XFPF5lCyZEleeukl6tWrx4MPPsjmzZuZOnVqUOPOY4XH42HGjBmkpaXRu3fvmFwxubhToi/ix/fff8/f//53fvjhB8qUKYMxhgYNGpCYmEj58uUBOHLkCLt372bTpk2sWbOGZcuW8fPPP3PJJZdosaUo8sEHH3Dw4EHuuOMOt0MRCZkFCxZQtmxZWrZs6XYoESkuLo4HHniAhg0bMmDAANq0acMnn3xCmzZt3A6tSE2cOJE1a9bQtWvXU6uzSmxRoi/i48CBAzzwwAO8++67JCcn88orr7B9+3ZKly79p30rVapEcnIyLVu2JCMjg7lz57Jy5UrGjx9P06ZNueKKK7TYSITzeDw8//zznHPOOXTs2NHtcERCYv/+/axZs4YOHTr4bbvkf66++moWLFjAVVddRceOHRk9ejQ33XST22EVic2bN3PXXXdx2mmn0a5dO7fDkTDR93kiXsuWLeO8887jvffe4+GHH2bdunXceeedAb1RlipViqZNm3LnnXfSpUsX1q1bx2uvvaal1yPc559/zurVq3nwwQc15EpixsKFCylZsqTGWweoRYsWLFq0iAsuuIABAwZw3333kZ6e7nZYYXXixAn69u1LVlYWvXv31vCuGKZnVgR4//33ad++PRkZGcyfP59//vOfp4boBCM+Pp6OHTvyl7/8hQoVKvDBBx8wa9YsPB5PGKKWwho5ciR16tTh+uuvdzsUkZA4fvw4y5Yto0WLFpo9JQg1atRg1qxZ3HPPPbz00ktceOGF/Prrr26HFTZ33303S5Ys4b333qNatWpuhyNhpERfijWPx8OTTz7JTTfdRJs2bViyZAlt27YtdLmJiYkMGTKEVq1a8cMPP/Dhhx/GfA9RtFmyZAmzZ8/mvvvuo1SpUm6HIxISS5cuJSMjgwsuuMDtUKJOqVKleOmll5g6dSobNmzg3HPPZfLkyW6HFXJjxoxh9OjR/OMf/6BXr15uhyNhpkRfii2Px8MDDzzAU089xcCBA/n6669PLUEdCvHx8fTs2ZNLL70Uay1jx47l6NGjIStfCmfkyJFUrFiRv/zlL26HIhISHo+HxYsXc/rpp4e0LSturr76apYtW8ZZZ53FDTfcwODBgzl06JDbYYXE119/ze23307Xrl156qmn3A5HioASfSmWsrKyuP3223nhhRe45557GD16dFh6dePi4rjgggu44YYb2LNnD2PHjuX3338PeT0SnN9++40pU6bw17/+lcqVK7sdjkhI/Prrrxw4cKDYzRwTDvXq1WPu3Lk88sgjjB07lrPOOouZM2e6HVahLF68mKuvvpomTZrw4YcfairNYsLVWXeMMRWAEcC1QBVgFfCUtfazAI49AxgFXIzzgWUe8KC1dnWO/XIbHH27tfaNgpQpkSEzM7NAq5h6PB7uvfde3nzzTR555BGeffbZsN+I2bhxY/r378/EiRMZO3YsN998sxJMF/3rX/+iZMmS3HvvvW6HIhIyixcvpnz58jRt2tTtUFxV0PeGnEqVKsWIESPo3bs3gwYNomfPntx888288MILVKpUKapW0V63bh2XX345NWrU4IsvvqBq1apuhyRFxO1XaQpwHjAU2ATcCqQYY6601ub60dkYUwsnCd8N3AJkAo8B3xljzrXWbstxyGTgxRzbNhayTHFZfHw8w4YNC/q42bNnM3fuXNq1a0epUqUYPnx4rvsWpPzc1K9fnwEDBvD+++8zbtw4Bg4cqJvlXLB582beeecd/vKXv1C3bl23wxEJiYMHD7Ju3To6dOhQ7HtqC/rekJfevXtTrVo1xo8fz8cff8wLL7zAoEGDouJar1y5ku7duxMXF8eXX35ZLBcGK85cG7pjjOkBdAWGWGvHWGu/xUmwF+D0quflQaAq0MNa+4m1djrQEygDPOpn/53W2oU5/u0uZJkShRYuXMjcuXM599xz6datW5FPqXjaaacxYMAAjh49yoQJE3JdbVfCZ8SIEcTFxfHwww+7HYpIyCxZsgSAVq1auRxJbIqPj6dLly7cdtttVKtWjdtuu43WrVvz3XffuR1anubPn0/Hjh2Ji4vj22+/pXHjxm6HJEXMzTH6VwOHgE+zN1hrPcA4oIkxplk+x86y1qb6HLsPmAb0KUQ8oS5TIsjq1av58ssvTy1m5da86XXq1OGGG25g3759TJw4UbPxFKHs3vwhQ4Zw2mmnuR2OSEhkZmby888/07hxYw0JDLOkpCQGDhzIpEmT2L9/P507d6ZPnz6sWLHC7dD+5OOPP6Zbt27UrFmT+fPn07x5c7dDEhe4meg3B1Zba7NybF/u8/ifGGMSgDOAlX4eXg7U8g7D8XWzMea4MeaEMeZHY8x1IShTosi2bdtISUmhbt269OnTx/XFQRo0aMA111zD9u3bmTx5Mmlpaa7GU1yMGDGCEiVK8Mgjj7gdikjIrFmzhmPHjukm3CISFxfH9ddfz9q1a3nqqaeYNWsWZ599Nn369GHp0qVuh0daWhp3330311xzDWeffTbff/899evXdzsscYmb2U51YL+f7ft9HvenKhAXxLHvA3cB3YGbgePAZGOM7114wZYpUeTgwYNMmjSJihUrcsMNN0TMDVRNmjThqquuYuPGjfTv35+TJ0+6HVJM27Bhw6nefI3Nl1iyaNEiqlWrRsOGDd0OpVhJSEjg8ccfZ/PmzTz++ON8++23nHfeeVxxxRXMmjWLrKyc/Zjh98svv9C+fXteeeUV7r//fubOnUutWuqnLM7cznjyWi40v6VEAzrWWnuT7wPGmI+AOcAzxpi3rLXH/R1XgHj+ZOVKf18QRKfs8Z+RpFWrVqSmpua5T1paGp999hkZGRn06NGDQ4cOBT0fcn51FHRfgFq1anHBBRfw8ccf069fP4YOHerakKKi5Mbr6aGHHqJUqVJcddVV+dYfyGsrFPKrIxQxROLfbqSK1DY7r9fjvn372Lp1KxdccAE7duwoVD2R8JoPVRxFcS6+f1u9evWiS5cuTJ48mQ8++IAZM2ZQt25drr76avbv3x/21WcPHjzIG2+8wdSpU6lUqRIjR46kc+fO+Q4pKmhbF+wxkfLaCsWxRf3aKiw3E/19+O8lz/5r8Ne7DnAAJ+kuyLFYa7OMMROAjjjDgxYVtszcNG/enDJlygR7WMRZsmRJxN7gldfsASdPnmTixIkcPnyYm266iQYNGoS8Dl+pqakFms0gOTmZjh078p///IdzzjmHRx+N7Xu/3Xg9zZs3j9mzZ/PUU09x6aWXBnRMUcxMkVcdBX095RTstU5LS4vYhDfcIrnNzu21MG/ePOLj4+nUqRMJCQlhqSOU8qsjVK/7cJ9LZmam37+tzp0788ILLzB16lTefPNNXn75Zd544w0uvfRSrr32Wq666iqqVKkScB35fQO9efNmXnnlFd5++22OHDnCXXfdxbBhw4KaPjPYa1WQ5ygSXlu5CfZ8iuJcQtluu5norwL6GmNK5Bin38L702/E1trjxpiN+B/D3wLY42dGnZyyhyxlhbBMiSAej4fPP/+cjRs3ctVVVxU4yS8q//rXv0hNTeWxxx4jOTmZgQMHuh1SzMjKyuKBBx6gTp06PPDAA26HIxIyJ06cYMOGDTRv3rzQSb4EJ5ApPC+++GJq1arFtm3bmDt3LtOnT6dEiRLUrVuXhg0b0qBBA5KSkihdurTf43MrPzU1lRkzZvDpp5/y+eefExcXR58+fXjiiSd0w638iZuJfgowGLgSn5l3cMbR23wWqUoB7jLGJFlrdwIYY6p5y/ogr0qNMSWA/sDvOB82Cl2mRJ6FCxeyZMkSLrzwQs4991y3w8lXiRIleOedd9i9ezd/+ctfSExMpEePHm6HFRMmTZrEokWLGDduHOXKlXM7HJGQ+eWXX8jMzNRNuBGsatWqnHXWWXTv3p3t27ezdu1aNm7cyJw5c5gzZw4ANWrUoFatWlSuXJnKlSuTkJBAfHw806ZN48iRIxw4cICdO3eycuVKVqxYwYYNGwA4/fTTeeihh7jzzjs1i5jkys1EfyYwGxhjjKmOs2DWLUAHoFf2TsaYOcBF1lrfgcsjgQHATGPMcP63uFUmzkq72cc+CBjgW2AHkATc7q3jTmvtiWDLjAXBrhpYkGEWoVqZsCDWrl3LV199RdOmTbnkkktciaEgSpcuzccff0znzp259tprmT17Nueff77bYUW133//nb///e+cd9553HTTTfkfIBIlPB4PixcvpmbNmloAKQrExcVRt27dUxMBHDt2jK1bt7Jjxw527NjBrl27WLduHZmZmaeOmTJlyqn/lyhRgkaNGnHOOecwaNAgrrjiCpo3b14s7umSwnEt0bfWeowxvXGS6BFAFWA10MdaOy2fY3cZYzriJOfjcYbizAM6WWu3+O6K86Ght7f8o8AS4KqcdQRRZtQLdtXAgozHC/WqhIHasWMHU6dOJTk5mauvvjrqGsGKFSsyY8YM2rdvT8+ePfnhhx8488wz3Q4raj3++ONs376dKVOmuD6lqkgo/fbbb+zdu5eLLrrI7VCkAMqVK4cxBmPMqW0ej4djx45x4sQJMjMzGTRoEBUrVqRKlSpUq1Yt1yE+InlxddYda+1hnKkv78pjn865bF+PT89/LvtMw1nwKtB48i1TItfhw4f54IMPSEhIoF+/fpQqVcrtkAokKSmJL7/8kvbt23PppZfyww8/kJSU5HZYUWfRokX897//5fbbb+eCCy5wOxyRkFq8eDEJCQmaUjOGxMXFUb58ecqXLw+gIVkSEurikpiQnp7OBx98QFpaGjfeeCMVKlRwO6RCOfPMM5kxYwa7du2iZ8+e/P77726HFFUyMzO57bbbqF27NiNGxNTIOxEOHz7MmjVrOPfccyNmXRARiUxK9CXqZWVl8fHHH7Nr1y6uueYaEhMT3Q4pJM4//3ymTJnCL7/8Qt++fUlPT3c7pKjx/PPPs2zZMl5++WUqV67sdjgiIfXzzz/j8XgidtpjEYkcSvQlqnk8HqZNm8a6deu4/PLLY248e48ePRg9ejSzZs1i8ODBrqy0GG2WLl3KY489Rp8+fbj66qvdDkckpE6ePMmSJUto1KhR2BdhEpHop+/8JKp9/fXXLFu2jIsuuihmxzPeeuutbN++/dQc+//+97/dDiliHTt2jBtvvJGaNWvy1ltvRd3N2CL5sdZy5MiRmG3vRCS0lOhL1BoxYgQ//PADbdq0ifmZJ/7xj3+QmprKc889R3JyMvfee6/bIUWk//u//8Nay6xZs6he3d9C1yLRbdGiRVSuXJlGjRq5HYqIRAEl+hKVnn76aZ544gnOPvtsLr/88pjvuY2Li+O///0vO3bs4P7776dSpUpaPTeHjz76iDfffJOHHnooqtZPEAnUnj17+O2337jkkks0XayIBESJvkSd4cOHM2zYMG6++Wbq1asX80l+tpIlS/L+++/Tu3dvBg8ejMfjYdCgQW6HFRGWL1/OLbfcQtu2bXnmmWfcDkckLBYtWkTJkiWjYrVvEYkM6hKQqHHy5Enuu+8+hg0bxq233so777xT7Hq1EhIS+OSTT+jevTtDhgzhnXfecTsk1+3du5devXpRpUoVUlJStKiMxKT09HR++eUXzjrrrFPzrIuI5Ec9+hIVjh49yo033shnn33Gfffdx6hRo4pdkp8tO9nv3bs3Q4YMASi2PfsZGRlcd9117Nixg7lz51K7dm23QxIJi+XLl5Oenk7r1q3dDkVEokjxzJQkqmzcuJFOnToxffp0Xn75ZV544YVim+RnK1u27Kme/cGDB/Pqq6+6HVKRO3nyJAMGDGD27Nm8/fbbnH/++W6HJBIWHo+HxYsXk5SURN26dd0OR0SiSPHOliTiffDBB7Rs2ZJff/2VTz75hLvuusvtkCJGdrJ/1VVXcdddd/HYY4/h8XjcDivsMjMz8Xg83HHHHUyePJnnnnuOAQMGuB2WSNj88MMP7Nq1i9atWxebe5LEaetECktDdyQi7dy5kwcffJD333+f9u3bM3HiROrVq+d2WBGnbNmyfPzxx9xxxx08++yz7NixgzfeeINSpUq5HVrYlCxZkgsvvJAFCxbQoUMHjh49yrBhw0JaR6jLEymMV199lTJlytCiRQu3Q5EiFB8fH/a2SG1d7FOPvkSU9PR0Ro4cSePGjfnwww954okn+O6775Tk5yE+Pp4333yTJ554gnfeeYeuXbuyZ88et8MKi6ysLO6++24WLFhA69at6dKli9shiYTVrl27+OijjzjnnHN0o7mIBE2JvkSEQ4cO8Z///IczzjiDhx56iE6dOrFq1SqGDx9OfLy+eMpPXFwcw4cPZ8KECfz000+0bt2aZcuWuR1WSKWnp3PTTTfx6quv0r59e3r06KFhDBLzxowZQ0ZGhlbCFZECUaIvrklPT2fmzJkMHDiQ0047jaFDh9K4cWO+/PJLpk+fzplnnul2iFGnf//+zJs3j6ysLNq1a8frr78eE+P29+3bR8+ePfnggw/497//Tbdu3ZTkS8zLzMzkjTfeoEuXLtSoUcPtcEQkCinRlyJz6NAh5s+fz3/+8x+uvPJKatWqRc+ePUlJSaFv3778/PPPfPPNN3Tv3t3tUKNa69atWbx4MZ07d+aOO+6gT58+7Nu3z+2wCmzp0qW0bt2auXPn8u677zJ06FC3QxIpEp999hlbt27l7rvvdjsUEYlSGhMhIZeRkcHixYtZsWIFq1atYuXKlaxatYpt27ad2scYw3XXXUevXr3o2rUrZcqUcTFi92VmZoZ0iFJiYiIzZszgxRdf5OGHH6ZZs2a88MIL9OvXL2p6wj0eD6NHj+aee+6hevXqzJs3T1NoSrHyyiuvcPrpp3PFFVfE3FA8ESkaSvSlULKystixYwe//fYbqamp7Nq1i3379jFixAgAypQpQ7NmzejcuTPNmzfnrLPOok2bNiQmJroceWQJ5+wKgwYNYtq0afTv35+JEyfy8ssv06BBg7DUFSrbtm1jyJAhfPnll3Tp0oWJEyfqNSPFyqpVq5g9ezb/+te/dJ+SiBSYWg8JWmZmJuvXr2fVqlWsX7+e9PR0AKpWrUpiYiLNmzfn7rvvpkWLFpxxxhmULFnS5YiLt6SkJAYPHky1atV47LHHMMZw11138eijj1K9enW3w/uDjIwMXn/9dZ544gkyMjJ4+eWXueOOO4r9AmlS/GRPqTl48GC3QxGRKKZEXwJ26NAhFi5cyNKlS0lLS6NcuXI0b96chg0bUq9ePSpUqHBq3759+7oYqeRUokQJ7rvvPq699lqefPJJXnrpJd555x3uvvtu7r77bmrVquVqfB6Ph88++4yhQ4eybt06unbtyuuvv06jRo1cjUvEDYcOHeK9996jX79+uglXRApFib7k68iRI3zyySesWLECj8fDWWedRcuWLWnQoIF6WqNIZmYmderUYfTo0dx333088cQTPPvss4wcOZJbb72Vv/71r7Rs2bLQdQQzzCAjI+PU6rYrVqygSZMmTJ8+XVNnSrE2duxYjh49qptwRaTQlOhLrjIzM/nhhx+YN28eAG3atOGCCy6gSpUq7gYmBZLzPoCzzz6b5ORk5s+fz9tvv80bb7xB7dq1Oeecc2jSpAmVK1cOuo5A7zNYvXo148aNY8KECaSmptKsWTPGjh3LjTfeGNOr+orkJysri1dffZV27dpx3nnnuR2OiEQ5Jfri144dO/j444/Zt28f9evXp1evXkrwY1CNGjXo1asX3bt3Z/ny5SxdupQvvviCL774gqSkJM444wzq1avHaaedRtmyZQtcz5EjR1i4cCFffPEFKSkpbNy4kZIlS9KjRw/efPNNevTooW+HRIBZs2axfv36sN2cLyLFixJ9+QOPx8OPP/7I119/Tbly5ejfvz/lypVTkh/jEhISaNu2LW3btmXfvn2sXbsWay0LFixg/vz5gHOzda1atahRowaVKlWiQoUKlC9fnpIlSxIfH09WVhZz587l999/JzU1lS1btrBx40Z+/vlnrLV4PB5Kly5Ny5Ytueeee+jXr5/r9waIRJqXX36ZxMRErrnmGrdDEZEYoERfTsnIyCAlJYU1a9bQuHFjevXqRbly5UhNTXU7NClC1atX58ILL+TCCy8kPT2d7du3s2XLFnbv3s3u3btZv349WVlZfo99++23T/2/RIkS1K1bl3POOYcbbriB888/n06dOrF27VpatWpVVKcjEjWstcyYMYMnn3yS0qVLux2OiMQAJfoCOEMrJk2axPbt2+nWrRvt2rXTzZBC6dKladCgwR/m3c/KyuLYsWMcOXKEY8eOcfLkSTIzMylRogRDhgyhfPny1K5dmzp16mj+b5EgPP/885QpU4Y77rjD7VBEJEboXVjYt28fEyZM4MiRI1x//fU0adLE7ZAkgpUoUYIKFSr8YTrVbJdccokLEYlEvz179vDee+9xyy23aEibiISMEv1ibu/evYwbN46srCxuvfVW6tSp43ZIIiLFzmuvvcaJEye4//773Q5FRGKIEv1iLDvJ93g86kUSEXHJ8ePHeeWVV7jiiiv0jaqIhJTmsyum9u/fryRfQi4zMzPffXQjrsgfjR8/nr179/Lggw+6HYqIxBj16BdDu3btYsKECZw8eZKBAwdSs2ZNt0OSGJFzUS5/UlNTSU5OLnAdml9cYklWVhbPP/88rVq1olOnTm6HIyIxxtVE3xhTARgBXAtUAVYBT1lrPwvg2DOAUcDFON9MzAMetNau9tmnMfA37z4NgUxgNfCfnHUYY4YBT/qpape1NinYc4tUv//+Oz169ODIkSPcfPPNSvJFRFw0Y8YMrLVMnDhRM52JSMi5PXQnBegPPAb0xEnCU4wxPfI6yBhTCyexrw/cAvQDqgHfGWPq+uzaHbgcmAJcAwwAtgGfGmPuy6X4bkA7n395xhJNMjIy6Nu3L7/88gvXXnstdevWzf8gEREJm1GjRnH66adrgSwRCQvXevS9yXxXoI+1NsW7bTZOz/soYGYehz8IVAVaW2tTvccuADYBjwK3e/ebBLxqrfX4HDvTGJOE8+HiRT9lL7bWHizgaUW0e++9l1mzZvHuu+/y22+/uR2OiEixtnDhQr777jtGjRpFqVKl3A5HRGKQmz36VwOHgE+zN3gT8nFAE2NMs3yOnZWd5HuP3QdMA/r4bNubI8nPtgioboxJKNwpRI9XX32V119/naFDh3Lrrbe6HY6ISLH3zDPPUL16dW677Ta3QxGRGOVmot8cWG2tzcqxfbnP43/iTc7PAFb6eXg5UMs7tMcvY0wczpj9jdba4352WWOMOWmM2WGMeTuvsqLFrFmzuPfee7nyyisZMWKE2+GIiBR7S5cuZcaMGdx///1+F58TEQkFN2/GrQ6s87N9v8/j/lQF4nz2y+3Y3bkcfy/QGhiUY/uvwD+ApUA6cCEwFLjEGNPKWnsgl/JytXKlv88iRSs1NZUBAwZQv359HnzwQZYtW0arVq1ITU3N/+Ac5QRryZIlQR8TjIKcR0EEU0dh4om0cwlnHYWNI1LOI9x1hCKGcP8dxpKibLOHDh1KhQoV6NChQ77PUX5tXaheq5Hwmg9VHJFyLsHsF+pjw1lHUeQQwSqq61wU5xLKdtvt6TX9DasJ5LECHWuM6Q2MBMZaa9/1fcxaOz7H7t8aYxYCXwF3As/kE8+fNG/enDJlygR7WMicOHGCv/71r3g8Hj7//HPOPPPMU48FM71hQadDLIr50gszTWOo6yjstJGRdC7hrKOw1ymQOkLB7TpCcZ0g+L/DtLS0iOikcENRtdmrVq3i22+/5fHHH+eiiy4K6JjcXguhep3kVUcoFUX7EEg9oRBIHbH4vlCQc4rE88gW7PkUxbmEst12c+jOPvz32lfz/vTXYw9wACeRD+pYY0xPYDIwFRgSSIDW2lnADpzZd6LOfffdx5IlSxg3btwfknwREXHPs88+S/ny5bn33nvdDkVEYpybif4qoKkxJmcMLbw//X408Y6r34j/MfwtgD3W2j8M2zHGXI6T4H8O9LfWngwizhJAzvsIIt57773Hm2++ydChQ+ndu7fb4YiICM7woEmTJnHnnXdSvXpuI1RFRELDzUQ/BWeRrCtzbL8ZsL4LX+VybDfvNJkAGGOqecua6rujMeZS7/5fA9dZazMCDdAY0x1IBBYGekwkWL58OX/729+46KKLePbZZ90OR0REvJ544gkqVqzI0KFD3Q5FRIoBN8fozwRmA2OMMdVx5sC/BegA9MreyRgzB7jIWuu7ZOBInMWvZhpjhuOsePuY9+cIn2M74CT524HngPOMMb4xLLXWpnn3XQq8B1ggA2iPM1//BuDVUJ10uB06dIi+fftSpUoVJk2aRHy827dhiIgIwKJFi0hJSWH48OHqzReRIuFaFmit9Xhvjh3h/VcFZ2XcPtbaafkcu8sY0xEn4R+P883EPKCTtXaLz65dgQScRbjm+CmqAfCb9/9rgTuAZKAUsBUYDTwdLQtoeTwebr31VjZt2sScOXNISkrK/yARESkSjz76KDVq1OD+++93OxQRKSZc7e611h4G7vL+y22fzrlsX49Pz38u+wwDhgUYS79A9otko0aN4pNPPmHUqFF06NDB1VgyMzP1bYKIiNecOXOYNWsWI0eOpGLFim6HIyLFhDKxGDF//nwefvhh+vTpExG9RfHx8QwbNiysdYS7fBGRUMjKymLo0KEkJydzxx13uB2OiBQjSvRjwJ49e7j++uupX78+77zzDnFxcfkfJCIiRWLixIksWrSIsWPHkpCQ4HY4IlKMKNGPcidPnqR///7s3buXhQsXUrlyZbdDEhERr6NHj/Lwww/TqlUrBgwY4HY4IlLMKNGPcs8++yyzZs3irbfeomXLlm6HIyIiPkaOHMn27dv54IMPKFHCzRmtRaQ4UqsTxb7++muGDRvGTTfdxJAhAS32KyIiRWT79u0899xzXHPNNXTs2NHtcESkGFKiH6VSU1O58cYbadq0KW+88YbG5YuIRJj777+fkydP8u9//9vtUESkmNLQnSiUmZnJDTfcwNGjR5kzZw7ly5d3OyQREfExY8YMpkyZwjPPPEPDhg3dDkdEiikl+lHo0UcfZd68eUyYMIFmzZq5HY6IiPg4evQod955J02bNuWhhx5yOxwRKcaU6EeZTz75hOeee46//vWv9O/f3+1wREQkh+HDh7N582bmzp1L6dKl3Q5HRIoxjdGPIitXrmTAgAG0adOGF1980e1wREQkhyVLlvD8888zZMgQ3YArIq5Toh8l9u/fT69evahQoQIpKSmULVvW7ZBERIq9zMzMU/8/duwYN910E0lJSTz33HMuRiUi4tDQnSiQffPttm3bmDNnDnXq1HE7JBERAeLj4xk2bBgAn3/+OWvXrmXAgAG89NJLIasju3wRkWAp0Y8wmZmZxMf/8Wn5+9//zqxZsxgzZgzt2rVzKTIREcnNr7/+yk8//UTbtm01y46IRAwl+hHGt3cIYNmyZXz66ae0adOGLVu2hKRnR71DIiKhc+TIET755BNq1KjBJZdc4nY4IiKnaIx+BPv111+ZNm0aDRs25NJLL3U7HBERySEzM5OPPvqIEydO0LdvX0qVKuV2SCIipyjRj1A7d+7kww8/pGbNmlx33XWULFnS7ZBERCSHhx9+mM2bN3PllVeSlJTkdjgiIn+gRD8CHTx4kIkTJ1K2bFluvPFGypQp43ZIIiKSw9SpUxk1ahRt2rTh7LPPdjscEZE/0Rj9CJOamsp7771HRkYGt956K5UqVXI7JBER8WPRokVcdtlltG7d2u1QRET8Uo9+BNmzZw/dunXj6NGj9O/fn8TERLdDEhGRXIwYMYLPP/9cQytFJGIp0Y8g/fr1Y+PGjfTr14+6deu6HY6IiOQhLi7O7RBERPKkRD+CXHnllXz55ZfUr1/f7VBEREREJMop0Y8g9957L506dXI7DBERERGJAUr0RURERERikBJ9EREREZEYpERfRERERCQGKdEXEREREYlBSvRFRERERGKQEn0RERERkRikRF9EREREJAYp0RcRERERiUHxblZujKkAjACuBaoAq4CnrLWfBXDsGcAo4GKcDyzzgAettav97HsPcBdQD9gGvAmMtNZmFbRMEREREZFI5naPfgrQH3gM6AmsBlKMMT3yOsgYUwsnCa8P3AL0A6oB3xlj6ubY9zHgBWAScCkwBngW5wNGgcoUEREREYl0rvXoe5P5rkAfa22Kd9tsoCFOr/rMPA5/EKgKtLbWpnqPXQBsAh4Fbvduq+79/RVr7RPeY+cYY8oDQ40xr1hrtwVTpoiIiIhINHCzR/9q4BDwafYGa60HGAc0McY0y+fYWdkJuffYfcA0oI/PfpcBZb1l+hqL8yHnqgKUKSIiIiIS8dxM9JsDq3OOkweW+zz+J8aYBOAMYKWfh5cDtbzDcLLL8OCM/T/FWrseOJ5dR5BlioiIiIhEPDdvxq0OrPOzfb/P4/5UBeJ89svt2N3en8estWl+9j3gU0cwZQaiJEB6enqAu/9RQkJCgY4LVFpaWlB1VKhQIeiYgq2jICKtjoJcp4LUU1CRUkdhrlOgdRRWJNRR2OuUXUewfNqtkoWqPLpEbZsditdJfnWESlG0D4HWU1iB1hGL7wvBnlOknke2YM6nqM4lWHm123Eej6eQIRWMMWYdYK21V+bYfibOB4DbrbVv+DkuGdiOMxvOqByP/QV4C2hqrV1rjHkL6GetreinnO3APGvtDcGUGci5LVmypAPOjb0iItGqY6tWrb53O4iioDZbRGLEn9ptN3v09+G/176a96e/3nVweuI9AR67DyhvjCnjp1e/qs9+wZQZiEVAR2AHcDKI40RE3FYSqI3TjhUXarNFJJrl2m67meivAvoaY0rkGKffwvvT33h5rLXHjTEb8T+GvwWwx1qbPcRmFc6QnLOAn7N3MsY0AhKy6wiyzHy1atUqDSgWPWEiEpN+dTuAoqQ2W0RigN92282bcVNwFsm6Msf2m3GG9OS1SFUK0M0Yk5S9wRhTzVvWVJ/9PgfSgAE5jr8FyMSZUSfYMkVEREREIp6bPfozgdnAGO9895twEvAOQK/snYwxc4CLrLVxPseOxEneZxpjhuMk7Y95f55aCMtau88Y80/gcWPMIW997YC/Ay9aa7cGW6aIiIiISDRwrUffO2d+b5wVa0fg9L6fjbOA1rQ8DsVauwtnPOVWYDwwGTgIdLLWbsmx+1M4i2H1B74C/go8iZPsF7RMEREREZGI5tqsOyIiIiIiEj5ujtEXEREREZEwUaIvIiIiIhKDlOiLiIiIiMQgN2fdkSJmjLkEZ2ahdsBpOIuA/QQ8aa1d4bNfaeA+nFmQ6gOHcRZheMpauzhHmRVwbqa+Fme61FXe/T4L79mET6ivkzGmM86MT/4EvOJyJAniGpUBhgE3Akk4N7uPAZ6z1p7MUWZxfi0FdJ1i8bVUXIShXQmovDziGYYzMUVOu6y1SX62h/t8OlPI17Yx5gxgFHAxTkfmPJwV7/Oarjtc5zPWu09ualtrd+YRzzCK5vkpsja6iJ6fQNtSV/9+ipJ69IuXvwGnAy8AlwP/5/19kTHmAp/93gT+ibO2wJXAvd79vjfGNMtRZgrOjEaPAT2B1UCKMaZHGM8j3MJxncCZ6aldjn+/hecUwi7QazQF503xDZzXx3hgOPCinzKL82spmOsEsfVaKi5C3a4EWl5+uvHH11Ggf28R1U4aY2rhJI71cRLsfjgr239njKnrwvk87ec8OgHHgR/zSvJzCPfzUyRtdBE+P4Gej9t/P0VGPfrFy505V/g1xnyFs4bBQzgrFZfC+UOeaK19zGe/JcAG4DqcT8t4/7i74kyJmuLdNhtoiPOpfWa4TyhMQnqdfKyz1i4MZ+BFKJBr1B7njfB+a+2L3t2+NsYAPGmMecVaa73HFufXUsDXyUcsvZaKi1C3K/mWF2Bci621B4M+m8hrJx8EqgKtrbWp3noWeON5FLi9KM/HWvsrOVYqNcb0ARJwepgDFc7npyjb6KJ4foJpS93++yky6tEvRnK+qL3bDgLrgexP1Fnef4dy7Jr9e5rPtqu92z/1Kc8DjAOa5NJbE/HCcJ1iToDXqJ335/Qcu34GxAF9fLYV59dSMNdJolSo25UAywubCGwnrwZmZSeR3nj2AdMI4G+oiM5nEHAMZ52esIrANroonp+Az8ftv5+ipES/mDPG1ASaAysBvGPYXgFuMcb0MsZUMsY0wPkabBfOH3W25sBqa21WjmKX+zweEwp5nbK9aYzJNMYcMsZMN8a0Kqr4i0LOawSU9v7M+eaX/bvv66PYvpYI7jpli+nXUnERonYl1/ICtMYYc9IYs8MY87Z3iEWBuNVOGmMSgDPwf97LgVoFOa9QPj/GmNrAZcBH1trDQYQRtueHImqji+r5oWBtaV7lBSJkz0+4KNEvxowxccBbOK+DkdnbrbUPAs8BU3E+wW8EWgKdfT+NA9VxbmDJab/P41EvBNfpEM74wNtwbkJ6CGgGzDfGtA3/GYRfLtco+war9jl2v9D7s4bPtuL8WgrmOsX8a6m4CEG7ElB5efgV+AcwEGec8WvADcBCY0xVF86nMK/tqjg9tiFrQ0L9/OCMSy9J4MN2iuL5Kao2uqien2DOJ5Dy8hLS5yecNEa/ePsP0BsYaK1dk73RGPMIMBRn3NwCnD+Oh4AvjTEXWWt/8ykjr6WVY2XZ5UJdJ2vtUmCpT3nzjDGf4fQaPIsz7jHa+btGn+OMWx1pjNkLLMH5avUZ4CTOV+C+iutrKeDrVExeS8VFKNrffMvLjbV2fI5N3xpjFgJfAXfivP6CEQntZCjbkFA/P7cCG6y1cwOpvIien6Juo8P9/AR7PvmVl6swPD9hox79YsoY8yzwAHCvtXasz/amOI3qY9baf1lrv7PWfgxcClQGnvApZh/+P4VX8/709+k9qoToOv2Jd8aFr4Bg7u6PSLldI2ttOs5sBtuAr4EDODMiPOv9v2/vV7F9LQV5nf4kll5LxUWo25XcyguWtXYWsIP/jXUOSAS0kwdwEsWQtCFheH46AAZ4N9AY/An181OEbXSRPD8FbUvd/vsJNyX6xZAx5imcr5yGWmv/m+Phc3C+YvvDfPnW2kM4N6n43nCzCmhqjMn5Omrh/RnMOLeIE8LrlJsSRHlPdT7XCGvtBmttO5ybm84GagEf4fSCzfPZtTi/loK5TrmJ+tdScRHqdiW/11YBlCDvns9g6i+SdtJaexxnCI2/MdgtgD3+br70J0znMwinRznPeywCFMrnp0ja6CJ8foJuS93++ykKSvSLGWPMk8DjwOPW2v/42SX7E+/5OY6rBjQGtvtsTsFZNOPKHGXcDFgbwCIYkSrE18lf+Uk44/qidorEAK7RKdba7dbaFdbaYzjzZO/C6WnJVpxfS6cEcJ38lR/1r6XiItTtSjCvrQDj6w4kEuBrKcLayRSgm/cY33quxBlPn69wnI8xpjzOAlNfWmvzPN8A4gv183NKEbTRRfH8nBJIW+r2309R0Rj9YsQY8wDOHL/TceaW9f06NM07RnI+zri2Z7wN1A9ATZwxieUB30+8M3FWMhxjjKmOM//sLUAHoFd4zyZ8Qn2djDHv4/Rm/Izz9WETnIYnAXgk3OcTDgFeI4wxD+O8OW7BWaXwBpyvVq+y1h71OaY4v5YCvk6x+FoqLsLQrgT02vLuOwe4yFob57NtKfAeYIEMnBsYH8QZ4/yqC+cT8Gvb3/ng3EA5AJhpjBkOZOIs7JSJs5prkZ6Pj+uBCsA7edT9p/MpoucnLG20i89PMG2pq38/RUmJfvGS/Un8Cu8/X5uB+tbak8aYrsDDwE04X2kdBJYBHa21C7IPsNZ6jDG9cf5IR+B82l+Ns6DGtLCdRfiF9DoBK3Aam7tx3gz2AXOAZ6y10TokJd9r5P1/As4y4XVw5o+eB7Sz1v7se0Bxfi15/x/QdSI2X0vFRajblUBfW7lZC9wBJAOlgK3AaOBpG9gCQBHVTlprdxljOuIklONxRizMAzpZa7e4cD7ZBgJ7ceZyD0bYnx/v/4ukjS6K5yeY8wmivNwU9vkpMnEej4Z1ioiIiIjEGo3RFxERERGJQUr0RURERERikBJ9EREREZEYpERfRERERCQGKdEXEREREYlBSvRFRERERGKQEn2JOsaYW40xHmNMZ7djCTdjTH3vuQ5THHkrTq8LERE3GWN+8y4kJRFOC2ZJxDLGtAR6A2Ottb8VUZ33AQettWOLor7ixPshYZm19hOXQxGRCGSMCWZhnwZF9b4gEs2U6Eska4mzwt0c4LciqvM+b11ji6i+/GzGWekv0+1AQuBJYBzwictxiEhkGpDj947AbcBbOCuc+tpTJBGJRDkl+iIRzFrrAU64HYeISLhZayf4/m6MicdJ9BfkfEyCY4xJADKstbHQaSRBUKIvEck7zONJ76+zjTHZD43D6eEHKGGMeRC4HaiL0/v9rLV2nJ/yugJDgfOBssA64DVr7Rs++2R/bVwvx1fIDay1vxljugODgTZAbSAN+Mlb53cFOMfTgOHAJUAScAjYALyZfQ7GmPrAJmC4tXZYzm3AauAfgAG2e2N51xhzOvA80AUoBXwK3G6t/d2n/jlAfWtt/Rxx/anOPM7hDpzhVWcBNYF9wDfAY9lfq/uUB3CLMeaW7OOttXE+ZeX7HPnsOwR4EGgAbAVeBg7nFauIFD+hai+9ZdUGngB64rTZe4HpOO3dbp/9koEHcNr2ejjfym7Eef8aaa096bNvWeBhoB9wGpCO06Z9Ya19KOc55GyTfd4rG/i0uWOBW4BawL+98dYEGgK/GWMqe69DX2+dh4GvgUettRtzlH8aMAq4FIgDvsP55luihBJ9iVRTcZLp24ARwBrv9l9xGmm82xOAN3GS7tuBscaYDdba+dkFGWNuA94AFgLPAkeBbsDrxpgzshtTnK+NX8BpvJ/1iSX7K+JbgWrAe8A2oA4wBPjGGHOxtTbnV8u58vZUzfKW8RpOUlsZOBvn6+o/fVjx4wrgb97j9+N8CHnHGJOOc22+xWnM2wCDcL4ZGBJojAF6EOe6/tcbQ3NvHV2MMS2stftwrt8AYDzO1+9v5SwkiOco+z6KF4BfvOdXDngI2I2IiH+Fai+9HwYWAKWBMTjvRY1w3ncuNsa0ttYe8u5+NtAHSPHuVwq4HPgXTrL9V5+4XvXW9x5Ou1YSOBPnQ0dhzQJ2Ak8D5YEj3iT/B+B04B1gFc577R3Aj97z2Ow95yrAXJwPA2/gfFC6CJiN894rUUCJvkQka+1yY8wCnER/lrV2TvZj5n/d+2WANtbadO/2j3B6Te4C5nu31cZJQidZa2/0qeI1Y8xLwP8ZY96w1v5qrZ1gjHkG2JXL18R/sdYe9d1gjHkDp6F8hD+PIc1LM5wPLH+31j4XxHG+mgLNfBrlyTg9QeOBB621z3v3e8MYUxW42Rhzn7X2SAHr86eFn2vyGU7v0GDgOe/jE4wx44GNfr6eD/g58r7xPIvzwa+9tfaYt4x3gbUhPC8RiS2FbS9fxknYz7XWbssu1BgzBaeD4n5gmHfzd0BD79DLbC9628Ahxphh1tod3u1XA59ba28h9FZaa2/y3eBtUxsCF1hrf/HZPhZYgfPNx63ezUOB+sAga+273m2vGWNeBO4NQ7wSBkr0JZq9lp3kA1hrtxtj1uH0hmS7BucDwRhjTI0cx08D7sH5evXX/CrzTWiNMRW85Z4EfgQuCDL27J6fi40xY32/9g3CJ9lvWt749hhjLM4wmldz7DsP5w2lPrCyAHX5lX1NjDElgIo4b4S/4Jxf2wCLCeY56o7Tg/9qdpLvjWObMeZ9nA+GIiI5Fbi99PaCXwG8C5zI0U79hjPksjveRN9aezz7QWNMaaACznTmXwI3Aa1x2jZw2sqzjDHNrbUha5u9Rvr+YoyJA/rj9NJvz3EeR3E+sHT32dYb2IXzbYOvf6NEP2oo0ZdottHPtn04YyKzNfX+/DqPchIDqcwYcwZOb/KlQJUcDwczLRzW2s3GmGdxvgnYYYxZhjO2fYq1dlGAxfg7/wPADmttmp/tANWDiTM/xpguOGNW2+KMq/dVNcBignmOGnp/+uu9Xx1gfSJS/BSmvTQ4ifpg7788y/cOzXwYuBlneE9cjn1928b7cL5VWGGM2YgzLGYaMM1am5XH+QRiXY7fa+KcU3dyn7XIt86GwCLfewoArLU7jDEHCxmbFBEl+hLNTuayPc7P/28GdvjZF/y/AfyBtwd/Ls44xxdxvuL8HadRfIQCjKe01j5mjHkH50apjjjjQR8yxjxnrf17AEXkdv65bYc/XpvcPpwE1C4YY9oAX+H0Zj2Mc7PYcW+5kwh8Qb5gnqPsff3FnvPNVEQkW2Hay+yfE8j9/qnjPv9/HrgbmIzTObQbyADOw+kNP9U2Wms/9d5s2wNn/HtXnA8T84wxXb3fWufVkZRre+37rWeO8/jaG0cgcqtb7W2UUKIvkSyoXvJcrPf+3GutzavHOL86LwGS+eNYRQC84/oLxDvDwcvAy97ZF74EhhpjRhVwOE8w9gOt/Gxv6GebPzfi3Dh2ubU2e1YdjDHlCbw3H4J7jrKHWDXFuXnOV1NEREJvA857Q+kA30cGAHOttTf4bjTGNPK3s7V2P86HiAne4TX/whkf3wuYgtNWgzMZRE6Bttfg9OIfBCoFeB4bgcbGmJI5ZgqqjTN5hESBQHvcRNyQfROUv8YtUB/izMgz3DuP8B8YYyobY8rkqNNffdmN3B96MbxTbgY6Fj1nvaV8t1lrT/C/2YWCSZQLah1Q0Rhzvk9cJXBuKguE32uCM3OFv7Ylt2sbzHM0C6fn7E5jTDmfferifPAQEQkp7+xhM4E+xpg/3Y9ljIkzxtT02XSSP79XlCdH22qMKemdYMC3Lg+w1PtrNe+233Fmz+ni/SCQfXxDnHH0gZ5HFvA+cL4x5hp/+xhjavn8+inOsMmbc+wWyDfOEiHUoy+RbBHO0JhHvbMgHOV/87EHxHuT5u3AaGCNd9aDzThjFVvgNJLN+N/KuwuBwcaYp3GS7iyc8ZLf4zS0o7xfs27DWbl3AM4wnhZBntvFwFvGmI8Bi5MEt8IZvvOjtdYGWV5BvIUz13OKdyaGdJwbYwNtF1Jw3rhmGmPe8h7fDWdqub1+9l8IdDXG/B3YAnistZOCeY6stQeMMY/j3GT2gzHmPZybc/+G883AuUFeAxGRQNyO8z4w19vuLMXp0GiI0/P+Hv+bdecj4K/emX2+xkmWB+HcQ+arIs49Wp95y9uNszbI7Tj3CUzz2fcV4Bngc2PMJzjfMP8NZ3KFNkGcx6PAhcCHxpgPcdrldJx723oAS/jfrDvP4XSgvG2MaYUzw1xnoB3+23iJQOrRl4hlrd2C0zgmAK8DH+A0gMGW8y7QCach/SvOPMp348wd/DhOAp/tUZwE9k6cr1I/AGpaaw/i3IT7o/fYUTjJZw/g56BPzpmZZipOo/kU8JL3/yO89YSdd7hNb5yvc5/G+ap4Ps5CK4EcPx9nwZWj3uOH4fS2X+TdltMdOG+UjwITca5tdlkBP0fW2lE4b3AJwD9x3pRG4gyBEhEJOWvtVpzOmJdw2qpROO1eV5yE/EOf3f8Pp026AKddugWnY+XhHMUew7nnqwHOWiCv43QefQa0tdam+uz7b+A/wDneY67AGcs/M8jzOIST6D+JM+PQP71lX4WT9L/us+8BnPvHPsHp1X8Op2PlYvy38RKB4jyeUAyDFhERERGRSKIefRERERGRGKQx+iIh5J2Gs0I+u5201uY2h7GIiOTDGJMUwG6HfBevEimOlOiLhNaDOGMf87IZZ8VFEREpmNzW3PA1EBgb5jhEIpoSfZHQeg/nhtO8qIdJRKRwugWwz6qwRyES4XQzroiIiIhIDNLNuCIiIiIiMUiJvoiIiIhIDFKiLyIiIiISg5Toi4iIiIjEICX6IiIiIiIx6P8ByxKXaPhXoDMAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 864x432 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x432 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, (ax1,ax2) = plt.subplots(1,2,sharey = True, figsize=(12,6))\n",
    "sns.histplot(data = temperature_df, ax=ax1,x =\"theta_simulated\", kde=True,fill=True, stat='density',color='black')\n",
    "sns.histplot(data = temperature_df, ax=ax2,x =\"T_measured\", kde=True,fill=True, stat='density',color='black')\n",
    "fig, (ax1,ax2) = plt.subplots(1,2,sharey = True, figsize=(12,6))\n",
    "sns.histplot(data = temperature_df,x =\"theta_simulated\", ax=ax1, hue = 'day_night',kde=True,fill=True, stat='density',element='step')\n",
    "sns.histplot(data = temperature_df,x =\"T_measured\", ax=ax2, hue = 'day_night',kde=True,fill=True, stat='density',element='step')\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7b825649",
   "metadata": {},
   "source": [
    "### Heat flux\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0bc3b254",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "e61905fa",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>x</th>\n",
       "      <th>y</th>\n",
       "      <th>zw_3d</th>\n",
       "      <th>wtheta_simulated</th>\n",
       "      <th>cov_wT_measured</th>\n",
       "      <th>DOY</th>\n",
       "      <th>Time_of_day</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tower</th>\n",
       "      <th>time</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">nw1</th>\n",
       "      <th>2019-08-23 05:00:00.600000175</th>\n",
       "      <td>2217.0</td>\n",
       "      <td>9147.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>-0.002164</td>\n",
       "      <td>NaN</td>\n",
       "      <td>235.208333</td>\n",
       "      <td>0.208333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-08-23 05:30:00.600000192</th>\n",
       "      <td>2217.0</td>\n",
       "      <td>9147.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>-0.003089</td>\n",
       "      <td>NaN</td>\n",
       "      <td>235.229167</td>\n",
       "      <td>0.229167</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-08-23 06:00:00.600000210</th>\n",
       "      <td>2217.0</td>\n",
       "      <td>9147.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>-0.004218</td>\n",
       "      <td>NaN</td>\n",
       "      <td>235.250000</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-08-23 06:30:00.600000227</th>\n",
       "      <td>2217.0</td>\n",
       "      <td>9147.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.002145</td>\n",
       "      <td>NaN</td>\n",
       "      <td>235.270833</td>\n",
       "      <td>0.270833</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-08-23 07:00:00.600000244</th>\n",
       "      <td>2217.0</td>\n",
       "      <td>9147.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.010347</td>\n",
       "      <td>-0.000788</td>\n",
       "      <td>235.291667</td>\n",
       "      <td>0.291667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">se6</th>\n",
       "      <th>2019-08-24 18:00:00.210999692</th>\n",
       "      <td>9537.0</td>\n",
       "      <td>3333.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.031190</td>\n",
       "      <td>0.010077</td>\n",
       "      <td>236.750000</td>\n",
       "      <td>0.750000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-08-24 18:30:00.210999622</th>\n",
       "      <td>9537.0</td>\n",
       "      <td>3333.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.006935</td>\n",
       "      <td>-0.002774</td>\n",
       "      <td>236.770833</td>\n",
       "      <td>0.770833</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-08-24 19:00:00.210999552</th>\n",
       "      <td>9537.0</td>\n",
       "      <td>3333.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.000599</td>\n",
       "      <td>-0.009599</td>\n",
       "      <td>236.791667</td>\n",
       "      <td>0.791667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-08-24 19:30:00.210999482</th>\n",
       "      <td>9537.0</td>\n",
       "      <td>3333.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.000725</td>\n",
       "      <td>-0.014315</td>\n",
       "      <td>236.812500</td>\n",
       "      <td>0.812500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-08-24 20:00:00.210999411</th>\n",
       "      <td>9537.0</td>\n",
       "      <td>3333.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.000832</td>\n",
       "      <td>-0.022617</td>\n",
       "      <td>236.833333</td>\n",
       "      <td>0.833333</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>948 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                          x       y  zw_3d  wtheta_simulated  \\\n",
       "tower time                                                                     \n",
       "nw1   2019-08-23 05:00:00.600000175  2217.0  9147.0   32.0         -0.002164   \n",
       "      2019-08-23 05:30:00.600000192  2217.0  9147.0   32.0         -0.003089   \n",
       "      2019-08-23 06:00:00.600000210  2217.0  9147.0   32.0         -0.004218   \n",
       "      2019-08-23 06:30:00.600000227  2217.0  9147.0   32.0          0.002145   \n",
       "      2019-08-23 07:00:00.600000244  2217.0  9147.0   32.0          0.010347   \n",
       "...                                     ...     ...    ...               ...   \n",
       "se6   2019-08-24 18:00:00.210999692  9537.0  3333.0   32.0          0.031190   \n",
       "      2019-08-24 18:30:00.210999622  9537.0  3333.0   32.0          0.006935   \n",
       "      2019-08-24 19:00:00.210999552  9537.0  3333.0   32.0          0.000599   \n",
       "      2019-08-24 19:30:00.210999482  9537.0  3333.0   32.0          0.000725   \n",
       "      2019-08-24 20:00:00.210999411  9537.0  3333.0   32.0          0.000832   \n",
       "\n",
       "                                     cov_wT_measured         DOY  Time_of_day  \n",
       "tower time                                                                     \n",
       "nw1   2019-08-23 05:00:00.600000175              NaN  235.208333     0.208333  \n",
       "      2019-08-23 05:30:00.600000192              NaN  235.229167     0.229167  \n",
       "      2019-08-23 06:00:00.600000210              NaN  235.250000     0.250000  \n",
       "      2019-08-23 06:30:00.600000227              NaN  235.270833     0.270833  \n",
       "      2019-08-23 07:00:00.600000244        -0.000788  235.291667     0.291667  \n",
       "...                                              ...         ...          ...  \n",
       "se6   2019-08-24 18:00:00.210999692         0.010077  236.750000     0.750000  \n",
       "      2019-08-24 18:30:00.210999622        -0.002774  236.770833     0.770833  \n",
       "      2019-08-24 19:00:00.210999552        -0.009599  236.791667     0.791667  \n",
       "      2019-08-24 19:30:00.210999482        -0.014315  236.812500     0.812500  \n",
       "      2019-08-24 20:00:00.210999411        -0.022617  236.833333     0.833333  \n",
       "\n",
       "[948 rows x 7 columns]"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "wtheta_df = combine_obs_sim(wtheta_simulated,tower_data,'wtheta','cov_wT')\n",
    "wtheta_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "7f019d39",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x7f7a3039c160>"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 741.9x648 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 741.9x648 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#check both the data\n",
    "sns.relplot(\n",
    "    data=wtheta_df, x=\"time\", y=\"wtheta_simulated\", hue=\"tower\", kind=\"line\",height=9\n",
    ")\n",
    "sns.relplot(\n",
    "    data=wtheta_df, x=\"time\", y=\"cov_wT_measured\", hue=\"tower\", kind=\"line\",height=9\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "860b5672",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'\\nax3.set_xlim([275,300])\\nax3.set_ylim([275,300])\\n'"
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x432 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#scatter with regline and distributions\n",
    "x_val = 'cov_wT_measured'\n",
    "y_val = 'wtheta_simulated'\n",
    "ax1 = sns.jointplot(data = wtheta_df, x = x_val, y=y_val, kind='reg',# xlim=(275,300), ylim=(275,300),\n",
    "                    height = 8, marker = 'o',scatter_kws={'s':80,'alpha':0.7})\n",
    "\n",
    "#scatter with towers coloured in\n",
    "ax2 = sns.JointGrid(data=wtheta_df, x=x_val, y=y_val,hue='tower',height=10)#,xlim=(270, 300), ylim=(270,300))\n",
    "ax2.plot_joint(sns.scatterplot,edgecolor='0.2',alpha = 0.8,s=100,palette=\"deep\")\n",
    "ax2.plot_marginals(sns.kdeplot)\n",
    "\n",
    "#scatter plot with time\n",
    "fig, ax3 = plt.subplots(figsize=(10,10))\n",
    "sns.jointplot(data = wtheta_df, x = x_val, y=y_val, kind='scatter', hue='Time_of_day',\n",
    "              marker = 'o', s = 80,ax = ax3)\n",
    "'''\n",
    "ax3.set_xlim([275,300])\n",
    "ax3.set_ylim([275,300])\n",
    "'''"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "76c8d748",
   "metadata": {},
   "source": [
    "Change the T_measured values correctly."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "id": "ea4f97a9",
   "metadata": {},
   "outputs": [],
   "source": [
    "# #save the subset\n",
    "#wtheta_simulated.to_netcdf('/bog/incoming/CHEESEHEAD/palm/realistic_runs/python_scripts/spaleri/work/wtheta_simulated_IOP2_v2.nc')\n",
    "#wq_simulated.to_netcdf('/bog/incoming/CHEESEHEAD/palm/realistic_runs/python_scripts/spaleri/work/wq_simulated_v2.nc')\n",
    "#theta_simulated.to_netcdf('/bog/incoming/CHEESEHEAD/palm/realistic_runs/python_scripts/spaleri/work/theta_simulated_v2.nc')\n",
    "#q_simulated.to_netcdf('/bog/incoming/CHEESEHEAD/palm/realistic_runs/python_scripts/spaleri/work/q_simulated_v2.nc')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "8c1753ba",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'/bog/incoming/CHEESEHEAD/palm/realistic_runs/python_scripts/spaleri'"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pwd()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "7bf0010b",
   "metadata": {},
   "outputs": [],
   "source": [
    "#using data from ensemble.member.1\n",
    "#open all the folders inside and read data from DATA_MASK_NETCDF_N03_M01_slice\n",
    "#skip if not found."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "0dc4d8f8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Folder list: \n",
      "06.ches_IOP2.31028\n",
      "04.ches_IOP2.20941\n",
      "05.ches_IOP2.13864\n",
      "07.ches_IOP2.19931\n",
      "08.ches_IOP2.19743\n",
      "02.ches_IOP2.10023\n",
      "03.ches_IOP2.28390\n"
     ]
    }
   ],
   "source": [
    "file_name = 'DATA_MASK_NETCDF_N03_M01slice'\n",
    "source_folder = '/bog/incoming/CHEESEHEAD/palm/realistic_runs/ches_IOP2/ensemble.member.1'\n",
    "\n",
    "#get list of all the sub-folders, pertaining to different runs\n",
    "folder_list = os.listdir(source_folder)\n",
    "\n",
    "print ('Folder list: ')\n",
    "simulated_WLEF_data_list = []\n",
    "#read in the files from the folders and create a list of them \n",
    "for i, folder in enumerate(folder_list):\n",
    "    file = source_folder + '/' + folder + '/' + file_name\n",
    "    #check if file exists\n",
    "    if os.path.exists(file):\n",
    "        print(folder)\n",
    "        ds = xr.open_dataset(file)\n",
    "        ds.close()\n",
    "        #append the data to the list\n",
    "        simulated_WLEF_data_list.append(ds)\n",
    "        \n",
    "\n",
    "#concatenate the list into one dataset and sort it by time \n",
    "simulated_WLEF_ds = xr.concat(simulated_WLEF_data_list, dim='time')\n",
    "simulated_WLEF_ds = simulated_WLEF_ds.sortby('time')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "e3babbba",
   "metadata": {},
   "outputs": [],
   "source": [
    "simulated_WLEF_ds['time'] = pd.to_datetime('2019-08-23') + simulated_WLEF_ds['time'].values\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "4a3ebcce",
   "metadata": {},
   "outputs": [
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:  (time: 234001, x: 3, xu: 3, y: 3, yv: 3, zu_3d: 9, zw_3d: 9)\n",
       "Coordinates:\n",
       "  * x        (x) float64 6.069e+03 6.075e+03 6.081e+03\n",
       "  * y        (y) float64 6.177e+03 6.183e+03 6.189e+03\n",
       "  * xu       (xu) float64 6.066e+03 6.072e+03 6.078e+03\n",
       "  * yv       (yv) float64 6.174e+03 6.18e+03 6.186e+03\n",
       "  * time     (time) datetime64[ns] 2019-08-23T05:00:00.000000175 ... 2019-08-...\n",
       "  * zu_3d    (zu_3d) float64 26.0 30.0 34.0 94.0 98.0 102.0 194.0 198.0 202.0\n",
       "  * zw_3d    (zw_3d) float64 28.0 32.0 36.0 96.0 100.0 104.0 196.0 200.0 204.0\n",
       "Data variables:\n",
       "    E_UTM    (time, x) float64 4.989e+05 4.989e+05 ... 4.989e+05 4.989e+05\n",
       "    N_UTM    (time, y) float64 6.082e+05 6.082e+05 ... 6.082e+05 6.082e+05\n",
       "    Eu_UTM   (time, xu) float64 4.989e+05 4.989e+05 ... 4.989e+05 4.989e+05\n",
       "    Nu_UTM   (time, y) float64 6.082e+05 6.082e+05 ... 6.082e+05 6.082e+05\n",
       "    Ev_UTM   (time, x) float64 4.989e+05 4.989e+05 ... 4.989e+05 4.989e+05\n",
       "    Nv_UTM   (time, yv) float64 6.081e+05 6.082e+05 ... 6.082e+05 6.082e+05\n",
       "    lon      (time, y, x) float64 -93.01 -93.01 -93.01 ... -93.01 -93.01 -93.01\n",
       "    lat      (time, y, x) float64 5.502 5.502 5.502 5.502 ... 5.502 5.502 5.502\n",
       "    lonu     (time, y, xu) float64 -93.01 -93.01 -93.01 ... -93.01 -93.01 -93.01\n",
       "    latu     (time, y, xu) float64 5.502 5.502 5.502 5.502 ... 5.502 5.502 5.502\n",
       "    lonv     (time, yv, x) float64 -93.01 -93.01 -93.01 ... -93.01 -93.01 -93.01\n",
       "    latv     (time, yv, x) float64 5.502 5.502 5.502 5.502 ... 5.502 5.502 5.502\n",
       "    crs      (time) int32 -2147483647 -2147483647 ... -2147483647 -2147483647\n",
       "    u        (time, zu_3d, y, xu) float32 -1.0559956 -1.0432243 ... -0.07362391\n",
       "    v        (time, zu_3d, yv, x) float32 -0.8337311 -0.80854285 ... -0.35641006\n",
       "    w        (time, zw_3d, y, x) float32 0.07919971 0.068178974 ... -0.31850612\n",
       "    theta    (time, zu_3d, y, x) float32 283.39307 283.4112 ... 296.09335\n",
       "    q        (time, zu_3d, y, x) float32 0.008521782 0.008525057 ... 0.00599272\n",
       "    s        (time, zu_3d, y, x) float32 438.24213 438.22574 ... 408.302\n",
       "Attributes:\n",
       "    title:           PALM 21.10-rc.2  run: ches_IOP2.06  nest-id: 03  host: b...\n",
       "    Conventions:     CF-1.7\n",
       "    creation_time:   2022-06-22 12:28:01 -06\n",
       "    data_content:    podsmasked\n",
       "    version:         7\n",
       "    origin_time:     2019-08-22 05:00:00 +00\n",
       "    origin_lat:      45.710569\n",
       "    origin_lon:      -90.5842512\n",
       "    origin_x:        492825.33\n",
       "    origin_y:        601975.59\n",
       "    origin_z:        470.0\n",
       "    rotation_angle:  0.0\n",
       "    dependencies:    \n",
       "    history:         \n",
       "    author:          Luise Wanner, luise.wanner at kit.edu, Sreenath Paleri, ...\n",
       "    contact_person:  \n",
       "    institution:     IMK-IFU,Karlsruhe Institute of Technology, AOSS UW Madison\n",
       "    acronym:         \n",
       "    campaign:        \n",
       "    location:        \n",
       "    site:            \n",
       "    source:          PALM 21.10-rc.2\n",
       "    references:      \n",
       "    keywords:        example, PALM-4U\n",
       "    licence:         \n",
       "    comment:         Generic crossing example\n",
       "    VAR_LIST:        ;u;v;w;theta;q;s;</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-91a7cf36-a647-4125-a3a0-0428c2c059b2' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-91a7cf36-a647-4125-a3a0-0428c2c059b2' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 234001</li><li><span class='xr-has-index'>x</span>: 3</li><li><span class='xr-has-index'>xu</span>: 3</li><li><span class='xr-has-index'>y</span>: 3</li><li><span class='xr-has-index'>yv</span>: 3</li><li><span class='xr-has-index'>zu_3d</span>: 9</li><li><span class='xr-has-index'>zw_3d</span>: 9</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-28e49772-b688-4d5e-b0b6-b53881df4c3f' class='xr-section-summary-in' type='checkbox'  checked><label for='section-28e49772-b688-4d5e-b0b6-b53881df4c3f' class='xr-section-summary' >Coordinates: <span>(7)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>x</span></div><div class='xr-var-dims'>(x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.069e+03 6.075e+03 6.081e+03</div><input id='attrs-2ac3b59b-0477-4ace-b40c-0a05d766791c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2ac3b59b-0477-4ace-b40c-0a05d766791c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8a6d9ae7-4570-45b6-9e0a-2981495f8507' class='xr-var-data-in' type='checkbox'><label for='data-8a6d9ae7-4570-45b6-9e0a-2981495f8507' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>meters</dd><dt><span>axis :</span></dt><dd>X</dd></dl></div><div class='xr-var-data'><pre>array([6069., 6075., 6081.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>y</span></div><div class='xr-var-dims'>(y)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.177e+03 6.183e+03 6.189e+03</div><input id='attrs-5da23528-8657-4bbe-b434-945160aff864' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5da23528-8657-4bbe-b434-945160aff864' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-52cc04a8-f067-409c-b852-310567143cc7' class='xr-var-data-in' type='checkbox'><label for='data-52cc04a8-f067-409c-b852-310567143cc7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>meters</dd><dt><span>axis :</span></dt><dd>Y</dd></dl></div><div class='xr-var-data'><pre>array([6177., 6183., 6189.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>xu</span></div><div class='xr-var-dims'>(xu)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.066e+03 6.072e+03 6.078e+03</div><input id='attrs-226229a2-b909-4289-ac2f-6d29d43ff5f0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-226229a2-b909-4289-ac2f-6d29d43ff5f0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-11ded8e2-9bd6-4762-907d-b28641949d1e' class='xr-var-data-in' type='checkbox'><label for='data-11ded8e2-9bd6-4762-907d-b28641949d1e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>meters</dd><dt><span>axis :</span></dt><dd>X</dd></dl></div><div class='xr-var-data'><pre>array([6066., 6072., 6078.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>yv</span></div><div class='xr-var-dims'>(yv)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.174e+03 6.18e+03 6.186e+03</div><input id='attrs-93b49137-2309-4e27-a854-d0169f09ed42' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-93b49137-2309-4e27-a854-d0169f09ed42' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e6e2da40-db83-4a90-bf89-eee980f8efa8' class='xr-var-data-in' type='checkbox'><label for='data-e6e2da40-db83-4a90-bf89-eee980f8efa8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>meters</dd><dt><span>axis :</span></dt><dd>Y</dd></dl></div><div class='xr-var-data'><pre>array([6174., 6180., 6186.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2019-08-23T05:00:00.000000175 .....</div><input id='attrs-6f7c429d-cec3-498a-a04d-53bbb56bb2af' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6f7c429d-cec3-498a-a04d-53bbb56bb2af' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-08b9f990-15e7-485f-95fd-9459dc82e96c' class='xr-var-data-in' type='checkbox'><label for='data-08b9f990-15e7-485f-95fd-9459dc82e96c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2019-08-23T05:00:00.000000175&#x27;, &#x27;2019-08-23T05:00:00.600000175&#x27;,\n",
       "       &#x27;2019-08-23T05:00:01.200000175&#x27;, ..., &#x27;2019-08-24T19:59:59.010999412&#x27;,\n",
       "       &#x27;2019-08-24T19:59:59.610999412&#x27;, &#x27;2019-08-24T20:00:00.210999412&#x27;],\n",
       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>zu_3d</span></div><div class='xr-var-dims'>(zu_3d)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>26.0 30.0 34.0 ... 198.0 202.0</div><input id='attrs-633ef10d-f1a6-43a3-94cb-102450a463a9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-633ef10d-f1a6-43a3-94cb-102450a463a9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dfbe2bb1-fcbb-43fe-ac20-1d91fa794323' class='xr-var-data-in' type='checkbox'><label for='data-dfbe2bb1-fcbb-43fe-ac20-1d91fa794323' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>meters</dd><dt><span>axis :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>array([ 26.,  30.,  34.,  94.,  98., 102., 194., 198., 202.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>zw_3d</span></div><div class='xr-var-dims'>(zw_3d)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>28.0 32.0 36.0 ... 200.0 204.0</div><input id='attrs-d5af9206-0788-4c52-b73e-700257e59f59' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d5af9206-0788-4c52-b73e-700257e59f59' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c89501f4-acec-4a5d-8221-20ee45cd054f' class='xr-var-data-in' type='checkbox'><label for='data-c89501f4-acec-4a5d-8221-20ee45cd054f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>meters</dd><dt><span>axis :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>array([ 28.,  32.,  36.,  96., 100., 104., 196., 200., 204.])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-9053dfb2-e62e-4bd1-be94-752956e1463a' class='xr-section-summary-in' type='checkbox'  ><label for='section-9053dfb2-e62e-4bd1-be94-752956e1463a' class='xr-section-summary' >Data variables: <span>(19)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>E_UTM</span></div><div class='xr-var-dims'>(time, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.989e+05 4.989e+05 ... 4.989e+05</div><input id='attrs-ee7af293-7ebe-449b-a9c9-13eb2e76e492' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ee7af293-7ebe-449b-a9c9-13eb2e76e492' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-036a0a2e-90db-40dc-aaf8-3c7e408586d4' class='xr-var-data-in' type='checkbox'><label for='data-036a0a2e-90db-40dc-aaf8-3c7e408586d4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m</dd><dt><span>long_name :</span></dt><dd>easting</dd><dt><span>standard_name :</span></dt><dd>projection_x_coordinate</dd></dl></div><div class='xr-var-data'><pre>array([[498894.33, 498900.33, 498906.33],\n",
       "       [498894.33, 498900.33, 498906.33],\n",
       "       [498894.33, 498900.33, 498906.33],\n",
       "       ...,\n",
       "       [498894.33, 498900.33, 498906.33],\n",
       "       [498894.33, 498900.33, 498906.33],\n",
       "       [498894.33, 498900.33, 498906.33]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>N_UTM</span></div><div class='xr-var-dims'>(time, y)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.082e+05 6.082e+05 ... 6.082e+05</div><input id='attrs-746fcfbe-9cdb-4682-8268-c23ea6573acc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-746fcfbe-9cdb-4682-8268-c23ea6573acc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2e3cada9-ba6c-42ed-9b94-bdee9bb17f6d' class='xr-var-data-in' type='checkbox'><label for='data-2e3cada9-ba6c-42ed-9b94-bdee9bb17f6d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m</dd><dt><span>long_name :</span></dt><dd>northing</dd><dt><span>standard_name :</span></dt><dd>projection_y_coordinate</dd></dl></div><div class='xr-var-data'><pre>array([[608152.59, 608158.59, 608164.59],\n",
       "       [608152.59, 608158.59, 608164.59],\n",
       "       [608152.59, 608158.59, 608164.59],\n",
       "       ...,\n",
       "       [608152.59, 608158.59, 608164.59],\n",
       "       [608152.59, 608158.59, 608164.59],\n",
       "       [608152.59, 608158.59, 608164.59]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Eu_UTM</span></div><div class='xr-var-dims'>(time, xu)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.989e+05 4.989e+05 ... 4.989e+05</div><input id='attrs-729816a9-c2eb-4e41-a1dc-fba23862b146' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-729816a9-c2eb-4e41-a1dc-fba23862b146' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8d54b05f-7377-4d15-b206-5db7b2773419' class='xr-var-data-in' type='checkbox'><label for='data-8d54b05f-7377-4d15-b206-5db7b2773419' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m</dd><dt><span>long_name :</span></dt><dd>easting</dd><dt><span>standard_name :</span></dt><dd>projection_x_coordinate</dd></dl></div><div class='xr-var-data'><pre>array([[498891.33, 498897.33, 498903.33],\n",
       "       [498891.33, 498897.33, 498903.33],\n",
       "       [498891.33, 498897.33, 498903.33],\n",
       "       ...,\n",
       "       [498891.33, 498897.33, 498903.33],\n",
       "       [498891.33, 498897.33, 498903.33],\n",
       "       [498891.33, 498897.33, 498903.33]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Nu_UTM</span></div><div class='xr-var-dims'>(time, y)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.082e+05 6.082e+05 ... 6.082e+05</div><input id='attrs-24a869c1-fb86-40e6-a37d-a30e6d343e10' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-24a869c1-fb86-40e6-a37d-a30e6d343e10' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8653b098-3524-460e-b86e-fd39e47809a5' class='xr-var-data-in' type='checkbox'><label for='data-8653b098-3524-460e-b86e-fd39e47809a5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m</dd><dt><span>long_name :</span></dt><dd>northing</dd><dt><span>standard_name :</span></dt><dd>projection_y_coordinate</dd></dl></div><div class='xr-var-data'><pre>array([[608152.59, 608158.59, 608164.59],\n",
       "       [608152.59, 608158.59, 608164.59],\n",
       "       [608152.59, 608158.59, 608164.59],\n",
       "       ...,\n",
       "       [608152.59, 608158.59, 608164.59],\n",
       "       [608152.59, 608158.59, 608164.59],\n",
       "       [608152.59, 608158.59, 608164.59]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Ev_UTM</span></div><div class='xr-var-dims'>(time, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.989e+05 4.989e+05 ... 4.989e+05</div><input id='attrs-6735c455-64d5-4b87-adf9-57e7f7287abb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6735c455-64d5-4b87-adf9-57e7f7287abb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-444e66a6-e058-45f1-a703-f5bc8c5cfc51' class='xr-var-data-in' type='checkbox'><label for='data-444e66a6-e058-45f1-a703-f5bc8c5cfc51' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m</dd><dt><span>long_name :</span></dt><dd>easting</dd><dt><span>standard_name :</span></dt><dd>projection_x_coordinate</dd></dl></div><div class='xr-var-data'><pre>array([[498894.33, 498900.33, 498906.33],\n",
       "       [498894.33, 498900.33, 498906.33],\n",
       "       [498894.33, 498900.33, 498906.33],\n",
       "       ...,\n",
       "       [498894.33, 498900.33, 498906.33],\n",
       "       [498894.33, 498900.33, 498906.33],\n",
       "       [498894.33, 498900.33, 498906.33]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Nv_UTM</span></div><div class='xr-var-dims'>(time, yv)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.081e+05 6.082e+05 ... 6.082e+05</div><input id='attrs-035d0c32-3665-40c2-8084-c2a0a936bcb4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-035d0c32-3665-40c2-8084-c2a0a936bcb4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eb122e28-fee4-48d9-a626-8e93bad03bd0' class='xr-var-data-in' type='checkbox'><label for='data-eb122e28-fee4-48d9-a626-8e93bad03bd0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m</dd><dt><span>long_name :</span></dt><dd>northing</dd><dt><span>standard_name :</span></dt><dd>projection_y_coordinate</dd></dl></div><div class='xr-var-data'><pre>array([[608149.59, 608155.59, 608161.59],\n",
       "       [608149.59, 608155.59, 608161.59],\n",
       "       [608149.59, 608155.59, 608161.59],\n",
       "       ...,\n",
       "       [608149.59, 608155.59, 608161.59],\n",
       "       [608149.59, 608155.59, 608161.59],\n",
       "       [608149.59, 608155.59, 608161.59]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lon</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-93.01 -93.01 ... -93.01 -93.01</div><input id='attrs-df56618e-51ba-4297-942e-ca93c69e6c47' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-df56618e-51ba-4297-942e-ca93c69e6c47' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-52a0f7fa-a073-4a75-af90-379385ea9219' class='xr-var-data-in' type='checkbox'><label for='data-52a0f7fa-a073-4a75-af90-379385ea9219' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>degrees_east</dd><dt><span>long_name :</span></dt><dd>longitude</dd><dt><span>standard_name :</span></dt><dd>longitude</dd></dl></div><div class='xr-var-data'><pre>array([[[-93.00998206, -93.00992789, -93.00987372],\n",
       "        [-93.00998206, -93.00992789, -93.00987372],\n",
       "        [-93.00998206, -93.00992789, -93.00987372]],\n",
       "\n",
       "       [[-93.00998206, -93.00992789, -93.00987372],\n",
       "        [-93.00998206, -93.00992789, -93.00987372],\n",
       "        [-93.00998206, -93.00992789, -93.00987372]],\n",
       "\n",
       "       [[-93.00998206, -93.00992789, -93.00987372],\n",
       "        [-93.00998206, -93.00992789, -93.00987372],\n",
       "        [-93.00998206, -93.00992789, -93.00987372]],\n",
       "\n",
       "       ...,\n",
       "\n",
       "       [[-93.00998206, -93.00992789, -93.00987372],\n",
       "        [-93.00998206, -93.00992789, -93.00987372],\n",
       "        [-93.00998206, -93.00992789, -93.00987372]],\n",
       "\n",
       "       [[-93.00998206, -93.00992789, -93.00987372],\n",
       "        [-93.00998206, -93.00992789, -93.00987372],\n",
       "        [-93.00998206, -93.00992789, -93.00987372]],\n",
       "\n",
       "       [[-93.00998206, -93.00992789, -93.00987372],\n",
       "        [-93.00998206, -93.00992789, -93.00987372],\n",
       "        [-93.00998206, -93.00992789, -93.00987372]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lat</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>5.502 5.502 5.502 ... 5.502 5.502</div><input id='attrs-cb7b78b4-d01c-444d-ae91-b79d05f7bd48' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cb7b78b4-d01c-444d-ae91-b79d05f7bd48' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-07a979f1-c362-442b-be00-33c867e7cd50' class='xr-var-data-in' type='checkbox'><label for='data-07a979f1-c362-442b-be00-33c867e7cd50' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>degrees_north</dd><dt><span>long_name :</span></dt><dd>latitude</dd><dt><span>standard_name :</span></dt><dd>latitude</dd></dl></div><div class='xr-var-data'><pre>array([[[5.50197766, 5.50197766, 5.50197766],\n",
       "        [5.50203194, 5.50203194, 5.50203194],\n",
       "        [5.50208621, 5.50208622, 5.50208622]],\n",
       "\n",
       "       [[5.50197766, 5.50197766, 5.50197766],\n",
       "        [5.50203194, 5.50203194, 5.50203194],\n",
       "        [5.50208621, 5.50208622, 5.50208622]],\n",
       "\n",
       "       [[5.50197766, 5.50197766, 5.50197766],\n",
       "        [5.50203194, 5.50203194, 5.50203194],\n",
       "        [5.50208621, 5.50208622, 5.50208622]],\n",
       "\n",
       "       ...,\n",
       "\n",
       "       [[5.50197766, 5.50197766, 5.50197766],\n",
       "        [5.50203194, 5.50203194, 5.50203194],\n",
       "        [5.50208621, 5.50208622, 5.50208622]],\n",
       "\n",
       "       [[5.50197766, 5.50197766, 5.50197766],\n",
       "        [5.50203194, 5.50203194, 5.50203194],\n",
       "        [5.50208621, 5.50208622, 5.50208622]],\n",
       "\n",
       "       [[5.50197766, 5.50197766, 5.50197766],\n",
       "        [5.50203194, 5.50203194, 5.50203194],\n",
       "        [5.50208621, 5.50208622, 5.50208622]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lonu</span></div><div class='xr-var-dims'>(time, y, xu)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-93.01 -93.01 ... -93.01 -93.01</div><input id='attrs-db4d9b94-ae10-4025-b008-f3f558e899f5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-db4d9b94-ae10-4025-b008-f3f558e899f5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-07c5213b-8555-4f26-95b3-df070edbed60' class='xr-var-data-in' type='checkbox'><label for='data-07c5213b-8555-4f26-95b3-df070edbed60' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>degrees_east</dd><dt><span>long_name :</span></dt><dd>longitude</dd><dt><span>standard_name :</span></dt><dd>longitude</dd></dl></div><div class='xr-var-data'><pre>array([[[-93.01000914, -93.00995498, -93.00990081],\n",
       "        [-93.01000914, -93.00995498, -93.00990081],\n",
       "        [-93.01000915, -93.00995498, -93.00990081]],\n",
       "\n",
       "       [[-93.01000914, -93.00995498, -93.00990081],\n",
       "        [-93.01000914, -93.00995498, -93.00990081],\n",
       "        [-93.01000915, -93.00995498, -93.00990081]],\n",
       "\n",
       "       [[-93.01000914, -93.00995498, -93.00990081],\n",
       "        [-93.01000914, -93.00995498, -93.00990081],\n",
       "        [-93.01000915, -93.00995498, -93.00990081]],\n",
       "\n",
       "       ...,\n",
       "\n",
       "       [[-93.01000914, -93.00995498, -93.00990081],\n",
       "        [-93.01000914, -93.00995498, -93.00990081],\n",
       "        [-93.01000915, -93.00995498, -93.00990081]],\n",
       "\n",
       "       [[-93.01000914, -93.00995498, -93.00990081],\n",
       "        [-93.01000914, -93.00995498, -93.00990081],\n",
       "        [-93.01000915, -93.00995498, -93.00990081]],\n",
       "\n",
       "       [[-93.01000914, -93.00995498, -93.00990081],\n",
       "        [-93.01000914, -93.00995498, -93.00990081],\n",
       "        [-93.01000915, -93.00995498, -93.00990081]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>latu</span></div><div class='xr-var-dims'>(time, y, xu)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>5.502 5.502 5.502 ... 5.502 5.502</div><input id='attrs-ababa169-368d-45c8-ad1d-330002623f56' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ababa169-368d-45c8-ad1d-330002623f56' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b67e0bfc-5dd8-4e4b-a516-2fc1e5786055' class='xr-var-data-in' type='checkbox'><label for='data-b67e0bfc-5dd8-4e4b-a516-2fc1e5786055' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>degrees_north</dd><dt><span>long_name :</span></dt><dd>latitude</dd><dt><span>standard_name :</span></dt><dd>latitude</dd></dl></div><div class='xr-var-data'><pre>array([[[5.50197766, 5.50197766, 5.50197766],\n",
       "        [5.50203193, 5.50203194, 5.50203194],\n",
       "        [5.50208621, 5.50208621, 5.50208622]],\n",
       "\n",
       "       [[5.50197766, 5.50197766, 5.50197766],\n",
       "        [5.50203193, 5.50203194, 5.50203194],\n",
       "        [5.50208621, 5.50208621, 5.50208622]],\n",
       "\n",
       "       [[5.50197766, 5.50197766, 5.50197766],\n",
       "        [5.50203193, 5.50203194, 5.50203194],\n",
       "        [5.50208621, 5.50208621, 5.50208622]],\n",
       "\n",
       "       ...,\n",
       "\n",
       "       [[5.50197766, 5.50197766, 5.50197766],\n",
       "        [5.50203193, 5.50203194, 5.50203194],\n",
       "        [5.50208621, 5.50208621, 5.50208622]],\n",
       "\n",
       "       [[5.50197766, 5.50197766, 5.50197766],\n",
       "        [5.50203193, 5.50203194, 5.50203194],\n",
       "        [5.50208621, 5.50208621, 5.50208622]],\n",
       "\n",
       "       [[5.50197766, 5.50197766, 5.50197766],\n",
       "        [5.50203193, 5.50203194, 5.50203194],\n",
       "        [5.50208621, 5.50208621, 5.50208622]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lonv</span></div><div class='xr-var-dims'>(time, yv, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-93.01 -93.01 ... -93.01 -93.01</div><input id='attrs-1897c57d-9cc4-43d6-8948-48fa1144e5f4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1897c57d-9cc4-43d6-8948-48fa1144e5f4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-33452f2e-b2a4-4529-8646-bad1441dc547' class='xr-var-data-in' type='checkbox'><label for='data-33452f2e-b2a4-4529-8646-bad1441dc547' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>degrees_east</dd><dt><span>long_name :</span></dt><dd>longitude</dd><dt><span>standard_name :</span></dt><dd>longitude</dd></dl></div><div class='xr-var-data'><pre>array([[[-93.00998206, -93.00992789, -93.00987372],\n",
       "        [-93.00998206, -93.00992789, -93.00987372],\n",
       "        [-93.00998206, -93.00992789, -93.00987372]],\n",
       "\n",
       "       [[-93.00998206, -93.00992789, -93.00987372],\n",
       "        [-93.00998206, -93.00992789, -93.00987372],\n",
       "        [-93.00998206, -93.00992789, -93.00987372]],\n",
       "\n",
       "       [[-93.00998206, -93.00992789, -93.00987372],\n",
       "        [-93.00998206, -93.00992789, -93.00987372],\n",
       "        [-93.00998206, -93.00992789, -93.00987372]],\n",
       "\n",
       "       ...,\n",
       "\n",
       "       [[-93.00998206, -93.00992789, -93.00987372],\n",
       "        [-93.00998206, -93.00992789, -93.00987372],\n",
       "        [-93.00998206, -93.00992789, -93.00987372]],\n",
       "\n",
       "       [[-93.00998206, -93.00992789, -93.00987372],\n",
       "        [-93.00998206, -93.00992789, -93.00987372],\n",
       "        [-93.00998206, -93.00992789, -93.00987372]],\n",
       "\n",
       "       [[-93.00998206, -93.00992789, -93.00987372],\n",
       "        [-93.00998206, -93.00992789, -93.00987372],\n",
       "        [-93.00998206, -93.00992789, -93.00987372]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>latv</span></div><div class='xr-var-dims'>(time, yv, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>5.502 5.502 5.502 ... 5.502 5.502</div><input id='attrs-9cb93a3d-05d7-455f-8748-d57d9c669026' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9cb93a3d-05d7-455f-8748-d57d9c669026' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8a628e0e-b3eb-4dc8-a1c6-47ed1be81405' class='xr-var-data-in' type='checkbox'><label for='data-8a628e0e-b3eb-4dc8-a1c6-47ed1be81405' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>degrees_north</dd><dt><span>long_name :</span></dt><dd>latitude</dd><dt><span>standard_name :</span></dt><dd>latitude</dd></dl></div><div class='xr-var-data'><pre>array([[[5.50195052, 5.50195052, 5.50195052],\n",
       "        [5.5020048 , 5.5020048 , 5.5020048 ],\n",
       "        [5.50205907, 5.50205908, 5.50205908]],\n",
       "\n",
       "       [[5.50195052, 5.50195052, 5.50195052],\n",
       "        [5.5020048 , 5.5020048 , 5.5020048 ],\n",
       "        [5.50205907, 5.50205908, 5.50205908]],\n",
       "\n",
       "       [[5.50195052, 5.50195052, 5.50195052],\n",
       "        [5.5020048 , 5.5020048 , 5.5020048 ],\n",
       "        [5.50205907, 5.50205908, 5.50205908]],\n",
       "\n",
       "       ...,\n",
       "\n",
       "       [[5.50195052, 5.50195052, 5.50195052],\n",
       "        [5.5020048 , 5.5020048 , 5.5020048 ],\n",
       "        [5.50205907, 5.50205908, 5.50205908]],\n",
       "\n",
       "       [[5.50195052, 5.50195052, 5.50195052],\n",
       "        [5.5020048 , 5.5020048 , 5.5020048 ],\n",
       "        [5.50205907, 5.50205908, 5.50205908]],\n",
       "\n",
       "       [[5.50195052, 5.50195052, 5.50195052],\n",
       "        [5.5020048 , 5.5020048 , 5.5020048 ],\n",
       "        [5.50205907, 5.50205908, 5.50205908]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>crs</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>-2147483647 ... -2147483647</div><input id='attrs-7062b36b-4bee-4b06-aed6-306269b72e75' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7062b36b-4bee-4b06-aed6-306269b72e75' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2f17f313-d3ad-45ce-ae49-d99f3883916f' class='xr-var-data-in' type='checkbox'><label for='data-2f17f313-d3ad-45ce-ae49-d99f3883916f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>epsg_code :</span></dt><dd>EPSG:25831</dd><dt><span>false_easting :</span></dt><dd>500000.0</dd><dt><span>false_northing :</span></dt><dd>0.0</dd><dt><span>grid_mapping_name :</span></dt><dd>transverse_mercator</dd><dt><span>inverse_flattening :</span></dt><dd>298.257223563</dd><dt><span>latitude_of_projection_origin :</span></dt><dd>0.0</dd><dt><span>long_name :</span></dt><dd>coordinate reference system</dd><dt><span>longitude_of_central_meridian :</span></dt><dd>-93.0</dd><dt><span>longitude_of_prime_meridian :</span></dt><dd>0.0</dd><dt><span>scale_factor_at_central_meridian :</span></dt><dd>0.9996</dd><dt><span>semi_major_axis :</span></dt><dd>6378137.0</dd><dt><span>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><pre>array([-2147483647, -2147483647, -2147483647, ..., -2147483647,\n",
       "       -2147483647, -2147483647], dtype=int32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>u</span></div><div class='xr-var-dims'>(time, zu_3d, y, xu)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-1.0559956 ... -0.07362391</div><input id='attrs-2ea03586-453c-4eea-b511-cb2fee2fdf78' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2ea03586-453c-4eea-b511-cb2fee2fdf78' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b7aca2a2-9ecd-42a8-b187-1cb761acb0e0' class='xr-var-data-in' type='checkbox'><label for='data-b7aca2a2-9ecd-42a8-b187-1cb761acb0e0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m/s</dd><dt><span>long_name :</span></dt><dd>u</dd></dl></div><div class='xr-var-data'><pre>array([[[[-1.0559956 , -1.0432243 , -1.0237031 ],\n",
       "         [-1.0520161 , -1.0595882 , -1.0658759 ],\n",
       "         [-1.027537  , -1.0563599 , -1.0921302 ]],\n",
       "\n",
       "        [[-1.4129223 , -1.4621505 , -1.4917651 ],\n",
       "         [-1.3733901 , -1.3896942 , -1.398793  ],\n",
       "         [-1.3477218 , -1.3366205 , -1.319341  ]],\n",
       "\n",
       "        [[-1.5473301 , -1.4657437 , -1.4360719 ],\n",
       "         [-1.5774684 , -1.5058438 , -1.504269  ],\n",
       "         [-1.623643  , -1.6056381 , -1.6351715 ]],\n",
       "\n",
       "        ...,\n",
       "\n",
       "        [[-1.6135213 , -1.6008629 , -1.5890539 ],\n",
       "         [-1.610059  , -1.5974699 , -1.5867571 ],\n",
       "         [-1.6063278 , -1.5941898 , -1.5849452 ]],\n",
       "\n",
       "        [[-1.6532267 , -1.6487676 , -1.6438731 ],\n",
       "         [-1.6471909 , -1.6443855 , -1.6413742 ],\n",
       "...\n",
       "         [-0.17029926, -0.11371413, -0.06065412],\n",
       "         [-0.18905035, -0.18989971, -0.08149937]],\n",
       "\n",
       "        [[-0.16994135, -0.13623741, -0.1219769 ],\n",
       "         [-0.12204263, -0.1541374 , -0.13710886],\n",
       "         [-0.07166859, -0.1821484 , -0.16273622]],\n",
       "\n",
       "        ...,\n",
       "\n",
       "        [[-0.10585438, -0.10039665, -0.09484893],\n",
       "         [-0.10229921, -0.10055175, -0.09853645],\n",
       "         [-0.09521651, -0.09542531, -0.09589577]],\n",
       "\n",
       "        [[-0.11080869, -0.09928779, -0.08085881],\n",
       "         [-0.1039582 , -0.09952526, -0.08868337],\n",
       "         [-0.0942428 , -0.09502228, -0.09041218]],\n",
       "\n",
       "        [[-0.11129636, -0.09355763, -0.07094403],\n",
       "         [-0.10243248, -0.08946672, -0.07213884],\n",
       "         [-0.09362912, -0.08569244, -0.07362391]]]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>v</span></div><div class='xr-var-dims'>(time, zu_3d, yv, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-0.8337311 ... -0.35641006</div><input id='attrs-e6b839dc-da29-491c-ae13-4364cb4bf5af' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e6b839dc-da29-491c-ae13-4364cb4bf5af' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b61a5213-c064-427c-99c3-9fed12e5ebfc' class='xr-var-data-in' type='checkbox'><label for='data-b61a5213-c064-427c-99c3-9fed12e5ebfc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m/s</dd><dt><span>long_name :</span></dt><dd>v</dd></dl></div><div class='xr-var-data'><pre>array([[[[-0.8337311 , -0.80854285, -0.81367385],\n",
       "         [-0.8480752 , -0.8529124 , -0.8566452 ],\n",
       "         [-0.8386723 , -0.8639429 , -0.8703656 ]],\n",
       "\n",
       "        [[-1.1708075 , -1.184759  , -1.2221476 ],\n",
       "         [-1.1849555 , -1.1915461 , -1.2076006 ],\n",
       "         [-1.1811557 , -1.1783334 , -1.1721596 ]],\n",
       "\n",
       "        [[-1.3192533 , -1.3272661 , -1.3721015 ],\n",
       "         [-1.3509003 , -1.3414415 , -1.3611947 ],\n",
       "         [-1.4078662 , -1.378421  , -1.3666519 ]],\n",
       "\n",
       "        ...,\n",
       "\n",
       "        [[-1.622912  , -1.6197118 , -1.6158911 ],\n",
       "         [-1.6167243 , -1.6136115 , -1.6102905 ],\n",
       "         [-1.6108643 , -1.6079063 , -1.605275  ]],\n",
       "\n",
       "        [[-1.6109143 , -1.6036042 , -1.5942017 ],\n",
       "         [-1.6091614 , -1.6012516 , -1.5912786 ],\n",
       "...\n",
       "         [-0.35894737, -0.4157138 , -0.39492363],\n",
       "         [-0.30207732, -0.309876  , -0.34420806]],\n",
       "\n",
       "        [[-0.40431005, -0.43704125, -0.40853816],\n",
       "         [-0.35512227, -0.34235206, -0.38596156],\n",
       "         [-0.3796744 , -0.2818562 , -0.34297872]],\n",
       "\n",
       "        ...,\n",
       "\n",
       "        [[-0.4111772 , -0.4070443 , -0.36780265],\n",
       "         [-0.4017897 , -0.3921327 , -0.3503353 ],\n",
       "         [-0.39263278, -0.38109797, -0.3389645 ]],\n",
       "\n",
       "        [[-0.38394386, -0.3889107 , -0.38473406],\n",
       "         [-0.38258362, -0.3770329 , -0.3628646 ],\n",
       "         [-0.38191912, -0.36867607, -0.34423664]],\n",
       "\n",
       "        [[-0.35018507, -0.34964263, -0.37556633],\n",
       "         [-0.3596623 , -0.3534506 , -0.36760563],\n",
       "         [-0.3638599 , -0.35288832, -0.35641006]]]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>w</span></div><div class='xr-var-dims'>(time, zw_3d, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.07919971 ... -0.31850612</div><input id='attrs-4c38ca40-18c0-45f8-9bf5-43858e1481d8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4c38ca40-18c0-45f8-9bf5-43858e1481d8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d79fb553-a754-4577-afbe-4fbe055269bc' class='xr-var-data-in' type='checkbox'><label for='data-d79fb553-a754-4577-afbe-4fbe055269bc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m/s</dd><dt><span>long_name :</span></dt><dd>w</dd></dl></div><div class='xr-var-data'><pre>array([[[[ 7.91997090e-02,  6.81789741e-02,  4.02955413e-02],\n",
       "         [ 9.29782093e-02,  7.28703663e-02,  4.15173359e-02],\n",
       "         [ 9.69079882e-02,  8.16437677e-02,  5.86461835e-02]],\n",
       "\n",
       "        [[ 1.21440530e-01,  9.24468115e-02,  1.53855346e-02],\n",
       "         [ 1.01314425e-01,  7.01175928e-02,  5.96866664e-03],\n",
       "         [ 8.56662169e-02,  5.85510172e-02,  2.31825076e-02]],\n",
       "\n",
       "        [[ 8.81475806e-02,  8.21071863e-02,  7.93254152e-02],\n",
       "         [ 9.15333033e-02,  9.37206522e-02,  9.10821781e-02],\n",
       "         [ 1.04024775e-01,  1.08205952e-01,  9.72991586e-02]],\n",
       "\n",
       "        ...,\n",
       "\n",
       "        [[-8.61049257e-03,  5.49771497e-03,  1.81808602e-02],\n",
       "         [ 5.25563676e-03,  1.98941547e-02,  3.31384428e-02],\n",
       "         [ 1.83149092e-02,  3.34587768e-02,  4.72262166e-02]],\n",
       "\n",
       "        [[-1.27567928e-02,  6.66330685e-04,  1.22048091e-02],\n",
       "         [ 2.13311147e-03,  1.66678671e-02,  2.87969634e-02],\n",
       "...\n",
       "         [-1.40653938e-01, -1.07754298e-01,  1.32433604e-02]],\n",
       "\n",
       "        [[-1.88361391e-01, -8.13437849e-02, -8.11920017e-02],\n",
       "         [-1.63017184e-01, -1.42177969e-01, -6.07614927e-02],\n",
       "         [-7.06633404e-02, -1.20721914e-01, -4.35995907e-02]],\n",
       "\n",
       "        ...,\n",
       "\n",
       "        [[-3.27670157e-01, -3.06315213e-01, -2.87098527e-01],\n",
       "         [-3.33438098e-01, -3.13565761e-01, -2.84704655e-01],\n",
       "         [-3.38246047e-01, -3.25912088e-01, -2.94667900e-01]],\n",
       "\n",
       "        [[-3.36258054e-01, -3.26519728e-01, -3.06431353e-01],\n",
       "         [-3.36836398e-01, -3.26365173e-01, -3.01545203e-01],\n",
       "         [-3.39374691e-01, -3.31583530e-01, -3.06117743e-01]],\n",
       "\n",
       "        [[-3.41765732e-01, -3.39051038e-01, -3.23662102e-01],\n",
       "         [-3.42675924e-01, -3.38291943e-01, -3.19194555e-01],\n",
       "         [-3.42155606e-01, -3.37870657e-01, -3.18506122e-01]]]],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>theta</span></div><div class='xr-var-dims'>(time, zu_3d, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>283.39307 283.4112 ... 296.09335</div><input id='attrs-696d0dc5-df56-49f5-a751-7ddd2ea306fa' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-696d0dc5-df56-49f5-a751-7ddd2ea306fa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9ed9276c-1e56-4226-818e-ad8c6965b542' class='xr-var-data-in' type='checkbox'><label for='data-9ed9276c-1e56-4226-818e-ad8c6965b542' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>K</dd><dt><span>long_name :</span></dt><dd>theta</dd></dl></div><div class='xr-var-data'><pre>array([[[[283.39307, 283.4112 , 283.4636 ],\n",
       "         [283.41785, 283.4519 , 283.49533],\n",
       "         [283.42307, 283.52194, 283.59213]],\n",
       "\n",
       "        [[284.38727, 284.3712 , 284.33066],\n",
       "         [284.34897, 284.35986, 284.3416 ],\n",
       "         [284.31082, 284.32812, 284.3063 ]],\n",
       "\n",
       "        [[284.706  , 284.55652, 284.53024],\n",
       "         [284.60403, 284.5412 , 284.64514],\n",
       "         [284.62515, 284.71243, 284.88147]],\n",
       "\n",
       "        ...,\n",
       "\n",
       "        [[290.12967, 290.1289 , 290.1314 ],\n",
       "         [290.13223, 290.13284, 290.13684],\n",
       "         [290.1352 , 290.1374 , 290.1431 ]],\n",
       "\n",
       "        [[290.1619 , 290.16324, 290.1666 ],\n",
       "         [290.1648 , 290.16733, 290.17163],\n",
       "...\n",
       "         [295.96677, 296.08997, 296.06995],\n",
       "         [295.93607, 296.08542, 296.1625 ]],\n",
       "\n",
       "        [[296.0981 , 296.09476, 296.10568],\n",
       "         [296.1507 , 296.0836 , 296.10233],\n",
       "         [296.18814, 296.0859 , 296.09988]],\n",
       "\n",
       "        ...,\n",
       "\n",
       "        [[296.09256, 296.0925 , 296.09195],\n",
       "         [296.09247, 296.0926 , 296.092  ],\n",
       "         [296.0924 , 296.09274, 296.0922 ]],\n",
       "\n",
       "        [[296.0937 , 296.09332, 296.09268],\n",
       "         [296.0934 , 296.0933 , 296.09256],\n",
       "         [296.0931 , 296.09323, 296.09262]],\n",
       "\n",
       "        [[296.09433, 296.09424, 296.09372],\n",
       "         [296.09406, 296.09402, 296.0935 ],\n",
       "         [296.09375, 296.09378, 296.09335]]]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>q</span></div><div class='xr-var-dims'>(time, zu_3d, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.008521782 ... 0.00599272</div><input id='attrs-d4e03cc7-0619-408c-9e9c-db1def074ec4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d4e03cc7-0619-408c-9e9c-db1def074ec4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-091cfa93-379c-4542-b992-81567ec60bda' class='xr-var-data-in' type='checkbox'><label for='data-091cfa93-379c-4542-b992-81567ec60bda' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>kg/kg</dd><dt><span>long_name :</span></dt><dd>q</dd></dl></div><div class='xr-var-data'><pre>array([[[[0.00852178, 0.00852506, 0.0085283 ],\n",
       "         [0.00850227, 0.00851495, 0.00852814],\n",
       "         [0.00850086, 0.00852682, 0.00854576]],\n",
       "\n",
       "        [[0.00872419, 0.00873672, 0.00874647],\n",
       "         [0.00870395, 0.00871327, 0.00872532],\n",
       "         [0.00869762, 0.00869842, 0.00869899]],\n",
       "\n",
       "        [[0.00877735, 0.00876407, 0.00876279],\n",
       "         [0.00875483, 0.00875187, 0.00877492],\n",
       "         [0.00875996, 0.00877827, 0.00881441]],\n",
       "\n",
       "        ...,\n",
       "\n",
       "        [[0.00783238, 0.00783147, 0.00783157],\n",
       "         [0.00783288, 0.00783232, 0.00783277],\n",
       "         [0.00783344, 0.00783327, 0.0078341 ]],\n",
       "\n",
       "        [[0.00783876, 0.00783902, 0.00784008],\n",
       "         [0.00783887, 0.00783925, 0.00784043],\n",
       "...\n",
       "         [0.00608729, 0.00602121, 0.00602804],\n",
       "         [0.00610595, 0.00602488, 0.00598286]],\n",
       "\n",
       "        [[0.00601369, 0.00601615, 0.00600626],\n",
       "         [0.00598813, 0.00602202, 0.00600924],\n",
       "         [0.00597741, 0.00602347, 0.00601578]],\n",
       "\n",
       "        ...,\n",
       "\n",
       "        [[0.0059922 , 0.005992  , 0.00599204],\n",
       "         [0.00599215, 0.00599197, 0.005992  ],\n",
       "         [0.00599214, 0.00599196, 0.00599201]],\n",
       "\n",
       "        [[0.0059927 , 0.00599257, 0.00599232],\n",
       "         [0.00599255, 0.0059924 , 0.00599221],\n",
       "         [0.00599244, 0.0059923 , 0.00599217]],\n",
       "\n",
       "        [[0.00599378, 0.00599373, 0.00599315],\n",
       "         [0.00599342, 0.0059934 , 0.0059929 ],\n",
       "         [0.0059931 , 0.0059931 , 0.00599272]]]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>s</span></div><div class='xr-var-dims'>(time, zu_3d, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>438.24213 438.22574 ... 408.302</div><input id='attrs-9efefb81-17a4-447d-b2ee-b6d16ef4dde2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9efefb81-17a4-447d-b2ee-b6d16ef4dde2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4a1b8bf0-46df-462b-93b6-7256996ca6d4' class='xr-var-data-in' type='checkbox'><label for='data-4a1b8bf0-46df-462b-93b6-7256996ca6d4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>conc</dd><dt><span>long_name :</span></dt><dd>s</dd></dl></div><div class='xr-var-data'><pre>array([[[[438.24213, 438.22574, 438.19458],\n",
       "         [438.26575, 438.22977, 438.1946 ],\n",
       "         [438.2615 , 438.1811 , 438.12912]],\n",
       "\n",
       "        [[437.4958 , 437.50842, 437.55463],\n",
       "         [437.53152, 437.51154, 437.52686],\n",
       "         [437.5849 , 437.55566, 437.55774]],\n",
       "\n",
       "        [[437.21033, 437.3623 , 437.3969 ],\n",
       "         [437.2995 , 437.37448, 437.29248],\n",
       "         [437.26755, 437.19412, 437.05582]],\n",
       "\n",
       "        ...,\n",
       "\n",
       "        [[410.65512, 410.66064, 410.65372],\n",
       "         [410.64517, 410.6454 , 410.63287],\n",
       "         [410.63354, 410.62766, 410.60873]],\n",
       "\n",
       "        [[410.53455, 410.53088, 410.5193 ],\n",
       "         [410.5232 , 410.51517, 410.50024],\n",
       "...\n",
       "         [408.43958, 408.4231 , 408.417  ],\n",
       "         [408.44693, 408.41345, 408.39465]],\n",
       "\n",
       "        [[408.38797, 408.4001 , 408.39127],\n",
       "         [408.39114, 408.38538, 408.39056],\n",
       "         [408.41116, 408.3831 , 408.40158]],\n",
       "\n",
       "        ...,\n",
       "\n",
       "        [[408.29123, 408.29645, 408.31656],\n",
       "         [408.2868 , 408.28958, 408.3085 ],\n",
       "         [408.28284, 408.28366, 408.29935]],\n",
       "\n",
       "        [[408.30032, 408.3031 , 408.311  ],\n",
       "         [408.2951 , 408.298  , 408.3078 ],\n",
       "         [408.28983, 408.29218, 408.303  ]],\n",
       "\n",
       "        [[408.30722, 408.30826, 408.30853],\n",
       "         [408.30222, 408.30396, 408.30573],\n",
       "         [408.29697, 408.2988 , 408.302  ]]]], dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-b75c89bc-bd8a-41ef-a697-387bbf175ffb' class='xr-section-summary-in' type='checkbox'  ><label for='section-b75c89bc-bd8a-41ef-a697-387bbf175ffb' class='xr-section-summary' >Attributes: <span>(27)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>title :</span></dt><dd>PALM 21.10-rc.2  run: ches_IOP2.06  nest-id: 03  host: batch  2022-06-22 12:28:01</dd><dt><span>Conventions :</span></dt><dd>CF-1.7</dd><dt><span>creation_time :</span></dt><dd>2022-06-22 12:28:01 -06</dd><dt><span>data_content :</span></dt><dd>podsmasked</dd><dt><span>version :</span></dt><dd>7</dd><dt><span>origin_time :</span></dt><dd>2019-08-22 05:00:00 +00</dd><dt><span>origin_lat :</span></dt><dd>45.710569</dd><dt><span>origin_lon :</span></dt><dd>-90.5842512</dd><dt><span>origin_x :</span></dt><dd>492825.33</dd><dt><span>origin_y :</span></dt><dd>601975.59</dd><dt><span>origin_z :</span></dt><dd>470.0</dd><dt><span>rotation_angle :</span></dt><dd>0.0</dd><dt><span>dependencies :</span></dt><dd></dd><dt><span>history :</span></dt><dd></dd><dt><span>author :</span></dt><dd>Luise Wanner, luise.wanner at kit.edu, Sreenath Paleri, paleri at wisc.edu</dd><dt><span>contact_person :</span></dt><dd></dd><dt><span>institution :</span></dt><dd>IMK-IFU,Karlsruhe Institute of Technology, AOSS UW Madison</dd><dt><span>acronym :</span></dt><dd></dd><dt><span>campaign :</span></dt><dd></dd><dt><span>location :</span></dt><dd></dd><dt><span>site :</span></dt><dd></dd><dt><span>source :</span></dt><dd>PALM 21.10-rc.2</dd><dt><span>references :</span></dt><dd></dd><dt><span>keywords :</span></dt><dd>example, PALM-4U</dd><dt><span>licence :</span></dt><dd></dd><dt><span>comment :</span></dt><dd>Generic crossing example</dd><dt><span>VAR_LIST :</span></dt><dd>;u;v;w;theta;q;s;</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:  (time: 234001, x: 3, xu: 3, y: 3, yv: 3, zu_3d: 9, zw_3d: 9)\n",
       "Coordinates:\n",
       "  * x        (x) float64 6.069e+03 6.075e+03 6.081e+03\n",
       "  * y        (y) float64 6.177e+03 6.183e+03 6.189e+03\n",
       "  * xu       (xu) float64 6.066e+03 6.072e+03 6.078e+03\n",
       "  * yv       (yv) float64 6.174e+03 6.18e+03 6.186e+03\n",
       "  * time     (time) datetime64[ns] 2019-08-23T05:00:00.000000175 ... 2019-08-...\n",
       "  * zu_3d    (zu_3d) float64 26.0 30.0 34.0 94.0 98.0 102.0 194.0 198.0 202.0\n",
       "  * zw_3d    (zw_3d) float64 28.0 32.0 36.0 96.0 100.0 104.0 196.0 200.0 204.0\n",
       "Data variables:\n",
       "    E_UTM    (time, x) float64 4.989e+05 4.989e+05 ... 4.989e+05 4.989e+05\n",
       "    N_UTM    (time, y) float64 6.082e+05 6.082e+05 ... 6.082e+05 6.082e+05\n",
       "    Eu_UTM   (time, xu) float64 4.989e+05 4.989e+05 ... 4.989e+05 4.989e+05\n",
       "    Nu_UTM   (time, y) float64 6.082e+05 6.082e+05 ... 6.082e+05 6.082e+05\n",
       "    Ev_UTM   (time, x) float64 4.989e+05 4.989e+05 ... 4.989e+05 4.989e+05\n",
       "    Nv_UTM   (time, yv) float64 6.081e+05 6.082e+05 ... 6.082e+05 6.082e+05\n",
       "    lon      (time, y, x) float64 -93.01 -93.01 -93.01 ... -93.01 -93.01 -93.01\n",
       "    lat      (time, y, x) float64 5.502 5.502 5.502 5.502 ... 5.502 5.502 5.502\n",
       "    lonu     (time, y, xu) float64 -93.01 -93.01 -93.01 ... -93.01 -93.01 -93.01\n",
       "    latu     (time, y, xu) float64 5.502 5.502 5.502 5.502 ... 5.502 5.502 5.502\n",
       "    lonv     (time, yv, x) float64 -93.01 -93.01 -93.01 ... -93.01 -93.01 -93.01\n",
       "    latv     (time, yv, x) float64 5.502 5.502 5.502 5.502 ... 5.502 5.502 5.502\n",
       "    crs      (time) int32 -2147483647 -2147483647 ... -2147483647 -2147483647\n",
       "    u        (time, zu_3d, y, xu) float32 -1.0559956 -1.0432243 ... -0.07362391\n",
       "    v        (time, zu_3d, yv, x) float32 -0.8337311 -0.80854285 ... -0.35641006\n",
       "    w        (time, zw_3d, y, x) float32 0.07919971 0.068178974 ... -0.31850612\n",
       "    theta    (time, zu_3d, y, x) float32 283.39307 283.4112 ... 296.09335\n",
       "    q        (time, zu_3d, y, x) float32 0.008521782 0.008525057 ... 0.00599272\n",
       "    s        (time, zu_3d, y, x) float32 438.24213 438.22574 ... 408.302\n",
       "Attributes:\n",
       "    title:           PALM 21.10-rc.2  run: ches_IOP2.06  nest-id: 03  host: b...\n",
       "    Conventions:     CF-1.7\n",
       "    creation_time:   2022-06-22 12:28:01 -06\n",
       "    data_content:    podsmasked\n",
       "    version:         7\n",
       "    origin_time:     2019-08-22 05:00:00 +00\n",
       "    origin_lat:      45.710569\n",
       "    origin_lon:      -90.5842512\n",
       "    origin_x:        492825.33\n",
       "    origin_y:        601975.59\n",
       "    origin_z:        470.0\n",
       "    rotation_angle:  0.0\n",
       "    dependencies:    \n",
       "    history:         \n",
       "    author:          Luise Wanner, luise.wanner at kit.edu, Sreenath Paleri, ...\n",
       "    contact_person:  \n",
       "    institution:     IMK-IFU,Karlsruhe Institute of Technology, AOSS UW Madison\n",
       "    acronym:         \n",
       "    campaign:        \n",
       "    location:        \n",
       "    site:            \n",
       "    source:          PALM 21.10-rc.2\n",
       "    references:      \n",
       "    keywords:        example, PALM-4U\n",
       "    licence:         \n",
       "    comment:         Generic crossing example\n",
       "    VAR_LIST:        ;u;v;w;theta;q;s;"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "simulated_WLEF_ds"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "f2b77a3a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x7faa637d9c40>]"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1008x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1008x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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EVNEkZZLr30E58dDbbgshutWr9S8BuB1KF7WiEkI8oQYfV0Epx/RAOXE/0zixtbpupyRJRwH4BZRMSROUzMunhBD3OuziXCgn+39MMwXB3VACvlOgZA96oJzsXWw8scvAeQCuhDK59WehBJM/Vo/ZSuuamM3YteegdK6chezKHgtCCPEXSZI6AHwXwE+hzDG1BMCnbZpKTFfXMTpX/Qco8/ltVre7WZKkQ6E8dx+CclI+BCV4uczSBGcblPb3R0M5kW6G8v/3jrq/jLKOQoiwpEwq/jMoQd5IKFm7bwD4g81DmqGM6dppc5/RWPXncbCf3uJiJLqkfhZKs5gL1NsvAzgBSufFaZn8HQaDUALEY6G8rkdACfhWQ8nI/sX4nlD//pMB/ApKMPcxKGWMJwP4dQ77z5e7oQTEn4XS5VGG8jr5M5R5Dk1da4UQHxg+J74P5eLB2wA+IoSwzkNoK4fXAhGVCDNqRESUd5IkvQ1lwt9M56bTHrcagEcIMbcwR0bpqJMi74Ey7vGiUh8PEVGtYkaNiIjySpKkMVDKqg7L8nEnApiP5HFEVFyLoYxhuqLUB0JEVMuYUSMiopJSA7SZAH4ApeRzphCir7RHRaWgNrlJN6F0WAjRlWYdIqKKx4waERGV2o+hjMFaA+AiBmk17bdQxmyl8iKUMZdERFWNGTUiIiIqC5IkzUf6dv37hBDLinE8RESlxECtAJYtWxYAcAiUblmpOrEREREREVFt8kCZouPNxYsXh6x3svSxMA6B0naYiIiIiIgolWOgTONiwkCtMHYCwJw5c+D3+3PeyKpVq7BgwYK8HVQ14nOUHp+j9PgcpcfnKDU+P+nxOUqPz1F6fI7S43OUXrk8R+FwGO+//z7gMGclA7XCiAGA3+9HIBAY1oaG+/hawOcoPT5H6fE5So/PUWp8ftLjc5Qen6P0+Bylx+covTJ7jmyHSrmLfRRERERERESUGgM1IiIiIiKiMsNAjYiIiIiIqMwwUCMiIiIiIiozDNSIiIiIiIjKDAM1IiIiIiKiMsNAjYiIiIiIqMwwUCMiIiIiIiozDNSIiIiIiIjKDAM1IiIiIiKiMsNAjYiIiIiIqMwwUCMiIiIiIiozDNSIiIiIiIjKDAM1IiIiIiKiMsNAjYiIiIiIqMwwUCMiIiIiIiozDNSIiIiIiIjKDAM1IiIiIiKiMsNAjYiIiIiIqMwwUCMiIiIiIiozDNSIiIiIiIjKDAM1IiIiIiKiMsNAjYiIiIiIqMwwUCMiIiIiIiozDNSIiIiIiIjKDAM1ogwNBiOIx+VSHwYRERER1QAGakQZCIai+OQVj+P2R1eX+lCIiIiIqAYwUCPKwEAwAgB46Z1tJT4SIiIiIqoFDNSIMhCPKz9dLldpD4SIiIiIagIDNaIMxGVlbJrbzUCNiIiIiAqPgRpRBmQtUGNGjYiIiIiKgIEaUQa0bo8M1IiIiIioGBioEWUgGlMGqbn5jiEiIiKiIuBpJ1EGYnGOUSMiIiKi4mGgRpQBPaPG0kciIiIiKgIGakQZiMWUjBrb8xMRERFRMTBQI8pAYowaAzUiIiIiKjwGakQZ0DJqHgZqRERERFQEDNSIMhCNM6NGRERERMXDQI0oA9Eom4kQERERUfEwUCPKQLQA7fn37hvCP59cC1mW87ZNIiIiIqoODNSIMhArQHv+6+96E/c8I7B5V1/etklERERE1YGBGlEGonp7/vxtMxiKAgAzakRERESUhIEaUQZibM9PREREREXEQI0oA9oYtd6BcN63zUm0iYiIiMiKgRpRBrSM2obtPegfiuRlmyx4JCIiIiInDNSIMqCNUQOAoWA0L9vUhqZxjBoRERERWTFQI8qAllEDAHfe3jVKgBaLM1AjIiIiIjMGakQZiMYNgVqWY8reXrsHV/1lCeKWgExLpFmXExERERF5S30ARJUgZih9jGdZqviz219HJBpHJBZHwO1Juj9qyNYREREREQHMqBFlxBhMZTukTHusUx6OpY9EREREZMVAjSgDpoxaloGVXuIoO5Q+xhioEREREZEZAzWiDBjHqGVb+qhLehibiRARERGRPQZqRBmIRocfqDll1GJxjlEjIiIiIjMGakQZMGa98j3tGTNqRERERGTFQI0oA8ZmIrm207c+TPs1xjFqRERERGTBQI0oA8NpJqJzSMWx9JGIiIiIrDiPGlEKkWgMf/rvSqzbuk9flvsYNfPvWskjSx+JiIiIyIqBGlEKb723B0+/vtm0LNeMmmwI8PoHw9jTNQiApY9ERERElIylj0Qp+H3Jb5Gcu/MbHvfPp9bqt1n6SERERERWDNSIUqjzJyedcy19NGbU3G6Xfvvm+5eb7iMiIiIiYqBGlILHEFBpcg7UDLcbAj7LNnPaJBERERFVKQZqRCkYG30smj0aQH7GqDXWmzN1cZY/EhEREZEBAzWiFIxBmdujZNf+/MDKnLZlTMT5fR7TfWwoQkRERERGDNSIUjA2+nC7lEBtw/aenLZlLJk0TqBtvY+IiIiIiO35iVIwlj66koerZUcGegfCAIBo1ByYcS41IiIiIjJioEaUgilQw/Aitbgs44IfPwEAuPC0eeb9sPSRiIiIiAxY+kiUgjGAMmbUhttOPxqzZtTYTISIiIiIEhioEaUQd5j7LJfOj8ZtLVm5w3QfSx+JiIiIyIiBGlEKcYeSxFziqoGhiH57445eAMBnT1VKIO0CvzUbOxGJMtNGREREVIsYqBGlYNf1EcitS+O/n1uXtGxMW72yPUugtmVXL7538yv42yOrst4PEREREVU+BmpEKZhKEo1j1HJIqdX5k3v3eNzu5P0A6BtUsm8fbO3Oej9EREREVPkYqBGlYAygJo9p1m/nklFrafQnLdMm0bYGalr2jvOrEREREdUmBmpEKWglidd+9UgsnjcmsTyH+MluHJoWkMUsE2BHYjHHxxARERFR9WOgRpSClumaMrbF1Ko/l/b8UUswdvZxM+FRM2rfuvFF0xi2YFgL1LLeDRERERFVAQZqRClozUQ8Hpcp0Hpq6eYctmUO7k49Yho8hpb/dz62Rr8d0gI1lj4SERER1SQGakQprNnQBQDwuF0YP7JRX24MqjIVs7T693rcpkDNKBSOAjB3miQiIiKi2sFAjSiFV1coE1O7XS6MaW/AF89akPO2opY6Ro/HpXd9tNIyaj6v/f09/SGs3dSV87EQERERUXljoEaUAa8aMAVsWuxnyi6j5rZk1LSmItoYNZ/P/i367ZtexP/9/uWcj4WIiIiIyhsDNaIUpo5rxriRDfB6lLeKQ6ViRmKWjJpd6eOurkEAiUBN26/V3n1DuR8IEREREZU9BmpEKXg8bkwZ26L/bs2AWf32nnfwmlouCZjb61szah6PK2l70agSzIUiSqCWS3dJIiIiIqp8DNSIUojHZWTazyMai+PZN7fg53e+mXi8IdCydn302WTUwlElQAuqzURicRnX3LYUX//Vc7kcPhERERFVqNwH3BDVAFmWTVkvpwTXnq5BXHLtM0nLjRk16zxqbrcLHktpYziiZtTCiQmv31yzO+XxudgZkoiIiKjqMKNGlEJctrbIT47UegfCtkEakLr00eVyJWXUegfCAMyBWiqsjCQiIiKqTgzUiFKwlj7axU39Q2Hnx5tKH+NJ91vHqF13xxsAEqWPuzoHUx4fx7ARERERVaeSlj5KktQE4DoA5wEYAWA1gGuEEA9n8NiZAG4AcAKUgPNlAJcLIdZY1rsWwEEAFgMYDeBqIcRPhrNNqh2ZlD6mynoZ7zJm1PabMRIAHCe8jqhNRbr7QymPLy7L8KS4/+6nBQa6B7B4ccrNEBEREVGZKXVG7QEAFwC4EsDpANYAeECSpNNSPUiSpDFQgqhpAC4CcD6AdgAvSpI0ybL6/wPQAuDBPG6TaoRsKX20y2ClSmqZSh8NGTVtm3ZdJGOxeFLjEcftp1ntX0+txUOv78toW0RERERUPkoWqKnB2EkAviCEuE0I8RyUAGkJlKxWKpcDaANwmhDiQSHEo1ACvQCAKyzrtgghjgLw3Txuk2pETDaXPhrjovOvfBzBUDR1Rs3UTCRxW9umXUZtKBzTJ75OR84woCMiIiKiylLKjNo5AHoAPKQtEELIAO4EMFeSpPlpHvuMEEKfsEoI0QngEQDnGlcUQmR2xpvFNql2WEsfjemz/qEI9nYPmcahWWkljIA5o5YI1JLfguFIzDaj9vfH1+CV5dtNy1Ltm4iIiIgqVykDtQUA1tgEUisM9yeRJKkewEwAq2zuXgFgjFrGmLFCbJOqQzwum0ofrfGTz+tOmVGLxGL6bVNGDcmlj9q4NadA7f7/rcP1f3/LfHyM04iIiIiqUikDtZEAumyWdxnut9MGwJXjY50UYptUBZLmKbNksGJxOeUYtUgkcR1iZ8eAfnvW5BEAzKWPHz16OgClNX/GpY8pdv7Eaxsz2gYRERERlZ9ST3idKh+QLlcwnMcWZZurVtkl6LKzbNmyYW+j2hXyOQqFI+js7ND3sXlLv+n+FStXYdPu5M6M2vo7upJb93/xw2Mwrm0Qy5YtQ9hQGrllsxJYLV+5GgODQ47HZPx7P/2jJ/Cts8ZhRGPyW/mW/2yzfQzZ43OUHp+j1Pj8pMfnKD0+R+nxOUqPz1F6lfAclTJQ64R9lqpd/WmX3QKAfVCCplwe66QQ28SCBQsQCASyfZhu2bJlWMy+6ikV+jnyPLQHY8aMxuLFBwAAtg+uB5Z16/fPnTsPtzz2QtLjtGNq2NgFYI/pvjNPOUK/HYnGgPuUYZH7zZWAF1/DjJmz4XvrXQBR22NavHgx8K9EECbXjcPixVOTVzSsw9dRanyvpcfnKDU+P+nxOUqPz1F6fI7S43OUXrk8R6FQKGVip5Slj6sBzJMkyXoMC9WftkcthBgCsAH2Y9gWAtgrhNhjc5+jQmyTqoMsy/C4nOdRi6YpUTSOUbPjNjQT8fuUGdHCkbjt5NiaZ17fbNkHB6oRERERVZtSBmoPQJnk+gzL8gsBiDSTTD8A4GRJksZpCyRJale39d9hHE++t0kVLi4DrhQTXqeb78zY9dGOsaFkwK8EaqFINOV2f3ffu6bfo2n2QURERESVp5Slj48DeB7AbZIkjQSwEco8akcDOEtbSZKkFwAcJ4QwTjj1awCfBfC4JElXQ6kRu1L9eZ1xJ5IkHQdgNIAGddF8SZI+rh2DEGIw221S7YjHLfOoWZuJpMlmpQvUjI1KfF7lukk4Ek+7XaNg2L5EkoiIiIgqV8kyauqcaWcDuAdKIPQEgP0BnCuEeCTNY3cDOAbAVgB3AbgXQDeAY4UQWyyrXw3gfijzswHAeerv9wPQW+5nuU2qEbJsbs//4cOnmjo1pi19zCLb5fUob8dYPHXpo1XUJqjrH0xuYkJERERElaOkXR+FEL0ALlX/Oa1zvMPydTBk3rJ9/HC2SbUjLsMUqDXU+XDFxYfimtteBwAEQ/bZrBvvfhvfPv+gnAK1aExOW1JpOkabdS+59pmMH09ERERE5aeUY9SIyp619BEAPIYGIP96Wtg+7rm3tgJQuzpmyOtRdvT7+97FYDDzcka7udSyeTwRERERlR8GakQpyLIMt9scqRlLH7t6gykfPxTKPFDzeHJ7O8ZTzbhNRERERBWJgRpRCtYxagDg9iR+dyp91AwFIwCAa796ZNp9eT2utOvYsSt9JCIiIqLKxkCNyIEsy0p7fpdzRi0YTp0xGwxF4fd5sN90u7nUzbyWjJr1dyeM04iIiIiqT0mbiRCVsyeWbAIA7OszlzdmGkABwFAoioY6b1L5pNEPP3coxo1sSCp91DpKjmgOoLsv5Ph4uzFqRERERFTZmFEjcvDSO9sBADv2DpiWpwq6rIZCUdQHvHpWrqnel7TOEQvHY/qEVlOmDgCOP2gSAMDv86TcB0sfiYiIiKoPM2pEDrTAyTpXmjWgSmUwqGTUAOCqLxyOqeNaMn7sxDFNAIBAukCNGTUiIiKiqsNAjciB16vNa5Z7oNY3GEZzvR8AcPC8sVntX2tiEvAPP6MWi8tZHTcRERERlRZLH4kceN0OgVqGY9RisTg6e4JobvTntH+th4ldRu3s42bqtzOpfHxj9a6cjoGIiIiISoOBGpEDr3d4pY9nf/cRdHQPobkheVxaJo46YAK8HjfOOGZG0n0+b+Ktm6qZyLnHzwIArNnYmdMxEBEREVFpMFAjMvj2TS/iC9c+AyDR3TEaNQdCHnd2b5vmhtwyauNHNuKBX56B2ZNGJN3nM2T1UpU++n0ejGn1Qmzeh6eWbmKHSCIiIqIKwTFqRAYfbO3Wb2uBWiSp9DG7sV71gdzeZlqnSLv9eQ0ZtVTNRFwuYESjF+9t6sJ7m7owYXQTFs4cldPxEBEREVHxMKNGpFq7qcv0+6gR9QCAYxdNNC3PtinHmPaGYR2X3bxtxmOwZtSMWTMXgOaGxBi3zTt7h3UsRERERFQcDNSIVP/3+5dNv2tznn3y5Dmm5dkEaqceOQ1HHzBhWMdlF6gNhqL67VhcNgVrkWgiA+j2uFDvTzx+IBgZ1rEQERERUXEwUCNyoGWmtDb5mky7PgLACQdN1ksYc2Usc9T0DyYCrpfe2Y5v3PC8/vuQIYjzut2o8yf2zyFqRERERJWBgRqRAy1J5bJk0LLJqGU7ns2O12Z/xyyaiAmjGvVj2bKrT7/PGKh5PG7U+TJrPEJERERE5YOBGpGDREbNvNydRaCWzbpGN/y/Y1NuY2x7A/78g5MwYXRT0n2mjJrHhTpD6aOxLJKIiIiIyhcDNSIHiW6K5kDJ63Hj2+cfmNE2sm088vWPH4D509sxZ0qbvsyudNKvToJt3H44EgOQnFHzGbJ64Wgsq+MhIiIiotJgoEbkRI3T7GKtEw+ektEmsg3UPnLENFx/6TFp1/Or5YybDF0c735aALCOUXPBOO1bOMKMGhEREVElYKBG5EAfozaMZiDZNB7Jht/rSVrWOxAGkJxRMzZD0bJuRERERFTeGKgROdDGqA2naWO2GbVMpRr7NhQ0j1EzZ9QYqBERERFVAgZqRA7isgyXa3gZtVybieRCO0xjRq2p3m/KqLGZCBEREVFlYKBG5ECWhxekAYXLqKWiBWpf+9j+OFAabRpjx0CNiIiIqDIwUCNyIMuybSORVI7cf7zpd4+7+G+xoVAUXo8bpx45HS6Xy5TV4zxqRERERJXBW+oDICpXSlCTXaRmbfKRjwmvjX556THY1xdMuU4oEkPAMMm1MdhMTDlAREREROWMgRoRgI7uoaRlj766EdFYdqWCPq85g5bv0sd509vTrhONyfAZAkZjRi3GjBoRERFRRWCgRgTgf29tSVoWCmffIVGbiFqTr2YiC2eOQnOjL6N1o9E4vIZMnimjxkCNiIiIqCIwUCOyIedYIuj1WDNq+Rmjdt3Xjkq7jtb4JBqLmzNqhkAtFmczESIiIqJKwGYiRDZyHcrltYxJK3TXxwtPm5e0LBKLw+s1ZNTYTISIiIio4jBQIwLgsjQNyTWcsWbUCj2P2sxJI5KWKaWPieNwmTJqDNSIiIiIKgFLH4lgDmaA3DNPWlfFg6QxOHzBuOEeVloem3neIjFzoGac8JoZNSIiIqLKwIwakY1c29iHI8oYsNlTRuDUI6fn85BsuQ2lltota0bNOEyOGTUiIiKiysBAjchGLMu2/JpwROkU2RDIrEPjcLltMmpKMxFm1IiIiIgqGQM1Ihu5Zp60edca6kpXVRyNxeH1MqNGREREVMkYqBEh0dpeE4tlHtD87CtH6rfHtjcAAMaPaszPgeUgGpXhM41RS9zHQI2IiIioMrCZCBEAawFhNvONHTB7tH774yfOxtxp7aZlhWRT+chmIkRERERVgIEaEYA7Hltj+j2aQUbtT9//UPIE1x530YI0wDKtgHozag3UDIfIQI2IiIioMrD0kchGJhm1iaOb9FLHchKJWia8drnw1Y/tj0VzRrP0kYiIiKhCMFAjsjEUjGa1vtvtgqfAk1vbsSt9tGbUAOC0I6dj8thmxLMo6SQiIiKi0mHpI5GNfX2hrNa/92enJQ90K5FoNG5qJqLxuF05zw9HRERERMXFjBqRje6+YFbr1wW8qPOX4LqHITjUxp9Z2/Nr3C4XYjEZf31oFX7859eKdYRERERElANm1IhsZJtRKxVjEu+ppZvh87qTJrzWeDxKRu2hl9YX7wCJiIiIKCfMqBHZCIVjpT6EjEwd34IJhjnbHn1lI6IxOWmMGqBm1NhMhIiIiKgiMFAjshGskECtzu/Fn39wkilYA2AbqHncLhiHqMkcr0ZERERUthioEdkIRSojUNNYuz/aZtQsXSkv/unThTwkIiIiIhoGBmpENp5csqnUh5AVlyVSC4aTpxewrtPZk13DFCIiIiIqHgZqRAbTxreYfp87ta1ER5IdaxBmN8bObs41IiIiIipPDNSIDK6/9GjT7x85YlppDiRL1rm2h2wyam5GakREREQVg4Ea1TxjU42GOp/pPmumqlxZj3MomL70kahWRGNxBEPJ7wkiIqJyxkCNal48Rct6a6aqXFmzZR8+fGrSOozTqFZd89elOO+Hj5X6MIiIiLLCQI1qnja32DGLJibfWSnRjeEwRzQFsGDmqORVKuVvIcqzd97fW+pDICIiyhoDNap5WkZt5sRWAMCsSa36fZWTUUvc9nrsD7pS/hYiIiIiYqBGhLg6Rs2jBjhnHDNTv69SslDG4/R67d/WlfK3EBXKGZc9hN6BcKkPg4iIKCMM1KjmaaWP2jgvY0aqUmIblymjZv+2ZkaNCNiyq7fUh0BERJQRBmpU87TSR7dbC9QSb4tKyUIZj9PjEJG5GKkRwePm1x4REVUGfmNRzdMCNS3AMZYOVkpsYwzO3E6BWoUEnUSF5HEYw0lERFRuGKhRzYtZM2qmK+6VcVKXSRawUoJOokJyupBBRERUbhioUc2LW8eoeQ3ZqQo5pzNmAZ0SZ8yoEQFwnjaRiIiorDBQo5qnZdS0kijjGJZKGdflM2TUWpsCtutUyJ9CVFBal1ciIqJyx0CNap524qZl1HzG7FRJjih7xozagXPG2K7DjBpVqp7+EP7z3Do9+50tY2lwLMZAjYiIKgMDNap54UgMAOD3eQAA7S11+n2VEtwYM2rNDT7bdSrkTyFKcseja3DHY2vwr6fXZrT+rs4BvLp8h/57nd+j347F43k/PiIiokJgoEY1L6QGagF/cqDmrpDoxpgFbKx3CtQq428hspLVgWX3PvM+zrjsIWzc0ZNy/W/d+CJ+8fc3IavZ8rqAV79v257+wh0oERFRHjFQo5oXCquBmppRM3aFq5TYRssGAsD0Ca226zBQo0plvHgCAM++sSXl+gNDEQBANKZkz4wZtT/8ezki0Viej5CIiCj/vOlXIapue/cNAUhk1IwqJbb5zEfmIhqL4zMfmYcRzWwmQtXl/v+tM/0eDGcWaAXDMby3qSspixYMx+DzJr/fiYiIygkDNap5v733HQCJjJpRpWShmhr8uPS8RSnXqZS/hcgoFkuMKWuq96F/KKJnytIJhmK44o+vJS3XxqUSERGVM5Y+EqkC/uTrFpUyRi0T1fS3UO0wZs9uveJkuF1A32A4o8f2D9mvF46woQgREZU/BmpEKruMWsX0588A4zSqRMFwVL/dVO/D/rNHo3cgs0Dtmze8oN82jnPb2TmQt+MjIiIqFAZqRKq6QHKgVk1ZKJY+UiXSMmofPWo6AKCl0Y+e/lDW2zFOdH3VX5bk5+CIiIgKiIEa1bxp41swe/II1BlKH7UJcqsptmEzEapEQyElo7ZozmgAQFtzHXZ1DuKMyx7CY69uzHg7EY5LIyKiCsNmIkQARo2oN/3u87oQjQGuKqp9dDFSowoUVAM17UKKbMiM/em/K3DSoVP0suVf3vUWlq3dbbudEMelERFRhWFGjWpeLB5PKnH0epQTP1cVvUOqqYyTaoc2J1p9nRKofezE2Th43lh8/MTZAIBdhvFmL7+7HYPBaPJGgIw7RRIREZWLKjoNJcpNPC6bJrkGlIwaUFW9RIgqUlefMh5tZKvSDKS9pQ5XfeFwHH3ABADArQ+utH1cQx0LRoiIqLIxUKOaF48DHkug9qFDpgAA6gLVc7LHjBpVon29QbhcwIgm80Tu0ya0AgCWr+uwfdzUcS0ptxuPyynvJyIiKjUGalTzYvF4Ukbts6fOwx+/d2Lak71KwjiNKlF3fwhN9X54POavK4/bhZMPnQK/YVoN49t43rR2fPGsBVg8d4zpcRNHNwFQ3vdERETljIEa1bx4XE7KNrlcLkwa01yiIyoMZtSoEoUjMQT8NnMcAhjRHDCNPWus9+u3P3PqXJx57Ex878JD9GWP3HAWTjlMyZZHY8yoERFReaueui6iHMXl5DFq1aiaGqNQ7YhE4gj47F+8AZ8H8biMaCwOj9uFoVAELY1+XHjaPPi8SnBXZwnytMxcjM1FiIiozDFQo5pnN0atGnHCa6pE4WhMD7qstLLHcCQGj8eNaEzG2cfNxIcPn6avY33de9X3OjNqRERU7hioUc2zG6NWjVj6SJXk0Vc24CBpDMKROPwOGTUtUAtFYoA6oXVDnS9pvYtOn4/pE5TxpnpGjWPUiIiozDFQo5pn156/GjFOo0oxFIrizw+sxKjWOowb1eiYUdNKIsORuF7KaNeWX5tzDQC8HuWNEGNGjYiIyhxHrVDNi8tyTZQ+MqNGlaJ3IKz/DEdiCPjsAzUtgAtHYvpE1w1pptRwu5WvvSgzakREVOYYqFHNi8WSuz5Woxr4E6lK9A4ok1yHo3GEI3H4vA7NRNRGIaFwDP1DSnDXUJ9c+mjEjBoREVUKBmpU82qm6yMjNaoQry7fod/e2TlgmivNqFEdjzYQjGBX5yAAYGxbQ8pta2PUouz6SEREZY6BGtU8jlEjKh+yLOPp1zfrv4fCMcdmIk0NSqDWPxTBjo4B+LxujBpRn3L7WtdHZtSIiKjcsZkI1bTBYARxuTbGbzGjRuXuzTW7cM1tryctn+ww+XyTOsF1/2AY/YNhtDT60150YddHIiKqFMyoUU277eHVAID3NnWW+EgKrxaCUapsf3pgpe3yOVPabJc3axm1wQgGg1Hbjo9WHs6jRkREFYKBGtU0rWlBd1+oxEdSeFrjBaJy5dR9deakVtvlAb8HXo8LfYNhDAQjtnOoWXm9HKNGRESVgYEa1bR6tZX3UDhW4iMpvNamQKkPgSglrSNjY50XP77kMH25UwDmcrnQ1OBH/1AEQ8Fo2tb8AOBXA7W9+4bycMRERESFw0CNalqdemIXDEVLfCSF12gpC2tvqSvRkRDZ08pzp45v0ZuCTBzdmPIxzQ0+pfQxFEnbmh+A3kHyt/e+g807e4d5xERERIXDQI1qmtbK+4tnLSjxkRSesZmIcvLLMTpUXrTXqPG1qjX/cNJU78fOjgFs3d2Pka3pLz4Y52Tbtqc/5bqyLOPvj6/BC8u2pt0uERFRvrHrI9U0rUPcofuNK/GRFJfb7YLMOI3KTCiilCC7XS7U+ZWvp5kT7cenaVoa/Xh90y4AwPzpI9Puw2lONjsbd/Ti/v+tAwAcv3hyxo8jIiLKh5IGapIkNQG4DsB5AEYAWA3gGiHEwxk8diaAGwCcACUz+DKAy4UQa2zW/SaASwFMBbANwJ8B/FoIEbesdzGA7wCYA6AbwEMAfiCEqP6WgDVKayiQ7qp9tQn4vegbjJT6MIhMIlHt/ejC+FGNuParRzp2fNScsHgyXl+tBGpHLhyfdh9+byJQC0VSlzz/v9+8kHZ7REREhVLqs9MHAFwA4EoApwNYA+ABSZJOS/UgSZLGQAnMpgG4CMD5ANoBvChJ0iTLulcCuBHAPQA+DOA2ANdCCRCN610G4G8AlgI4E8AV6s9nJElKP/CBKlI8rqSVnLrNVasRTQFWPlLZkaYqQdk3zlsEANh/1mg9s+bkyP0TwVkmcwUaJ8/uT3GxQraknMOR6m84RERE5aVkGTU1GDsJwLlCiAfUZc8DmAElU/Z4iodfDqANwMFCiB3qY5cA2AglwPqqumyk+vvNQogfq499QZKkRgDflSTpZiHENkmS6gBcBeAhIcQXDce4DsALAD4H4NZ8/N1UXmI1Gqi1NPpLfQhESWRZxuSxzRjT3pDxY1wuF+r8nozGpwHm0sctu/sc1wur2b1xIxuwq3MQPf1hjG6rz/i4iIiIhquUGbVzAPRAKS8EAAghZAB3ApgrSdL8NI99RgvS1Md2AngEwLmG9T4CoE7dptEdUILUM9Xf9wPQDOBR40pCiBcB9AL4eKZ/FFWWWFyG2+3K6Ep8NQn4PJCZUqMyE4nG4cuhDPmf15yK319+Qkbreg3b37ijx3G93Z0DAKB3n9zXF8z6uIiIiIajlIHaAgBrrOPEAKww3J9EkqR6ADMBrLK5ewWAMWpppLYNGcrYN50QYh2AIcM+tPSC3azHIadjocoXi8VrKpv2+8tPwGWfPghwgc1EqKxEY3EMBqOmroyZ8vs88Hmzn9B9YMi59PHrv3oeANDWrGTqLvvtS4hxkmwiIiqiUgZqIwF02SzvMtxvpw2AK8PHjgQwKISwC8D2GdYTAOIAjjSuIEnSHACjAYxyOBaqcLG4XFOB2rTxLTh+8WS4wECNysemnb245GfPYPWGTjQXoSz36i8dgcVzx2BgKP38icaxaR09zKoREVHxlLo9f6pTxXSnkZk+Nu16QoguSZL+CeDzkiS9DeA/ACZDGZcWgxLEZW3VKrukX3aWLVs27G1Uu+E8Rzt3dUOW41X/PFv/vr179yEajVb9350NPhfpFeo5+sm/tum3m71DRfm/8MmD6O4P4ennl2Jki3O/KGlsFK+rNRkvLXkHM8Y5j4Xjayg9Pkfp8TlKj89RenyO0quE56iUgVon7LNm7epPu4wZoGTC5Awf2wmgUZKkgE1Wrc2yj69CydT9CcBfoARndwHYiRxLHxcsWIBAIJDLQwEoL6DFixfn/PhaMNzn6I1Ny+HfGq7q59nuOXpr8wq8t21bVf/d2eB7Lb2CPkeGQG3hvBlYvHhqYfZj3OUrLwIA3t7iwfcvSv67fPftwJnHzMApx83C3597EgAwftI0LD5gou32+BpKj89RenyO0uNzlB6fo/TK5TkKhUIpEzulLH1cDWCeJEnWY1io/rQ9aiHEEIANsA+eFgLYK4TYY9iHC0qzEJ0kSbMA1Bv3IYQYEEJ8FkqZ4wEAxgohPgdgLpSpAKgKxeIyPJ7aKX3Uudidn8pDJGpue18XKM71wy+fsz8A2HaLjMVlRKJxBPxetDYF9CkAgiG26CciouIpZaD2AJRJrs+wLL8QgLCbuNry2JMlSRqnLZAkqV3d1n8N6z0BpRnIZy2PvwhAFEqXSBMhxD4hxAohRIckSecAmA3gloz+Iqo48bgMbw2NUdO4XOwmQuXBOpdZscaMzpnShtFt9ei0GXcWCitj1+r8SoOSr557gGk5ERFRMZSy9PFxAM8DuE2d72wjlADqaABnaStJkvQCgOOEEMZv719DCb4elyTpaihB15XqT30iayFEpyRJPwfwI0mSetT9HQHgewBuEkJsNeznEwDGAngPSrbtBADfBHCNEOKN/P7pVC5icRnuHNqBV7raC02pXPVbOi8Wc66yOZPb8OZ7uwEAK9d3YPbkEajzexEMK5kzLbunBWzaciIiomIo2RmqOmfa2QDugRJcPQFgfygTYCdluiyP3Q3gGABboYwjuxdAN4BjhRBbLKtfA2WC7AsAPA3gy1Amt/6eZb0YgEsAPAjgbgCHA/i0EOInOfx5VCGee2sr9nQNlvowSoL5NCoHxq6KADB7clvR9j11XDPCkRh2dQ7gh7e8ij/cvxwAEAyZM2p+nwcuFzDEjBoRERVRSbs+CiF6AVyq/nNa53iH5etgyLyleLwM4Cb1X6r1/gOl2yPViEi0hudEYuUjlYlYvHQvRK86Z1vfYBgAsH57N4BE5kwL1NxuF2QZeG+jU48rIiKi/Ku9mi8i1WBQKbk6eN7YEh9J8bmUmdRKfRhEiJZwEmmPW/kKfH/zPgBAXD2UoJo5C/jN1zJXfNBRvIMjIqKax0CNapY2Nua4A+3bbVczrZdIZ88QfnXXWwhFOPaGSiMWS1ww8Ba5A6vXq+zvTw+sBADIapr5hWXKdAFaRg0A2ppzn2qFiIgoFwzUqGYNqIFaY73zZLfVTAbwt4dX46V3t2PJyp2lPhyqURE1o3bqEdPwu8tOKOq+vZZGQlrI+MSSTQCAesNUAaccNhVuVyKYIyIiKjQGalSz+ms4UHO5lDE3bP9IpRZTA7WTDp2CyWObi7pva6AWt4yXCxgyan6fB3G5tKWaRERUWxioUc2q5YyaC2A3ESoLUbX0sVjzpxm5XeZ9DgbNXR3rDGPUtKAtxBb9RERUJAzUqGZpgVpTLQZqLksrEQZtVCIxtYOHNbtVDNYyxr7BsGmZsfQx4FMDNY7nJCKiIilpe36iUtIzanW1F6gRlYuoOk2Gp8iNRADAbmaAYDiG9pYAZk9uMwVqfgZqRERUZMyoUc3qH4rA43aZxqHUElnW2vQTlY5W+lgOGTVAmbYjGpMxsrXOtFz7nAhHOEaNiIiKg4Ea1ay+wTCaGnxwuWovWFH+5sRJKgsfqVTKqfQRAJau3InegbCeQdNo2TUtE2/07+fW4e/P7S3MQRIRUc1ioEY1q6N7CCNb60t9GCWhzaNGVGp6M5EyKX3U5lSzBmTj2hsAALs6B5Iec+dja7BhVyj/B0hERDWNgRrVrM6eIEaPqM1ADVCyaFoykUEblYrWnr/UGbWGOvOQ7Z2WgGxMewPcruTlREREhcJAjWpWd18II5oDpT6MknBpKbXaq/qkMhMtYaA2cXSTftvamt/K63Gjsd6H/sHk0kciIqJCYKBGNWsgGKnJ1vyAEp8xiUblINFMpPhXDQ6Uxui33ZZ53L59/kFJ6zfW+2zHqBERERUCAzWqSeFIDJFovCYnuwYAcIwalYlItHQZNSBR/uvzmvc/pq0had2meh/6GagREVGRMFCrMZFoHHG7EfQ1ZiConGw11Ogcaslt+fmaoNKIRGPwetwl6776tytPAQDMmNCa9sJNuoxajJ+tRESURwzUaogsy/j4Dx7Fzfe/W+pDKTl9susazahp58TaqTGza1QqkVg8KZtVTKNG1OP6S4/Gjy45DH/83okAgEvO3M923YY6c0Zt+95+fYwdkGiMQkRElA/e9KtQtejqDSIel/HMG1vwzU8eWOrDKalgOAYACPhqc7JronIRiZY2UAOA+dNH6rcfueEsx/XqA16EwkrTkVAkhq/84n+YP71dvz8aiyfNv0ZERJQrZtRqRCwu4/0t3aU+jLKhlX+WooFBOdAzadpPZtSoRCKR0gdqmarzezAUUi7y9PQp86at2dil3681RiEiIsoHZtRqxN8eWYWHX9pQ6sMoGzF9kt3KOEHMO30CNfUHIzUqkUg0Dr+3MrJQ9QEvgmpGrXcwnHQ/Sx+JiCifavQstfa8tmKn6fdaH/QeiysnVB53jWbULH92rb8eqHQisRi8lZJRC3gRicYRi8XRN5AcqDGjRtVgV+cAxOau9CsSUcFVxrcjDZt1vjBtnEWt0jNqtRqoqT+1RFqcGTUqkXIYo5apOr9ShBIMx9BrG6gxo0aV74vXPYvLf/dyqQ+DiMBArWY01JmrXIdCNR6oxbVArUbfAnrlo/I8cMoGKpVKCtTqA0qJZjAcRWdPMOl+BmpERJRPlfHtSMNmPRGv5kDt4z94FL+9552U6+iljzXbTMQ8Ro2BGpVKJQVqATWjNhSKorN3KOl+BmpERJRPlfHtSMNmHYNUrWMpQpEYQuEYnn1zC3r6Q47rJTJqNRqoWf5slj5SqUSiscppJuJXM2qhGLr7kj9fYlX6uUpERKXBQK1GJAVq0eq88rurY0C//Zu733Zcr+a7PmrUgI0nmFQqwXAMAX9lBGp1ASWj9uTSTXjpne1J919165JiHxIREVWxGj9LrR3WttGRKg3UdnT067d3dw46rlfrXR91bCZCJVZJgVq9Gqg9tXSz7f12DUaIiIhyxUCtRlhPxKt1LMX2vUpG7cA5o5GqT4he+lirY9TU2kftVcExalQq4XBM76ZY7jIJKPtt5lcjIiLKBQO1mmEOSCJVGqjt2NuPEU0BtLXUIRSOOa6XaM9fm2+BRHt+dn2k0gqGo6irlIxaBgHl9r39adchIiLKRG2epdaYYDia1DyiWjNqOzoGMH5UIwI+D0KRFIFajZc+aq8HLdHKCa+pFGRZRigSQ8BXGYFag2U+SjtaVp+IiGi4GKhVuY07evCpKx7HDsvJQ7WOUdvZ0Y+Jo5sQ8HtSZ9Rqvuuj8ndrwSzHqFEphCIxyHJmJYXloKneh5GtdSnX6R1w7jZLRESUjcoYGEA5i8VkNSip/q6Pg8EIunpDmDC6EaFwDOFIDLIs60GJUa13ffSr81Z1dCtzQbH0kUpBu5hSKWPUAKTN/g0MVe8clUREVFy1eZZaQ0aOsL/6W42ljzvV1vwTRikZtbjs/HfWekZNy2Ds2ad0xmTpI5VCn9p4o7khfUlhuegfiui3J45uSrr/jTW7+H4iIqK8YKBW5VobA7CLRaoxUNuhBWqjG/Wr3k7lj9p0BTUbqPmUDMZgULn6z4walYLWzr6lMVDiI8ncaUdOBwB89zMH4ydfPBx/+cFJuPC0efr9G7b34OGX1pfq8IiIqIpUTr0J5cTtdsHr9SBsaaxRjWPUdqjd1saPbMT7W/YBUMbAJF/zZnt+65ggBmpUColAzV/iI8nc+adI+NiJs0zlmicdMgV/f/w9/XetpJiIiGg4mFGrAT5v8n9zVQZqHQMY2VqHuoAX/hQZtf7BMO56QjmpqtX2/NZxNjE2E6ESqMRAze12JY2p81o+Y5saKufvodo2MBTBuq37Sn0YROSgNs9Sa4wxUPvw4VMBVOeYpD37BjG2vQFAIhCxa9Hf2RPUb7trtfSRGTUqA30VGKjZsZZQN9axWIUqw9V/XYrv3PRSVZ4TEFUDBmo1QOvwd87xs/Dlc/YHoJyYd/ZUV3lOT38YrU3KWBctELEL1KxXv2sRAzUqB70DYfi97oppz+/Ea+kem++T3ieWbMIH27rzuk0iABCbu5QbrKogKks8Y60BWkbN63HpGaS3xR587pqnsXTVzlIeWl719IcwQgvUUpQ+xqqwkUq2Gi0T9/JqKpVC70AYzY1+2yk0KokWqI0f2QgACEeVz53+wTA27ugZ9vZv+fdyfPvGF4e9HSIA2NcXhKwGZtonP78CiMoTA7Ua4PMqQYvH7dY7QK7e0AkA2Lh9+CcR5SAWl9E3mFlGrRrH52Vr9Ih6U0t0TnhNpdDdH0JrBXV8dOJ2u3DB8SNx/TeOhtsFRCLKZ8wPbnkV37zhhdIeHJHBtj19uPAnT+HRVzaalsv8DiAqSwzUaoCWRfN4XElXrq2ZlUrVNxCGLAOtTcpYl1QZtWqcmiBbLpcLDXWGQI2XU6kEdnUOYOzIhlIfRl7MnlCPtuY6+HwehNWLQZt29gLg+4vKx8btymty1YYO03JerCMqTwzUaoCWRbObM6w+UB2D3nv6QwCgZ9RSdX2MxviFBCRKXgCeSFLxxeMydncN6uWC1cLvdSNiyeRrpZBEpdY/pE0yr1zU1OIzxmlE5YmBWg3YtkeZX8xuHFK0Sk7Qu9VAbYSl9HEoFE1aN6KeNF3zpSOKdHTlj2PUqNg6e4KIROMYN6q6AjWf15NUch2OMItP5UH7TrRepGXpI1F5YqBWA4JqVmnV+o6k+6xXfitVb7/a5lstfWxtDKCp3mc7kF/LqFVL2WfODF/MzKhRsS1ftwcAML5KSh81AX8iUNPKzsNV8jlLlU+7KGeNy/gVQFSeGKjVgP1mjAQAnH/K3KT7wlXSWMOaUXO7XZg6vgU7OgaS1tWaiVhbatcaU+kjr6ZSEb23sQu/vfddAMCMiSNKeiz51lDnxWBQyVponzEM1KhcaBcqY3Hzdz8v1hGVp+oYoEQp/fxrRyEu249Rq5aMWk9/CG4X0NSQmDi3qd6HPfsGk9aN6oFaZbcEHy5jbMYvaSqWWFzGr/+1DABw3odmV/xk11b1Aa9eXubzuBCO2HefJSoFrfTf2v3YrvRRluWKnzqDqNLVdkqhRrhcLtsgzetxV0VG7b/Pf4DHXt2I5ka/6e9srPdhYCiStH5E7fqoTVtQswxfzByjRsXy0IsfYE/XIL59/kG48LT5pT6cvKsPeDGkZdTUOSxDkVjOY4A4doiG46mlm7F9b7/+u5ZRs1480KoqjK83fi0QlR4DtRrm97krvhtZNCbj9kdXo38oghkTWk33OQVqWnt+lj4mMKNGhfLEkk0447KH8PEfPIpYXMbtj64BAEyf0FLiIysMY0ZN+4y549E1uPDqpxAMJzc3SodxGg3Hzfe/i+/clJgsXcuoWctxtdeZ6buALz6ikqvtM9Ua5/d60NkTxBmXPYSnlm4u9eHkpKs/ceIzb1q76b6GOi8GQ9GkICSmBmoelj7qOEaNCiESjeGWfy8HoEyV8d7GTv2+KWObS3VYBdVQ50P/UBivr9qJzp4gAGD1hk5094XQ3RfKenvMqFGutO8+bcwkkMioWV9W2ussYphnlNfviEqPgVoN8/nc2La7DwDw5JKNJT6a3AyFEl8qLkt5Z1O9D7Kc3KJf+/Jys/Zex4waFcLuLvMY0Z/d/gYA4OKPzoenSjPasyaNQN9gRP9bjewy/OnwrUm5sgvytYya9TNf6y1inmeULz6iUqvOb0rKiN/r1lv3V+qA4aFwIlCbM6XNdF9jndJ+33pypH0/uW3G7dUWjlGjwtrVaQ7UtPfibMt7tZpMSDEv3P/e2pr19phRo1zZVUpEo8qy9dt7TBle7XUWjTKjRlROGKjVMJ/Xg94BZf6xSg1atEDthv93LA6Sxpjua1DnSVu/3TyXmvblVaF/ckEwo0aF8I5Q5kq7+fIT4PMmvm4WqFOGVCOfz/lr9ZGXN2S9PZYlU67sLsBFYsrF2Y7uIVz66+f05drrLGoofZT5vUBUcgzUapjf59bLAiu1DLB/SPnSmTSmKem+JjWjdt0d5hIkvfSxxiM17fzP7eLJIBXGw2pgMmVcM5oblPfjojmjKzaDnwl/nrvJ8q1JubJ77Rjb8vf0h5PWNQVqBTsyIsoUA7UaZmxPX4lBS/9QBP9b3osx7Q1oUIMyI9nha4Zj1BTas+P1ephRo4KRprTB5XKhpVGZjL4+UN3Tdxozh9nc54Slj5SLpat2YjBo0/XYYUoevZmI4X6+9ohKr7q/MSklv+GkIRarvPnUnlY7VU4fb9/me950pbxqRHPAtFzLHlmbj9QaLTgL+MyB2lvv7YbX48KiOWOcHkqUlnZl/pD5YwEAm3b2AgCWrNxZsmMqBr/POaPWpJZjP/36Zvi9bhy/eHLa7fEaCmVr085eXHv7Gzh43tik+yIO3/VamaQpo8bXHlHJMaNWw4wnFNqH9yMvb8AZlz2kd4YqV129Qdz+6GoAwDc+sch2nYDPg4Y6L7r7Qli7uUtfnhijVtuBmvbFXBfwmMYyXP3XpfjRn5fwaioNS/+gcjW/UQ1OJLWByP6zRpXsmIrBnyJrtq8vhI07evD7+97FDf96O6Pt8X1I2dKa9uzsGEi6L11Gbe2mrqRlRFQ6zKjVMGMZTjiifHjf9YQyGe1gMIrWpvyOtcinWx9cqd9ubQo4rqfNH7N+Ww/mTlXmWdPaEFdiuWc+aVlUa0ZN89BLG3D2cTOLfVhUJfbsUzo+almkH3/hcKze0FH1mVpfiowaAOzYm3zynArLkilbiQDLrpmIU6AGbNzRg1v+syKxrBAHR0RZYUathhkzatpVNq1dv/az3DXWZfYSbqxLXJOQ2fURQCKjFvB7sKNjAF/++bOmK6jCkIUkytbbasdHSb1A0tLoxxELJ1T9GDW7jNpPvng4rv3qkQDMY2crseScyp/2MW6XEHPKqMVl2TQxNsCLBETlgIFaDfrRJYfhiosPhdcw4WxYLXXUPtiD4ajdQ8uGVkd/ySmpr87f+K3jAJgDz3hchstVuXPH5Yte+uhXTpx3dAyYuoDV+vNDw9PVG0Rzgx/jU8wrVo3sGoYsnjsW7S11AICYYULh7//hlbTbY0dWypb2mtFeOcaP8ohDoPbNG17A1t19BT4yIsoWA7UadOj8cTh8wXh4DCklrfRREwyVd6A2MBTF/OntaG9KfXV+wmjlJNF4pTAuyzU/Pg0wNxPRGL+oX353e9GPiapHb38YrU3+Uh9G0blcLttgTbswtnlXr75s7eZ9abfHOI2y5lz56Fj6CABvrtlt+p0XCYhKj4FaDTMGaqFIzHSlLRgqj9LHtZu78Mry5IBhIBixbclvVef3wuUCBkOJNsXxuFzz49OMAv5EoPbGml0lPBKqJr0DYbQ01l6gBthPQaB95tz/v3Wm5c+9tTVl0wbjfV+67tk8HSFVM628Vu9wbLjPqfQRsKmkYZxGVHIM1GqYx1j6GImhfzBR9lYupY//97uXcf3f3zJ1JQSUrlaNGQRqbrcLAZ8HIWPpo8yyPqM6Q6BmHaNAlKuegVDKRj/VrKEuOVAzlpob3Xj329iwvcdxW3HDefXOzuwakVBt0r4u9W9Nw/edU+kjANP3pLIdRmpEpcZArYZ5LFml3oFEoDZQZifsO/b2m34fDEbQ1JA+UAOUgNQ4N0w8LsPhnKkmBfzJjVY01gCZKFO9/bWbUQvYdH60ft4apTohZot0ylaq10w0ReljKFIelTRElMDT1Rrm8ZhPHHoGQvrtG+9+G0+/vrnYh2Ri/LLp6B4yLR8YiujzM6XjcbtMAYfMMWomxvE01u/3cp9Pj8pTPC6jd7B2A7XNu5KbMnhSXB2yZjKMmNWgbCW6PiaXPqbKqFkraeJsSkpUcgzUapjHbf7vN2bUAOD3971bxKNJZvxC6exJBGpDoSjiMjIqfQSUQM3YZljp+shA7SBJ6ZhpvNJvPSlMNZ6ByMlAMIJ4XEZLY22WPhqdf4oEAPCmyKilymQwTqNcyer3nvZ1F4/LKaskrBcMZA5SIyq56p7QhlJKyqj1hx3WLA1jS/0tuxOljwNDylW/xvrMXr4ej9vUEjsms5kIAFxx8aEYCEbw4Avr9WXWkplUV1+JnOzsUMZSjW2vL/GRlMY1XzoCr6/ehc+dPh91amORXDNqLH2kbMmW9vyaVGWPQPL8qXzpEZUeA7UaljRGrT/ksGZpGKcIeG9jp357MKh0cGys9wEZDKVTSh8TX1CyDAZqUCY89/s8puciGmOgRsO3bY9yYWXSmOYSH0lpHCiNwYGSeY7HVGPUUmXUWPpI2dJeMp09QXWJ8tpL93k+ZJmWhxcJiEqPpY81zFr62DOQnFH73s0v46Z73k5a3tUbRCzN1bnhGlLr5Zsb/Ni2px+7OgcwMBRB/5AaqGVR+hizlD4yTkswnkBax6SlmnOHyMm2PX3wuF01N9l1KqkuDqXOqBXiaKiaWYN7rfQxXUbNiq89otJjoFbDrKWP2hg1v6G5xJqNXfjfm1tN6w0GI7jo6qdw60OrCnp8WkZt5sRW9A9F8MXrnsW3b3oRA8aMWgY8HrtAjZGaxu12bt3MjBrlYtuefowb2ejYkp6AL529UL+deowaz5YpO04vmWw/zzlGjaj0+C1aw6ylONo8al84awEAoMkhEOofVAKlpat2FvDoEpNujx3ZoC/b2aFk1VIdn5XH7TY3E+EYNZPUgRq7PlJ23npvN5as3InJY5tKfShly+txYfHcRGlkmM1EKI+2W6azAYA7Hl2NZ7Ls5MzXHlHpcYxaDbMObu9TA7WD543DUft3QGzu0ssMjQbVTFeqwfH5oLUKHtPWYFquHWemGTW322VqJhKX2fXRyJhdtE6oy4waZev6v78JAJg4moGak7hs/vzSxobu6hxAJBrH5LHNhnV5tkzZufOxNabfXQD+8/wHWW+H2Vyi0mNGrYZZM2p9aqbM73Mj4PegQx+IDKze0KmXRmoZrVSD4/NhSB23MabN3Dnu7bV7AAANWYxRi8bNE14zo5ZgfC727hsy3ReL8YuasjNavbBy7gmzS3wk5UuWZVNFgDZ26IvXPYuv/fI5y7pFPTSqRllcmJw5qRVfOUcpy+Vrj6j0GKjVMC3Q8vs8ABKljwGfBwG/x7Tu9//wCr7/h1cAJDJaXk9hgx1tjNrYdnNDgm17+hHwe0wTNaficbsQNwQcsgyOUTNIFXBzjAJlq7sviFOPmFazk11nQpbNFQmp5itkRo2K6WPHz0ZLkzL/IV97RKXHQK2GaScKfq8bbhcwEFQCI7/Pg4DPk7T+1t19WLupC9fe/obyeHdxSh+tY112dw2isS7zql2Px53cTISvfF2q7KLMykfKwmAwgr7BCMa2N6RfuQb9+QcfMv3+8K/PRGOdF9FY3DSO1ojlZzRc2VyX9Hrd+neC02uSiIqHp6s1zJhR0zJoXo/yIV3ntw+EVq7v0G8XunxwSG0mUh/wJo1Hy3R8GpA8j1pcZtdHo1TPBa+oUjZ2dw0CMDcAooTRI8zPi8vlgsfjRiQW1y9MWfEtSMOVzbed3+eGV/1uZ+k7UekxUKthiUDNrZc/+n3KS8Ja+qgxToislUoWSjAUhc/rhsfjRn3AHDhmOoca4DCPGseo6bT/czs8SaRs6IEaM2q2tHJx47hbr8eNaDSeNNkwAPT0h9DdHyra8RF5PW692sZ4gZOISoNdH2uYFuzEZcDn1QI15WedQ6BmnGNtz74hDAxFsspuZaO7P4RWtVZeG6/WVO9D/1AETQ2Zj3+xlj7G4uz6aOSUPQWYUaPsaIGatVMrKVwuF350yWGYObFVX+b1uhGN2Qdqn7nqyaRlMrvWUpbSvVwu/uh8vPnebqxa3wmXK3ER9+V3d0Ca2l6EIyQiJ8yo1bARLUoQFApH9QxTukAtbBn03tUbtF0vH/buG8LoEcqV5+9+9mB86JDJOHL/CQCQcSMRILmZSN9gGC1ZBHrVzm8zHlHD8TGUjd1dg6gPeNhIJIVD54/DyNZERs3ncSEak20DNTscN0TZSlfq7/W44VILJGUZ+kT1D720vuDHRkSpMVCrYSO0bFU4Bq0SUMuYBXz2WRZtYtb2ljoAQHdf4cpyOroTgdqB0hh861MH4dMfltBY78Mph03NeDtuyxi1rt4g2tQglVIHvYzTKBu7Owcxtr2RGZ8seD3OGTU7MQZqlMLGHT1JywbTvLYCfk8i6yYXfvw5EWWOgVoNa27wY8bEVnz7UwfpV9zq1LFgjQ325Yz/fm4dAODS8w4AAHT0DNmuN1zxuIy93UMYbZlDbWRrPe752Wk4eN7YjLflcbv0sXWyLGNfb1APNCldoMaTQspMLC5jw44ejk/LktfrRiQax8BQ4mQ6VdaMGTVysmTlDnzzhheSlqf7GA/4vZigTlDfWO8r+NQ7RJQ5Bmo1zO124bffOR5HHTBBv4JWr45XSlcaOHlsM+oDHry3qasgx9bTH0I0FtczasPhcbv1k5toLI5oTEZ9Fu39q12q55jnhJSpZ9/Ygo7uIRx1wIRSH0pFkWXgrfd2Y9na3foyuyYOh+03Tr2Pb0qyt2VXX06Pq/N78MWzFuDHlxyGWZNHFHzqHSLKHN+NBCBR6lAXUMYrNTlk1DR+nwezJrVhw/bkMot80Ma+tbcOP/Pl8SRKHyPqGDufx3lcVq2ZMLoJN19+AmZNSjQ4+OrH9gfAjBpl7ub73wUAzJvG5gPZ0D5Dn1q6WV8WsZkA26t34uN7kuzl+soI+Dzw+zw4ZL5yMcDDjBpR2WCgRgASg431jJqhGcB3Pn0Qxo9sNK3vcbswZVwzNmzvQU8B2kf3DoTV4xj+WDJje349UMuiGUktmDq+RW/JDCTm3WGcRpnYu08pgQ74PRhn+ayg7NkFaj51Go1ojC3TyV6mn9dzp7aZfrd2/vUavgvsXotEVDw8WyUAiYyaNn+acd6yExZPxrfPP8i0vsfjxmH7jUMkGs9r+eP1f38TD7+83hCoDb97nLE9v3aS42WglsQ49mW02l6d7fkpnbWbuvD5nz0NAPj0KVKJj6by/PqbxyQtC6lNm4y0i2hhm/uIAGQcqV39pSNwy3dPxA8/dygAYMq4ZtP9HkMzkZDDROxEVBwcqEMAEoGaFqBZu7ZZSyG8bhfGj1KunPcPRvJyDO9t7MIry3fgleU78KWzFwLIU6DmdiEWs2TUPAzUrLRg9mMnzNIbQrD0kZxEonF87+aXsW5rNwDggNmjcNpR00t7UBVozpQ2uN0u04WSvoFw0lx0WqOnUJiBGtnL9NO6oc6HhjofJo9txiM3nJV0v7G6YvvefkRjMvabMTJPR0lE2eDZKgEAPC7zPGoA8MWzF+DzZ+wHwFwKASiBmzbpdP9QfgK1Jat26rf7B5WMWj4m0/a4XYirY9SYUXOmnSiOaK7TA3cOhyEnLyzbqgdpAPDjSw5POXk62XO5XPq8lVqJ+bV3vIF9ljkqtXXssm1EqWhT8WTKmFG7/Hcv4/t/eCXfh0REGeK3KgGAPoeK8QP6zGNm6retGTWP242GgBtuVyKoGq5OQ6v/jp4gPG5XUoCYCzfHqGVEe468HpdhjBojNUr23+fX4fZH1wAAvnzOQpx25HTOvTQMdX4PBoNRjG6rx87OAezdN4QLr34qaR2AGTVy5vRxfc7xs3D7o6sz3g6biRCVD56tEoBE6aPTRLXWgMntdsHtdqGx3pe3jNrurkH99q7OAX283HAZ51HTMmosfUymZdQ8Hrf+OmCcRlar1nfoQVpbcwAfPXoGg7RhCqiZyEljmkzjg4300kdm1MiB7FD8mO13KdvzE5UPvhsJQCJAczrhcspsNTX40ZeHjNrefUMQm/fh2EUTAQArPugwlWEOh8fj1ksftYwaSx+TaYGa1+3SM6zMqJFRNBbHD255Vf/94yfOLuHRVI+AL9HE6a9XnGy7jlZWykCNHDl8XAd82X3fccJrovLB0kcycbqQ5vTB3VTvy0szkQ3buwEAZxw7A2++txtDoah+8jJcHrcLcVkJRJhRcxaTExk1t55RY6BGCS+/ux2A0nDmotPnO2bgKTva56vX63Ycl1sfYOkjORsYijh26Z0+odV2uRO+r4nKBwM1MnE7fEA7ZbeaG/zoHxp+Rm373n4AwJSxzYipwZQ/y6uATrR6+7gsc4xaCnGt0YrHpX9Rs5kIaT7YGcQ/nn8bAPDZ0xik5ZNWyeD1uE3jhI20z+BIlIEamQ0GI/jUlY873j9z0gjc8eNT8PTSzdh/9ui026sPeHGQNAZviz35PEwiygHPVsnE6SShWe3w2NzgN5XmNNX78P6WbqzdPLy51HZ1DaK5QWkZHFaDqa27+4e1TY1Wbx+Ly4iy9NFR3JhRU58eZtQIAJ5Ysgn/eL5D/93pc4Jyo7Xv0UrMLz3vgKR1vOqbMs6rJ2QxMJR+rrORrfU4/8NzM26zf/rRnGqDqByUNKMmSVITgOsAnAdgBIDVAK4RQjycwWNnArgBwAlQAs6XAVwuhFhjs+43AVwKYCqAbQD+DODXQoi4Zb2PAbgMwDx10VoANwoh7svl76tEqa6S//OaU+F2u9BkKM3RThn+73cv45EbzsLfH1+Dse0N+PDh07La756uQYxpb0i/Yg60k8pYLI4ISx8dxUxj1JhRo4Rb/r1cv/1RzpWWf+rHrlYC+eHDp+EP/15uauajXVxioEZWhUhue9lQhKgslPqd+ACACwBcCeB0AGsAPCBJ0mmpHiRJ0hgogdk0ABcBOB9AO4AXJUmaZFn3SgA3ArgHwIcB3AbgWigBonG9iwD8G8AOAJ9W/20HcK8kSZ8fzh9ZSVJ1b2tp9JuCNAA4+7hEC/+3xR7c/791uPn+5Xh+2das9rtn32DSBK9f+9j+WW3DiRaoxQ0ZNZY+JjN3fVSWMaNGRn/6/ofw5XPz876kZMamTda3nlbCHWOgRhaFCNSYNScqDyU7W1WDsZMAfEEIcZsQ4jkoQdcSKJmyVC4H0AbgNCHEg0KIR6EEegEAVxj2MVL9/WYhxI+FEC8IIa4D8EsAl1mCuosBbAbwCSHEE0KIJwB8Ql12YR7+5IrgNEbNyZwpbXqnxqtvXaIv/82/3s54G7IsY3fXEMZaMmqnHpmfK/d6Ri2eGKOWj/nZqo1xHjW9mQhPCmve1t19AICj5zdj4uimEh9NdUv1uaTdx0CNrOLx9Otky83Oj0RloZRnq+cA6AHwkLZACCEDuBPAXEmS5qd57DNCiB2Gx3YCeATAuYb1PgKgTt2m0R1Qyj7PNCyLAOg3lkOqt/sBhDL+qypcLvMhfeGsBQCUMjmP24XWJj9GtdZl/Pju/hDCkZgeqP3usuPx868dlfVxOHEbTnD0ro/MqCUxZtT0ZTwnrHk/v/MNAMBgqABngwRAr3xM2RZdK9dm6SNZOXV7HI5UpY879vbjH0+8x4oLoiIo5dnqAgBrrOPEAKww3J9EkqR6ADMBrLK5ewWAMWpppLYNGcrYN50QYh2AIcs+bgYwT5KkKyRJGiVJ0mhJkq4AIEEpnawJuQRqbS11aG1Smo3MmdKGYxZNxFAo/eBmANjZMYALf/IUAOhj1KZPaMWCmaOyPg4nWkYtGotzHrUUEmPU3PrrwGkCVaodWianqY7vmUJLlVFj6SM5SRW8HzR3jON9qXgsFw2MQdlP//Y67n32fezZN5TTtokoc6VsJjISwPs2y7sM99tpg3IB0q7NoPGxe9Sfg0IIu4zYPuM+hBAPSZJ0JoB/APiZungAwHlCiCdT/B2OVq2yiyWzs2zZsmFvIxN9fUp509YtW7DM35n14888pAV3Pd+Bqe0xDPR2YiAYxZLX34Q/TUD08upe/XbP3s1Ytmx71vtO9xxt3TIAAFi+YiU2bVG+WFatXJ722KpJJq8jbVqEdesEOncpHw1btmzFsmXdhTy0slGs91qlafYrF12OWdDC5yiNXJ+fgQHlM2rz5k1YBvuW6O+9p/TJ2rZtO5Yt68vtAMsAX0PpZfscdfQ6z2V6yPTcnvMdXeZpd956a5l+AW9wKAgAeHf5CoxqsZ/3r9D4OkqPz1F6lfAclXoetVSXBtNdNsz0sRmtJ0nSyQD+BeBuAP8B4IHS6ORuSZI+LoR4LM3xJFmwYAECgUC2D9MtW7YMixcvzvnx2bh/6SvA3k5MnzYVixdPzfrxiwEs3K8L0tQ2rNrQgedXvIZ3tvrx1Y/tn7KTpOhYC6AXbrcLJx93WNb7zeQ56nNtA5Yuw/z5+6ErvB1ADw45eHHNjFPL9HUU/9c2AMCC/eZj3MgG4N87MGnSJCxePKvQh1hyxXyvVZJYXMZP/vUw2lsC8HlcfI5SGM5r6N7XXgY6ujBn9iwsXjheWai+HzUH7L8QeHgXxo4bj8WL5w73cEuC77P0cnmOtuzqBR7dbXvfAQsXYPLY5qyPY+TOXuDJxEWDRQcepA8ZaH7uOXT19eGdrR68unwbfvud4zFjYnaTag8HX0fp8TlKr1yeo1AolDKxU8oz1U7YZ83a1Z9OE3PtgxJgZfLYTgCNkiTZRUtt2nqSJLmgjGN7TgjxFSHEM0KIJ4UQnwWwFMDv0/0x1SKX0kfNvOntcLtdWDhzFA6dPw5PLNmEz/7kSXT22JdHyLKMu58WAIC/XXmy7Tr5YG3P73Kxo1UqHuOE1xyWVNN2qBPRjxpRX+IjqW5aWVmqMWoetwtut6sg45GosqWqhs11PLb1O9JY+qgNHXh1udIm4Ls3v5zTPogovVIGaquhjAmzHsNC9adteCmEGAKwAfZj2BYC2CuE0C4DrYZSJrmfcSVJkmYBqDfsYyyA8QDestnmWwCmS5KUeXeMCjacQE3jcrmweJ5SF9/TH8aaDeaYe8nKnXhb7IHYsk9fNrK1cCeCxq6P0WgcPo87ZZav1nnZnh+xWDzjcZbVbO0m5b379Y8vKu2B1IhUXTVdLqUbq1aiTKRJ9ZrIV6BmHAdnnYc0FqvN7wmiYihloPYAlEmuz7AsvxCAsJu42vLYkyVJGqctkCSpXd3Wfw3rPQGlY+NnLY+/CEAUSpdIQMnSBQEcarOvwwF0CiGCqf6YapFte34nxlKLjTt79NuyLOO6O97AVX9Zgvc2KieB3/jEorzs04mpPX8szkYiaXjcifb8tXr1/jd3v41P/DDraueqEorEcP9z6zBtfAumjW8p9eFUtW9+8kB87eMHYELKQE3JdrOZCFnt2DvgeF+uJf4ey+OM3wU+ryenbRJR9ko5Ru1xAM8DuE2d72wjlADqaABnaStJkvQCgOOEEMYI4tdQgq/HJUm6GkrQdaX6U5/IWgjRKUnSzwH8SJKkHnV/RwD4HoCbhBBb1fVCkiT9CcC3JEn6K5SJrz1Qgsaj1W3XhHxk1ABgv+kj8ZmPzMU/nlyLHR2JL5G93YkyyEdf3YjRbfU45bDsx8Rlw2Noax2JxtmaPw2vIeNYqyeFL72TfVObavOO2IOdHQO44uJD8/a5QPYmj21OO47I7XLBYyh9HAxGUOf38v+G8Mt/2BUDKXL9vmuoM58eGr8KUpXoElF+leyMVZ0z7WwA90AJrp4AsD+Ac4UQj6R4KIQQuwEcA2ArgLsA3AugG8CxQogtltWvgTJB9gUAngbwZQBXQQnWjC4H8BUAB6rHdBeAqVACwutQ5bREWr4yam63C588WcJB0hjs7lQCtT1dg7jkZ8/o6+zpGsT+s/LXhj/VsQBKeUY0Gq+ZJiK58nhc0M79/vnkWuzscL5aCwCbd/Wafj/jsof0sYdUubbsUjoLFuM9Ssluu+JkXH5BYqC7VvoYj8noHQjjk1c8jnuf4fuMUss1UGusM3dzNJbBW7NtRFQ4Je36KIToBXCp+s9pneMdlq+DIfOW4vEygJvUf6nWiwH4s/qv5mjlgSnmuMzJyNY6bNjeg8FgBEtW7QQAHLbfONTXefHCsm047cjp+d2hDX0etXgc4Ugcfh/LNlLxetyJyB1KR7Hxoxpt112ycgeuu+NNfO/Cg3H0ARP1L/N/PbUW558iFeV4KdkTr23Ey+/uwHXDmDh+654+jGqtQ0Ndadpv17ox7Q0IRWL6726t9FGW8Z2bXgQAvLJiB87/cGV2gKT8SDcBeq4XJq2ZWuN+rNdza7VEnqgYSt2en8qE9mGer4yapr2lDt39IXzyisdx6hHT0FjnxRUXH4pwNI4vnLkArU25T1+QKS1Qi8dkhCJRBBiopaSMUUv87kpRWrVuazcAYNsepTtgupOGSiPLcsU0nnnurS14aulmXPzR/XDLf1YMa1uyLGPNxi5MyqGtN+WPcdJhPaMWl7G7axBA/j+vqfJYy9MPmjsGE0Y14sxjZmLTzp68fX4ZgzHr667aPveJygkDNQKQCNTy/Xnb1pJolvnu+3sxflQjXC4XAj5P0QIm7W+LxWWEwjEGaml4LV0xU50MhiNKtzG/Ori82q6sxmWgUoZj3Hj3OwCAa+94Y9jbuvtpgT1dg/jI4YUdP0qpeQwlDtq0IqkyG1R7YpY5VEa11uPL5+wPAI6VELmoso92oorBQmMCkLhya/3QH652Q6C2s3MAE0Y5dzUrFK2EY2/3IMLROAJ+BmqpWMcfpAzUokppVsCXCIarSSVOT9DdF9Jv53L8g8GIPsbw8AXj83ZclD1ji3SXS5lHLWYK1FyIxuI447KH8NgrG0pxiFRi1tb4hWr0sfKDDv02LxAQFQ8DNQKQyDpFo/kN1Ea2mqefK0UplXayc/P9y9HVE+QYtTSs8+ek+lKOqBk1n/qcalf7q6URXaXEaU4BWS4lSb+/71399riRDbkeEuWBOVBTMmzGE3O3CxgYigAA/vTAyqIfH5XOo69swD+fXJt0caxQrfN//c9l2L5XKXGvlHJwomrA0kcCYAjU8jxx5biRjXC5lBPeOr8HZxwzI6/bz4QxQ7SzcwAzJrYW/RgqWarv5LDa7MBvCdSq5ZJrMTNqA0MRNNbn1rgj4nCBJRKLZ92hTZuIfvyoRs6XVGLG/zu3mlEzlhe7XC69/Jhqy5/VwNxa3ljI1vlDoWjBtk1E9hioEQDjpND5/dJvafTjvmtPx1AoisZ6X0myWdYM0asrdhT9GCpZqqunWumj1gI6VmUZtWKNuXtl+XZc//e3cMP/OxZzprRl/Xhjd0CjXC68aBmaT3xoTtaPpfyyL31MfEbHZaVBEtWu39/3jun3Qs6r5/cm5iQlouJg6SMBKFxGDQDqAl60tdSVrOTQGqhRdlJ98Vuv5ie+wKvkOS/S+ci77+8FAKzf3pPT4+//3zrb5dmWMi9/fy8Gg1Gcc/wsnHTolJyOhfLH+NnltmkmEonGmVGrcdbvbKfsej7c/9w6vLJ8O6Ix8z44nICocJhRIwA2pWtVxBpofPv8A0t0JJUpk2Yi2utGy0BVSeUj4rKMzp4heNxujGgu3FQSWuIu26etfyiC86983PH+x17diDFt9Tj5sKm48k+voqc/jN9ffoLj+q+v2QUAOOvY4pcoUzJj6aNdM5Etu/oQCttnU6k25XucudELy7bhhWXbsGjOaH1Ze0sdRhRhmh2iWsVAjQAAnzpFQjAcxcmHVd9VdI9lFu/JnBvK1rVfPRIfbE3O6GQyRk0by6WdRFbLYHNZBj53zdMAgEduOKuA+8ktwP3zA6nnS7vnGaV748mHTcXydR0p1wWA11bswGH7jcPI1vrsDoQKIrmZiCupeUTfYLjYh0VlLBIrfIbVmFFrawkUNItHVOsYqBEAoKneh0vPW1TqwygI6+BqNkiwt/+s0dh/1uik5a4UeR6t7Eo7d6y6ro9F32N2T1xXTzCj9VZ8sDej9foGI5gwuvhTaJA9t80YtbBlPGJ3v3k6hmq5SEK5KUbQNBhMjIusD3gRDGX2OURE2eMYNap61tJHrfEFZUZOEa5oJ4166WO8ukofc+n6uHV3H1Zv6CzA0SQbzLAL2xV/fE2/HYvLeGP1rqS/LRaLIxyJoT7A63flyuN2IWj5PzfOm8fMRu06ZtFEAEgK5IfjvA/Ntl2uNRwClECtEGPbiUjBM1aqetb25L4s25XXulSxilPpYywmV+Rk0Va5jNn82i+fw/f/8EoBjibZUDD7jn8PvfgBfvq317F01S7T8qA61qk+wIxzufK43Ukt0o0ZtYFgxPoQqhHaBRZraexwXHjafFxx8aFJy62BWqwI5ZZEtYpnrFT1rMkdZtSykyrgCqtX8LV1tMAmHI3jP89/UPiDqxJ6M5EsM5FObflT2bijF4BysvXu+3twx6OrAShzDAJAnZ8ZtXLldgNDIeX/XBtra8yoGW9TbTlswTicfOgUfPGshXndrtfmwuZg0JJRq8ImZETlgt/IVPUa63049sCJeOmd7QAYqGUr1VdwRO36qF1QNc479r83t+DjJ9qXzlSKYs2jppWXZlsxqj3/RvUBb8qJafd2D+m3f/TnJQCUMSdPLNkEQJlOg8qTx+1GMKz83x4ojcbW3X0M1AgAEPB58M1P5r+jcUujP2mZMS7zedwF7TRJVOt4xko14ZzjZum3vQzUspIqoxZTxyZYSx+rRbGqN3PNqGljkprqfVg0W2kEky641MbP9Q8lugVqQRoA1PtZ+liu3IYxalpL9O7+RCOHHXv7S3JcVFzWecyAws0X2urQev8r5yzEL75+NDwet2kSdiLKL146pZpgDM7Y9TE7corvYC0osJY+Vovij7PL/GTrqaWbTd3XfvKlIxCPx7F+ew+efWMLnlq6OeXj+wftxzMdMDu58yeVB4/bpWcz9ECtLwSvx43RbfV45/29OP1ozoFX7f79XPIE94WqFGm1yagBwMzJIzB3ajveXLOLzUSICiirQE2SpOdy2IcshPhQDo8jyhvjxcZCXXmsVqm6Plrb8ldfoFbc/WWTUbv5/ndNv3vcLnjcHsyd2o65U9vTBmr3Pvt+0rJbf3gSSx/LmLGDrZbp6BuMoLHeh0ljmrBn32CpDo2KqKc/ucR1RHNdQfZVF/BivxkjkzrZtjQoAZzX42YzEaICyvYbeQaAegDaJdduKJeAW9Xf9wLgNwWVHa1BQluzfRkHOUsVe+mZNHWdait9LNoYtWHuJ5NHTxrThG17UpfGjRvZOKzjoMIyBmotTYlMR8DnQWtjAG+u2Y0de/s5F16Vs2v4M6KA322fP2M/XPbbl0zLtG7KHo8bcVm5SGedCoeIhi/bQO1EAM8D+C2A64UQuwBAkqRxAL4P4GwAJwohNubzIImGa0x7A/7yg5MwbmRDqQ+l8qQM1JSfcVnGwy+vx8jW+uIcU5EUbYya+rOQ88811Ckf94fMH4s31+wu3I4or7728QMweoTyvjJWA9T7vfD7PAhHYgj4PFgwcySefXMLtuzuY6BW5QI240gDvsKV9NsFYNpr0etRfi5ZtRNH7T+hYMdAVKuyLWq+EcBrQohva0EaAAghdgkhvgVgqboOUdkZP6oRrmqZibmIMskqbdjeg1sfXIVf/2NZEY6oeIaT6erpD5nmGwKAPfsGseKDvTjjsoewbK0hWNJ3k9vr89qvHJm0zG85cdPmWXLzPVBRTj1iGg6eNxaA+YTZ7/OgQf0/Dfg9mDetHQCSJsSm6lNnCdT2nzWqoPuzGy6gLfO4ldPIX9z5ZtWVvhOVg2wDteMBvJji/hcAnJDrwRBR+Wiq9wHILlix60ZWyYaTUfvMVU/ikp89bVp2yc+ewRV/fA0A8NCL65Mek0sM9bETZmHmpBFJy/925cm44CNz9d+b6u2bAhx34KTsd0ol4TEFam49+K4PePXbqaZmoOpgzZ5JU9sKuj/bjJpa+qhl1IDMSrCJKDvZBmoygHkp7t8PfK8SVYVrvnwEgMze0HZZmm17+m3n+aokwx07NhB0PmkWW/YZ9pP7PpzGhbQ2BTBxVKIE7uB5YwAkjyNM1SyGyovxfeb3efTgLOD36E1gtAmxqXpp7/kZE5X2AIXOktttX8+oGSfELnqXXKLql22g9jSAr0qSdKEkSfo7V5IklyRJFwH4sroOEVU4l1qGJzuUsxjLXCIOE57e9cTa/B9YERXytGPQJojL9HTLmDWZOq7FcT2fT/mIb2sO6F0CrR3aeG5VOYwnxX6fB/V1iYyalmXRJsSm6qVdbNHGXBe6k3Gq0kdjRo2Vj0T5l20zke8AOATA7QB+IUnSOijnMnMAjAWwVV2HiCqcdhHV6bvXmJlxKnns7B7K81EVV7ZjLnLNwGWb1drTpTTX/dgJs3DsgRMd19PmVmqo88Gvzh+YlFGTZfzxeydyfEkFMJ4v+72J0sc6vwdutwt1fg8Ggvbz41H10N6rWqbL7SlwRs229NE8Rk3BzxCifMsqoyaE2AZgEYDrAewDcCiAw9Tb1wNYpK5DRBVO+3I2Bh+yLOsnCbF4IjhzyqhVervmbAMvp2AnHpfxxGspmuFm2fYxrJaUzp8xMmWDHC0483nd+smcNaiWZWDSmGZMSZGZo/KgZdT8XjdcLpfeTERr1z5pTBPefX9vyY6PikO72KIFSQUvfbT5HHer+/YaJtrmtR6i/Mt6ZlMhRA+AH6r/iKjKGb98b390DR544QM8+KszEYsZSx/tx8VUeoPBbM87nOaRW7JqJ275z4qk5drcQ3qcluF+whEl2PJ7U19r82on9j63XqoUi8u45ktH4Mmlm/Daip0V/39US7T/Q59a5qiVPmrj02ZNbsOSlTtKc3BUNHpGTX37m7Na+eey+WSyK30c7pheIkqWdaBGRLXBbVP7+MjLGwAoWRljUPKOw1X8ys+oZbe+U6A25FCOFtMCNXVHmQZNWmDs86aeOymqZj19Xg9mT27DsYsm4lOnSJg8thkLZo7CrY0r8alTpMx2SiWnvScD6thDbT6tevWn3+fWg3iqXjE9UNMaehT2czacoimUMUgcGIrYTsZNRLkr7GUYIqpc6ne/cR41Le56fdVOXPDjJ9JuotLn7Mr2CrFToOa0md6BEHoHwoaMWqalj2pGzZf6IzyuZj0Dfg98Xjf+77MHY/LYZgBKOeTXPn4A2lvqMtonlZ52Qq7Nkae9v7TfA+oE2FTd4kUufRw3stHxPmNG7XPXsJccUb7x0gcR2bLLqGlXcP/z/AeZbaNGMmo/+vNrOO3I6XoXtkxpJzZHHTBBWZBpRk0vfUydUdtv5kicduQ0nPehOVkdF5Un7f1kzaRqL1O/z4NYXEYsFje3Taeqol080wL3QpccetwutLfUoas3mHwfX2dEBcVAjYhsuewyato4pwwntk7V6KISxNOcAK38oAMBvwfvvr+3qE0ctFIkX5qMmtfjxlc/dkAxDomKwGeZZFi7mKKdqGtjFsPROOp5Al21tPHB2pQMTs2c8rrPuP0+vAUuuySqdQzUiMiWy5V8tVZbFo1ldgW3wuO0tFeqf/jHV/XbHrfLsfQx/Y6yWz2cYUaNqovWHEa7YKInvdXXj1YCGY7E9Nb9VH3isjK2Vf//Lkag5vCZX+hGJkS1ju8wIrJlrXxc/v5eDAwpTTGcrq5aeSo8UjPGaeu3dadc15eiA2O6p0GbRy3bZiLaiRrVBq0VupZJs15MSQRqbChSzXZ2DCAel/UMqlPX3Xxyqi5gRo2osBioEZEtrbGFdhJ45Z9f0+/LOKNW8WPUEn/nt258sYD7UX5qz3n/UAT/fX6d47xsm3b2wuVK30yEqovPEqidftR0zJzUipMPmwrAWPrIhiLV7OV3twNIjFUsRunjYfuNs13OMWpEhcV3GBHZspZVGcUzzKhVftfHzNfNNHhNSX26/vrQStz+6BrHcW/rt/dgzpQ2tsKuMVrpo/a2GjWiHjd9+3i9c6fWrj8Yipbi8KgIjNkzLXAvRqfPb3ziQNz+o1OSllf6ZzxRuWOgRkS2rI0KjGpljFq6ZiJG0RQNVjLejLreYFA50R5yOOEeCkYwekR9xsdG1cE6Rs2qpTEAAOgZCBftmKi49vWG9NtaRr0YGTWf141RNp85nOSaqLB4OZaI7OldH5PvyrTro6fCSx+D4eKUkGknO9pYNe2E3Cn4GwpF2SyiBvnSBGptLUqg1t0Xsr2fKl93f+L/9sA5YwAAJx86tWj7v/n/TkBvf+JCAOM0osJiRo2IbCUyasn3DQQzK62q9Pb8V/1lybC3cdM9b6ddR3uOtZ/aAP1UgVpDnW/Yx0aVRWsm4tTtc0STEqjdePfbjtlYqmzG/9cx7Q145IazMG96e9H2P3VcCxbOGqX/XuEf8URlj4EaEdnSvoC37elDR/dQTtuo9AmvU8m05Od/b27NYqPKD63ltV2JaTwuYyjE9uu1SXk9OHUYNb4m/vnk2qJ0A6TiChVhPFo2ZkxsxZj2hlIfBlHVYqBGRLa0bNiDL67HN294Ibdt5PF4yk1emoeo9IwaZGzd3Ydn39yi7MPmRDsYVq6oM1CrPdpYJKdAzZjBfuil9XiniJOwU3GE1HLsKy4+tMRHonC5XPjUSXP03zlmjSi/+E1PRLaMJS19g7k1J6j00kcnX7ruWRxz4MS8bU+bl06WlQymZtCmfG3PPiW7OWpEXd72T5VBC9QynT9Pm/ewqzeIEU2Bqs5w1wotUJs+obXER5Jg/JiXZZZDEuUTM2pEZMuVh3zY2k1dVXmFdWfnAO579n3b+3765SNgPR/u6g2m3N6ytXsAKFejvYZ5iYyNAzQ79vYDACaMasrmkKkKaIFWc4PfcZ2zj5up3w6Gonj2jS246OqncPujqwt+fFR4ITWjHiijye6NF+Sq8fOeqJQYqBGRrXxcFX133V4891YWY7TKnCzLaU9EfF5P0iSw/3hybWbbBxAztNns7rUJ1DoGAAATRjdmtE2qHscumogLPjIXn/nIXMd1LjlzgX47GI5h3dZ9AICd6uuGKps2Rq3OX06BWuK2XZdgIsodAzUisjWcssWffvkI/fa6rd15OJriaqxTqsJHtprLC+Ny6vnSAMDjceldG7Mly0DMMPatuz+Eh15ajzUbO/VlO/b2Y0RTgF0fa5DH48anTpZQl2Z84n3XnQ4AuOcZgcdf2wQgUTJHlU37f8y0/LUYmFEjKhwGakRkazjDWeZOTbSL7rEp3yt3E8coZYXS1DbTclmWEYqkCdTcLlP5YnZkfbwaoIxR++tDq/C9m19BZ88QXluxAz39YX2+LCI79QEv/F63PnE6kGhCQ5UtFInB73WX1XhDY6AWZ6BGlFdsJkJEtoaTUXMZTiJ6B3JrRFJKWvlOzNLZUZZlRNK0x/a43Umlj5mSZXPpY9DQTOT7f3gFuzoHsXDmqLIan0LlKeD3IhxNvPeKNXk7Fc7W3X148Z3tCJRR2SNg7u7LOI0ov5hRIyJbwxmjZnxouc37kxH1bCNmGXARl9P/PR63C94cr3YbSx/3mzESPf2JE+1dnYMAlA6c5VT2ROWpvs58HZYZtcr3f79/GR3dQ2nLr4vNzdJHooJhoEZEtnL9vv3Zl480ZeMiaUoFy5EWn1nLeOJxGeE0gZrb7cL/+9SBOe5Z1oPDxjqf7bQIvQMM1Ci95gbzGEZm1CqfNt1C2cVCbCZCVDAM1IjIltOkuppTj5iG2390StLyqeNbTNm4sM2kzWVPC9RsSh/D0fTNRBbNGYNLz1uU/W7lxJxqDfX2lem9A2GWPlJaWgv/aeNbcPpR0/W27kT5xowaUeEwUCMiW36fB//+xUfxyZPn2N4/uq0eo0bUJy33eFymjNq2Pf3Y15d6HrHheOmdbfjMVU8glsdyIBnOpY/pMmoed+4fqzISpY9NDl0do7E4/D5+dFNqWqA2fUILmhp8CIZjPImuEmU3obTheJ59Y0vpjoOoCvHbnogcBXwe+BwaY3gcxmG5Xa6kjpG7OgbzfWi6P/5nBXr6wxgIDi9jsHpDJ+55RkCWZWzc0QsApg6MgHK1uC9NcxTtecnlpFiWE6WPDfXO7fdZ+kjptDYpgZrP60Gd3ws5g/GVRLkwft7/7RFOrE6UTwzUiCglpzbQbofMkdvtSuoY2ehQxpcPWjg03G7V3//DK/jnk2shtuzTl+2zTDgdj8voTjPdgB6opVjnotPn2y6XZSCuBoeNdc7PGUsfKZ0ZE1oBAHu6BvXJkTmXWrUo45QaEeUVAzUiSskxc+bw6WG3fkELrrTMVZ7qgT4wTNC9s3PAdF9cltHdlzpQ0wPbFBk1p3nWZCTKLVNNaJ1uwmOig+aOAQCMaA6gzq+8XoZCHKdWqd5eu0e/XR8orws1ZTSlG1HV4bc9EaXklDlzGotll4Er5NAYfdN52slTSzcDAGZMbMWG7T3mfclAv9p5zYk2h1qq7mc+j8OZjSwjGkt0fXQytr0h5TEQjWytx2+/czzGtDfg3feVk3xm1CrXqyt26Le18YflYjhzbhJRasyoEVFKzhk15zFqVoVsYqBtOl972LRTGZ/mtQmmZFlGPE3/aY9DRs3YeMXrtb8irmTUlNJH6zxYdYZJbieObkp5DESAcrGhqd6nZ9Q6eoZKfESUq1GtdfrtQ+aPK+GRJGOcRlQ4DNSIKCWPQ/bHLiAD7AO4zp4glr+/N6/HlaAEROkCKCdLVu5A90BySZgxzvrKOQvVfSR3grRyGqPW1hzQbztNfaCMUZPh9bhMgZm2vfuvOx0/+8qRmD+9PeUxEBlp2dmf3Lq0xEdCuRqhfn58+/yD8JlT55X4aMyYUSMqHJY+ElFKThk16zCrw/Ybh6+fd4Dtulf/VTlBfOSGs/J6bMDwJ1i97o430VSXHDitM4xV0zJgxq6MThJdH83LjYGtUydNyDJiMRlut1vPguh3xWXUBbw4YPbolPsnspo0NpGBHQxGUo5/pPKklUQfPG+s42dyqTBOIyocZtSIKCXnkwLz8is/fxjamusc1i0cLSCK59gOHwD6g6nnYNPKIOMZlD66M2jP75Sl3LizF7G4DI/bhYAlozbcgJRqV3ODH43qdA9vrNmddv3/Pv8B7n1GFPqwKAtRdZ5Iu5LsUmNGjahwGKgRUUpOY9HKZvJc9ThyORynx3zzE4tMv2vPQVyWTXOrXXjavKT1tJMWbdPGNvuH7aeMLXE6sXlq6WbEYnF43C40WMaonXLYlJR/C1Eq/7rmVLhcwLbdfSnXi8Vl3P7oavzjybUAgJ7+ECLR/E0mT7nRAjWPUza+hBimERUOSx+JKCWnro+5ZHhkWc771VftMHIJHJ2ycNaTIT34ks1j1EYbGoQA5uyjtmnt+ZORKJtMVboUicXh87pN5Wn3XXc6J7mmYXG7XWis82EgTdfSZe8lMm6yLOMzVz2Jow+YgO9deEihD5FS0D47nKb2KCWn8cpENHzl944norLiFFTkFBjluX4vGovrV/tzy6jZP8haXqQ9BfG4jHgs8ZgJlu6L5ucqOSjT9ueUpQSUv8nrdZuaidQHvGU3LoUqT2O9DwPB1IHajo7E3IFaUPfK8h1Oq1ORRKNxuFypL/KUTBkeElG1YKBGRCnlNVDLc7Xk3x9/z7Dt7Dd+8/3LbZc7Z9TMzUTmTGkzrRc0zFM1eWwzAGDW5BH6MuPc3Fd94XDc+sOTkvYdjcrwetwc90F5p2TUUk96vbd7UL/d2Rss9CGRjX29QQxaAupoLF6W2TSAzUSICqk83/VEVDYcA7UctpVLMJXKRsOE1Lls+rm3ttout/7NWmlPXIZpjFoqi+eOxS3fPREnHjxZXzZSnQupsc6Hg+eNxbiRjUmPU07IeOZD+Zcuo9Y7EMaujkSgtm1Pv367k3OwFcVQOI4Lr34Kv733HdPymDptRzmyVkqUzfhloirAMWpElJLT4HU5h/RYLo9Jxe1JLiu0E4/LkJF52ZD1yrU2TC+T9vxGk8c2Y4uhecOXzl6IRXNGY+4053nQjFfOLz1vkR7cEQ1XY70XW3f3J40VfXX5DsyY2Iov/fxZ0/ovv7Ndv907EMbIVvOYTMq/wZByIei1FTtNy6PR8s2oWT8T4zJQpjElUcVhoEZEKTkNFM8l5sp3Rs2ueYedy373Ej7Y2q3P4/bIyxvwlwdXZrRdIFH6GI/LWLW+M6tjND5/dQEvjj1wUsr1jYHahw+fmtW+iFIJhmLYvrcfT7++xfTa+sXf3zStN3vyCPT0h/DqisTYtK7eIKZPaC3asdaqWMz+gywal8uy4yNgE6ipU4wQ0fCV57ueiMpGocaonXHZQ7jt4VW5HhYA+0Yddj4wTF4NAP9+bl3K7SZl1NRg6/2t3RgKpR7jY5Xt+Uo5j0WhytbZq5QvvvTONn2ZXYOfzbv6cNqR003LfnLr0sIeHAFQAjI7sVgc3jINfqzBZabl4USUHs8GiCglt0MNi3Y+UR/IPDFvPSl88MX1OR8XAHgMUwdkk63rGwynvN/alVFLiu3dN5i07i++fnRG28r08KIxGT4vP5op/7T3i9fw+tLm5zIKR2JobQrktI9oLI5QJJZ+RYvHXtmAd8SenPZZTaKGoEf7vHxj9S4888YW0/9bObF+9ua7uy9RLSvPdz0RlQ2njJpPDeD+esXJtt0L7Qx3kPnK9R3Yuy/R1CDT0kerdBP4Wgfta6WPUZuypP1mjMTE0clNQTSpWvHbKeexKFTZJo1RppMwvm/CNu+F+dPbEchh3r5oLI5v/Pp5fOUX/7N9r2/vDOPBFz+wfeyfHliJH/9lSdb7rDbGz5gnXtsIAPjp314HgLKdSzEeY6BGVCg8GyCilKwnB5PHNuFTJ0s45fBpAICWRr9t90I72hd4rgHbD295FV+5/n/675k2ExkurfQxErXPFPz+8hMdH5uuzf7FH51v+j0cjTFQo4L4xicWAQAaAonJ1K2v6Z99+Uj85ItHIKDO43ecYUzlll29Kbf/7vt7sW1PPzq6h9A7kJy1vvvFDtz28Gp0dCsXW158e9uwy5+rjTFQ29E5YLovm+qFYorJ1tJHBmpE+cKzASJKqaXBb/rd7/Pggo/Mzak8TyuRsV5xDYaj6E9TjqgJG8qqcs2opTMYNI9D0/7WYMg+UEv1XHjSBGrnnjAb/73+o/rvG3f0wsOWaVQADXU+7DdjJHZ3JQKASMScUZs6vgX1AS8OmT8W3/n0Qbj4jMSFhPe37HPc9r7eIK7+a2Ic205LkAEkSog/2NYNAPj1P5fhwRfXI2Yov6z1bIwxULNmNcv1Ak7cMiat1v8PifKpPN/1RFQ2Whr96VfKkPZ9bv0e/+avX8D5P3oi6+0ZT1zy2VFyTHuD6Xctu9DdH9KX3fD/js1oWy6ttX/qtUy/+cr0hIwq34yJrdi4s1fPQEcsY9SaG5Rsm8vlwgmLJ2Nkaz2u+9pRAIC+QfMcbLIso6c/hKWrduLCq58y3febf76Nn96mlOxFonFc/tuX0Dek7Gt316Ap6NvRkQjqguEoNu3srdl524wJTu1zR1OunRStvUOYUSPKn/LMoxNR2bCeLAwnHtJODq1linZX3zOR7fivTE0c3WT6XXsOjCePc6a0ZbQtp+kNjKyrlGvTAKp8I5oCCIVjiETj8Ps8SeM17VrAL5gxEh63K6kJzx/+vRxPLd1sWvaVcxbiTw+sxM7OAezsHMDAUAR9g2EIQ2C2aUcv1qtZNQBYb5i4fu2mfbjq1iU4eN5YXPWFw4fzp1Ykp66PQPl+Lhx74ES8t6kLE0Y14o7H1jBQI8qj8nzXE1HZcLlcOGLheJx+lNquexjfwU6lj7nyexNBZKHKbca2N+glSBt3pB6jYyfdGDXAmk9LDo6J8kUb5zQUimJfX9DUqt+Jy+VCc4M/KaP2wtvmx/7mW8fiyP0nmJY99upGrNvSrf8+eWwT3lizC+9v2YdFs0fD7QKef2urfv/TbyiB31vv7cZg0Ly/WmAsfQyFzaXWo0eU54Tjfp8H3/jEIrS1KJ1CCzlemKjWMKNGRGn98HOH4oNt3Xjs1Y0ZP+YnXzwcPf0h3Hj3O/oybexXvsoUCzVGzej6S482TQMAKJ0eM5VRuZIlmMul4x5RJrRAbc3GTlx3R2Ki6wtPm4dFc0Y7Pm5Ec8CUUf7742uSAomx7Y3w+8zvlbueeE+//bEj2zFt2jTc8K+30TsQxvzpIzF3WjvWGeY5XLFur357zcYuHDxvbHZ/YIXTAjWXCwiGY6YxueceP6tUh5Uh5XMsn2XoRLWOGTUiysh4tbPjuSdkdrKweO5YTJ/Qalr2/T+8DCB5jFqujCcEhTo5GNlan5Th+rk6ZicTGSTUkjJqRIVSX6cEasYgDVAuPsye7FzOO3F0E7bv6QcAhCIxPP7apqR1mht8posMXzhrgXkbo/yYYCgrbqz3YdSIelNJZd9gBKNa6wCgpjNqzQ1+BENRdKjB8f/75IGm564c6dekGKcR5Q0zakSUkcZ6Hx654axhbWNI7ZqYS2mM9TH3PiOGPWF2pqwZLrtyxqu+cLhtExB93RR/s3Vz6eZ5I8pVnUNZbXtLXcrHjR/ViKWrdiIel/HoyxswMBTBz792FOKyjP7BCNpb6/TXenODDz6vBwcaMnTXX3o0hro2mcr3Gup86B9MDsYmj21GR08QA5buq7UgGpPhdimft6FwDEPqc9BY70vzyNLT/v+ZUSPKHwZqRFQwTo00chlPZn3MP55ca76/kPOoZVC+OJwSLWvgF40xUKPCcHrvpQvU2loCiMVlvL56J+54bA2mT2jBgpmjbNf9w3dPRFO9T+/KesTC8Zg/fSSWdW1CS1NAX6+xzgufoVRy4cxRWLm+A+NHNeKd9/diqAYzaq+t7UdcVgLqoNr0BUBSSWk50j7vGacR5U/5v/OJqGI5lf3lElSle4yc59hmdJt54P7VXzoivztIgRk1KpSD5o7Fl89ZiE+eNEdfNmtSa9LE9lZaIKeVTKa6MNHWXAef1wOXy4X7rjsd3/3swfp9xjGbTQ0+vSGQ2+3C1HHNAJQGPm63q+YyaqFITC99rPN7EQxHEVb79RsbJ5UrbSoSZtSI8ocZNSIqGKeOh7l8j6dLwuX75OD3l51gmvg6lwm+s/Hhw6fqrc5HGLIORPnkcbvw0aNnAABOP3o6WhsDGY2jnDy2Wb89akQ9zj4us7GqWvMSO9MntOL11bsAKJm+ATWD1tzgR0uDH919IcfHVqOIoXFIwO/BUDCKsDohua8CMmouZtSI8q783/lEVLGcTgCN481iGZb5Far9vpPGep8pq+Z1F/bjUsuiHTB7FC74yNyC7osIUDJfbrcroykkpo5rwfGLJ8HlAq796pFoafQPe/9Txjab3tcDQ4nxWJPGNmHLruynw6hkr63cqd9WSh+jiFRQRs2tD8dlpEaUL8yoEVHBOI1RM06I+sSSTRltK12gVuhyG48nt96MmWQrAOhtuD982LS0ZWhEpfCtTx2EL561cNhB2typbejqC8HjcSNoaPF/0enzMBSKYtGc0Vi2dg/eWLNruIdcUX5/37v6baX0MYZf3vUWgMoYo6Y3E+GE10R5w0CNiAomk9LHgQwbBqS7Spuvq7i/vPQY2+Vem46O+aRl1CqhxIlqk8ftyksm7ZffOEb/DNDmYvvJFw/HlHEtuE6d+qK1yY/egTDicTmjZj6VLhQxz0kX8Huwu2tQ/70SMmp6d37GaUR5wzMCIioYx2YihiuuxqxbLC5jKGTfQCCW5iptPpqJnHjwZMyb3m57nzfHjJom3bmLHqgVeCwcUam5XC49+DpHncRZmmKew21EU8A0bq3abdvdp98e2VqHOr/5OnolXMBxqf+nMidSI8qb8n/nE1HFcs6o2Qdqv7v3HXzih4/ZPiZt18c8nByk6raYa0bNleF01pXU3Y0oX45YOB6P3HAWmhrMmTqtjf+GbT344nXPYPm6vaU4vKLp6U9M+v2Vc/dPmu+uEj4X2J6fKP8YqBFRwWTSnt8YzD331lbb9fsGw7jwJ0+l3FemwyJSlUh+JkUTD0+BSx8/8aE58HndmDGxtaD7IaoErWqJ5dLVO7GrcxB/fWhViY+osAZDicxhPC4jYA3UKmDcqvZRzvb8RPnDMWpEVDBO2SRT6aNN/GMdl7Jua3fafVkDMO13a1YvVQnlhNFNjvflWvpYF1BOsMaNbEy53oHSGPz3+jNy2gdRtRnRrGTUxOZ9AJROkNVM63gJKIGOsQR68dwxFVESrbfn5zSQRHlT/u98IqpYTh3tjTGVXXmkNejKpJeA9SLuN294wbaMMprhdABWHvWPsV7pTmfSmGZcefGh+OYnFuW0X6JapDUt0S7SrN7QifXbukt3QAU2ZMioNdX7TN0wC93IKF/czKgR5V1lvPuJqCJZg7CD540FYP4it2vhb/2iz2SclzW427Sz13Syo287x9bRWnv+/aaPzPqxhy0Yj4a66s4IEOVTq82k7/c/t64ER1Icb6zeDQD45DEjsWjOGAQNTZWsHSHLVWLCawZqRPnCQI2ICsYag9UHlGprc9fH5MdZYylXBp9UmZ4bRGPmFTMdE9bc4Md1Xz0K37vw4Mx2REQ583rcOPHgyept5UOipz9UykMqqI7uIQDAvMn1AIAp41r0+0I2F5zKkbGZyMr1HejsGcKuzgGccdlD+CCD8nUiSsZAjYgKxpoJ0660mkofbSI1a9Yrk4xapuU2sbi59PFbnzowo8cBwMJZo5gZIyoSrcz4go/Mw7nHz8KaDZ3o7qvOYC0Wj+uBKQCcsHgSLvv0QQAqJ1CDofTxh7e8iq//6nm89Z6SKXz2zS0lPDCiysVAjYgKxppR00Ipp66P+nrW0sccxqg5iVkyapUy/oOo1mhzKk4d14wDpdGIy8BWw3xj1SQSjZsahrhcLiycNQoAMHvKiBIdVXb0Mnb1I3ZgKGKYBJvlkES5KGnXR0mSmgBcB+A8ACMArAZwjRDi4QweOxPADQBOgBJwvgzgciHEGpt1vwngUgBTAWwD8GcAvxZCxA3rbFLvtyOEEM59u4nIltttn1Ezj1FLflxSRs0mUqsPeE2TY2d6ImDt+shAjag8ffYj8zBhVBMOmjsWnWpp4I6Ofj2AqSbRWBw+jxtAIns2srUev7vseExM0Y22nNi151+7RenayTiNKDelPkN5AMAFAK4EcDqANQAekCTptFQPkiRpDJTAbBqAiwCcD6AdwIuSJE2yrHslgBsB3APgwwBuA3AtlADR6BwAR1j+fUm978Fc/jiiWmcNr7Qv61eX70isY9tMxPy7XcOR5kbzBLmZZ9TMpY8M1IjK05j2Bpx/igSP26V3gewbjKR5VGWKROPw2rTgnz6htSLmUAMSn9PGQO2FZduSlhFR5kqWUVODsZMAnCuEeEBd9jyAGVAyZY+nePjlANoAHCyE2KE+dgmAjQCuAPBVddlI9febhRA/Vh/7giRJjQC+K0nSzUKIbQAghHjH5hg/rd7823D+VqKa5bLPqD344np9WSYZNTs+NcA645gZeOTlDY4nAtZMW3JGLbf50YioeAJ+D9wumLLolSYcieGSnz2D8z40G2ceO1NfHgxFEQzHKmKutFS0j3treTkR5a6UnwrnAOgB8JC2QAghA7gTwFxJkuaneewzWpCmPrYTwCMAzjWs9xEAdeo2je6AEqSe6bQDSZL8AD4N4BUhxPsZ/D1EZGEMuCaPbXLIeqVvz28XhMVlGcceOBGnHjENgBKQ2ZU/WmM+6zxqvgq5Wk1Uy1wuV1K5c6VZv60H3f0h3P8/8zQDN92jXCeu5L8NSFRHRGzmqsx1WhSiWlfKQG0BgDXGcWKqFYb7k0iSVA9gJoBVNnevADBGLY3UtiFDGfumE0KsAzDktA/V2QBGgtk0opxpXds+cdIc+DweyHJyoGQXXFmX2QZqcRketwseNSX31nu7ceblD+OFt7eZ9mE9QbBm1LQpA4iovNUHvBgKVm4wowViDXXmz5w1GzsBAOFIcoBTSbTSx2i0sv8OonJSyjOUkQDsMlVdhvvttEG5BN9lc5/xsXvUn4NCCLt+vvtS7AMAPg+gH8B9KdYhohQCPg/+e/0Z8HpceOu93ZAhJ101jtpcabUGU3ZXY2NxGW63Cx61BPLNNUob6Bv+ucw0Z4+1Hb9xjNpnTp2rB3pEVN7q6yo7oxYMK8fe0T2EYDiKOr9yCqY3S6zwcVza32G9GAewmQhRrkp9KTnVWzfd2zrTx2a9D7UhyckAbhdCDKQ5DkerVtkl/bKzbNmyYW+j2vE5Sq8cnqOhoUF0yyG8/qZ5OOjGjZuT1l2xYiXamhIfT+t3BfXbk0f5sWzZMgwOhdC9rwtrVivvs/6hRJOBN1cl5uxZ9nZif8uWLcOWvcp1m08fNxKz2vpNz005PE/ljM9Panx+0hvOcxSPhrFzT2fFPs9rNyqnE+FoHD/8/f9wwfGjMBiKo6tX+UzavacDmNVesX/fzn1hAMAHGzYm3be3oyOvf1elPkfFxOcovUp4jkoZqHXCPqPVrv60y5gBSiZMzvCxnQAaJUkK2GTV2lLs43NQykKHVfa4YMECBAKBnB+/bNkyLF68eDiHUPX4HKVXLs9R48svoqXRj+kzJQC79OXjJ0wElnWb1t1vvwUYP6pR/921dg/wXAcAoL2tBQcddBBC92zHjKkTsGjRDODBnabHe/11ACLqtvYH7leGsy5evBj+DzqAZ/Ziv/kS9p81WnnAv7bp95O9cnkdlSs+P+kN9zl6etUbeG3FTiw68KCKzITvDm2EcgoDrN8ZxOLFi3Hj3W/r9ze3jABQuZ9DG3f0AE/swdZ9yaeWI0eOxOLFB+VlP3yvpcfnKL1yeY5CoVDKxE4px6itBjBPkiTrMSxUf9oetRBiCMAG2I8vWwhgrxBij2EfLgD7GVeSJGkWgHq7fUiS5IISqK0VQryW0V9CRGm5XcCytXvwrRtfNC2P2IxnSDVGTZaVsR6xuIzmBr9te/2IYaxHOBoz3aeVQnrcld1hjajW7FMzT0tX7kyzZnkKhhKfRdock8bxXHafhZVEG6O2fF1H0n3BcBTBCi5bJSqVUp6pPABlkuszLMsvhDLBdNLE1ZbHnixJ0jhtgSRJ7eq2/mtY7wkAIQCftTz+IgBRKF0irY6D0qyETUSI8shl090RsD85SRqjZgnUegeUEpvmBp/tlfVQJHFCYB3YHlVbR3sMbfkvPHEUfv61o9L9CURUQqceOQ0AMBSqrLnUuvtCuPtpgQde+EBf5lYvFNUbGot86pQ5RT+2fLKZ7lL32oqdOO+HjxXvYIiqRClLHx8H8DyA29T5zjZCCaCOBnCWtpIkSS8AOE4IYfwI+DWU4OtxSZKuhhJ0Xan+1CeyFkJ0SpL0cwA/kiSpR93fEQC+B+AmIcRWm+P6vLqdv+fp7yQiwK4LPwCngefmQE02BG4yZAyo49Ea6316MxGjkCGjFoqYM2paYxJjgDdjXB0WzByV5g8golLab4Yy4qHSOr1ffdtSU4MjQJlT7YzLHjJ9Ds2e3IZle1CxXKkiNSLKSckyauqcaWcDuAdKcPUEgP2hTIBtl+kyPnY3gGMAbAVwF4B7AXQDOFYIscWy+jVQJsi+AMDTAL4M4CoowZqJJEnNAD4G4HF1H0SUJ26HL3G7QM16ImbNqGkZN4/HDa9NRi1iCM6sGTttf3Ylk0RUvrQJoSOWiy/lbsO2bsf7rNUDlcxdgeMGicpdSbs+CiF6AVyq/nNa53iH5etgyLyleLwM4Cb1X7p1+wA0pluPiPLHbs6d5DFq5vu0wM3tctmeHIQN2wxHrGPU1MfypIKoovi8yryMdhMql7MqisVSYkKNKP94SZmIisIpMLI76XKaR629JQBZTvzudrvSltsMWgawx5hRI6pIekatgppu7NjbX+pDKBqnqgkiyl2p51EjohqXSddH2ZBBk2U5Mc4sgxODn972uun3mM0YNSIqfz5PZQVqTyzZhFv+vbzUh1E0mYxRi8dlVjMQZYGXlImoKLIao+aQUXN73JChjFMDAFeWn2CyLCe6PrI9P1FFcbtd8LhdFROo3f7I6ozXPUgaU8AjKY5Mwi9rKTrVDmtjL8oMz1SIqCicLrbanXTFLYu0MWketzmjlm2pjVI2qc6j5uFVXaJK4/O6UwZqO/b249f/WFYWAUEsi7F0V3/piAIeSXFkklHjyXptWrpqJz7+/UexPkVjHbLHQI2ISsq+66M1o6b8VAI1ICbn1hBEhmEeNZbfEFUcJVBzPtn/zb/exovvbMP7W/YV8ajs2X22VbNMihQqJRtK+bVmYxcA4G1RwfNPlAgDNSIqCsfSR7uMWlLXR0NGDeZmIlmRZVNrfyKqLOkyar2DYQBAV28w5XbueUbgDwUeP1Yr3R41mWTU5Bp7TkgxakQdAKCje6jER1J5eKZCRMXhOOF18je3UzMRj9ud1J4/GzIMXR+ZUSOqOAGfF6FwDK8s346X3tmWdH+dX2nhnypQ27q7D/98ci2eXLLJtPyppZtxxmUP4bf3vJPXYzb67XeOL9i2Sy2Tj2MZjNRqUVO9HwAwGIymWZOsGKgRUVFYg6qPHjUdAGzLmLSM2asrduD3971raCbiSmrPnw3zZNkM1IgqzZj2euzuGsT1f38Lv/rHsqT7tWxbqrFQL72zXb9tnArk5vvfBQA8++YW9A6E83TEZjMmtiYtmzUpeVklyujCGeO0miTnOFyBGKgRUbFYPp9nTxkBwH4eNe3c6Rd3vomnX9+s/641E5FzzKgBsp5RY9dHosozYVQTttvMTSbLMq7/+5vYtke5LxxxLo/c2z2o3+4fDCMciSXN3bhyfUfKsXDpGBuJLJo92nTfrMkjTL9f+9Wjct5POTGWPk4e22y7DuO02qR9Z3OqvezxTIWIisL6+ezzKCVKdmPUdncO4NYHV+q/xw1znykZNWV5tlfnvnPTS4jFZbhcvLJHVIkmjG5C/1AkafnydXvxyvId+u+puj72DyYef88zAh/7/qP41V1vmdb5xZ1v4trb38j5OPf1hfTbDfXmKWsv/uh80+8Ndb6c91NOjB+pU8c14/iDJiWtYy1rp9qgXQfhpOjZY6BGREVhHWju9TpPXnvLf1bg4Zc36L8bx6gBhtJHdZMXnjYP40Y2pD2GTTt7EY3FmU0jqlATRjfaLrcGb3alj/c+K/CtG1/A66t3YY6a0X/0lY0AlDJrAPj8Gfvp6y9buyfndvKpHletnz/Gi18ygG9+clHSOozTahMD9NxV56cFEZUd64U0v0/5+AmG0w8uNnZ9jMtyUnv+8z40B7f+8OSMjqNvMMLxaUQValRrve3yrh6lecitPzwJo9vqTRm12x5ehX8/tw7/eGIt1m/rAQD4fR7b7Uwe24zvfuZgNNUrWa4b/pk8Di4TwVDic02WgSMWjsdBc5VJrav188faSdcuIGUzkdqUc6dmgjf9KkREw2ctefCpGbWhUPpATesM6fW6h9VMBFBKotjxkagytTb5bZd394fgdgFj2xvg93pMY9QefHF90vofPXoGVq3vBADce+1p+OQVjwMA5k5tQ1ODH0fuPx5nf/cRLFm5E/G4nPVnTTBszqj98HOH6re9VZpRs36u2j5njNNqkvadnckUDmTGQI2ISkIbozYUSl9apLfU97gADKeZiFKS5K7SEyWiatfaFDD9Ho3F4fW4MRSMoqHOB5fLhYDPk3KMGgActf8E/OiSwxCPy6YxYk0NSiDo8bjRVO9D/1AEPQMhtDXXZXWcxkoB68dUtWbUMglmGafVpliaZiLrt3UjFpcxZ0pbEY+qMvBshYiKwvoBrWXUrPw2y/WMmseNeNw4Ri3HjFqVnigRVTuvx21qWqFlrgaCETSo5Yp+nxuhcPoLQIfOH4fDF4xXt5v8maCNsersMc/J9t/nP8Bzb21Jue2g4QKUdXiOp0oz+qZsiUNExrFKtUlvAObwnf2tG1/EZb99qYhHVDmYUSOiorCWPDgFag31PoQNHdMAZa41j9ulfsgbJrzO4YQnEo1X7YkSUS0wdtIfGIqgqd6HwWAUDQHllMbv8yAUiSESjWUUsAHAnVd9xNRSHwDGj2oCAGzb3YdZk0YAANZu7sLtj64GAJx48BTH7aUae+s1jOX65aXHZHR8lcZpLBrjtNqUKH0s8YFUIGbUiKgokjJqPvuPn8a65OtHkVhc6RLpUk7ShjNGLRSOJQ16J6LK1D+oTEw9GIyiUc+oeRCOxvCFa5/B13/1fNJj7NrGtzT60dZiLm+cPLYZdX4PxJZ9+rK1m5TbY9rsm5q8umIHBoMRUzMRK+1C04RRjZg3vT3Vn0dUFRLzqDFSyxYzakRUFEkZNY991zU7kUgcXrcLLrgAGVipNgHIpfQxGI46ZvOIqLJoc6INBCNoVwMtbYxaV28iMz+iKYDu/hDOPGYGPvfR/Wy3ZeVxuzBr8gis3awEZ+9v2YfbHl6l3GdzsWfr7j784s43Uef3pMwcxNRS7lq8YGQsfRwMRnDrg6twyVkL9C6bVJ3inPA6ZwzUiKgokia8dgiWtu8dSFq24oO98HjccLmB7v4gXn53O4DcMmrBcAwNNlk7Iqo82vxpQ8EoGsckxqht3d1vWu+8k2ajIeDFiQdPyepz48A5Y3DXE+9h774h/PPJtfry7r4gItG46XNMmxPS2vHRarSajfvESXMyPo5K41TiaFz82Ksb8eybW9DWEsCFp823fwBVheGMK691tXc5h4hKQvuAnj15BH74uUOyympt3zsAr8cFF8xdInMtfWRGjag69Kmlj0ozkcQYNau2pjqcdOjUrD8zFs4cBQDYuLMH4Wjis2coFMNPbl1iWjfTbTfU+fDIDWfZlmBWPUOkFlUDW86tVf3Ynj93PFshouJQP59Ht9XjiIUTbBt6LJoz2vHhHo876UM+l+93pfQx87JLIiovnzpZgjRVaePdPxTBnn2D6B0Io96vBGoBu0CtJZC0LBOTxioNRbbv6dczZdPGtwAAVnzQYVo3Es2scUktM2bUYurJu93E2FRd9Pb8JT6OSsR3BxEVhUv9iNYme7WbS2j+tHZ8/6JDbB/vdbtN3dKAXMeoxeCrwbEhRNXigo/Mxa++cQy8Hje6+0L4439WAAA27OgB4JBRa8luHjSNNnZKbN6HPV2DOOWwqfjyOQtt1/3/7d13nCR1nf/xV3dP3pxYWMICC3xBFhZcokQDYAJMGM6cBUHPcP48RBFP1FM58c7j5DAHQPFAJCgSFQRUVnL4EpYMG9hl807o7vr9UVXd1dUVumem08z76QNnpruquuYzvV396c/3+/n6Qx8lXnCOmp+oabmUic+vqKnpZ/30bkVEmiLjvdpkvYty1Keo2VyGGVN6IvfP5TL09lS+ARvtkJkuDX0U6WiZTIZ8ocjlf36MLYPuPLV5M925X36iFmxQMWfG6BI1v4r/l3ueY8PmYXbebjqLF81ltx1m8JJQx8a4RG1eTIfIyeCT3lp0UfLecghaLmXi8/NzraNXP82oF5Gm8C/F/kU5KsnKZbOxw2C6cln6xilR0xw1kYnj2dVu45APv8GtdPlDH2dM7WHT1hH6e3P09YzP252d5k8DYPb0fl5Yv7XivnCi9o5jDTttO42DXrLtuDx2J/Hn373qoIVcdesTPPr0OqD8hv3mO5/lt396DJic3S8nm2JRCdpoKVETkabwP5kOD18E6O3JMTRcIJvJEDddIV8oVlfURjkxWUMfRTrfD884hg9+9VrWbxpmxtQe+r0Fr/2urt1dOb528mHstO20cXtMf65bX0+uaq208By11x22CzOmjm5uXKd72b4LSt/nAq/TfkXlm7+4o3y/KmoTnt+eXwW1+undiog0hZ9URVXBjj14IeAOb4yrqD2zalPFp+LHHFRfm+0gDX0U6XzbzBooDWkc6C0Pc5zS535fKBbZZ7e5Y06WdlkwvfS9P9dt63Ce517YzLqN5bXahkcqK2qTNUkL6+4uv95GvU9XRW3iK89RU6ZWL/3rEJGm8JuHRFXUiqXuX5nE5Cs49PH9x9e2aG2UG+54etT7ikj78Oej9QfWRvTb9Ee91ozGv330ZaXv/Xlv/tdHn1lXus8f+vixN+3LeZ97xbg89kTQE+yyG/E+XRW1ia809FF5Wt009FFEmsIfbhh1US7UmKj1BipqUS24axUeQikincl/HZg2UK6o+XNQ/aGQYzVjai+/+/YJFItOaQj324813LjsGTZsLlfU/KGPh+6zHbNH2WWy0+04f2rVa3NwTnBURUVdHyc+vz2/8rT6KVETkabwhxtGJmoFf+HTbOKnq8GOkGNpCHL6+w4a9b4i0j56vGF106eUhxn6wyDNwtmR+4xGJpOpWFJkhvd46ze5C26P5AusXLsFqEwaJ5vzPvfKqtsqErWId+qjnWssnUNdH0dPiZqINIU/DClqPkK5ohbfyTGXzbD7jjNLP4cXv67HZH4jJTKR+EMfpwc+xNltx5l89aMvY+9Fcxr2uAN9XfT15Lj7kdW88ejd+Px/38LDT61j2kAP3V2q2AdFrWsnk4uGPo6e5qiJSFP4n0ZHfXrqd4RKqqj19uSYOhC9xlq9xmvuioi0lv9veVrotWHJHvMa+u88k8lw2JIFPPD4WhzH4eGn1gEwe7oaiIQdf8Supe+jKirq3D7xacHr0dO7FRFpioy3klpUIaxYCMxRi6mU9dT5KfUBe82PvU+JmsjE4L/xH6/5aPXYfcdZbB3Ks2b9YOm2/fbYpunn0e5222EmZ37oECD6jbqGw0185fb8+lvXS+9WRKQpCkV3HlouYuL4HgtnAbBg3pSK+4PJln+hr8Vl3zyeL37g4FLb/zAlaiITg/++r7+3+cPrdpw/FYCnV24s3bbtnIGmn0cnKH3+FvE+XW/eO9v9y9ewaetI4jZJFbXg3/87F/2D6/721HieXsfTuxURaYq8VzXrilgn7YQjduX8z7+S3XecVVFR2yMwJ223wPdxzvnkkXzrtCPoymXJZjOc9tb9IreLShZFpPP47/H6WlBR23EbdyHtp1eVEzWtCRbNH1ERlZNp6GPn2rhlmM//9y2c88tlidsVE/7IwbtuuONpvvurO8fr9CYENRMRkaYoV9Sq38hkMhkWzHM/nQ42E4l6ab/w315DoRD9or/HTrOqbvvyhw/hyxfcXnFbt95MiUwIfkfBvhYsuTFzWi9T+7v56ZUPlG7TmmAxvLBEtedXRa1zvbBuKwCrXtySuF3RiW8mUiwWq2+UEr1bEZGmKATmoSUJ3l+MuIBPG+hh5rTaJ+wv3XM+L1+6Q+VjKFETmRD8RK0V7/UzmQw7zp/GcL78RlMdDqOVRj6qojahrN3gzs9MWzewmLCOWtwHr+LSuxURaYp8IX6OWlBFRW2cXr/zoQuBFlgVmRj8xZWHRwotefx/Os5U/Hz4kgUtOY92l7SaiipqnWvLYB6AKX3JS96U5qhFdv3U3z+JEjURaYpaK2qVidr4vICP5CvfxKmZiMjEcPyRbuv3xYvmtuTx99tjG77/+fIiz3ptiVaeoxYx9FEltY6VNPescrvy9xs2D/Odi/7B1iE3ySvo759Ic9REpCn22mU21/39KRZuN7102xnvP6hqgeuoRG7nwD6jEW7draGPIhPDngtnc8U5J7b0HLadM6Wlj98RSnPUqul9eueq9cPUcnt+uOiah7jhjqdZtMMMTjhikYY+plCiJiJNccxBO7Hf7vPYZna5ffXBi7er2i4b6Ao5xxv3fuKRu1ZtV4+PvHFfdtthJhdcfh+gCf8iMn7815MZU3tStpy81J6/s9207GlesusctplVufxEadhiyiU1OPSx4Pija9xrfUHNRBIpURORpshkMhVJWhw/h9pvj3m85mW7MHtGH4dEJHT1mNrfzQlHLiolaiIi4+lbnziCeTP7W30abas09DEiU1NFrb0Vig7nXPgP5s7s58dfPLbivlpzrOA8ND9p80fTaOhjMiVqItJWMpkM53/+lcye0Uc2m+HQfTQ5X0Ta254LZ7f6FNqbP/RRFbWO4ydWfiv+ivtqHfpYLA99LCVqXpm11nluk5USNRFpO/6aaiIi0vlKI+OUqHWc4N/HcRwygRaepSQr5U9Ybs/vlKpw/lRxJWrJNKNeRERERBrGf3OvoY+dJ1g1u+ovj1fcV0uS/fPfP8h9j63xti8fL1uao6YnQBIlaiIiIiLSMH4RJuo9uSpq7S1Y8bru709F35fQTOTX1z1cuU9Bc9TqoURNRERERBomk9CfXwset7fgnyecjxXq/NtVdH3UHLWaKFETERERkYbJlPK0iAWv9T69rSVVPOv92zlEdX1Ue/4kaiYiIpPGvFn97LbDzFafhojI5BLo+vgPu6riLkcVlbZW8efJVNbUam0mUuKoPX+9lKiJyKTxozOOTd9IRETGVfDt/W9verTiPr1Pb29JQxNHM7/QT8z8heILBT0Bkmjoo4iIiIg0TKnro+NUDZdTM5H2lvT3qbcaVtn10Zujpr9/IiVqIiIiItJwDtXz1PRGvb0F/z7hZiL1/u3cddRCf39V1BIpURMRERGRhilNbXKqG1AoT2tvSb0+6v7bBeao+Ume5qglU6ImIiIiIg3jt+d3HKeqCqOhj+0t+PcJ9RKpu7W+QyAx876Mtuvj4HCe4z9zOcd/5vIJ3eJfiZqIiIiINE5gGbWxVNQcx+GhZ7aSL6ile7MkDW8MV8fSOI4zbhW1dRuHSt9v2joyqmN0AiVqIiIiItIwpZGPTnUFrZ55TsseWsXFf17Dr659eBzPTpJUzlHLRN5Xa0XLCezjH3a01bCuXDmFGckXRnWMTqBETUREREQaJhOYpDaWitqa9VsrvkrjJf196q2oed1kvOOOraIWHIZ56rduHNUxOoESNRERERFpmExgweuxzFHL590hj11devvaLMnrqFV+TeN4/3O/d402UQvup6GPIiIiIiJj4JT+r6yeoW8jXiv37pzevjZLRSIdbiZS79BHJ5jceRW1Uc43nMgNRIL0TBcRERGRhikNfQxU1HbebjozpvbUVVHx5yJ1q6LWNEl/nrqHPlJO0Pxdov7+tVRZw485URM3PdNFREREpGECM9RKb8KLjkMum62rg2Peq6h1qaLWNBXt+UP31V9RKy93njRHrZbDhR9ztG3+252e6SIiIiLSOBVz1PzvHbpyGVXU2lwwIcqEFlKrvz1/9by2YlSiXsPxws+bkfzETNS6Wn0CIiIiIjJxld7eO4E390XI5VRRa3eJ66jV2UzE3dj9cuE1D/HcC5v56/3PRx43l3ZeVRW1iTn0UYmaiIiIiDSMX4lxAp1Ein5FrVBH10cvqVNFrXmSkjCnzqGPUE78nnthMxde81DicROPE3rM/AStqOmZLiIiIiINF3z/7Xhz1OqZW+S/Gc+potY0iRW1UQx9HOtjxm2TryPh7yR6pouIiIhIwwSaPpYUHcjlMnW9wfbfnGez4bYW0ihJ1bK6m4ng1JbUjaKZSD1DaDuJEjURERERaZhMcMVr/G8durLZutbRmqgt2NtZUl41lmYiSWqqqIWeNkrURERERETqVG7PX+YUHXK5DHc+vJrjP3M5WwZHaj5eLXOYZHwEk6ZQ08dSNdSpK0dK/9uNJplToiYiIiIiUq9AQW1KfzcAh+67oKJ743OrN6cexn9z7qiy1jQV66gFMrVnVm3k5rueBeqpqDk1JWG1HC1cXR0eKdR0Dp1GiZqIiIiINEwmUFPr7cmx7ZwBPnjC4oq5ZsP5+DfaL6zbytk//itbh/JAbQsiy/iIG256273ltvo1J2rUVg2tp+vjSa/cHYDP/ufNNZ1Dp1F7fhERERFpmOAUNafoMGNqL7lspqKilrRg8U+vfoDb71tR+llDH5snLinOZct/u5rnDtY6R62G4xW8A/X2pK241tlUURMRERGRhvObSWS9zC0XqKglJWr+sDZ//TRV1JonLinO5cp/u5q7PjpOTcMaa+E/5kt2mUNXbuJ2AVWiJiIiIiINU57b5LZn93+srKjFD30cHqlc6FoVtfH1zKqN3PHgysj74pKwrkCSXeufwyn9X7LwUMob7niKux5eFblNb3eOk165R+S5juSLFDo8q1eiJiIiIiIN47+l/8NtT+I45cQtWJXxk7EofkXNT+yUp42vk//9Bs76we2R9wVjHez6GFx0vJDwBzE7zaKnO8eCuVO46+HVPL8mvWlM+HDfuehOvnj+baWfB4fyjHjPl2w2Q3+vO5NrcDhfsd+b/t8VfOF//pL6eO1Mc9REREREpHG8N/j2qRfZY6eZ9Ha7bz+DQx+HRgqs3TDI7Ol9VbsPeYmaX0lTRa154hqF5Coqau425196Dytf3MKXPnhI+T4cFi+aw10Pr675MdP+viedflXFefiJ2tahPAN93RXb3r98Tc2P245UURMRERGRhil3fXTnl0UNfbxx2dO896xruO+xF6r29ytq/lpZRcdhcCivBbCboKI9f+jvWPre++HKvzzO3x+oHEJZLDrunMQ6kut68vBsJsNAn5uo3X7fisQhtJ1IiZqIiIiINExwyFzpjTuVw+fue8ytfDzx/Iaq/f037iN595vNW0c46fSruPha26AzFl8xMCI12AqkELgjKWEues1j6smpg1W8QmAh66GRAqefVzmUMZvNMGdGPwDfv/QefvS7+2t/oA6gRE1EREREGiacqJUqatnqbn1R/fv87f2K2oq1WwC49Z7nxvM0J6W0ZhvBpClY6cp7XToPX7IgsQLmBJrH1Cp4PH/tPICHnljLvaGKazabYf7sgdLPT6yoTvQ7meaoiYiIiEhTFIpFMtnqilpJxLv6TCh927h5GICpAz3jf4KTzJ/vfCbx/uDQx/uXr+FrP/kbT63YwLEH7wxAT3cuMdlzHCoWNq9F8DG3BBK1zVtHqrbNZjJMn1J+Hvi7TpR5jErURERERKRhMoHkq1BwItdRK28bdYDKHzf4iVp/d8TGUo/B4eQ5XeFhjbfd+zxQrm72dOcSk6LiOFbUIhO1bCYy4c8XJkaipqGPIiIiItIwwTfqhcDQx1zEQsVJQx99G7e4idoUJWpjllbsiiuW+Ylad1c2tjMkuIlWX099daFg4leRqA3mq7bt7spWJPz3L1/Dw0+9WDo/38q1W1i/aaiu82gHStREREREpGFy2cCaW4FmIl01D32sNORVgXq7c+N2jpNVJqXcFVctyxeK5LIZctlMbDMRx3FYt3GImVN76zqn4NG2BpKzrYPVFbWo59Bnvvtnbr/v+YrbPnT2tbz3rGvqOo92oERNRERERBqmK1A5KxaLNVXUvv7Tv5XnT4WSiRGvWtLVpbexY5VaUYtJwvIFh1wuG9vR8fkXNrN2wyAj+SIzp9WXqPmPWSg63BdYB22DV0kN6o55DvzHhf+oui2tcUo70jNcRERERBom+GbaHfroVdSy1W9D/Zzs1nue51u/WObeFtpmxFtXLWqOW7vZOpTngt/ey+Bw9bC90diweZhHn143LseC9IpaXG5TKBTpzmXIZKKTuY98/To+8rXrACIXMU/iV/F+da3l19c9XLp94+baKmpJTvv2jaxZv7WufVpJiZqIiIiINEzF0MdgM5GIilrULLVwLuHnBfW+SW+FS65/mN/dvJzf3/rEuBzvc/91M586909jOsbQSIEfX3E/g0P5ikQtKuGKG/o4Uii6FbVsJnabYa+F/y4Lpieez2FLFlQ+pvf1kVBCumFz9RyzrsjnULwnnt/AFTcvr2ufVmr/Z7iIiIiIdKxge/ZgM5FakjJ3q+g3452QqA2PuMlKvZ0P4zy7etOYj3Hlzcu59KZHuexPj1WcV1TCFZeEDQ0X6CoNfUweUrjd3CmJ9y/ZbW7oMd2v2VDQNoaGPnZ3ZVMrglHWb6oeQtmu2v8ZLiIiIiITQrCZyNBI9XDADBHJQcx78Q4Y+UjBm09X71pijTTkDR11F6MOVNQi8q24OWqDw3m6chmvolb5Nwvu09eTo7sruelL+H7/WOEcbM36wYqfa03Uw7/DeCXNzaB11ERERESkKdxmIu47Zb/aFBQ15ynufXUntIbIe7/LeFf/ikVn1Mmf37o+l8tUJLtRlbG4OWpbB/N05bKlv83qF7cG9invVMui5OGGIM+u3sTdj7xQlVC9uLFy6GNcI5GgKX1dpeYzvnZKmtMoURMRERGRpsgXHDLe++voBhuZqu58cSPr0obctQO/opaLaJwyFkXHIRubwqbs68U3l60cOujUMUdtcLhALpfloadeBOC7v7qz6vgA0wbS17oLd+/895/dkboPRCe/xx2ykGtuf7L08+bBfEeun+bT0EcRERERaZpHnloHlNdDC4qqqBXiErL2z9NKSed4d6iMG5JYi3zBr/JlKuaBRVfUoh9n09YRunNZRryqaDC5Dn4/o4Y11LpHWW2MqqidetJ+fOu0Iypu++BXrx3V8duBEjURERERaRq/IUbUG/RMpnq9q7h29B2Qp5WGGdbbnTDNWBK1QrE8b66ymUjU40Qf4+mVG8nlMuVjBQ4U/PttP29q6vmMdljoyrVbIm+fNqXHO6fo/UbyMb9UG2rp0EdjzFTga8BJwEzgfuAr1trf1bDvIuAc4OW4CefNwGettQ9EbPsJ4FRgIfAMcD7wbWttMbRdBvgw8FFgL2AYeAj4tLX21tH9liIiIiIS9u7X7sWMab389f4VgWSscujjHQ+ujN0/blheOykEhhk24rhj2Tc89DGqepYU465ctnSs4L6FwJywbWb1A/C1Uw7j9PP+UrF/JuMmh11d0RnVh09cXFos++8PruSmZc8k/l6+BXOn8OE3LGaHedM484Lbqu7P54vEz3xsL62eo3YZ8FLgc8DjwPuAy4wxx1trr47byRizDW5itgp4L5AHzgD+ZIzZ31r7TGDbM4CzgLOBG4CXed/PBj4fOvQPgDcD3wRuBaYAS72vIiIiIjJOBvq6efsxhn88tKp0W3jo48o1m2P374A8rZS0xCUjozWW+XnFwHDMimYiEclf0uN05bJsHXIXoc4HqlTBffyOjvssqmzBD/DvHz+C2TP6eGFd9QLUS3afywlHLir9/LJ9F3DKm5fw1tOvij0fXyaT4YQjFrEi5rnjNhdJ7kTZLlqWqBljXgu8CniTtfYy77YbgV1xK2WxiRrwWWAWcIC19jlv39twk70vACd7t83xfv6etfZL3r43GWOmAJ8zxnzPT+qMMW/GTRQPt9YG0+/0Z4SIiIiIjEqwC1+G8tA8gGzCsLi0itotdz/LrgtmsKCG4XeN4s8HyzWg6+NoBYdjVjQTiRr6mJioZUq/X7CzYvDckoZ8Th3oZv7sgYpmH1/64MF85Yd/5RUH7Bh6rGzVEMlXHlje5uunHEahUHmuA33lRiZzZ/Rx7MELufCPluGRAp2SqLVyjtobgfXA5f4N1loH+CmwpzHmJSn7Xusnad6+a4ArgDcFtns10OcdM+gnuEnqCYHbTgP+HErSRERERGSM3n6Mib2vog17pnLoY1ITjrSi0r//7A5O/uYNtZ5iQ5S7Po5vRW08hj5ms9nK9c8ihz7GH6erK8ubX7E7ANMDbfg/+90/l76PSlAP2Gu+d+zqpQsOfMm2/O7bJ/CKA3aKfMzFi+YAcNFXX8tpJ+0XuH0uS/aYV7HtQF+5HvX6w3flHcftyU7bTmPZQ6t4bEXlmmztqpWJ2mLggfA8MeCewP1VjDH9wCLgvoi77wG28YZG+sdwcOe+lVhrHwG2+o9hjOkGDgHuNcZ8zRiz0hiTN8bcb4x5b/2/moiIiIj4dlkwvfR9eB2rYCOKDLVXZGpJVcZSeRoPflKUGec5UWP5vYqF8tDH4FGiKpRRLft9XbksR790B3p7chVJ3guBhamjGoX8y7uWctpb92PH+dO8bSpjk0lYkfqLHziY7376aKb2d6dWKbtyWebM6OO1L9u5NIxynbcW2+BwZzQUaWWiNgdYG3H72sD9UWbh/juuZd85wBZrbdQCCi+GtuvFne92Im7jkdcA9wI/McZ8OP7XEBEREZEkSW++K4Y+huaoZROacFx206M8/tz68TnBBvETNWece1SOpaKWL5YXvK6oqEXkLrFLI1BOwrpyWTYPjsRsU/13H+jr5tiDF5aeE+F11JIM9HWz6/Yzat7+J186jpPfvKTUyn8k7y4J0d/TGY3vW91MJOlZlvYMrHXfWrbz/1p9wGuttU8CGGOuw50z9yXggpTzqXLffVFFv/osW7ZszMeY6BSjdIpROsUonWKUTPFJpxilm6gxWv5MuWFEsehU/J6bNm4ob7f8cba8WJ5b9NhjyyuO43cK9H33wtt498srh7yFtTKm69dvBOCRRx6BzbV1LazFPffcy+xp8W/jk37nNWvdRaoff/zxitvvvuceZk2tPOZzz62virlv/boXWbZsGU6xwNp1myIf68knn2BZsbJzZ/jcBkeK9HRl2H/XKQ3/W2Uz7i/S35PtiH9rrUzU1hBdNZvtfY2qmIFbCXNq3HcNMMUY0xtRVZsV2M4/5kN+kgbunDljzB+ALxpjtrHWrqIOixcvprc3faG/OMuWLWPp0qWj3n8yUIzSKUbpFKN0ilEyxSedYpRuIseo0L8C/rym9HPw97zyztvheffN/C677MLC7abDVe7PO+y4EG53E4tvnXYEl19/F7c8sLG077Rp0yNj5jgOXPhM1WM12y/+fBMwzG677c5Sb27WmHi/06z5O/MPu4oPnrC4aihp2vPoyjtvBwbZdddd3Xe/N7t/l8WLF7PtHLfR+WU3PcqPrrif1x++C7nsplLTkKD528xl6dL96b/qBYZHikD1AuZ77LaIpYu3qzj3qHM79CCn6vdohNnXr2Pz4Ca6uzJt8W9taGgosbDTyrrf/cBexpjwOezjfY08a2vtVmA50XPY9gFWBxKq+3GHSe4d3MgYsxvQ7z+Gd8xHY87Tf9Z0xmBWERERkTaTTRr6WNF50KlYh+v5F9xKzdknv4w9d55Nb3flcRzH4csX3MZnvvunitvHe2qa4zj8w66qe25YaejjOK8lcPaP/8bvbl7Okys2pG8cUvodnMohmcF5Zpf/+TEANm4eiR22mgsMffTb9IcF9/3ff30VPzrj2MjtmpGkAfzrew/iNYfuzOyprR5UWJtWJmqX4S5yfXzo9vcANmrh6tC+xxhjtvVvMMbM9o51aWC73wNDwLtD+/trr10RuO1S3MRx58AxM7hz1ZZba19I/5VEREREJCwhTyM4Dc2hMmF49Jl1AOy6/Ux320w4UYNlD63i4afWVdw+3k1Ebrn7Oc7839u4+tbH0zcOiKpEjYdC1ISyOjk4OIHD3PHgSu5+eDVQbuGfzbpJ1NEv3aFqf3/+WbBNf5XAn2u7uVOY5y2A3So7zp/GKW9Z0rTEcKxamU5eDdwI/NBb7+xx3ATqcNyGHgAYY24CjrLWBiP6bdzk62pjzFmUF7zOA1/zN7LWrjHGfB136OJ67/EOBf4fcK619unAMb8FvBP4g3fMdcAHcRe8fvv4/doiIiIik0uwsnLkfttX3Bd80+w4TkWjDL9bop8UhHuLxDXVGMuC0FFWv7gFgJVrt9S1n18dHO90bSy/nl/dc4qVcbrgt+5gtivOObG0gLXjQDYDn3nnUlas2cxDT75Y2j7YTEQao2WR9dZMewNwMW5y9XtgX9wFsK9I2BVr7UrgCOBp4OfAr3ATqyOttU+FNv8K7gLZ7wT+CHwUOBM3WQsec413zHuB83CrdguBN1prfzXKX1NERERk0vNzsTkz+vj0O5eG7qtcdDm4cLF/V3dXrmpbiK+cjWdF7e6HV/PjKx/wzqfy8Ve9uIWr/hJfZcsHhhk2wmgSNqf0Nb4X5Yj3N9g8WB76GP7dS4laHV0bpT4tHaBprd2A2wr/1IRtjo65/REClbeE/R3gXO+/tG2fAE5K205EREREaue/yR/o665a/Dk8Ry2YZBWKDtlMecHocEUtbu5XXKJWKBQhk6lrAepzf3Vn+fcI3fel82/l2dWbOWK/7Zk+pYewUkVtnCt8vlEd188dnfj9/aGPf3+g3LExXDnL+UMfE5ZQkLFRZEVERESkofxkLGpdrcqhjzASaCby0JMvsoO3MLJ7nMp944Y4vv2MqyNvf9Pnr+Rj37iu5vN2z6m6wufbsHmkapug8jpq9fv9bU/w3OrotvelcxvFcf06mkN0RW4kX4xMdHu6K9OGblXUGk6RFREREZGG8hOcqEpWMFErOjAyUm7zPjxSYIdtplbcH1TvCMdi0WHFmvrmmY2lGFauqNW5X9HhvN/czee+d/PoHzyN40QmmMGum0E93bmKn8tdH+Ork9P6q6uMUjslaiIiIiLSUP7Qx1xE44nKeWcOw/nKRCE4tK4Q6i7Y1ZTufaPP1MrdEOs7xkjeTVa3DOaTNxzNyEdvn6ITnUDGVSl7Q4maPxQy6m8KcPr7DmKvXWZH3ie1UaImIiIiIg3lV26iKmrBPK3olJMUXy5QsQkXe+KShHo9vXIj5/3m7sghf8lVu+RMqbyOWn3n43ddDFar8jGVrtGLrqjFze8LV9S6vXPrjvkbHLrPdmM8P1GiJiIiIiIN5ScsUa3cK9a0chxGQhW1XLCiFkoi6mkKkuRrP/kbv7/tCZ5ZtbH6zsBDxi3+HJeIjbY9vz9PL/i7b9g8XLXdaJYh8HdxnOjziktMt50zUPFzrlRR64w1yTqREjURERERaSh/yGItc9SGR0KJWkVFrTKLCLfrHy3/MNGJS3wzkXLSk9xMpF5+shps1LHqxeq5daNZhqDUTCSm62PcMd909G586h0vrVo/TeuoNY4iKyIiIiINVSh6FaKIN/W5TLiiVjn0MZjIVY3+G7diTvyBailapVa26h366P2i6zYOcfxnLqdQdHh6RXW1b7SJoH9S9cxRy+WyvOKAHUvJnT8sU4la4yiyIiIiItJQ+YSKWiZcUasa+li+f4/t+yr3Hc+ThMiEqrI9f/QjFlOmj8UvLR0tPPwzXyiycctI9eOOoSVlsc6Kms9PDhfMc7txKlFrHEVWRERERBrKf/MfNZ8pOHxxzfqtXHPbExX3B+dp7TSvlyvOObH0c6bGOWqO47BqbXxb/mzC0MfgbXGPlrbwdL35VDhRi3uMUQ19TJujVuMxd1kwA4huz6/kbXx0tfoERERERGRiy0c0x/AFhzb+342PVt0/Hg1D/vjXp/jeJXfF3u9XyiITruBt4Tlq3tdGDX0sn4IT+RijSdR837vkLnb1kq2KY9aYVXZ3xS94fcHprxr1eUmZ0l0RERERaaglu8+jv7eLNx69qOq+tDwsqaugU2Oicv/yFyp+vuPBlTXtB5VdEDNVmVpt7ffHOvTRiVnzrFB0KBQdnnthU83HDiajy59bX3V/vcMpuyKS77kz++s6hkRToiYiIiIiDTVzWi+//trr2H3HWVX3ZVMytaT7owtg1TeGbzrrB7dz6Y2Ppg5Z9PYufRfXZHK8hz7mqxK1mIqa43DRNQ/x0a9fX1eylqTeKl1URU3GhyIrIiIiIi2T1mI/ab5TrcMBo7b78ZX3c9/yNUCgPX9kF8Ty9+EzrXXo42jXUQueQ1T1sFh0uOdRt1q4buNQTcdOSxrTErVD99muYjHrvp7KhbC3maVq2njRHDURERERaZnUilpCIldre/m0Ban9IY2R+1ZkanFdH8fSJj/9eG5FLXq70tIH47T4d9qvcvr7Dqr4ua+nMp049aT9xuU8RImaiIiIiLRQWqKWJCqxilpbLHXeVcIpVHR9jB36mHz4esc+hhO1YtGJHF7pz1GD6EYt0aeSfC71Jp39vW5FbfcdZ7LdnCksXjSnrv0lnhI1EREREWmZlJGPiYlFrS3r445R3Rwk6jGC20cb76GP4cM5Tvwwz4K/Rl1C05V6zmW01cEd50/jU+946aj2lWiaoyYiIiIiLRM3tPGVB+4IlBfLjpI2p6x0W1zy4T10aY5a6kpq0Y+f2vWxztwnnJQ5jhM7986vqMXF8cUNg7zlX6/k0afXjeqx05QreuO+/Pikp0RNRERERFom7g2+v6Dypq3DsftGDn0MNOKYO6MPiE+U/NzGP4NaE79azqNSfclPuAJYdJzocys6FL05anFDSO98eBVDwwV+d/NjNZ1KvYmaH73e7lzKdlIvJWoiIiIi0jJxCcb0KT0AbNgcn6hFDn0M3DZv1gAQPW8NAkMfExuWJI19dKq3iTxG4t1VqpuJJAx9LKadg7+Yt3esiEzt4L23jX3sNEcv3YHXHLoz7zhuz7r2k3RK1ERERESkZTIxSdI8b9HkpEpN2jDHlWu3AOmJVLmiltwxsmpOW8Q2o7k/LPx7xVXUChWJWvn2LYMjfPPnd3D/8jVVSw9EHSeYLIcTtZNeuXviufZ25zjlLUtKibWMHzUTEREREZGWiZtbtfeuczj1pP04fMmC2H2DiZXjOGQyGYqBJcjWbhjkyRUb4hOlcC+RtOaQMYW3M77/F7YOFbjinBPjzjT5wOGtq+aoxVTUnHIzkeC9jzy1jpvvepbnXtjEG45c5N1fvV2U8OP8kyplLaNETURERERaJm7oYyaT4bhDFibu6wSSsqIDuQwM5wsV26x+cWvsvCv/kf1kMW6IZJqtQ4Wq2yqTyPqOF7WOWtyC18XQ0Me/PLiRa++8FYDHnllfbsZS4zmEHzttQXJpHA19FBEREZGWGa911PxE5fv/d0/FNt1d2dgkJRPqJpI6RDKUtCRtPpY1sKOGPsbPUStWnMuyRzZXbHPN7U+49/s3pK6jVvnzWP4+MjZK1ERERESkZcaSBwQTK78SdM9jL1Rs05Wr/e3uGNbFjjhWIImsY7/wvu7PcR0pyxU1P5ELF8CeXb058phx6u/6KI2iRE1EREREWmYsQ+uClSc/wdhuzpSKbbq70t/u+meQlqSETzVp6+AQwrGuo1YsRlfUCoVyMxH/ZMLnuHHLcMU5hI+SyVSe62gXvJbxp0RNRERERFpmLEPrgmum+YnIIYu3jdm6Wmnko/dNepJS+9DHT5/7p+CWNZ8TUDUfzV/wOhyr4ILXcRW18hlUd4cEyGWzFbf924/+Wvp+9vTeus5bxpcSNRERERFpmbEkasMj5SYe/tC+ogM9gZb+RcepecxivV0fg48f9uSKjTUfNyycL/pDH8OLgxeLTtWQxrjlDuLOIZfLRK6tBjBzal9tJywNoURNRERERFomLrGoxdqNQ6Xv/WpYoVikK1c+plOMz9O+8D+3eufgHaOOoY/+kMJajHWOmt9MJDpRK28D8b+r4zj89k+PsfzZ9aHb45O4E4/atc4zl/Gk9vwiIiIi0jK5scxRC86t8r4tFCoTmqTkK1+obHGY3nAjfmHoRHWW1MLn7CZTlUMfMxl3OYFyN8fy7VFuv28Ft9+3ovqxYua/nfLmfXnFATvVdd4yvlRRExEREZGWGa/2736SVSg65HLZ0kLZxaKTWrXz769n6GM9idqGzW717dfXPcwXz781dftwi3y3u2Pl0MdsJuMmWKUhn453e82n5T1WMXKNtt4e1XNaTYmaiIiIiLRMdhTvRo/cf/uq20pDHwtFctkMrztsF/d2p3oeV5y0Ba+DOVA9bex/8YeHeGbVRn7++we56+HVqdtXt+d3f4dcIFiFosMl1z9SqiQ6KRW1OMWYoY/9vbnqG6WplKiJiIiISMuMZo7av7zrAF51YOWwvGKoohbs5FgoOonrqfmnUGtC5z9OPZ5/YXP6Rp6ooY9Fp7rrY+U2ftfH+uPpP95H37gP2811lzdQRa31lKiJiIiISMuMduhjOB8ZyRf52/0rGB4pkMtmSsMEtw7luefRF6rmo1Uci9qGPgY1cr2x6kTNbRqSyyUkaoFtR2vH+dOYN7MfGNtC5DI+lCqLiIiISMuMdsHrcIJ3x4MrOf+yewHYYZuppUTuylser/mY9QxnrDcfqqfSFT52qaKWcAw/QZs1tYtn14zUdW7BNdj8BcJH8vGJrTSHKmoiIiIi0jKjr6hV7jc0XF7TrCuXLR13/eYhkhQKxXJ7/lCV7KEn11b8HLy3nqSuXuHmHkVvwetwe/6KfUpt+t1Eta7HK81vy3Dym5dw5H7bs2T3eXUdQ8afEjURERERaZnRDrELF5cGA4na+k1DperTpi3l6pJfLQoaGinEzlH75R8eqvg5ePef//HMaE67JoXI9vyQS5hnV1rwOyWhi/KOYw0DfV3sumAG82cP8C/vPqBi0XBpDQ19FBEREZGWiSpM1TJKMDwMcHA4X/p+OF8sVdTSFqbeOpTn7kdeAMprsfmCVTrvbL1zdrjwjzb9JEcpHJO4Ba+j9ikWkxO6KEt2n8evzn5dvacpDaaKmoiIiIi0TLjJxzazB/jpl45L3S+czAWTKicwnys41yoqKfzNDY9U7FdxzJHKRM2/O3x7LYLnu2rtlsSukXHt+ZO7Prpfi45DV0LTEekcStREREREpGXCTSt22GYqs6b3pe6XVFErFuOSmurkKJgTnXvxnVzw23tLP4crav62W4fyjMUHz76WX/7hwdj7w3PlnKI39DEpUcNfnoCK9dakc+mvKCIiIiItE66o1VoLqmomEqhyFYpO5PDJ/t7uqtvCyc/vbl4eeUyXmwwNDtVfUQu7+5H4ha/DxbZ6mokMjRTp79PspolAiZqIiIiItExVolZjG/ukZiKZTCayovatTxxRdVtUdewib/7ZSH78KmqZUAqaIcPgcJ7jP3M5N9/5LABPr9zI+ZfeQ6FYGZNaFrz2u1BuHS4ytb86IZXOo0RNRERERFpm3swBAKYN9NS1X3joY2V7/kzkmmPbz5vKKw7YseK2LYPVSdeF17jdHvOF0BBE7+tYhz76Vr+4FYBfXuMOg/y3H/2VK//yOM+t3lyxXdFb8DoxifVObnDEqStR23e3ufWdtDSN6qIiIiIi0jL77DaXcz91FH97YCUXXvNQVSONOOHq0lBgjloum615Ie3Ng/GLQxerKlvuuf3t/hU1HbtCxOn4VbCsN6fMP/69j71Q9biFYjFx7lnRazgyOFxkSo2J2n//y8sjh4NKe1BFTURERERaatEOM/FzkFqXkfYTNX9ttGD1qysXPfQRquekrdsYvyB2IVRR8ytpl970aI1nmcxvGuKfU2meWUQTk0LBqVgHziycVbXN0HABx4GBvtqSr522nc68Wf2jPX1pMCVqIiIiItJy4Tlcafzkpq/HXZg52D0yl8vGJ2qhNcaeeH5D7GOEW+hfcv0jMVuOQqacCPrnGpekFh2HkUKRrsC5f/sTR7LbjjNLPzuOQ947364611GT9qS/ooiIiIi0XGmkYo0lNT+56el2E7VgA45cNlPVbMT/OalzYljSWmd1iziUf86lc4oZ9uk4DvlCka6uynPPBX5JByh4jVm0jtrEoDlqIiIiItJytXZ79OUihj5On9LDhs3DHHPQThVz1L7ykUPZbu4UAKYOtGZOVjGUhGUoJ4K5lIpaoeiQzxerKmXBkLnz2CqPl+RrJx9W24lLyyhRExEREZGWKxeVamwm4mUpfoONfKHItIEefvTFY+npyrJp64h3f4b9zTal/U565R6sWTfIdX9/ahzPPt1ZP7i96jZ/jlo2NEctLF+oHvoY3M/f1x9KGR7eGfbypTuwj7o9tj0NfRQRERGRlvMravU2E/G/FgpFstkMvd05dx21TGXFzdfbneOtr9pjfE56DDKZTKnKVurmGJOp5fNF8vli1e8STNSuvGV5aRHttIra8Egx8X5pD6qoiYiIiEjL1TnysZSM+F/zBaciQfGToKjGGvU+Vq3O/vFf2XbOFD54wuKati9VwFKGPuYLRXeOWriiFvhFHnh8LY8+vc49XkpFLdwxUtqTKmoiIiIi0nKlOWp1NhPxkxW/ouab2t/NcYcs5CsfPTT+scbZ7fet4Ld/eqzm7Qs1D32sTNSW7O4OWwyvFTecLzcnOfAl8yOP9f7X782JRy6q+RyldVRRExEREZGWG23qlM35FbXKRC2TyXDqSftFP1abNEUMz1GLy1LzBYeRvENXLsOvzn4t3V1up8u43yOXzfClDx7Cdy++s2ou3i4LpscuXSDtRYmaiIiIiLRceY5abSU1v/rk5xxFp7JdfZJwJapV8oXK9vxxFbWRfMFrz5+tWMw6LuHyK2/hTpMA/X16+98pNPRRRERERFouZSmxKk64EQfxiUtYo/O0WjtXhhe8jjM0UgCgu6o9f/R+/vGKEevA9fcqUesUStREREREpPXqzJ78FCSY5IznkD4/2XrDUYvYbs6UqtsBfnHWq2P2re0xRsIVtZjtrrh5OVDdGCWuu6O/4HVUorZt4HeR9qZETURERERart4cqzz0sbxjLQs9B/dN4uc4U/q7+d/TX1V1O8CMqb0xx09/gEzGbYACwWYi0fttGcwD1UsNxM9Rc7crRByvtzuXem7SHpSoiYiIiEjrjXI8YjA5q3XuWU2JmpeRhQ/p3/6OY038vjVW1PLFUHv+lP3CwxbjKoi5hIqadA4laiIiIiLScvWPWqye39WIoY/h5M+vgiW1+K+topYhX2qnX9tb8r5wohZzDrmEOWrSOZSoiYiIiEjLlbo+1txMxP06mkStls6Spdb5oWQoX7o9Yd8afonV67ZSKHqJWi556KOvt6dy2GJsopbQ9VE6hxI1EREREWm5emthUXPUam67X9McNX/o42gqaunHX7V2C9fc/iQQWLQ7pQIW/v1ihz6qojYhKFETERERkZarfx216jlkNY4gZOpAd8XPU/q7q7YpRlTsoLz2WVJOWGt7/mdWbQLKiVVaoha2cu2WyNtL66gpUetoStREREREpOX8JKvmoY/eVz9xguQqV9BAXzeXffP40s8/O/O4qm1KHRlDh8wXKhuARKk7P/IX7Q7sOKW/m4++cZ+KzaaFEszHnlkXebh5s/q981Ci1smUqImIiIhIG6hzHTUvCQkmarfd+3zN+wfXJOuJaFmfD7XO99XTTORtx+xR28k4lccGOGK/7Xn94buWfn7Xa/bELJxdsdtwvkiUvh636UixGL5drfk7iZYmFxEREZGWG23Dxri1zMaqUIieo5avIVHzK2Ozajy3ouPw9MqNFZW4nu7KespR++9Q07GOXDyt4ri+z75zKWbhrJqOIe1BFTURERERab0611E76CXbAvCGoxaNy8PvOH9axc/5YvTQx0INXR/9ZC6Xq+2ttuPAz65+oOK28MLU4TXUAJbsPrfqtvkzy8Mj/YTx429ZwlEv3YFt50yp6XykPShRExEREZGW8xOfWhtxLNxuOleccyK77ziLMz90yJgf/+unHMbXTzmMDxy/N1CuqMU3E4nP1DZtGQGqm5bEcagephhO1MJrqAGc+aFDufirr624rb+n/PbeT9R23m56Tech7UVDH0VERESk5epdRy3ogL3mj+oxX33ozuw4fyrgDqGcMbWXx55dD8QnZKUEzrt5+3lTeHb15optNm4ZBmBaf09N5+E4TlXjj/C8uZ6u6vpKd1eW7tDts6aW397vuv0M7FMvMn1Kbech7UWJmoiIiIi0XJ0jH6u87Zg9MDvVNwfr429ZEnse4YTMV0rgvDu+9Ykj+acv/r5im42hitreu87h/uVrYs+jWKxO1PzFrbefN5VnV2+quaPljCnlBO/Db1jMKw7ckQXzpta0r7QXJWoiIiIi0nK1JiJx3vXqvcblPHKlxaejuz6GK23TBqqrVZv8itpAD1eccyL3PvYCp5/3l8THDa951tPlJlzf/sQRrNs0VNO5/+dnjmbt84+Wfu7uyrFnqFOkdA7NURMRERGRlhtjQW3c+JWyfKjr4yle9S1fqrTFn3G4ojZ/9gAAp560hF+c9Wrmzuyv2L7oOFWJml9RmzrQww7bVDY6ibPLghk1bSedQYmaiIiIiLRceY5aaxdp9hOwy//8GFA+r1nT3Fb7QyMFb7vyPuGFqDdtHSaXzZQ6NW4za4D/+8brOe6QnZkxtZf/+szRFfs4TvXi1OFmIjL5KFETERERkZYrdX1s7WmUEjN/8Wx/KKTfvn+512wkOFTz3a+pHHa5ccsI0wZ6KrYJNgeZOtDDvFkDpZ+LjlPVRGVKf20dI2XiUqImIiIiIi031jlq4yW89FnG+3nB3ClksxlWvOB2eMwGtwud+8Ytw6mJVkXFzKmeo6ZOjaJETURERERarpTrtLikFk4Y/aGQmUyGKX1dbNo6UrVdOMUcGi7Q35s8dDHYVj887BHc5QJkclPXRxERERFpuXapqIW7PAbPa0p/Nxu8jo4ViVro1ItFh1w2uR4SHArpONWPW8/Qx9PfdyBd4VKgdDwlaiIiIiLScpnSHLXWltSqK2rl7wf6ukut94O3hwti+UKxKvEK6+murKgFm6ic88kjyaXsH3ToPgtq3lY6h1JvEREREWm5ctfH1p5HLpyoBRKmqf3dpdb7wdu3DI5U7FMoOuRyKYlaV+UcNf/3X7TDDPaoc+FumZiUqImIiIhIy7XHwMfkoY+9PTkGh/JVtxdCjUCKRYeulKGP4Tlq/rppZ37okNGduEw4StREREREpOWSFpBupvBpBM+rK5ctJWXBfC7csTFfKJJNqaj1VsxRcygWHPbaeTazpvWN8sxlolGiJiIiIiKt1ybrqIUrasHCWHegYUdSRa1QdFLnmHWHmokUik7qvDaZXJSoiYiIiEjLtUtFLXwewYQsOO8s2GUxXyhW7FMsOqldGHsCQx/dRK1YVwMRmfiUqImIiIhIy5XXUWttTa2qopaJTs6C2+UL4YpaLV0fyxW1ouPUVIWTyUWJmoiIiIi0XLusoxY+jWDTj67A97mKRK2yopYvpCddwfb8jpeoaeijBClRExEREZGWy7TLHLVQpjZ1oLzwdHCOWkWilq9M1GqaoxZoz+8AxUL6ItkyuWjBaxERERFpuWybrKMWTtSmDfSUvs9VJGrxc9Q2bxlOnaMWfJh/PLQKgPlzBuo+X5m4lLaLiIiISOu1yai/8PDDqf3lilpXLrqxyEg4URvMpw5j3DqYT31smdyUqImIiIhIy2XbZOxjsNI1fUpPRRUtbuhjVMfKtKGPmwdH6t5HJhclaiIiIiIiHr+qtc3sAc773Csq7qtoJhJI2j54wuKq46QNfXzJLnMAOHK/7cvHVKImAUrURERERKTlSnPUWlxS88+jtzvLjKm9FfcF56UFk6rpU3oISxvGeMBe8/nV2a9l8W5zI48vomeDiIiIiLRcaeRjq5uJJCRYXV2BOWopidizqzelPtZAXzfdMfPeRFra9dEYMxX4GnASMBO4H/iKtfZ3Ney7CDgHeDluwnkz8Flr7QMR234COBVYCDwDnA9821pbDGzzZeDMiIdaaa3dtq5fTERERETq0q7rqAV1xyx4HeXRp9fV9Hhxi2iLtLqidhnwTuAM4HXAA8BlxpjXJu1kjNkGNzHbGXgv8A5gNvAnY8wOoW3PAL4DXAwcB/wQOBs3QYxyDHBo4L/EcxERERGRsWuTPC2yMYivt6e89lnaHLQPRMxbi5KLaVAi0rKKmpeMvQp4k7X2Mu+2G4FdcStlVyfs/llgFnCAtfY5b9/bgMeBLwAne7fN8X7+nrX2S96+NxljpgCfM8Z8z1r7TOjYd1hr143DrygiIiIiHSapqtXbXX7rnJRU/fTM45g9va+mxwvmhaqoSVArK2pvBNYDl/s3WGsd4KfAnsaYl6Tse62fpHn7rgGuAN4U2O7VQJ93zKCf4CapJ4zh/EVERERknDktnqSWtPB2sKKWlFQN9I6uFtKdUqWTyaWVz4bFwAPBeWKeewL3VzHG9AOLgPsi7r4H2MYbGukfw8Gd+1ZirX0E2BrzGA8aYwrGmOeNMRcEjiUiIiIiDZIpdX1ssYSiVjBRyyUkVcHt0h+u/IBpwyllcmnls2EOsDbi9rWB+6PMwv0nVMu+c4At1tqhiG1fDD3GY8DpwPtx56mdB7wduN0YMyvmXERERERkHLTLoL+k8+jtDiRqMRW1r518WH2NUQKbBtdpE2lp10eSPzRJ+0Cl1n1r2s5a+/PQfTcYY24H/gh8HPhqyvlUue++qKJffZYtWzbmY0x0ilE6xSidYpROMUqm+KRTjNJN5hitXDcCwNatWxPj0OgYrVrvnsfg4GDVYz23drj0/d1331XRWt+3+vnHWLb+yZofb/lTW0rfr1zxHMuWpbf1TzOZn0e16oQYtTJRW0N01Wy29zWqYgZuJcypcd81wBRjTG9EVW1WwmMAYK291hjzPG73x7otXryY3t7e9A1jLFu2jKVLl456/8lAMUqnGKVTjNIpRskUn3SKUbrJHqMnV2yAq1fS19cfG4dmxOipFRvgqpX09fVVPdaMp9fBH1YBcODSl1YOf7zQ7U+335IlNTcSARjqfg5ucd+SLtxpR5Yu3W1M5z/Zn0e1aJcYDQ0NJRZ2WllfvR/YyxgTPod9vK+RZ22t3QosJ3p+2T7AamvtqsBjZIC9gxsZY3YD+uMeIyQLhOfRiYiIiEhDtHyWWqyF201jzow+DluyIHaOWlJ7/zSaoyZBrXw2XIa7yPXxodvfA9iohatD+x5jjCktRG2Mme0d69LAdr8HhoB3h/Z/L5DH7RIZyxhzLDAfuD1pOxEREREZm3aZo5akuyvHT750HJ9/z4EJ29T39nrvXcuDxJSoSVArhz5eDdwI/NBb7+xx3ATqcOBEfyNjzE3AUdba4L/fb+MmX1cbY87CTbrO8L6WFrK21q4xxnwd+KIxZr33eIcC/w8411r7dOBx7gR+BlhgBHgZ7nptjwL/Pa6/uYiIiIi0pboagUToq7M1/4ypvey3+zzuemS1EjWp0LJng7dm2huAi3GTq98D++IugJ1Y6bLWrgSOAJ4Gfg78ClgHHGmtfSq0+VdwE6534jYG+ShwJm6yFvQQcApwCXAVbmXvB8DBWgBbREREpDlavIzamCUthB3H8YZ7quujBLW066O1dgNwqvdf3DZHx9z+CIHKW8L+DnCu91/Sdu9IO5aIiIiINEYmYaHpZvJb8G83d0rTHtP/nbsiukjK5NXq9vwiIiIiIm1jm9kDfPEDB1fMHWsWDX2UICVqIiIiItJGWj/28aC9t03faBxNm9IDwOBwoamPK+1NiZqIiIiItNwYe3i03OfefQAj+dElWvNnDQCwYXN42V+ZzJSoiYiIiEjbaPUctdE6Yr/tR73v247Zg61DeV514E7jeEbS6ZSoiYiIiEjLlZqJtPg8WmGgr5tT3rKk1achbUYzFkVERESk5Qb63PqBWTirxWci0h5UURMRERGRlps1rY9zP3UUO86f1upTEWkLStREREREpC0s2mFmq09BpG1o6KOIiIiIiEibUaImIiIiIiLSZpSoiYiIiIiItBklaiIiIiIiIm1GiZqIiIiIiEibUaImIiIiIiLSZpSoiYiIiIiItBklaiIiIiIiIm1GiZqIiIiIiEibUaImIiIiIiLSZpSoiYiIiIiItBklaiIiIiIiIm1GiZqIiIiIiEibUaImIiIiIiLSZpSoiYiIiIiItBklaiIiIiIiIm1GiZqIiIiIiEibUaImIiIiIiLSZpSoiYiIiIiItBklaiIiIiIiIm1GiZqIiIiIiEibUaImIiIiIiLSZpSoiYiIiIiItBklaiIiIiIiIm1GiZqIiIiIiEibUaImIiIiIiLSZrpafQITVA5geHh4zAcaGhoa8zEmOsUonWKUTjFKpxglU3zSKUbpFKN0ilE6xShdO8QokCvkou7POI7TvLOZJJYtW3Y4cHOrz0NERERERNreEUuXLr0lfKMqao3xd+AI4Hmg0OJzERERERGR9pMDtsPNHaqooiYiIiIiItJm1ExERERERESkzShRExERERERaTNK1ERERERERNqMEjUREREREZE2o0RNRERERESkzShRExERERERaTNK1ERERERERNqMErUWMMZooXEZM2OM/v0mMMZMMcYMtPo82p0xJtPqc2h3ilEyXdNkPOialkzXtNpMtNdr/aNoMmPMF4CvG2Pmez9PqCfUWBlj3mGMOckYc7hekKIZY5YaY7YDprf6XNqVMeZM4GbgbXoeRTPGvM4YszcwL3CbXo8CFKN0uqYl0zUtna5p6XRNSzdRX68zjuO0+hwmDWPMx4DzgGeA06y1l7f4lNqGMeZtwL8DDu6L9SzgHOAMa+1QK8+tXRhj3gmcAeSBXYBHgJOBv1pr9Q8ZMMYcBfwYGAR+AywDrrLW5lt6Ym3EGHMS8J/ACDAD2AB8HrjEWjtsjMlM9ueTYlQbXdPi6ZqWTte0dLqmpZvor9eqqDVBoJxfAP4ODAAfMsYs9O7v+Ix/NPzf2xjzHtwL2M+A1wEvxX1B+hBwcMtOsE0YY7YxxvwQ+CZuXP4V+CLuxf87wB4tPL22YYzpAT4FXAu8FjjbWnu5LmhlxpiDcP+t/RD339rrgYdwn0ef9zablK9HPsUona5p0XRNq42uabXRNS3dZHi9VqLWBNbaovftvsATwCdxn1DHGmOynZzpj4W11jHGdAMfAO4CvgE8aq19Ejgb95ORza07w9YzxuSAU4ClwGnAv1lrr7TWfgf4LO5Ff2ELT7GdHA8cCfzCWvuEtXbIGNNvjJmvOTQl78L9ZPa7wP3W2puB9wC3AF82xhxorS1O1jfaHsUoha5p0XRNS6drWl10TUs34V+vlag1QeDTx/XAVtxPkO4GPgYsbtV5tYndgT2B5621W6y1w97tewPXA4+17MzagLW2AHQBt1hrLw3EB+Ap3BeoPVtycm0i8AK8M7DGe6HGGPNl4F7cTyN/Z4w5oSUn2AYCMdoWWGWtXe1dvLqstc8D/wE8DPw3uG84W3SqLaMY1U7XtES6piXQNS2drmnpJtPrtRK1cWSMWWiMmRVxl/8EWQTkvPHppwP7A29u1vm1WlR8rLUPAKuAI4wx7zfGTPfG9v8X7gX/FmPMN4wx+7TglJvO/5Qs9OnPmdbaU/3bA/cNAn3Afc09y9YKxyjwAjwVKBhjDjbG/Bx4P/BL4BpgP+BiY8wbvH1zTT7tpjLGzAw+hwIx6gamGWMWeT/7lZFbgf8FDvD+/U34Dmzh1yPFqJquacl0TUuna1o6XdPSTeZrWkeedLsxxuxpjLkeuBr4uzHmPGOMCWzivxDlgWe97/8A/Br4gDHmE8aY3xtjdmv+2TdeDfH5Z+B54Ku48x1+AfwA+Bfg98BHcMcfT1jGmD2MMf8LvBoqP/3xPoHEnxAbuO8g3OfUE51c1q9VXIwCL7734w6ZeR3uG8b3AWdZa/8FeANggXO9fQtNPPWm8f6tXQz8FrjNGHOGMWaHwCaX475Z3BfcIWzeULUi7mvSXcDH/fuaee7NUsPr0RUoRrqmJdA1LZ2uael0TUuna5oStTEzxhyO+8K7DvdF+Q+4kz7/YIw5GNwnh/cPcFtgWuCF6Tzvtm/jjl3fNNFenFLicwiAtfYG3LHYxwJbgPfidsb6hfeC9J/AS40x/9T836CxjDFZY8xHgNtxJ5q/1bhtiqsEXsT9T85eBiwHnu7ksn6atBgFXnyvwh1WdAbusKMb/fustX8DLgF2MBNwuIgxJmfc9s1/x31dvxXYCHwJOD+w6RXA48B7jDHbeLc5UKoE3AlsO4HfYKe+HgH/BzyJYrQOXdOq6JqWTNe0dLqmpdM1rUyJ2igFLj5vwH3ynGKtvcgr578Nt8vMN40xS7ztu4Fe3CcdxpizcF/g1+J2zjrPWrtiorw41RGf/QCstZtwS/nbAtdba0dMebLsZbjP1Ym4dshJuBf7G3BffN4OvDylRO+/iB8N/NFaO+LfYYyZbSbeJOPEGIWGzXzH+36hMWa2d3+Pd9t1uM+jjU0676bwXls+CrwF95P891trT7fWHoM79OPlxpijvc1fxP0E9njgtcaYHq8Bgh+j63E/wX2heb9B49XxerSvtXY97sR0xUjXtBJd02qma1o6XdMS6JpWSYnaKHlPhAHgKOBOa+3KwH1/xS21HgG8yxgz1Xvh6QU+aIx5GHetkDO8/Z8DPtbJGX9YjfE5HHinKS/euD/uC/Zsb7u894/tONx/jHc17zdomrW44/E/B3wCd6Lwx4HY54IX2z2AXXE/2fXbHZ+FWw1Y2uiTbrLEGPlvBL2vl+N+wrYI9+KHdddR6QJegftivaLJ599oU4FDcLtc/cZauzlwob8Cd85HD5Q+qf0l8CfcTyaP8W4f9i6OR+I1O5hIlZA6Xo/ebYzpAy7AXVxWMULXNNA1rQ66pqXTNS2ZrmkBStRGyRtbvQXYBOzg3dYVuO8q3E/N3gMs9e57GPcf4nW4F7zvWmsfwl0DYifKE7Q7Xp3xOdTb7UpgG+BUY8wSY8wuuJ+ofAi3xD/hJhhba6+11r7CWrvce+NzNm48TvTeMMZ5JTAMPG+MeTvuC9o/Az/z3jRMGLXEyP8k0lr7AnAq7mT+rxhjPuJ98vZW3JbQl+AuqjphWGtfBP7DWnuyVw0KGsJ9o1gIbf8BYArw38aY9xljDsStFLwa+KW1dt1EqYRAXa9H7wUO8bZ9P4qRrmkeXdNqo2taOl3TkumaVkmJ2ih5nwDlgNuAlxljjPdpWY7y4nqfA+YCr7LuAoX/gTuW/bPW5T/Rvm+t3claO2Ha9tYZnyO9F6WbcUvYJ+N+OnIp8D/Axdbaj1lrB5v9ezSLKY/RvxJ30uwpeJNjQ9v5/2YPBDbgPqd+CVxhrZ1hrf1x48+2NZJi5H2qhjEmZ619Gnco0h9w58z8DPgecJG19uN2Ai4Waq29CyqeH/6/sX1x26eXXlu8GD2JG6PbcZsaXILb7OAia+3ZTTrtpqnj9WgO7rCaPmvtEyhGuqZ5dE2rj65p6XRNi6drWlnGcToywWwbxm2N+n3cF5UPB27PeC/slwK7WGv3929r1bm2Qo3x2dla+9LAfW/EfcPUi1v2XskkYow5APei/iPcNsZrI7ZZjrvGym+AT1trn2nqSbZYXIzC/8aM27J3AfCQtXZ1S062hYwxPwZeAhwWdzE3xuwJbA/cM9FjVOPr0UJr7dLQfoqRrmmArmmjoWtaOl3TajMZr2lK1CIYY3bGXZBxnVd2jtrGf1HuAS7CLVu/01p7ozGm2ytnY9wFCj8G7G/dRfg6nuKTrpYYpez/bdwWzidZa6/xPnnr9Ybe+Bf+1dbaW8bxtJuqkTEKPsc62VhiZIzpx/108RZr7ccDt+estYUJFKPDgNcD/26tXRezzWR/PVKMEig+6WqJUcr+k+Ga1rAYTabX64R9J8U1LUxDHwOMO3n1YuCPuJ1i7jXGvD9qW+8FO2utHcb9dG0TbktiQk+U3YHVQHicbcdRfNLVE6MU5+JONj/F+6TtVNxJ1QBYay/r1AtaM2LU6S/W4xSjPXA/ebzeO+YUY8xJwK+g82MEYIxZgDu87P/hdv2KNFlfj0AxSqP4pKs1RinOZYJe06DxMZpMr9cJJvw1LYoqah5jzCnAl3En9/4QdwLwCbjreuyc9smYMeafcSeEXonbdvVJYB/cccS/6fQxsopPurHGKOJ4nwa+ibtw6ra4i8m+CyoXD+0kilG6cfi35n/yfyrwDdwx/TO9Y74Gd56M3z2sI2PkM+66VRfjvjGeizsc5rka9vtnJvjrkU8xSqb4pBttjCKOM+Fer32KUbox/FubNNe0KKqoAcaY44HP4P7jeLu19pfW2u8AZwIjuO094/b1Y3gB8GHgVbiTja/Cnfj5DJWL83UcxSfdWGIUcaxe7wXtYNx/o/8AjLX2nba8sGzHUYzSjUeMAr/7Etw26acCf8FdgHgva+3bOjlG4F64vW+LwDTcLoOzcH/XpP0mxesRKEZpFJ90o41RxHEm5Os1KEa1GGuMJsM1LYkSNdeNuJ9a/Nxau8qUF1ecBqz07gcqnnBAuTOPtXaztfZC3Bftj+EOWXqDtfb40cy/aTOKT7pRxyjCUtx21wcCr7XWnmitXd6Ac242xSjduMTIGDMLdw7NbrjzAd5urT3KWvtow868iQIX5F2BB3BbeV8CnGa8BZlj9pssr0eKUQrFJ91oYxRhor5eK0Y1GI8YTfRrWpJJN/TRn3QY+Dnrv/CGtluA2wJ1DnAH7nox51trNzTtZFtA8UnX6Bh5n9i+21r70/E98+ZRjNI1MkbGmGm48x1ut9ZeMN7n3izhGAVu94fCvBa3XfVuwEtx53PchnsRr4rlRKQYJVN80jU6RhPx9Tpwu2LkaWSMJso1bTQmVaJmjPk47qKKeeBR3Dc7Twbuz1pri8aYfwJ+AdyFm/nvhTvk6BLgX627psWEo/ika3SMzARod60YpWtkjAIXxcjEr1NExOj71tqnQtt8GniTtfZw7xPXU4CvAG/C/fT1Dmvtb5p75s2jGCVTfNI1OkYT9PVaMQppZIwmyjVttCbF0EdjzGHGmPuAT+NOYpwDfB74sTFmd2+bjPfGKAusAd4LvNJa+wlr7THAF3AX09u/Jb9EAyk+6ZoVo05+sVaM0jUjRn58OvWClhCjnwRi1O1tvgmYaYzpt9a+iLtQ7hO4E9Y/DPQ0+fSbQjFKpvika1aMJujrtWLkaUaMOv2aNlYTPlEz7poN3wD+BhwHfMJa+0rgk8BhuB1jwk+EP1prf+49kXyXAEPAjk08/YZTfNIpRukUo3SKUbo6YuS3Yd4LeMRau9W4E/F/jRuXHuC/rDuHaEJRjJIpPukUo3SKUTrFqDkmfKKGO+mwD/hPa+2j1toh7/b/ATYD86Cik1PcpxvHecd5prGn23SKTzrFKJ1ilE4xSldrjPxPaNcAOxhjfg7citsR7C3Ab4EPG3fB8IlGMUqm+KRTjNIpRukUoyaYsIla4M3OD4B3WGvvCtyXAWYDGaAL4kuqxpguY8yhuEON/g+4poGn3TSKTzrFKJ1ilE4xSjeKGPmf0E7H7Za2O25c3mmt/R3wI9w1iA5txvk3g2KUTPFJpxilU4zSKUbNNWmaiZjQZE1jzK64Ex7faqMnL+6OuwL6UuA04B7gQ9baR5p0yk2l+KRTjNIpRukUo3RpMTLGdFlr88aYebjt0W+21j4T2H4aMN1a+2zTT75JFKNkik86xSidYpROMWqsrvRNJoaIIUSHAhtxFxWsYNx22CcDrwMKwKettT9u+Em2kOKTTjFKpxilU4zSpcXIWpv3vq42xlwc3t5au9HbfsJSjJIpPukUo3SKUTrFqLE6euijMabHpC+MG+flwGPAisDxMgDW2ueA84GPW2tf0qlvjBSfdIpROsUonWKUbrxj5It4k9CxFKNkik86xSidYpROMWofHTn00RjzLuA9gAO8AHzVWvtgxHZZwAmVZLtwx87eD9xkrf2I92Tc2Tvm1dbavzf+t2gcxSedYpROMUqnGKVrcIyustbe0fjforEUo2SKTzrFKJ1ilE4xaj8dVVEzxiw0xlwHfBt4GNgAvBU43xhjAttljLtCetG6i+Qt8G/3SrC74T5x/miMGQA+BdwBvAPY0tRfahwpPukUo3SKUTrFKF2TYrS1qb/UOFOMkik+6RSjdIpROsWofXXaHLWTganAicCd1tphY8ybcdcV6vc38jL8gjFmW+BnwN7GmMW2vBbRobifFCwC/oS7tsMZ1tpzm/abNIbik04xSqcYpVOM0ilG6RSjZIpPOsUonWKUTjFqUx1TUTPGLATeBTxmrf0rkPfuWoG7+Gs+tP23cNdoyAD/ZK190fskIAscjtsK9OvA3cDsTn8SKT7pFKN0ilE6xSidYpROMUqm+KRTjNIpRukUo/bW9hU1U277uRWYgZvJT7XWbvI2eStwCzDHy/BXAtOAmcAHgYustYNQ+iTAMca8CPweONVa+3hTf6FxpvikU4zSKUbpFKN0ilE6xSiZ4pNOMUqnGKVTjDpD2zUTMcbsBbwaeB643Vr7ROC+/wI+DNwOXAx8FNgDt7vMLsBa4DvW2nONMT3W2uHQsXPW2oLx1nRoyi80zhSfdIpROsUonWKUTjFKpxglU3zSKUbpFKN0ilFnaptEzRjTDfwH8CHgIdwFXlcCP7bWnultkwVOARYCJwBPAJ+l3AL0amAe8BY7wTrLKD7pFKN0ilE6xSidYpROMUqm+KRTjNIpRukUo87WTnPU3o6b6b8FOBb3iXQD8EVjzGnGmGnW7TLzPeD/gLm4ExTvBdZYa1cD3wB2AvZuyW/QWIpPOsUonWKUTjFKpxilU4ySKT7pFKN0ilE6xaiDtXyOmpfFZ3EnMj4P3Git3QKsNsZ8Hncth7OA5cBV3m7HAU/hfjKAtw3e/tDhba2DFJ90ilE6xSidYpROMUqnGCVTfNIpRukUo3SK0cTQ8oqal8XncUuq1lq7xRjT4923AvgCsBn4mDFmZ2+3tcASYD9vO8cYMxd3TO3fcT8pmBAUn3SKUTrFKJ1ilE4xSqcYJVN80ilG6RSjdIrRxNDyRA3AGNMHPAgcY4zJWnf9hiyAtfY54KvAa4D9vV1uBizwA2PMd4wxpwC/Bl4JnGutXdP0X6KBFJ90ilE6xSidYpROMUqnGCVTfNIpRukUo3SKUedri0TNuu09H8BdbO89EZtcCjwKnOT9/ADwAdy1HU7AzfSfBfa31l7U8BNuMsUnnWKUTjFKpxilU4zSKUbJFJ90ilE6xSidYtT52qnr427A9biZ/7uttatNud1nP3AO8CZgkbV2s7fPVKAX6LPWPtuqc28GxSedYpROMUqnGKVTjNIpRskUn3SKUTrFKJ1i1NnaoqIGYK19FPg5cBBuBg/eJEZr7VZgEFgP9BpjMt7tm6y1aybDk0jxSacYpVOM0ilG6RSjdIpRMsUnnWKUTjFKpxh1trZJ1DxfB+4CPmmMOc5aW4RSZr8Hbhea9dZdAX0yUnzSKUbpFKN0ilE6xSidYpRM8UmnGKVTjNIpRh2qbYY++owxR+BObtwX+B/gH8DhuO1FP2KtvbSFp9dyik86xSidYpROMUqnGKVTjJIpPukUo3SKUTrFqDO1XaIGYIzZHjf7PwIYwS3Lftpae11LT6xNKD7pFKN0ilE6xSidYpROMUqm+KRTjNIpRukUo87TlokagDdOthfYxVr7YKvPp90oPukUo3SKUTrFKJ1ilE4xSqb4pFOM0ilG6RSjztLV6hNIkLFuW1E9iaIpPukUo3SKUTrFKJ1ilE4xSqb4pFOM0ilG6RSjDtK2FTUREREREZHJqt26PoqIiIiIiEx6StRERERERETajBI1ERERERGRNqNETUREREREpM0oURMREREREWkzStRERERERETajBI1ERGRUTDGHG2McYwx72v1uYiIyMTTzgtei4iItJwxZj/gDcBPrLVPtPRkRERk0lCiJiIikmw/4EzgJuCJwO1/BvqBkaafkYiITHhK1EREREbBWlsEBlt9HiIiMjFlHMdp9TmIiIi0JWPMl3GraWE/BX4C3Ai831r7E2/7o/3bgAHgk8BC4BHg89baq4wx+wDfAl6GW437JfAZa21FZc4YszvwJeBVwBzgOeAS4MvW2s3j+GuKiEgbUkVNREQk3qXAdsBHgK8BD3q3Pwb0Juz3cWAW8APcqtsngN8aY04CLgAuAn4LHAucBqwCvurvbIxZCtwArAPOB54FlnjHOcwYc1Q4sRMRkYlFiZqIiEgMa+09xpjbcBO1a621N/n3edWzOAuAl1hr13vb3gDcjZv4vcVae6m33feNMctwE7uvBvb/EfA8cKC1dmPgMa/3jvFO3IqeiIhMUGrPLyIiMv5+4idp4CZ8wAbguUCS5rsF2NYYMxXAGxq5L3Ah0GuMmev/5227GbcSJyIiE5gSNRERkfG3POK2F4HHY24Hdx4awF7e17OA1aH/VgFTgPnjdqYiItKWNPRRRERk/BXqvB0gE/p6DvCHmG1fjLldREQmCCVqIiIiyZrdHvkR72vBWntdkx9bRETahIY+ioiIJNvkfZ3dpMe7E7gP+JgxZtfwncaYLmNMs85FRERaRBU1ERGRZH8HisAXjDGzcJt5RM01GxfWWscY827c9vz3GGN+BNyPuy7bbsCbgH9FXR9FRCY0VdREREQSWGufAj4A9AP/g7sG2skNfsy7gP2BXwAnAP8FnAEcgpugXd/IxxcRkdbLOE6zh96LiIiIiIhIElXURERERERE2owSNRERERERkTajRE1ERERERKTNKFETERERERFpM0rURERERERE2owSNRERERERkTajRE1ERERERKTNKFETERERERFpM0rURERERERE2owSNRERERERkTbz/wE00Own0tM5FwAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 1008x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1008x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#check the T, q time series at 30, 122 and 396 m\n",
    "simulated_WLEF_ds.theta.sel(zu_3d=30,x=6075,y=6183).resample(time = '1min').mean().plot(figsize = (14,12))\n",
    "simulated_WLEF_ds.theta.sel(zu_3d=102,x=6075,y=6183).resample(time = '1min').mean().plot(figsize = (14,12))\n",
    "\n",
    "simulated_WLEF_ds.q.sel(zu_3d=30,x=6075,y=6183).resample(time = '1min').mean().plot(figsize = (14,12))\n",
    "simulated_WLEF_ds.q.sel(zu_3d=102,x=6075,y=6183).resample(time = '1min').mean().plot(figsize = (14,12))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "6e636f72",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Plotting wind data\n",
    "#have to extrapolate u, v to w grid.\n",
    "\n",
    "#read in variables to data arrays, renaming the coords for theta and q to interpolate\n",
    "w = simulated_WLEF_ds.w.sel(zw_3d=32,x=6075,y=6183).resample(time = '1min').mean()\n",
    "u_interpolated = simulated_WLEF_ds.u.sel(zu_3d=30,xu=6072,y=6183).resample(time = '1min').mean().rename({'zu_3d': 'zw_3d'}).interp_like(w)\n",
    "v_interpolated = simulated_WLEF_ds.v.sel(zu_3d=30,x=6075,yv=6180).resample(time = '1min').mean().rename({'zu_3d': 'zw_3d'}).interp_like(w)\n",
    "wind = np.sqrt(w**2 + u_interpolated**2 + v_interpolated**2 )\n",
    "#change the time coordinate to datetime format , starting at 2019-09-24\n",
    "#if you find a timedelta, datatype, just add the date to it and then continue using it. \n",
    "#https://stackoverflow.com/questions/62572678/xarray-coords-conversion-to-datetime64\n",
    "#https://stackoverflow.com/questions/17978092/combine-date-and-time-columns-using-python-pandas/50352414#50352414\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "55838ebd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x7f21b84c9990>]"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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PkB+/sCcVsg3DuNbSBL0cwoz1xRCT7zt0EUZe5R4n5dsAPqfr+jII07x/APCA2zw0Cl3Xj4C6T9QBwzAmY47J4x1NyvsBrPRr/wzDeEwXiY1jTYqtoAzXAHiv5Qe3Fq1n4wp4/WrcuO/HIwi+oy+F0Ij9HaKFiW0INyM+DiF9khvDMBq6rv8fhMb7uRCBWrIQZbKt+o7uRitohgwVjW2adz3sHf2GruvXQgQJeR6EJvrtuq7/1DCMv1FoCyE9A4UoQgpE1/UFEH5QewB8BcLp/qMQ9ukqXIN8faLswAgB/wDXtrhoWfdbfy9CcLX+GRCDdZgG7Q0QQqGyFsqFbeZiT6R2AxgFsEBidhLAWhH2R2GzhdkRIzpB5f0Qk7mnoWV2A11EkzsfwqRQBdvsy29W2AlWQwS62BTi85KkHEAIkrG/QxyWb9IVEH5YGkQEv/dACN9XZS1fwvch3ss3QfiknIigX08U9yNfn6j7IHwUs7yjSTkOXnNLN31Qnyu4n++1EOZ6JoABxXd0P4LvqH3Nf4wxH7sfwOt1XT/BbXqo6/oJEP5S16W4hk6zGsKs8h6FBTIzppw83nUAgCHC7n8HIoR8FVbwC13XLzMM4/7oswnpHSqdbgAhPc43ISZYf2cYxqcgJoHv03X9BYrnXwKxMqvy74cK5d0OYCOAV+i67qza6ro+F0LAGYUr6p6u60t0XT/L8m0AABiGsQbCd+I1ukjSaR97LITfzy1GeHjzf4LwG5JGGNN1fa4lmPi3X2CVvcIOUGCZd/0fgKfpuv5XIeWFmeAl5acQk5R3+ra/GcJ/4v9cdc61HNb9balC+MYBwl+r09h5cD5ltc2D5N4dgnxi+TMIP4mP6roe8A3SdX2hLkKGR6LrelXX9UXubYZhmBDaIYTUnRnLr+aXEKv9dujpyHD1Pl4P9Xf0RoXyfgnhB/N37ufICuDxFwBWW++gs916R6P8EON4QhSlP8O9Udf1iyAm8fe7th1h+RfCd+zREO/oIVhaDctk+DcQwTueITlHszR5efBj6+87fdvt7+53dLGu6wENv9UPvgmSSJwd4ocQ8zSpUK/rutsEzxayZO9J0nddiq7rc/zPmaUNfzSibiV0Xe+3nuMTfdsXWtuX+Lbn8dwTkglqoggpCF1E5vsbAJ8yDMNOPvkWCG3GFbqun+f2S5KRt0+UZa7yLxB+Jnfruv41CKHmHyHCFL/J8nWweTuAjyC4gv4OCN+FO3Rdt31J/h/EgH8JJOi6/nSIwBo/8zmEuzkDwA26iBi1Gq3ofP8EYYbyFt/xH4Two/iZ5TN1j3U9J0GYhI0gh+h8llnTVyHMVq6BmBieDRE04Q/wTrrPAPAHXdd/DsCACKJwHEQAAx3ADwzDuAMdxjCM+3WRT+ajAB7WRbS0bRChnpdB3D/3RPMeAC/Wdf29EElVTcMwfmIYxhbrmfoOgBW6iOK3EcJn7UkQE/9z0DLHDGM+gO2W389DENqWUyBCYe+HeGZj0XX9UljPrGEY31c5ByLAxF9DBEH4gTsoRxx5+0RZvjHvgliAucfyNRqAuA8DEO+km09DRPB7AVyR9XSRb+q51lc7Oe7bdZF8FoZhfMJVxkcgQmP/XhdJc1dDPMf/AvE+udMxvB7AO3UR6GK9tf9Mqw2LAfyz4U218C8QKR1u13X9hxC/bQUiqubFEILCpUo3JwLDMH6t6/qvIKJBLoRYDLoIQii6wjCMO12HPw/AN3VdvxpCWzYG8az9PYS276NGPqkRMmEYxs91Xf8exO92IURurT0QbbwIIqDHqdaxe3VdXwPgb3RdXwuhsR83DOP6FO96GGdC9G2/gDAj3A/RD/4LxLOg1K/prTx37iTnx0H4+f0BIly6zasgApP4LS2kzz0h7YRCFCEFoOv6WRBhn++CmKAAAAzDGNV1/W8hNELfg0hY2FYMw7hB1/UXWe36IIQ/x0MAXmkYhtJE1TCMu3SR4PET1j8T4lpfE+FLohJQYgeEOc8L0Ip6th1CE/Rpw5W02GrHAV3XnwUhuP01xKSsDuFXcmdMXUl5J4Qg8BYIf4A9EMEIPuwLerAFQtP2bIgJwHyIqHMPAfg4kmk5CsUwjI/puj4CIQy+EyKvzS6ICdI7fIf/K0Qepw+iFUHuJ1Y539NFgIZ3AXgrgEUQ98eAyEkTmnjZxQREtMEXQfhCzYP47a+D+O39iWDDsNsW6wPj4haIyfTpyMFXLSuGYXxL1/U9EGaMH4fQjNwN4HUJhLYXwtX3WLgXOBwhyjCM63RdfwmE79E/QUTI2w+hOfu4YRgPu867AyLf0SsgEucOQEzYbwLwJcMwPAltDZGnaRmA90K8n38HES1vM4Rg/DPF61HhNQD+y6rj7yGegQ9DmIS6eQxCILH7mTkQeZvuh0hWHZXjrq0YhvFPuq7filZ6ggGI9+lB67ub10OEOf8UxDVthLX4kPBdD2MzRA6tF0AsjgxC3ONvA/hvQz0h9HyIMSPMh5KQrkAzzSgzWkIIIZ1A1/XbIFaZL4TQ+kRqLWcTltlfH4QP03GGYZzs2vcgRFJbVV9C+7zHAVQNwzgrx6aSHkbX9Q0QQsTFABo5RdzsCXQRREiDEPbWGYbxfGt7BUJ4+7XRhnxwhBQJNVGEEFJeToAIoNEA+2s396CVlNYxu7J8O54M4OlJCtN1/YUQJodSU1RCIngmxDu6FkKTSQRb0Qo5747OuQxCS6YaXImQ0sJBmRBCyok70XLuOZK6nH+EMEcCXCGyDcPYBfVw47bwdBqEWdRuCLMkQlRxJ1pWNWWbLbwMrXfR0dBZ0fsYDIL0BDTnI4QQMiuxTCafDRGd7t/KEPCDEEJId0AhihBCCCGEEEISMCvN+UZGRgYhogttR3RGcUIIIYQQQsjspAqRDuD+ZcuWTbt3zEohCkKAotkGIYQQQgghJI7nQKROcZitQtR2ADjzzDMxMKCSX07O8uXLsXTp0twa1YvwHsXDexQN7088vEfx8B7Fw3sUD+9RPLxH0fD+xFOmezQzM4NVq1YBkrxms1WIagDAwMAABgcH446NJOv5swHeo3h4j6Lh/YmH9yge3qN4eI/i4T2Kh/coGt6feEp4jwLuP5VOtIIQQgghhBBCuhUKUYQQQgghhBCSAApRhBBCCCGEEJIAClGEEEIIIYQQkgAKUYQQQgghhBCSAApRhBBCCCGEEJIAClGEEEIIIYQQkgAKUYQQQgghhBCSAApRhBBCCCGEEJIAClGEEEIIIYQQkgAKUYQQQgghhBCSAApRhBBCCCGEEJIAClGEEEIIIYQQkgAKUYQQQgghhBCSAApRhBBCCCGEEJIAClGEEEIIIYQQkgAKUYQQQgghhBCSAApRhBBCCCGEEJIAClGEEEIIIYQQkgAKUYQQQgghhBCSAApRhBBCCCGEEJIAClGEEEIIIYQQkgAKUYQQQgghhBCSAApRhBBCCCGEEJIAClGEEEIIIYQQkgAKUYQQkgHTNDExVet0MwghhBDSRihEEUJIBq6/cx1e+8HfYMfe8U43hRBCCCFtgkIUIaSnqdUbeMUl1+LqW1YXUv69y3cAAHbunSikfEIIIYSUDwpRhJCeZmKqDgC4+tZihChCCCGEzD4oRBFCeppqRQMANJtmh1tCCCGEkF6BQhQhpKep2EKUWbAQpRVbPCGEEELKA4UoQkhPo2lCumk0O9wQQgghhPQMFKIIIbMCsyBNVNEKLkIIIYSUDwpRhJBZAX2iCCGEEJIXFKIIIbOCwn2iCCGEEDJroBBFCJkVFCVDmRAFawwsQQghhMwaKEQRQgghhBBCSAIoRBFCepqiAkoQQgghZPZCIYoQQnJAY6IoQgghZNZAIYoQQgghhBBCEkAhihBCMkBrQUIIIWT2QSGKEELygNZ8hBBCyKyBQhQhhBBCCCGEJIBCFCGEEEIIIYQkgEIUIYQQQgghhCSAQhQhhBBCCCGEJIBCFCGEEEIIIYQkgEIUIaSnaVcIcgbnI4QQQmYPFKIIIYQQQgghJAEUogghJAMms+0SQgghsw4KUYQQQgghhBCSAApRhBBCCCGEEJIAClGEkJ6maGM725pP0xhaghBCCJktUIgihBBCCCGEkARQiCKEEEIIIYSQBFCIIoQQQgghhJAEUIgihBBCCCGEkARQiCKE9DbM40QIIYSQnOnrdAOSoOv68wHcGrL7bMMwVraxOYQQ4sDgfIQQQsjsoauEKBfvBXC7b9uGDrSDEEIIIYQQMsvoViFqlWEY93S6EYQQQgghhJDZB32iCCEkAyZ9rgghhJBZR7dqor6p6/rPAYwDuAPARwzDGOlwmwghJYQiDiGEEELypts0UQcAfBHAWwC8AMC7AZwD4I+6rj+9g+0ihBBCCCGEzBK0bjdF0XX9aADLATxsGMaLVc4ZGRk5GcD6IttFCCkHE9NNfPbqbQCAS193fO7lf+fGXdiydwb/9JIjcOIRg7mXTwghhJCOc8qyZcs2uDd0qzmfg2EYO3Rd/x2AVyY9d+nSpRgcTD/pGRkZwbJly1KfPxvgPYqH9yiarPdnbGIGsISoIu7zj/94O7B3BmfpZ+HsUw7LvXwV+AzFw3sUD+9RPLxH8fAeRcP7E0+Z7tH09DSWL18u3ddt5nxhVEDXB0IIIYQQQkgb6HohyjLnewkAhjwnhATocotlQgghhJSQrjLn03X9/wCsA/AggP0AzoJIvDsM4P0dbBohhBBCCCFkltBVQhSAxwD8DYD/B2AugL0AbgPwCcMw5AaLhBBSJJamS9M62wxCCCGEtI+uEqIMw/gMgM90uh2EEEIIIYSQ2UvX+0QRQgghhBBCSDuhEEUI6WnalguP5nyEkC7HNE1s3HGw080gpCugEEUIIYQQQnD9Hevw9s/diifW7+10UwgpPRSiCCGzhiK0UiZT1BFCeoTVW0YBADv2TnS2IYR0ARSiCCGzhmaTAg8hhMTDvpKQOChEEUJmDc0C/aPoEkUIIYTMHihEEUJmDQ1qogghhBCSAxSiCCGzhiLM+doV/I8QQoqGGnVC1KEQRQiZNRSpiKIsRQjpFbg4REg8FKIIIbOGtuWMIoQQQkhPQyGKEDJrKEKGolhGCCGEzD4oRBFCehq34FSoJorSFCGky9E0ekURogqFKEIIIYQQQghJAIUoQsisoVBFFDVRhBBCyKyBQhQhZNZg0uaOEEJi4aIQIfFQiCKEzB6KmBhwtkEIIYTMOihEEUJ6Grf2qUhxh1ouQgghZPZAIYoQMmtgnihCCCGE5AGFKELIrIGBJQghRAV2aITEQSGKEDJroKBDCCGEkDygEEUImTXQb4kQQggheUAhihDS25ghnwsonhBCuhlN63QLCOkeKEQRQmYNFHgIISQemj4TEg+FKELIrKHI6HyM/EcI6XY0UBVFiCoUogghJAOUnQghhJDZB4UoQsisodAQ58UVTQghbYX9GSHxUIgihPQ03rgSnBoQQgghJDsUogghs4ciZCjKZYQQQsisg0IUIWTWUKi8Q2GKENLlMMQ5IepQiCKEzBqaTUo6hBASR7sC5pimiZlaoz2VEZIzFKIIISQH6G9FCCHJuPb2dfjL9/0K+w9OdbophCSGQhQhpKdx529iLidCCCkPf3hoCwBg9+hkh1tCSHIoRBFCZg3FxJWgYEYIIYTMNihEEUJmD0XmiaIsRQghhMwaKEQRQnqCWj3eOZlyDiGEEELygEIUIaTruf2hLXj1e3+FTTsORh5XqE8UJTRCSM/ADo2QOChEEUK6nnuX7wAArN8WLUQVAc34CCG9gsZEUYQoQyGKEDJrKFYRlbzwQ5M1rNy4r4DWEEIIIaRIKEQRQmYNZQtx/uFv3oV3f/mO0rWLEEIIIdFQiCKE9Bw/v2U11m09ENguE1XGJmZw/xM7im+UhNWbRztSLyGERMF1HULioRBFCOkZ7HH/B79+Au/4/G3B/ZKZwSe+ey8+dvm9GJuYyVY3Jx2EEELIrIFCFCGk+4nwhXYLNzJBZ9vucQBAvdHMuVHqUAAjhBBCugsKUYQQAmSO6Es5iBDS7TA4HyHqUIgihHQ/ihKMNIADJw2EEOKBi0KExEMhihDSM8TJQ0VMDPKIrMcJCyGEENJdUIgihPQUkUJNul2KFWctgBBCCCHdAoUoQkhP4Zeh4gJLlMKaj5ElCCGEkK6CQhQhpKeIEkfMAtVFRZZNCCGEkHJBIYoQ0ltEaHWo8CGEEEJIHlCIIoQQpA8QYZ+VRUCjbEcIKRVccSIkFgpRhJCeItKcTzIxYF4UQggRaG3uENn9km6GQhQhpGcwIQks4RKruLhKCCGEkDygEEUI6TEifKJKajhH4Y4QQgjpLihEEUK6H0WbELmwks2ghAIQIaTXaFe3xu6TdDMUogghPUWkUFPgiJ02MAUhhBBCug8KUYSQniJtnqjOykAUwAghsw8GliDdDIUoQkhPEdAIme59weOzB6OiAEQI6Q0o1BCiDoUoQkhvESHTRIc/L6xaQgjpKmidTEg8FKIIIbOHSAGrc7MGTlgIIYSQ7oJCFCGkp0jqE6W1dhZXMSGEEEJ6CgpRhJCewvaJkvk6RWl8KAMRQmY9dIoiRBkKUYSQnkZVOEobojwPUzwKcIQQQkh3QSGKENJT2EKNbEG1WaDzEfNEEUIIIbMHClGEkN4hTpCR7bbs/igDEUKIBTtEQmKhEEUI6Xo0l94pOox5RLLdjEZ1Wc6mFosQUgboEkWIOhSiCCFdjynLqCuJLEFRhRBCygcXkkg3QiGKENI7aJojKNkilHtwjhynsybb5RyAENIjsDsjJJ6+TjeAEELaR5Q5XzI++b17sXDeYD7CE2cshJASoMlyQ/RwvYRkgUIUIaSniMwFFbkvmSRzz/IdiY4nhBBCSO9Acz5CSE8RHTwiiL0Aml2jlL4AKqIIIYSQ7oJCFCGkJ5Fah1BaIYSQWNrt48nAEqQboRBFCOkpWmOxLDpfhJYq4yDOOQAhpNuhZxIh6lCIIoSUjl37JvCKS67FfU/k63cU6ROVa03J4CosIYQQ0l1QiCKElA5j434AwK0PbE58blJtk7PySjmGEELaCoPykW6GQhQhpHTUGk0AQF81RRcVnmu3UE0UZTBCSK8QtRiVaz3sOEkXQyGKEFI6GmmFKDN66I/cx9GcEEIIIYpQiCKElI66JURVq2q2HprLHdoWhjTnu+tAmaCUlz0JZTBCCCFk1kAhihBSOuoNIZGkMueLIFoTlWtVhBDSfdBHiRBlKEQRQkpHoyk0UVt2jWHN9qncyo30ieqgFEUBjhBSKtrUJzGwBOlmKEQRQkqHrYl6ZPUeXHHrnkTnOgKJYrZdLXRPMtrliE0IIb0CF5BIN0MhihBSOmyfqDSYEdH5ms2SJooihBBCSFdBIYoQUjqyCFH/9Infeb67NUS2hktGVk1SlhVVym+EkDKg0b6OEGUoRBFCSsHkdB2f+v592HtgEo0IYScLDYlwZs8ZaFZCCCGEEFX6Ot0AQggBgNsf2oK7H9uOecP9mDvcn7k82XpqrSDhDADVSYQQkhAqvkg3Q00UIaQktEbTtOZ8cXKMTBPlnNtJVRTVYISQEsEeiZB4KEQRQkqBe0UyrTmfWxaRrXBGCWecNBBCZjtUDBGiDoUoQggA4I+PbMOOveOdbgZME2gm1My0gkJIznNtqsl8ouxpQ0YpiiHOCSEkGVTCk26GPlGEEADAZ354P+YO9eEnn/yzjtSfxwro3gPexLwrN+zD7+/b5HyP0nB11Jqvc1UTQgghJAUUogghDuNT9Y7V7UTJg4mkIpWtTfrhb1Z4tr77f+/wHBdtzte5EOeEEFIm2tWfMbAE6WZozkcIKQliNM1r8Jb6RNUlQlQJQpxTACOEkCDX3LoGr7jk2k43gxApFKIIIbOGepPSCiGEdAvf+9XjnW4CIaFQiCKElAK35kgryMZDqomyiApxvnztHrzikmtx4NB0+PmZWkYIISWA5nWEKEMhihBSKkzTLCxnk8wnyp4zRNV4zW1rAADGxv35NwodzlFFCCEBytUnsY8kZYRCFCGkFOStfJIVF5nEV2GMnpiqRZzPQZ4QQgiZLVCIIoSUBCuwBHIy55OU0YjwiVKJznfZlQ+mbs66rQcwNjGT+nxCCJmtcI2KlBEKUYSQUqCp2NUVWG/WQTru9Hd8/ja8+8u3Z6uEEEIKRCupUxRlKFJGKEQRQkpFx1YcI+rNa2Kxdfd4LuUQQkgvQSGJdCMUogghpSDv9U9ZeVHOyVmT7QLAL/+wBp+74oHM5RBCCHFBez5SQihEEUJKFfnIhNkRg5LM5nwmcPl1j+P2h7a2vW5CCMmTsvVJJWsOIQAoRBFCfKzatB/b97Tf7MwJJpHTaCmLTSGfGLQCWhBCCCGEqNDX6QYQQjqPW7i45Esi+MH1l13c1jZkkaGyBfPLS3yiGEYIIUVQNs0YIQA1UYQQlGv63zHTwg7ehDz8sQghJCt55+tTJrYLZB9JygeFKEJIKcg/tK5qebY5X/gg3bGJBSGEdABqfgiJp6uFKF3XL9V13dR1/eFOt4WQrqZEI2ZeLVH3iYrfp0KJbiEhhHQVcf0n+1dSRrpWiNJ1/VwA7wWws9NtIYTkgBbyeTbACQIhpOR865eP4YEVnZlysYskZaQrhShd1ysALgfwHQArO9wcQrqeMgxQjuaoyOh8ksKdgBYZlzq5UkoI6WWuv2MdPvqdewopm36hpBvpSiEKwH8AOB7ABzvdEEJ6gTIIAJqCb1KRlOAWEELIrELVF7ZMuQwJsek6IUrX9VMBfAzA2w3DONjp9hBC8qXIsTKy7Iz1rty4L/W5nB4QQmYjyotm7CRJCemqPFG6rmsAvg3gRsMwfpm1vOXLl2du08jISOYyeh3eo3g6fY/qjeAI1e42rds0AQAYHR1Ffcq7vhPXlr179wa21ev1wLYDBw4EypqamgIArF6zBtWprdLyRw+Mxrblxns2hh7jXkWVnf/oo49i/nBVWq4qnX6GugHeo3h4j+Lp5Xu0c+coAGDLli0YGTkgPUbl+lXv0fi4SOy+cqWByX2Docc99PBDGOjrunX/UHr5GcqLbrhHXSVEAXgzgKcAOCePwpYuXYrBwfCXNo6RkREsW7Ysj6b0LLxH8ZThHs3UGsBPvQJEu9s01b8NuHMfFi1ahMXzB4HV48ptuXXFCLBxi2dbf18/gGnPtoULFwbKGr75ZuDgIZx22mlYtvQYafk3PHIvsGWHty1XbpEeK2tvs2kCP94a3GeVcd555+GwBUOh5cVRhmeo7PAexcN7FE+v36NHtj0OrFyD448/DsuWneHdafVXcdef5B5deecfgL2j0HUd5556uOQAUef551+A4cFum7LK6fVnKA/KdI+mp6dDlS5d80Tqur4EwGcBfBrAuK7ri6xdfQCq1vcpwzCmOtNCQkgWOh2Qr5Mm97T3J4SQcNhHkjLSTbrR4wEshBCi9rv+PQvAUuvzpZ1qHCHdTBmGp7yi5LUKDG6KLru4u1CG+0sIIaq0S2bJP8k6Ie2jazRRANYAeIFk+xcBzAPwzwA2tbNBhJA8saLzpRi8ZeHM1Yfm5PUmFvS4ikoI6QI6JdJQ00S6ka4RogzDOATgNv92XddHrf2BfYQQNWbLAJaXHirudu09MInDFw6nKpsQQoiXWTJEkS6jm8z5CCFFUYIBqmXOB2gy1VLK8jzkJEXFHfoPH/ud9/gS3F9CCCkbTLJLupmu0USFYRjG8zvdBkJIdjplRuIIb4mkqKQDf/TxFLIIIWWi3V1SXH3sIkkZoSaKEFKqAarIlckos8UoQcav1SrT/SKEkLzIwQggWX2qy2dcaSIlhEIUIaQUPlG2CV+qpkjH4YSzgQIVUSW4vYQQUl7YR5IuhEIUIaQcZFgBrSgun8rGac3Zpz6KJxU6Y01VOIEghJBQ2EWSMkIhihBSCvK2IklqlpIoxHmyokuh6SOEEFXa1WepLl6xCyVlhEIUIaRUmKZZXJCJiIE4WYjzpPZ8wU2/uG1NsjIIIaRHYZQ+0o1QiCKElGKVL0tY81xWTQtURfkPr9Wb+O71j7v2l+AHIISQNqMaWILafFJGKEQRQko1hc+rLfI0UcHSnYAWUWX5BLzsbSzTHSeEkM5CGYl0IxSiCCGlQGtFeFCi2TTxtZ8/gvXbDuRSfyJFVNLAEpwhEEIIIT1F1yfbJYTkQIkm+aZpKkWZ2HNgEjfcvQH3P7EDS09folh25F6lMuLLSUF5bj8hhLSfmD4wbZ+7a/8EFs8fRH9fNV0BhERATRQhpBQoJ10MnBhyXkIfq2Kj8yU8gRBCiEMav9GZWgNv+sTv8cWfPFRAiwihEEUIQbkUIcptMUM+WxQZ4jypVOQ/Wna6aZpoNJqJyiWEkDzJEuCnbNTqoj99YMXODreE9CoUogiZRczUGnjFJdfil3/whtcug6bEWWlM2Jb8xvwE5nyJi/aeERCqAPzohhX4i/dcj5laI2nphBDS1cRqmlKMUSUY1kiPQyGKkFnE+FQNAHD1LeXNUZTGbEMmBEqj80VorJIFllA7rlZv4In1eyXnBwv47d0bAABTMxSiCCEkL3pHt0bKBoUoQmYhfkGlTNHjVJuSV4vNFAow1fv1rV8ux3u/cie27DqUvGGEENIh/F1cs1nsGBHXpZZnhCKkBYUoQogyIyt3Fua34x5EVezybUFGg7r2yn/cTfdtwobtBwP1x9etdpwdfv3gxIy/Ib7yOEUghHSesK734ndf53x+bO2eNrWmRao+kv0qKRgKUYQQJR5ZvRuXfvseXPk7o9NN8ZIgOp9/TL11ZLN7r3KViU0O/UJTsrMJIaQ0fOBrf8y9zEL7xB4KlkHKBYUoQmYRYWHEVRbsRsemAQA79ozn2aTUXPrtu1tfFH2i/LivO1l0vgTHIriKSs0TIYQQ0t1QiCJkFlLmObxq27buFsJcljXGpqsyEyIx44698UKi6u2z21aEvxUhhAAi6urHL78XW3aN5VZmmgA/RcJukZQRClGEkFIMmLbwYMJMLBilbb1fYHnTJ36PN3/qpsBxfmuQpIKO2uE0OSGEJOfxdXtx3xM78M1rHut0U9JTwBDU+VGN9DoUogjpUnbtm8Dl1y1PFTUpYCJeotEmrxVHmRl80KwuXcXJ2xhRb6ryCCFEMBu6jyx9JJenSFFQiCKkS/nsFQ/gl39YizVbRhOfmyrQUfJT2lJ+Fp9h02fOp35e0npan5tNE394aIvsqGSFEkKImy6WFuKsIcpgLUGIHwpRhHQpjRzzdnT78CQzr5MF0YjSACUKcZ7wjrmPvnVkM75+9aOhx6qEdyeEEIciOvBuHxRADT8pnr5ON4AQ0h0UPrVPOeCFRRyMYrrWQEXzBpZIKEUlw3W8HeXQu9ulEePITwhJQTcvv8R2e1nM+br5xpBSQyGKkFlE2GCiMnFv19Q+sRChhbQtYuD8q/f9CgvmDuDIxcOtehNUmVyGomBECCEBFAUc9qCkjNCcjxCSjIJW9ZzofGawjldcci1uum9TovL6qtHd28HxGc/AnEgRlUFbFLcqSkUUISQJeS7StN2cmP0d6WIoRBHSpXTMQqFDg94tD2wO3ylpU19V5hPli5LXdBeRf3Q+e0LiqUd2rtuqkLMKQkgKetmfUnXh6vLrluMVl1yL//jiH9BoNuNPICQDNOcjpMtJoxUpc4jtXfsnsGLDvsD2sPmB5trvvo44TRTg94kKP87vd5U8sESB/laEkFlNmfrvTvPLP6wFAKzZPIqx8Rlra+8Kl6SzUBNFCEk2CBdlzmf93XtgKsW5ZmAVViZE+S8zbYjzpIJOkTErCCEEQK59c7v7oSIC6lQqFJ5IsVCIIoQko2SzfFt28g+XVYk5nx93lPg2BeeL3c/ofISQTtF2sUM1sESKbrHSw+aNpBzQnI+QLiXP8aEMfjjpZQcNpmn7A7QKkZrz+erYvHMsfGcEiQUdCkaEkBIzMVXD+m0HO1Z//EJT8j7Utk6gLEWKgkIUIV1Kx+blJR2Q/JYbKj5RbpJF50tUdGHtIIQQe1EnS9f8P/83gvuf2Ik/vejkXNoURa3eQH9ftfB6KDyRoqE5HyGkJCZ62RqhVfw+UZLofBF1FBnivBlzuMc3qxS/BSFkNrF+6wEAwEytAaC4fujWkc149Xt/ha27DyU7MUV72JeSoqEQRUiXkm2VzYz41l2E+0Ql7d4SmPMlLDlZ2d38axBCSDj3Lt8BAFhnCW0OcQtNKepiX0qKhkIUIV1OosB6JbZvyLpqqHJpW3eP45FVu7PX7zv2zBMXRR+eoWxCCFGhzP27jR3wp9FoQw4nqy/tgttCuhQKUYQQNfO0EttGmGYwxLmM8cka/uubd8nLSFKf7/vzLjw++vhYc7507SCEkFz6jDZJGravar3hs4aI6SQZtZSUEQpRhJBSEDdEhibbtc35Mk4CIgdpX9H+Y6uxdatMALT4dhBCiJ8iuoyC+qGWEJVME5WmOf5TavUG/u1zt+CHv3kieWGESKAQRUiXomWIxZRqfCytTYQIcR7Iq9jGCHpM6kgIIfHYAX+SClFpaEUtFHUemqxh044xXHXz6sLrJrMDClGEdDs5RJVTEqqK1pBkLr4lyPRVK/jjo9uSVZ/hPoYJUbbcGRedL207CCGkmwg15yugrkBfyr6V5AyFKEJIV+DWvLmFGFtQqbh6syMWDycuP0kkJ/+RFYmWbtvuQ3hi/T5xfAKfJ0aUIoQkwdG45KAQL9rgwI6amjSwRB5mzuxZSd5QiCKk28lh0FOauBc8umYVHtw+Uams6zJElpD5Y731MzcrF24ysgQhJCNZTLzbhWPO1/QKUe3QwNPflOQNhShCup08xoUymPNlwO8TlSbIRDIZynt0XHXuW5dHCApCCCmSovqhasXWRCWrIU17mnbHa3W6JR7CSJdCIYoQ0nHuWb4dt41siT7IJX3IhRLXpxQLsgmC8wWOjRPazJDP8nZwpCeEdIaitVl9fWGBJQrJtuv9yq6V5ExfpxtACGk/ZfO3/eT37st0vgkzsybKPcLG5Z3yCzpZLR09QlanfwxCSFfRRRHO0W/5RNXqbYjO5//OzpXkDDVRhHQrOWtb1KvtjN29u1b3ZdjCjlaR6aTcx0WXryrImGbQeyvWRC/Bjf/Xz96CrbsPKR9PCJndOFZr5XeJagWWSBKyFO2zWickCRSiCOly8hCMkkzyyxg9zjTzSLbr/hx+jaYJpcASYWVHHOV8unVks8oJhBDSVVStxS5/dL64PjKNFsl/DjVRJG8oRBFCesKELE6Eig/o0LoJzSghCjKfqLjCC7D3J4SQnGiXFstecGpnl9cFCjrSpVCIIoQkomPmfFpIZAlnf8ixsgNkuIqMtDQxzWB0vph7knTCsP/gtMTxmhBCZOQnkhRtaWBbXfu78Hb4dUUtjhGSBgpRhHQp6VIhpR9EHlixK/W5RWLLRnEmdUlCi5sRUpRUE5VzT/q7ezfiq1c9km+hhJCepht8ouxGJjWtSyP/BJIQU4YiOUMhipAeYGq6jkMTM6nPjxvQdu6bwB8eiglB3kZkrU2VYNddpqlozmdKovPFaaJSWPPdvXx79EmEEIJ8zbHtsorWSDX9C1UFVFe2KLSk96AQRUgP8OZP34S//dAN6ickHHWnZuoJW1QAIXKKBi02JDmQbJXWP757y5ZE53Pt/qsXnhEojw7NhBDSIqlpXao+1G/OlzAiICFxUIgipE2sWL8PH/z6HwvxdRkdm1Y7MGQM6eqhxTHnUzwwhGzR+eSfnXPimiahGyxzCCE9SlGDgtW3JpWJ0uXa7eqRjXQBFKIIaRNf+MmDeHTNHuzaN5FrubNxoJA5Jbu1RaniSrjN+eJ8ohJmilIL30uxiRCSHLt7yZrmoR3YbfVroooYxwLjBC0CSM5QiCKEdIUqKm56UMkYWEIV0zQDg3PFo4mS1dQ6gQM5IaTsFKyIgpnUICNTg5KHVd9/cAqvuORaPLJqd5aKSY9DIYqQNtPJKXRY3bFtKt28v9UgTRNf81yEjZRzZIEl3FqwnNrQBYvKhJAykEP/7ASwK3qRxzHn8yfCjTktxUUmrcPNyo37AADX37kucb1k9kAhipA2kfecuBtMN9qJO0KeNFpezP1SHWBlIc491cl8okonhBJCSDhFCVN+c74iR7GWmaP1PcE1cXwlKlCIIiQhP/6dga9c9XCnm+GQQ9CirjYx0yDaH5erKUGuXUkyXdc+M7gmWtGiBbhuvr+EEJIXjjlfwvjjqbrQDN2u3YszQS+JgkIUIQm58saVuPGejZ1uRiqKmMyvWL8PhyZruZcbhecyLAEmbt0wNtluknsTcag0Ol+q286VUEJIPPayTh7Kk3aJDO0QTvxVJAlxrjlJgfNsEek1KEQR0uV00uqg0WjiPV+5A5d+++7ONQLB6HyZ5Y+IgdM0JZqqmKrjxmEO1MTmt3dvwH9944+dbgbpQuKSfpcBu++0BZoiuz5/P52orvLfSlIC+jrdAEK6ieVr93Ss7pvu24Qtu8bwD39+rmd7HhPwtGXYC3trNo9mb0QMbiHJo4iy/sZG54sNca7eFv+xWkyiKJrzEVW++vNHOt0E0mVk7V627j6EyWkroXqYuV1ehJQfFzgiTR+a1GTQTdsCbZCuhpooQhLw/q9lXyFO2yl/6acP4epb12Suvwg6PszkEJ3PPYhHXc/eA5OtCYeFJ65ETDt++JsVSu2hXzMhJBEp+4y3feZmjE0Ik+zCg/NZf5MGlsjSLA1C87V8nfoiqGPOl6Fe0vtQiCKkTZR5UpwsapHnzMTn54Gsvrhku7HDteIl/NvnbsVnf/SAr27lWuRVS67n4PgMXnHJtSlKI4SQdJgF9+mtwBLpw4+n4bo71uHy6x5PfiKlKBIBhShC2kSZrAKCphTZyunktakKp4mi8wXs9eLKjpaiGOGJqDA109JwNhI4wZNZTp6PSuGPnS2kpTotEU6/q2nYsmss0blpwqKT2QeFKEJ6mImpGr7/q8dRqydND69GWYYXlUSMSaLzXX/HOnwggemmV4aSheeLPr/eaGJsYka5PtKb/OR3hvO50SjmnSW9S1wf12ia+P6vHsfeA5OhxxTdp9vdrH9hqWzBdxidj6hAIYqQNtEJc74f/87A1beuwU33bwIQMSCkHCg6tkrnqlYmtKS61a4yr751DR5LEETEk+g3uQyF7//6CeW6SO8yemja+VynEEVy5tHVu3H1rWvw9asf7Vgbwsz5iqks/akVWxNVmqVCUkYoRBGSkh17x3FwPLn2oJ1yh62BqhekiWrn+BIqhGqK9zRGipUVMV1rKBQcLyD/329XRu5ft/WAUj2kt6lWWkNyvcHJG1FDdaJ/wBLSB/ur4WWZKc3tEtJMOCSlEWayCED2whg1USQKClGEpOTNn7oJb/7U7xOcka8qSkWz5YRpDQwmflOKdCNFkrOmaw288aM3YmTlzlR1xdUbdz/SJNsdUxSSvUEtkv/OHKgJAEzPtIR2mvORpMT1PQctk+H5cwdCjym+L7LyRAUcc+NCnKeoKWtIv6xlkJ6HQhQhGZiYqscfVDCRZhEtKco6NqyMAur2sX3POPYdnMJ3r08RISkpkslEksASNmn8lNKJyhypCTAxXXM+UxNFVFHthsfGxfM1f064EOWUmaVBUeXaPlHtCJzSiiuRGI3mfEQBClGE9DBlynXRSl6Y9nz5SGhvTaMB8iBpl20OGVa3TSU2vDoh8RyaaAlRjaT2TmTWYnddcV1PrS40nQP94VO/ooUGu/RAiPNC6qI5HykWClGEdDlRwoOWk0lCaDyKJOXmKFykyzGS3CdKFe9PkK85H0Pszg4OHJqGsXEfFs8fBIDCImoSEkXRgR/S+lylaY8T4TzxmWlPIrMNClGEdDlRg0trNc0auEJEhbQDZjoZKl1dYbKiTIjMK+Gt6n3xhDhPUTnFJPLwqt1omsBzzj8OAPNEkd6m0YZkuzm4RHERi0RCIYqQLkXFfK1w07IEA0yReTdUzDYqBfZ2WkZzPndAAT8cw2cHdzy8FfPnDOCskw8DwBDnJAWKfc/UTAM/+b0hDV5StNCQ2v+2bScJmCeKqEAhipA20UlfGf9AMDndwOeueMAJ0Z52nEhzXlGDUnx0vhhzPkm7UurMUp1FZjdjEzM4+ZgFGB7sA8DofCQBCTvVn920Cv/325W4dWRL1qLSk9ieL0UVWXyi2I0TBShEEdLDtFbTbEP31r7bH9qKq25elan8dANu/qO0vx2pTOoySFFFBpbgQujsYGKqjjlDfahaWT4ZnY8kJW6hyE8tQlAvSpgKF2yKHxeSYN/LQCh2QlxQiCKky4nq4jWFY8IO2H9wCr+6c114oUhm+pFXkAt/GXa5sROIIlcWNenHfOAgPisYn6ph7nA/+vrEsExzPlI4Uj/QoutMe1om27z09bH7JRFQiCKk24lKE+UILmEBJbx/3XzuihF88xePYfPOMeX6opCFW7/joa2Ymul8ri0gxJxP8VozBuebdaTJv9XrTExaQpTlvNegJoookueTYgsPRYU6TxvpNV2y3fTX0DLe4HtIwqEQRUibydtx97M/ekC97gTlTlqJP/MKeuDIFtY5K9bvw2eveADfuXa52vluDVhsXckj9skGS3tb3EJmpeIy58tZiuq1IXzNllG87kM34LYHg/4Ys5Ude8cxPlXHwnkDqFYtcz7miSKKOKG8E3Y9sr4lz+FpaqbuGe8aTRM33bcpvwpiUM2fFVlGr3XAJFcoRBHSJopyVB09NB26z57chw0EUauO/X1VAMB0zSdEeYSZNFKUYHxKCGm7RyfVy5AVa93Y2MASMfuzaKKS1JOUXhvE1289AAB4yNjV4ZaUh1//cT36+yp48VNPRF/V1kRRiCIJybPvydjv7D0wide8/9e49va1zrYb7lqPnfsm2teeDNfQSgtCSDgUoghpE52cDKcxSbCz2ttZ7l2FyT/H4OSsSjksNZvAfY/vUMvnJJ1MFGdn5wlxXlgtvQGjXgU5cGgaixcM4fCFw+izNVF1Tt9I97J7v1gcu/ORbc62sfFwM95Yc74U40Ymc75WIanLIL0PhShCZgMp7M1tTdRMLZ8V8ayBJe57Ygc+/t17cf8TOwsZ2LIMuB7BIHcpgYN4rzNTb2LQWrSwNVE05yNFI9e+F6iBcfWNpe/VOhRXYv/YFPYeyGadQdpHX6cbQMhsoRMr8BVfMIckgsJgvyVE+TVRCXyTZGQdlPzmi5omtFRxxJrzybYp3q9CZaiegzfIz0yt4SxaVGnORxKT31S/SMWLx681UE90xakCSyQ/xXWumbreLLzh0hsBANdfdnF7KyapoCaKkDaj0iffeM8G/PHRbfEHxmFrf5qhTlGh9Fsr4zN+nyjXOam0NxlHJdOUN9s9QMum6bFT90wRdIsz5+s9axJ7ctJzF5aaWq3pLFo45nyMzkcUcQJLpD1Ruiv/58+zwJSw+FQLdqZaYCCVMgiRQSGKkAKp1RvBTlihT/7KVY/gMz+4P/IY2cBw68hm7zGKw6psoHA0UTmZ8zl1daqEmJE0MtdukkE4Z1VUrw3htTo1LH6maw3HB5GBJUi7yKJ9T1OJezzy+zgVIatkKTMq/QchNhSiCCmIQ5M1vPq9v8JPb1plbQnmScqbz1/5IA64zN0cP6SQ402E7+/vC9FERZpktB97YM4aWlzquKyaJ6rIZLs9xrQllJfg0SkNM/WgOV+NmijSAczAh/yQmfNpqotObTbnc3yiyjDIkdJCIYqQgjhoCTO3PLA55sh8qbtWsO3hqZliIKhaST+jzs3Dmi+p0GGawTL8A51sYI4dq/My58s9xHlvDeIBoZxgxm3OZ6UloCaKqJJYIPGd593o+ZMd9wKTpH2q/VuWpLdpFtha6T8ICYdCFCFFEzPhL5QYVZQ/AW5SkgxsZkEre864nFF4kc8nkgeWoC4qmkOTIj9YhRE4HGZqDccHscrofKQgVISsLMJKSIEOFY8mygw7rJC6E59Kcz6iAIUoQoqiBHNEvwyVwj0rehBJMMAEbeAz5PBIMQCn+TmUm+hZbU1RUWQjci6vw+w7MAXAqzGd7dTqjUBgiQbN+YgyitochQ6tqMUuQfoQ5+mi82UYYySfCPFDIYqQNtNWRZRTZ0z4WMlAoSIMpIuYlOIkBTyBn2SVFKj5cJuLUIaKZt9BIURRSGgxXWs6PoiapqFa0ShkksLJXesUQ1SI86IDSyQun5ooogCFKEIKxh6oWslm29crx5lvOIkVI5oUvS+RKsrzIan9fqCYqGNkMlTMOVJfHcXQwVqRmigAN923yRMwpJvZd1AkkqSQ0KJWa2miAGHSxxDnpB0EtPp5+URJ+kFNEuM87Tjw4Mpd+Jf/vjk62qd9ESmq6FSeKNJdUIgipCBs7URRttUqzrItwc3620G9RphJYfKC/EEkoDTix43V9z6+I1hVqvuVrxS1dfchfOmnD+F/rhjJtdxOYJom9ljmfI2w3GWzDNM0MVNvYsAtRFV6L6AIKY5WYIno4wICizQgaU7PXYwxQPJku979X/35w9iy65Cj2ZY3IY9r4XtIwqEQRUib6USXHDshi9ydc3Q+59y8A0yE5yBJi2oTi4zOZ2vI9o+FTxa6hfGpOqZnxPVQEyWYsVbSbXM+QDxPTQqZJCFZ0zwArj6vTSHOVfEf3lQQHPPIE8XXkERBIYqQNuF09gV3yu6BQ9VUQu4TlW8kJzPETiRxWF74rhGaUuLGPCYYYbhLzj/Eeb7ldZK9Byadz/SJEtQsIdltzlehEEUUaTSa+PLPHlY6VrZwVVj/IjPnQ9CcL+1imn1eVL+ewZovWAghEihEEVIQYZPpdprUtfJEhRyQ2bQuzSm52zV6/yKkWans4hO2IW1Fs4S9lilfX5WBE2ymLSGq3y1EVbRUud3I7OPg+Ezqc2VPmOMnK9mWtfBKhCYqtoqQ4ytRs9iQQpWCJvH9IwpQiCKkzXQiTVSrcvlxqQNLJGhLmG9YmsEqVvMkKTOVaKNqzofizPla5Xa/cLZt9yEAwJGL56Axy/Mgbdk1hsv+b8TJmzXY3xqOK5pGMyKSO0rWBUU+dx6Ta9EfrNy4P1VRjiYq4pqyXIpzbvd3u6RA+jrdAEK6hdRmBzm3I7Y+T4V2cAt5K6La5rY+/PUf1we2R5VbJGFVBg1FimfecD8uetIxoe3Ig15aEX3Q2IWjDpuDY4+Y1xM+XklZuXEfDoxNo2kCn/r+fQCAZWcdCQCewBKVCmjOR5RwPyVp1llCjRRc/U5eXVDF10m/9TM3x7ZD1h53m6IuWWWsCD9Z5SAy26EQRYginZjLTk7XMTwof01VBkx/dL4wZLvdIdl/e/cG+XlprDwy+kQFovNBbbxLN8GILvnHn3g5AGDPaMvXJ29VVC+N5RNTdRyxeBh9VW3W+USNTczg3V++I7D99/dtAgAM9Hl9onpJeCbFkeQ5CRNE2kaG4D/BwBLxmqhWGPXwdoSeyfePKEBzPkKKxjSxccdB5cS3bv7jC7dlqtoeYJycF2EHtmG8aF13DpXJAke4B+icnKJaoYOjz/XkiUpcS1wj8i6wc8xY+ZBEHqTZZc538/2bpdsfXbMHADBnqLVYolU0hoAnHUEafCJNQdLAEu56AhUnKl5lHA09ROVc6y+t+UgU1EQRokjSgcSeeO/aP4m3f+7WVOVs3T2esFZ/G1JUmoBEq6DOORnr9H3XNC1QqKxdebsUvev1y6Tbc4/O10NS1HStgYH+KvoqlVmhiTpwaBqHJms47oh5OHzBUOSxc4f7nc/CJyrd/bnr0W0Y6K/iKWcflep80rsEF4NMSd+ZU2VxC11JiwsJLBHVP4ZeS6d9w0jPQE0UIark1asW3DnLBpX4wEcyoUMlxHly8tBHSdy+PIxP1TOUrobbzNKTJypk7fKcUw5LVU8vDebTMw0MDlRRrWqoz4LAEv/y37fgbZbfR5wwPG94wPlcqWgwU96eT//gfnz0O/ekO5l0HWlSWiQtN69OSItQRanrhoA7H9nqBGRRrDniGyHpoRBFiCK5LdB1IDqfE7Y2RGMT5cQe2d5E4flUCkzHrv2T3u/7JgLHpJlf/OR3Rqi2rVJxC07uiuRlLZw3mLwBQE+a8/VVK2jMAnO+sYlW+Ok488W5wy2hvKKBIc6JEnk/JrlpviX9oCfEub/eBNX+9w8fCC/IW6p0q9pYwPePxEMhipBew70y6UTniz5FJkQp5dJI1yxRfoJzo3jI2IWD4zN4YMXOnEpsYWzaD2PTfum+SogjVFGRyEfHprEqpC3dwnStpYmq1WfXJKVW9wpRf/7sUzzf3ZrNSqWVbHe61sCN92xI7Og+23zOZitZhB7TDBdmPNH5JOf+62dvlmyNJtJvNeb5DtsducaXoYvhGgZRgUIUIYrkZ83Xvt45bkJvtyTtqne6HE/ZMM204XfTSTdhWjp3kkdPnqiQetKHyBfnjR6axiVfuj1VGWXB1kQN9lcxU290ujmFMjndMimtN5oBIepVzzvd+fzjT7zcM8F0+0T9+MaV+MpVj+Cux7Ynqn+m1tv3lxSDai+1eeehxGV7zA0TmvNlMR2XtCTDuYS0oBBFiDLJutWwbrqt5nxOnbY5n/y4KPeUvIQ+fxvSlhrVnu996KW44qN/Kt2Xt4bIY87nLjvvwBI9Mpo3mibqDRMD/VUMDlQxPdPo6TDCj6ze7XyemmkENEML5rZ8oOa5gkoAYrJpC++2f9/BQ9OJ6vcLbXtGJ7Fjb7ZANaSEeHyiEp4qe/1k0fnysvCLMOdLS1Qf0krIm6ZgpD+XzBq6KjqfruvPBPARAEsBHA5gDMBjAD5nGMYNnWwbIaVES2/Op0K6wbW4ifOSRcOh+/IeCysho2vuyXZzLq9T2D5Q1YqGvqoYeqZrDQwNdNUwpEzVJWRPz9QDQs3gQNV/ikOl0tJEDfSJtc6ZenClY9Wm/bj023fjG+97sUcoA4JC1D9+/HcAgOsvuzjBVZCyk8ikWkFA8h/x2R89gOecf2zidsmIMueLHUty7AjVTNV7peclRdJtmqjFAAwAlwD4UwBvATAN4De6rv9NJxtGep/czPlyKOjQxIyTXyYK1VW0RlSbonalMefLbM+X8fyc8GqiQrRSeVCS682KrYnpq1Yw2C8EiOmZ3jU5c5vzTc00AkJNVCS1SkVz3pN+W4iSmOf97KZVGJuo4Yn1ewP7et1ccrazbusBXH7d8ty1uS2fKPH3joe34lPfvz/k2CzWGX5zvhifqBQdIX2iSNF01RKgYRi/BvBr9zZd168HsB5CoPpJJ9pFZgeJ+9QCzQB+8JsVofvc7YxNE2XtkAeWyNduPKsZX1bShv8N83EKNecL9YlKVX3PRGmzk8dWqxqGBmaDENW6tmlLiKpWNPzXPz3deXZ+/PGXQaYErmitd3LAEjj9Qph7289vXo2nn3u05xmXHQ8Adz+2DRc9KR/NAukc7/3KHZiaaeCFTznB2Za8j5M8fAm6G9NMtmgU4RKVemBQWf/LYs63dfc4br5/E1701BNTFEJ6nW7TRAUwDKMO4ACAJEkDCElM8lW3kMl0Dm2JCg/taadjzhdda2SI84hzfnfPxshyQ9uVkTLIFW5zPo9LVO4+USW42Bywk+tWKxXHlG26h4MfeDVRddQbTfT3VfCUs4/ChfqRAIB5cwYCZniAFVjCeiejNFG2ds/YtB/bff5OtZq8jwjTKpDuIlWgBelJco2QiuYnaRuiku3GWvOFRedLEZ4vaRf9xZ88lPCM7PRKv9/rdJUmykbX9QqEAHgkgLcCOBPAuzraKEJUaWPfaCtL4sLDyrQdraAUvu3WQHjT/Ztww90bErcp69iQ9vQiA0t46sm3mlIIjHnQaNrmfJrjB9XLmqipGa853/RMwxGI4nD7RPX3xWuigKCPHs35ehu7X0iifVLpShL1N6aJJD2eN9lugnrSHO87Rba4GH1uZzvepglUGdSi9HSlEAXgZwD+0vp8EMBfG4bx26SFLF++PHNDRkZGMpfR6/TKPZI5dgPh13dgvC7dbqwyMHPAq8GJukf+fSMjI9izZ1/o8Y8tX46t88SrvXGjWJ3evWc3RkZGsPuAV2G7e7fYvn5DMFzt9h0ipPK2bds82/fs2YuRkREYq8eUrwEAtu0TiUebzQZGRkbw0GpR54EDByLP87N582Y8Crk/WFQbJicnQ/dFsdJYiX37glHNVq5cgQM7hRZhcqb1bKxdu1Zazv7R0VT1r1q9xvM97BrL/p7tPyTeh82bN+HgHCEYPLL8CRzYlTIJcQraeY/Wrh91Pj+xYhWeWDuGhcOaUhvGx8W7MTIygu3bxOdt23diZGTGc9yBg6138PHHl2Pr3NaQ/vgTKzG5b0hafpL+hgQpwz1qNoWQ/MQTTzjb9lj9eRg7d456vm/eshUjD3r73w3bD4qyrH4+ipEHH/QEUHGzcuVKAMCh8UNOOes3tZKgz9S8Y9HmzZsxMuJtn5t169dhTnNHYPujjz2KRXPlU9mNGzcBACYnp7Bnb2vMaDabnmurNUw8sn4cy06b6wil6zZ4E7b/8e77MTpex9GLg5rjJGzaPY0Fc6rx93ZkJPTezhbK8J7F0a1C1HsA/DeAowG8DsDPdF1/o2EYP05SyNKlSzE4mH4AHxkZwbJly1KfPxvopXs0OV0HfrYtsD3s+vaMTgLXBjv9M844E08+4wjnu/QeXbklWL61bdmyZfjjmoeAdZuk9S49dymOWTJXtKG2EbhvP5YcvgTLll2ATTsOAr9uJaU94ogjsGzZk7Frej1w36innGOOOQZYPoZjjzkGeOygs/3www/DsmXLsPnQGuCh1gAc9zsv3DwK/HYXNK2CZcuW4dIrrxXbFy4Etk1Fnuvm+ONPwJOedKz03vrvlZs5w3OA/ckENgA4+6yzsHF0A7DOO6guPfdcnHzMAgDA+GQN+Ll4Nk4/43Tg9qCj/6KFi4CtwTbHceqppwJ3tMqT3edueM+27TkEXLcDp516Co45fC5wyx04+ZTTsOyso9pSf7vv0Y2P3Ye+6jjqDRPHnXASRh9ajmcsPQbLlp0fe+419/0R9UYTy5Ytw/bJdcADo1hivatuBm69FbYl+9KlT8JRh81xnv1TTj0dy8523VtZn+KjG56jTlOWe6T9bBuAJs4++2zgN6JPP8L3jHzkW3dj7dZRXPHRlwEAHt66HFjRWjA7/rjjcOEFpwI/3Roo//DDD8eyZRdK+1KbCy64UKpdHRkZwVlnnQX8bjfmzp3r3K+p/m3AnWIBsK+vD5huLQocf/zxWLbs9EBZzvN8yilYdsHxnm0A8KSlT8KRh80JHA8AJ55wAvDAKIaHh7Hk8MXAWjFmVqsVz294+XXL8av7tuK8c87ERU86BgAwpm0B7motVv7ivkkYm/Znjm556SXXoqIB1/5PSDlW+y+44AJHCz0bKct7BgDT09OhSpeuFKIMw1gHYJ319XoruMRXdV3/qWEYTNNOZjVuM4Q4cz4baWCJEDONlvlIulWyPMzTUplapF3UCznPvUjotg6hOZ8c2yeqz+UTNdXD5nw7907ghKPmY/22g5iYrOHg+AwWz5drhvxUtFZ0PvvdlL2jbnM+/37bh6rZNB1TStI7SPsFX+fzoLEruozMbYgvITz5ePT3uONVUD1l1MrBNjnt0o75KjQ27U/egBBUMoo0mib64w8jHabrA0tY3AcR/vyIuAMJSUtujp5FT4olpt9xEd6iQpwHHICtYx9cuTN4cGSzTOeTm+S+SuluYNt8onKuaM2W0VzL6xR2EIRqVWsFluhRIarRNLFl1xhOP34RAGDX/kmYJrBovprlg+aKzme/u7L+x53A1y8o2ed96acP4dXv/VXiayDl5eD4jPPbJ8nxJ+vmo+MyxIUdV6jTfZTp3ZMHKeJKZC63HfTK4lmv0/VClK7rGoDnAxgFELShIaRk5OGwGjVR94koEftag2TUQnVYZ/7Qqt3hJ0WQOMliTmQRbWRtDMsTFVpGyt/957esTnVe2XBCnFfcgSXkfoPdzp7RSczUmzjjhEUAWqvYhy1Q1ERVNGdhw54kNySTZbcQ6p9Mm9Y7fcsDmxO1nZSfL7mixRXVf6osGmZZWEysiUrRBrvP9XfP4b11eDJglfryhNH5uoOuMufTdf3/AGwEMAJgD4BjALwRwAsB/D8r3DkhpcY0gY9dfg927B3H197zogLKb3W+qkqR6BDnfs1RNjO+XIaGEowv7Qpx3is0HE2UK9luj4U4n5qu46FVu3HsEcInce5wP/qqGh5fJ9b3LtDVjCVEsl2v8CSbVE1MtcyP/EJWr+QXI0HGJlq+RO7fOa7r8fflURP1RtPET35nxBWYCHf9wVM7aM+X4OR2Rc1LoGAkHaSrhCgAdwN4PURY84UQ+aEeAPBKwzCu72TDSO+TpzXf/U8kM4VLVH4Kcz7ZfmfAC6wYdrZ3T119Sulm/baD0u0ec76YoilYeTVRveoT9bWrH8GtI1vw5ouXAhA5ngYH+lCfrKG/r+Jo4OJw54lqRmiL3RFDKUTNHtx9cKL+WGbOF3L+HQ9vjfeljThA1uV5Dved287HVaU/Dm1PwrDuaen0OEvU6CohyjCMrwD4SqfbQWYnuXVpbe0b7cgS0XWnSbabGt/gkEbAaOct/NrPH8ELn3JCYHs1xJxP5kidt59UN+IElqhWrH9az/lEbdsjQuHv3CciOfb3VTE0UMX4ZA0D/eqRtioVlxBlyUlJE2ZzEjY7KOpXLjqfX8C0POb4X/xhLU4+dqETEdU5L+JE9y5vH5y+P26aQDti5iXxdSOdo+t9oghpGwVPSnbtn8B9TyQPgR2FPW6kWlG0FVEBoSetOZ/pLjY1aX+GvMWYMHO+sGNn+5zWHVgCAAYH+nrOnM8O97zngMhJJhILiynXYL/6cFvRNMecxw4YIfOJcuOfdDEg3+zAdP3OcX1z3l1Q4j7NHWMi4bnrth7AOz5/W7LqrErS9P3h7WuXT1RbqiEZoRBFSEGEOqaGdMLvuOw2fPzye5XKjhorPT5RMXXayFa9ch9w7b+ZC05XQJHR+eLKnuU5EwF4zfkAYLC/iqnp3nJjtQXrvaMi71l/XxWDlglfkpwvnuh81l93JD4ZNOcrjhvv2eDxQyoTSX5nqXYyw2MSdapKqB3PN4XrkI9TEVYUIbvC+2sz5LOrDW16rfIIQEWKh0IUIYrk1aWFdeyHJmvyHUnLd3/RvOZ8ARMKa0OkOV8J+/I0pkph+UrS1ucNcR7tH6VRivIElgCAwYFqz2mipqxog/aE262JSmLOV61UAkJUUk0UzfnyYf22A/jKVY/gCz9+sNNNkSJbNAs/2H9ufnXHVGVtc/tyZas7siJJHUnfh05H5yPdAYUoQhTpmr4zxWKjNLBERH6aVHTL/VPEY84Xq4miEFVvtnyiAGBooNpzPlHjk0KImrQ0bMInSmiikpjzVasa6pY9ni0b1evRmqhm0/S8q3SpyAc7afEBKyFrGYiIz9BW8szDVOR1pDFBj4wr0Q74/nYFFKIIKYgwdXwaoSTJOdIVwIRO6d5zlauOpOPlZJBjZFWGJduVVq0BS089PH0DeoBmI2jO12tClK1Zs4WoPldi4SSaqL5qxdHcOeZ8PienHXvHPd8bTdPzHjebpicEus3wYFfFk+o4ZZ/LJjLnC3zPZjQWNa7ERecL5IlSbIm/zuiz5HtVeu4iNFHUYvUeFKIIUaSTHWCiKLbScOXh+4BoU6Fe6fZzDyzh9omKq1vT8Krnn55zC7oLWwiwA0sMDfQ55m+9Qq0uhCg7dLsdnQ8ABhL4RFWrGuqW0GlPku3ohjZv/fRNnu9N0/RMqE3TxMqN+z3HnHzMAk9USaJOFnPgIvH06TFN7PQk3lN7Tm2JNCnMVEXYImj6EpNoh3tl3O11KEQR0mbSdI5FxWKwB6Co1cy8Bt5OO8rmHWbcY6IXE6mvommJNFdx7Ng7jv1jU7mV1w5szUpfpeUT1Wt5omo+k7u+ais31NBgNk1UzRdYwj8hazSanm1N00R/1TvEDw1UY32rSHfh/jlLH53PfW7shux1qh4am9MqRZnSc6mJ6jkoRBGiSBGOsIV3qorlS6Me5dy00EhJCVd4zYiyCkNSXxJNVCXnnvbNn7oJb7j0xnwLLRgnOp+lierrqzjhu3sFvxAlku0K4WnB3EHlcqoVDeNTddxw1/pAgIkwmqbpMY9sNlv+ZzZDA30UonqBmDFkfLKG93/tzthiarUmdlk5zVI1I2FgCbvjPnbJXIk5n2Kd8iLlxyoOFEneiCxjdpLcTxS4ugMKUYQUhYJNdb0R31GaphkYKaJWHNP0vdLIt05gieTlJao74dpeWQaXilwRJaWoZLujY+Vxdo+j7vhEiWGnqmkBE7VuxjTNSCFq/px+5bJs4edrVz+K3aMi51TcBKzRNPGZH9zvaY8tsNoMDlTR7DHBtXBK/ojKusO7H9uG5Wv3Sg72fv3pTavw9v+5NX3dKc87+dgFgbNL0q07FBFYgmkHeg8KUYQokpc5mruURkzuF0CYa2RdKYtre/SKYvk6/jRtyiLHyCawmic6X3ThRUXne8fn00+A2o1jzmdN7CtVracmFbI8TkMDVefZGUoQ0MH9uKiGOG80TDy2do/z3TTNwHM3PEhNVGrK6RIV8g7JG5u/OV/CwBL2PlnycdW+IFFerJDtGU7OFlgi9amkpFCIIkSVAjrAusqExjRT24GnNZFQ36mOkz3eN7q2y2E7izbIHxktup7gtqJ8+fcd7B5NlD15t80gK5rWUxP6mVrQH6parWBiSgTPOPqwOcpljU20ouq1NFHRz6Dfv6zRNAMT7OGhPphmfOJe0j2YrnfI7mbCurqyaPE15DecqiwA+u+Hym0oQhOVKMpuOX4qEgNjnRJSECqdsKomKmvFuToAdymdzNXEZLutibttqlataIl8BMqO35Rv2Aok8ZcvOAML5g7gOecfp1yW+2nZvHMMgPBximLD9gOe76YZ1KDOGxYmhdMzDfQNcw21F/D8xNaD066uLqllqD0OVTQtMCil9olKcrDF5HQdW3cfwnFHzAOQMLBEFp+o3unuiAV7UUIUya//c/tEqYxCZqLao0zdkoVKt//mb8bYicKyTCyy3oKifKK6iVZgiYrzt5c0UX4hatCKynfE4mG87k/Ocq5bBZmJVlwQjlWb9nu+m6YZuL/z5wwAaOWzIt1PR1NvpO3VtWQBItISVeTbPnNzzMkh5nzpm0NNVA9CIYoQRXITJkz557B6msG4EokN4MLa7myOurTc7C7En06JE52UY2arIurhVbvwikuuxd4Dk04QCfteVLRg7qNuxs4RZTOcIKS5H//iSqWiYdf+SWzccRCAiL5m84aXn41Tj1sYMOdrSsz57OAWvZafq0jKOJl1Cy/y5oX4ROXuFBV/SLNpusYfuw8I+kSpJ9tVb0OeFhj2+NGu6HykO6AQRUhBhAouKcpJFlhC/jkpKvJVJzATBtqwyeJ7lWTglNUzWzVRv79vEwDgsTV70Gg20VfVnHtRrVacSf73rn8cH/3OPR1rZx7YmqiBfiE82ZqoNPiFS3vy9cWfPAQA+NT373P2maYQsmwh6j/+9gIAwHV3rEPN56c1PNQy5yPJKOsbLOub2uUTpVLami0H8LHL77XqF9uydYcJzABtP9wUv164OV/iolKdW8aATiQIfaIIaTexmqjg97zm4P5B1O6oIxVRJUu2m7aczmqiyjoFKxbbfGxsooZ6w0TFlTCromlOsIRrblvTkfblia09mjPYh5laA4P96TVR/sS6NvZT5DbdM2GiogHTlnZpriUoHZqsYfm6PZ7zh6xw6zTn6x1M16PSriA9Tt2KY8MDK3Z6vksXldpszhd/rvdsOxhGloiiZQnsQfKDmihCFGlX/xe0FTcTdb7SEOcp2u7kiUp+ainJEtwh628/d3h2rlfNs8zHxiZmHE2UTbWioZeCxNlC1JBlxtffl3549QecCUS0dH03TSGQ2pqogQjhzd73498ZqdtGyoVsUt8uUSppvxiliVIOLBFYZMzHB1j5+AxjQSIBrFcG3h6HQhQhiuQlRHnt2eNVUWayuBKp+t48B6Kiy4GZbkUvizZoeCibEPT+Nz4t0/luHjJ25VZW0djamFq9iUbDdBLtAkC1qvVE4teNOw7CNE0nmfCQZcbXlyCQhJ8Tj17g+e7XavlNdisVzTHRcwtRgYiBVtseXNk9zxCJppPBClJbBUjEvCK0NE770nT9IU5RWTRRPdDdER8UoghpM4lXx2QbowYFM/RL7gJWsoLkm7vB0m2gL4FpluR6liwazq0tH/7W3bmV1U7qjSaqLk1UN+SJMk0TBw6F5+J6ZPVuvP1zt+J39250NFHDVlLdLJqo171U93wfHPA+fye5hSzT9JhHDbmOte/vYQsGAQCnn7AIFQ049diFSukVSDl9U9xdsvsVch6DkE4192tJXJzlo5QlUmrM/oH+Ko4/cp7awT48Gt5kpyqRSOAtoH6SPxSiCFEktwHIDPkcsilpYAlplSmcZMtsvp2mbVk0Uf7B73P//pzUZc0m3NGomk0TfRWvOZ8/l1HZhKqf/M7A333kt9g/NgVAtPXHvzNwcHwGALDFyuG0busBJxiELcRUM5iP+sOh25oo+xFebAlFgOgv7LrmDffj5GMXOvvqlibqI/98Ea6/7GIAwEVPOhbrth1wglQQNcoaHEYaWKJddac8L897KRsL8ig+LCJuJk1URrN8Uj4oRBGiSgHmfNL9ksASHTXZaNN1F02ec6AzT1jc8TZ0A7aJmzB3a3qEg0olaB7jDxPeaW68dyMAYHJKBG1YsWEfrrxxJb5kCSANq+2VioZ60/aJyt//zTYNtM2g3OHMNbQWCBbMHfAIb7Z2rOLaZvup3fbgltzb2YuUfS6rEp1v+do91rH51p00ZHekT5RiUYHgSLIB03pPsl1u2MpjslJuHdnsRB4t+7NEkkMhipCCUOkw5YfEDBKxZbp8rjJ02k7kvrzzY2WUJNK2ppJjsqaoS4jcl1sLBHleUxHYk/h6w7R8olzmfLYQ1XQLUeUyMdt/UGigbA2ZbVa3bc8hAC0fh0pFc7Q+wzkJUS952onO5z6faeDUdB1nnrgIf/KMk3Dx805znjl/UAlHiHI9JmV/ZkgyZHKM3+fo/V/7oye3WKeRaaLyTOruz+mUZsgJa87W3YfwlaseVu6rPn/lg050Qvc1bt19CK+45Frc9/iO5I0jpYFCFCGK5BYXIaYg6cJaxvIdwSqFWV/ZeHjVbqzYsK+tdQZMO9IKgjmrosoeOt2exDcaTTSapkcTZQeZcCeW/cGvn2hvA2OwJ6h2G+1J0P4x4SdlC4AVTQuY82Xlaece7Xzus+6VrbU7NFnDEYvm4O2vOR9zhvodwWig3zukOwmOKTj1LO6J+coN+3DTfRulx9UbzfzzRCVe4BNk6rb846PkkDye9rBL+9ENK3DjPRtx7+PbE5fp1robG8UYdscjW1O1j5QDClGEKJJlALrgzCNa5SQsU4Q4925LOkikarotdxUbVyIxj6/bi//92cOJz8vkE5VT62edJspara01mqg3vCHO7ba7V3RvvEc+Aew0dhvrddPz3X5/K5rm5HbKSxPl/m3tgBxuIco2ywNaQn2/LwBKTWLOV+4nhiTFrYlauXE/vvTTh6U/chELZUmLtNsg64uVzfliNoi8ilqiMuVt8J5sN/nIxXMAAJt3jCUrPKQ9Ye9jNy1szmYoRBFSEO6Jt2dyE9M7BgJLSLZFnp+i95XmlnL+ygeT5JWkPC8vskSEyqnteSuOsgQvaAc1x5zP0kT5AkvY+8qOI0RZbbVDs9tCTaWiOdHuchOiXA+L/bnZFDnjDk3MYN5wS4iy76U/FLqjiSq5xpIkI24hLuznzr0LjigwSltf7NPoNmc3c6/PjrqZJghOlqAUpJxQiCKkDbjDHcd1o1LH2ZShUQOmgSmG0azmhWWhXRNJWQ4U9948KbsQ5fhE1U00QgJL2MEnAODIw+a0t4GK1ANClGizPZESgSXEZ1u4ma5lC5Lhfl7tyZdpAtMzDdQbJubNGWgdW7E1Ud4hXRZYgvQWpuJkXtOQuxQVJRTIF/MsoUbyPKo2LTA+BnyI8+nrg81Pp92KLjP8ujsdiImoQSGKEEWydJ6JcsYoCC15hYiNTrKbs/18F0fnM00T813mU2nJey6bJaFrO7DN3+pNoYnq8/hEBTVRU9P19jYwAvdKs1ujBrRMqEyXT5QtaB11+FwAwN7RqUz1y3LWNJpNzFj1uLVO9rF+TZTd3jBhe8fe8UxtnE2UVZmnElgCsKO8tqFBEfzg1ysAyJeS0o43wUU+E3ZO7ywZE2KFmxTPQ9JohqT8lHsEJqREhAkBKp2/eyU4NrCE73szaZ4o2WqXaWLvgclUEZr815d2MmGmH3tyIZtPVE7kPBMbyCmIQVG0NFHCJ0pmzmebylUrWqmEqI986y7ns9+cz8YJca4JAQcATjxqPgDgvDOWZKrf/bza76Btzgd4HyX72P7+EE1UyHP35k/dlKmNpPNIR4c2dbJRY5lsoW9sYiZ0Xz7tMdE08yk/bNzLIojKNHehLaW81RXkn9CCkFmGcGSV7Wh99O5322yrVJCs45YNqiaAf/jY78LPCbe8kCT/VW9LqcgcESr7wJz33GGwv9zrYHWfT9RgfzBYgp0bas5QP8YmZgJmf53ikdV7nM91X2AJG8dRvqI5ZokL5w/ihx/5EyyYO4AsuBde5g+LsjRNc+XaCQbpGLB8L887fQkeXbOH0flmAVnHhmx1p7NkyJInKro94q/9vJutlyXyvCRCVxYLjUT5HlPXQtpJ50cqQrqFkF5NpbPzrirHVOM7oGmayTrfiAhDqShxb36+K+phHG1zrm9jnii/+VbZqDkhzoM+Uf1V0fa7HxOhgucMiTW9yZlyJdwFgFpDtMlOqGuzZssoAFuIEvv6KhoWLxjKLAi6H9f/fP2FAIBjl8xzRQRs7befbTuoxf/76/Otdkui85XVLo2kQhpYQnJcET5RaeWJLM+gzHzP/7kYnyjv9mjf12Rlku6FQhQhimTp/8LM+QrxE4rQKilu9uzzmyCkN+cLmiFlJUlR2XyixN93vPYCnHniotTl5D1/9SdXLRt2xDoR4twbnc/OaXTVzasBtPIr2ZqpMlGzfbt8CTY3ucIc5x3EwV3O4vlDOPW4hbjviR3O+yibiA5ZQpQ9iWzEmPORePL2Dc0FV5tkfjZhmp68ryRq/IoSlGSviOpYGHWUfStamiilIkPq8Y17Th1pfbdMz7nuYh5ZtTtgal/K544EoBBFSFZCOjv3Vu+AEt05+otLZEeNEHO+2LDqEftL3JcnWdHMmidK04AXP+1EXPaO56UuJ29dVNk1UbaJm23O5w4s4RcA+63vjUb5HrjpmvDVcvtEmaaJg4dE0t1G00S93kRftZKbpsd+Xu3i9BMXW20IClEzluA5PCjuoT2JnLK0emUXtruBsmrwOhmrINd5fsqy3Kc1fZooe1yL++Wk42OMJiopYecdHJ/Bf33zLnz2Rw+kK5h0FApRhCgSJoio9Kmh428RPlGm/HPS+u3rzWucLGSsb9e8JqfGy56DU49bmLq8sk+O3aHBhTmfWxPlE6IsAauMeaOmpi1zPpeAd2iy5kTKazRMS0jM74G0nxX7vixZNGzVZWuXWsdOW8LS4ECf59ypmToqGnJtFykX8nFJ/nt3Uruxbc8h57NMW6vcsmDejtZHJ+VA0kIl1fg32LnaUlpUmCHtsVMhbNrpTd5LRVR3QCGKEEXCOrW7Ht2GA9aKdBiJfKJ830V0vmJ71KiFuDse3ppTJfkUk5YoM6vTjo8WZJI0PTJLlGTk7WWff7dPVL0pN+ezyZLEsmimZoQmquYy59u5d8L53GiK6IN5hpx3cj9Zwqb96Nj3x6OJqlmJfge8mqjJ6QYGB6qRWpQymk+SaNxvyJTEh7BdyXaTCGX/+YU/5Fx7EL+pq2rrEmkZU2ui5EFpWm1IVy7pLBSiCMnI564YwSe/d19gu7vTlOV8CSWmsxUFRpyuuK0XCLsNb3rl0kTlzB2KzgFlmmYug5zc4Ts/J+uyYWuVavUmmj4hw44k53y3hIUyaKL8E55JK/T6xFTLb2H36KTzudk0UW+YuQpR9nMxYAmXtgDa8K+2A5ixVrP9PlEztUastvKdbZjckuLYtW8isK1dYbOT9D/jU630BbI+T1Ug8x/17v+9I9Aef3S+NF1smJCT3icq+n5RhupOKEQRkgM7JQOZmzBNlIrAYyb1CM5Lisp9wM1/xh8mgPzF807Ds8471rOtDM71eTch7YDeLtzmfPWm6dEGBsz5LGGhDAkp/dqwqekG9h+cwk9vWuVs2z064Tneb66YFSf3k3Vf7Htnm/O5n33bJGjYMueLus/+FrqDY5AgnX8ao9m1P3rsKZLU0fmkhWVpicDvE5WpzDDzfVswS15gkmpIl8A8UYQokkUI8JqSJQssYcae4T/eFQEowXm9TqbofInqiTToC2wpg3BXFJ48UX5NVIg5Xxk0Uf42TM7U8bWrH/Fs2zM65XxuNk3Ucjbnc3yi+mxzPq8myv3UtDRR3mOBYPAR9gm9Ra0efF/C+qDc80SFlHfplVtw+gmHpPvCy1I8LuJAewGmktCcT6U99h1NOw1omjH33/ebMTpfd0BNFCGKZOnSQgc1hY5SmAGo1y73b4peBZOVn7v9fM7lxdfnrTFKWImVY8x0eUGU6skUer3cA2294Q28EBVYwjbvK0N0Pn8bpqbrTvAGmz0uc76b79+ERiPfwBL2hNDRRFkPT12iiQqa87XKKXvwEZIN6dsSEkI87+4iqrw1m0fDd0pDsCua80Um+BV/bVPXbIlx5duzhDj3bfFs72Xf2F6GQhQhBeHuM90dZNJku3lMlDs51240TUxN111t8I4WWRQxUefW636j9vT1JFnBtfMdLZg7ENgna2+WsbPz4kY0dn6lVp6oiBDnJdZE1epNaL5ZzurN+zFo/dbjU3XUfcmEs2IH5bA1dhW/T1SUOV+EJuplF52cWxtJ51FNtltISsKUA0seC1IyWj5QvjEmlfGd99ocC0HTt0G5bSELnNY2fxvL3rcTAYUo0pVc/K5r8YNfP9HeSjP0au5O3V2MyhgkOybKZCyR1speDctYThRf/ulDeM0Hfh3ehphq5g1VcMySudJ9UYNjvemdCEdqomIG2SS34rTjF+GS1y/Dtz/wYqV6MgWWKIH/UBSNpt+cr3Wt/T6Bo98SFsqgiZIKUb5jduyd8Gin8o7OV7Mi7tnmfLYM5/hEuQNLWCZdtibKLfCt9mkETjpmAV769JNya2fP0/nHMUBcGgtp4IYi2pHyPHmy3QztsG6C4xNlB5bIUGZ4nqi8NFHe4BeBDqaEzx0JQiGKdCVNE/j5LavbWmc2cz53QQl9osz0Zhjt0kBFmSLc8sBm61Pyxpx8zAK8+U+ODF09j9ZE+TQaWRc/E5z//AuPxxxJxD+pJqpNvlrtZt/BKUxM1VGpaKjXRbJdtybKH3LeNufzC7+dwC/I1SK0Y699yZkAYCXbzW+F/fCFQwCAp559FIDW/ZIm27XN+ewQ5zHJve3jiDqldV1M0Ankbv6boDjP/ZPdzAxNsy/L7jqqtk9UwjKjgz6lKzOiNknppNugEEWIIpkCS4RooqT1+I6IC40aPL/9qGhT0ty+/33XC7Bwbl+qCUwis7A2jWCy+5RFE1VmKWrj9oMAgHNPOdwxQYuKXufkiSqhJmr77kPS3+nSNz/DMZebnK7nqok69oh5+P6HX4pXv+B0AK3npOU83zr2mVYkypb/VGuf35wPgGOGSLofmanx2q2jweMyLMYlqTuMuH4uS2AJ09nnXWAI1fLEMF1reNIZuEnrExVmNBBmHdj5XpCoQCGKkFyI7vKiEr3Gl6xo8+5qypoto55BILbfj7DVVkFFDmj3oBCYjGda6cyn9Vk0UbLcV0UnYc6CnaB2wbyWb1g14j2wBZAy+kSNT9XxwIqdAOARlPQTF3v8ovIUogDg8IXDzoTQXoixTSTdk9JLXrcMP7r0T1vHRoQ4B4ChAQbmVaXM7xgg76evuGFle+pOuU4lVURZF9JoNDE6Fp28Puzcljmf7BiFNlrtesunfo9f3bk+sq7Ea19hDQjxFSbdAYUoQtqAxyfKY88esazmOj7JQD5da+A/vvAHfPr797uKjOvAg2zccVC6PbVfT6ZoR/Lyo6r1m2Bls7nPZ4h7pi93FZDNybrMwfmmLH+hecMts8YoIcMWusqhiRJtOO/0JU6yW5tP/ssznc8D/VUM9guBZHyylrsQ5SYqsER/XwWL5g86393vo2wBh+Z8vYN6VLsC6k6kiXJ9jjjuO9cux99f+ttQTZCsTsecz+cTlZZ9B4NCnJ1wO1OIc2kUXLlQVvbIq0RAIYoQRbL0ad40UTE+UYF6zUQSgL2KbmzaJyktpE7JYcbG/SHtS6gZs2iGrOBlua9RwptfmxA1KLVrDfBNr1yKH136p55tRyweVjpXvnqbR6uKwRai5s9R00QdmhSTpkYJfKLsZ+fi552Gea726yctxolHL3C+9/dVHE3UwfGZQs3k7FtnC3iqD63sGaE5X++QpAtQ7S+WLFLrk5L1P2pS1F2PbQMghJakYc+dEOcpfaKS1JX1PH8xpfW5I5FQiCKkINydpntlLNayLmPP//krH1Q+Nq8xRqWcLNeVZoBp+M3CcnBczkq1onk0BtdfdjHmzQkGoFClzKZG05ZmaYkVIAFAZAjws08+DIBLSOggtjasr1LxPLdzh/ox6EoSrGma43NUbzSd4BhF4GiirOdaPUlz8H4O0pwvMUWF5c5KEk1U/sl21al4ZChJ9ECfWVvoZUUYbzj+gnZ0PnvhTrGNKrfS9m1K8zR0vmcjecOelHQdnVJz51VvdAQgyfGKxwWRmxDK60hglpFyMhHqWFvQ71nzTcajaol3ejZzXSm85HUX4qRjFsQf6EJWfZk1UXb478ULWkJUWPS6a/77FThwSJjQlEETtXX3GACgr0/zaDTnDvcHTPaGB1uCU6GaKJ85X5bnURZsgnQRHpNw1VPUA0u4E0mrtqPVnpBKXA9slE+Ue5+Ctbvn3Ja1Q7qX4/F1e/HY2j2Rx6Qdr8LM1sPyJ5LugEIU6To6lRonS7Xqq8byigMddwZTnhTFZK5HHCNfFVRy+A3bniDEeZlszJ+/7ITkJ0VMPMrI1EwDfVXNE9jAb873/Q+/FBVNQ39fxYnc12lN1Lbdh/Clnz4MAKhWKh4has5QX2CCNm+4Ze5XpBBl13vNras938P46Fsuwke+dTfe/przA/sG+mmEokqJXzEACdpXwHXIBIOw8Vl1CLQPSxSR1vT+tbuZpL/dTfdvUq4rMb7VUNP312/pbNfz6JrdqFYqOPfUw1NWTIqEQhTpOso5cYxObuhNthutimrn5ZmBD4rnBRoZX0DY75bJzC8q2W7AJyqyoEhK+cihvO0CRICTgf4qhgdbw4zfnO/whS3fC1vDEzDDbDP7Dk45n/uqGuYM9WNyWmjV7Nxfr33xmTjqsDkA4DHH9AehyBN7IWbr7nHre/TxF+pH4vrLLpbu6y+wnaQNeH77cnUCYf25NzpfxMPrCk8epXWSbbP/tpLtZtNMyXAEx4RFhgZQCtGe2dfywa/fBQCh7zLpLOxJSdfRMSEqQ7WeaEFxpnW+/fc9sQPjk/JIRarkfc/SFBcb4TWKUFVU+CnHHTEveT2pGtEeivLJ+PGNK/GtXz6We7ki+WwF55xymLOtTxZ72KJaKYcmyp0QuK9awaf+5VnOd1v4+LuXnY2XPP0kAN7og0X6GvmFpiwTwyJ9t0h7UbXMMFHEOBAu0PhxP69Rpsn2YUla2kq2awlRhQaWsD+kOFdyUqcsa0g+UIgiXUfnzPnSVxwmQ0lX2nxbr7p5NT53xQOJ64yzLRfb011TQA+VwJwvtrCc+K9/ejo++uaLMoe7BUSkqGYJR7s8JkVX/s7A9Xesy6E1XuqNJvqqGjRNw/MvPB4AUGs0Qo93NFEd9olyJwTuq1Zw7BHzcOqxC8V3ybNka6cAeIJO5I3/Oc5iIuzXRDVK+GyXBt/kvgx4+iJVISpEsyND9VrlmqL4MqU+UbbWyCnHVJaC7KPyCnEeWVfq6Hzy7c0QH0e+kd0BzflI12F2aMBP3He6jg/LE6WKbcLjlKeolfAPLnHHKeMP16pwSnjG9vizw6436i4smDuAC886EhUNaCJ68Iu7m4+v2xvbxv991wswdyh9pD03Z5ywCKs3j3q2ySYeKzfux9s+czPe/JJFieu46uZVjklaETSapmO+Z5u8HRwP16hWnWS7nZ0+uJ+TPp+wIYsu6J6wFRmwwT8xzDKp9yfg/Yt3X4e/e9lZOH1x+jJ7lTJGwHT350W0r1rRlN5D2VgcNtZ4NacR0flSPNjhIc7zvzdOXdb3+5/YAQB46jlHR54XHljCFh5LJKUTZaiJIl2HWnLWfFi1aT9eccm1WLF+X6ZyvBMg1wCoGn4oKzmW+djaPdjr8huJwzHPCPnd3H4xh7kiuamVHT/waAWadrg5+ZgFyjmf4vjgPz4tsC3sSrfuPpSqjh/+ZgU+d8VIqnNVqDeajvnegrkirPvYxEzo8fYr0mmfKPfk0R8IIyy6oM1wTkK0DP+znsWc79gj5gUS7v7ytrWpy+tlyuh36E5IrWzO5wtsEEUlwuzWU2ZYPRJUn1Z3YAnV8h1zPl+EvyJ+Ovt+23V+7PJ78bHL740/MUSx5mwKRFxK2UDSVihEka6jnYPayMpd1t+dmcpJMt/J6/LcVTbiNFEJburOfRN45+f/4C8gth3+wV6mBXnaufLVvLD7p3JbNYVVyTwdj/PALVi2i7xXbRsN0zGN+7NnnYKnnH0U/vzZp4Qer2ka+qpax03L3AFJ/OHMo/JcAcDcoeKMO6oBISpDWRVNGrWPdAdecz7190X1HY9bLIiqOtwnSv457LgwDVtUnab16jqLloX4RKUrNFYTVa4hiChCcz7SdXQksISWMYpcAnO+Iq4vzJ8nbU1+jYJKOSrR+cJM2UPHF4WBp5OD0yfe9szMQUEcCr6QqZmGJ5JeVoRPlK2JGsBH/vkZsedUq5VAVMV2IxOi7AmdzCfKzZwiNVE++S1T2gTQB0OVMt6Xow6bg+17hYm3avvMBIZ/fg1sVKl+wtdA4vNENZomduydsL6HaW6CG/2aqCIDSzjXlyq6kmRTBjN30nkoRJGuo1t8oN3NrGT0ifKUmyKBRtw5hd5STQNMs2U/bw9wkrqzTgyl1dv1dOC5efIZR7S/0pRMTddzFaKET1Sy37Ov0jlN1OR0HWPjMx5TKf+KfJwmarhATZT/3cj6qtAHQ5ESjjduX70i8kRVVc35EmiivEXKU4L85HeG8z104S9CsPIHlmiFOJcWlQ6XT1SSsdiviWrltrJ9oqJZt/UATj1uoXJ9pD3QnI90HW3VRHkceNPjXdjL3v6kg0LoLcvpVkb9JGHmfDJCoyqFXLDKRLBspnpp8V/GU885Ktfy8xZe3D5RqnRSE/Whb9yFN33y9/j4d1v+DbbQZD/fcWZOc4oUogKBJXJ+rsvo/FMCyqgR8IyBSSLYKftEqbYjuC1M+NFiNFEwAWNjy/fYDHHikodV9+5TNedLE3HV7RM1XQuPNhrAjNai+W+K/zLf8fnb1OsK4U2f+B1+cduazOWQFhSiSNfRzsASNhq0TAKHe8KzZVcrEECUk2xmXHXGTpALvKWhNu7OyOc+NtnE0H14WKLTOBv7biWL1k42EclbeHH7RKnSV9U8mqB2YmzaH9iW1CfqyMXFRTv0/96Ztba9sbZQOP78RWUjyduSIMh56vKUQpyrlB1Sjkzw8ftEqQaW+P19GxVaEl5/EiEsdB3T2lFgVHaHXfsn8d3rHy++olkEzflI19FWRVSGej2+Pq651+/v2xRTZ4zpXRJrPsmnThGeq6r1OUwTFTqBcW3/3L8/N/KQSG1ZJydIij9Nnk2UCdVFaKL8+YjiKINPlBu/5ilMs/bfb382xsZnAkJXnuQZ4lx2fud7iHJTJkWdd1xSa9jHL79HOWCNcp4oRZ+lQJlSnyjv96ZpSsuX9VP2cXYAJdUQ56Nj05H7ZbRCnMvbF0az6T/ea4JI89ruhJoo0nV0IrBE1glL2Kpxu0KcF5m/9LzTlwCI+l28A5p/ldA96CZdjXMfHubPoxKdryvI0SemVg8+ELlroprNBA7qgt37J3HLA5tzbUcW/JrRMM3aOaccjqcvPabQtgQ0URmXrvt9Al+3vx6zFdW1D3+uwSiy+FmFn+sy55P6RHlPDNPyyCxRAuZ8iukA0pnzBS0osuAU41/UyPmF7Prxr6RQiCJdR5ECQRSZzME6oOpw1xifbDf9tZ176uHR7bAaovK7hWqiFNoRGgZdwbSjo6uAKavO4hMjE6LyNqOrN8xY87cwOh3mHAA+/taLAtuK1DTFsXjBoOd7Vp+op5xzNM4++TDXls7f8zJS+hDUHfzZ5AJNvCYqzCfKW4780qTmfL4jVc354lJ/yEg7/2ia8lFWNbBEVsrQp/YiFKJI19HOFZUU/rtSwhaNpZ1qTFlpmhEaXjyPIBdOHXH7vQc4XzP5RKkff+qxCxOVXTb8V5pNExV0iM7fJ6qpnG/Gz0wSh+2COMX1vNjPblIfrzw5fOEwnnleS9uVdVJfrWh445+dk7FVvU8pp57ucSlBC9XHMLUD5UKO/Fh3X60gQ4Uu/Ml9orx//dYPYaQZ0+12mUj4bISZszdtId0XWCJ50yIpk5l0L0EhinQdnQkskY0kpjd5Comt/Blqx6XCF7I8jNBkg67Poc7ymWaM4twnnb4Ef/+yszOUUyzPOf+4RMdn0Z7JNFFpTFuiSKOJuvi5pwEohxAl8+dKGm0wb97/xqc5n/MQ5wb6U4TKnm1Y96WsPivJfGRz/pFTaqJU+nPhExUs67G1e2LrlOahkuW0StHnOT5RCV8Y0/mfXY74u+fAVOI2pCHv/p0IKESRrqO9gSXyqSxUY5LIpjxpne4yi7tpseNh6LWLNh1yJe5N7BOlcLx73rtk0VDqcgrD+mnOPHFx5GGBNnaBT1RSoePEo+cDAKZniheixidrWCWJyGcz0F91Pi9eIJ6bQ1M5JU7OgTxCnA+6rpHIKaMvibtNRTRPtUypJipMiHJ/lgaW8FkqhHRHl18XjC7nr9Ix54u5jlQ+UU2JJKRA4uco59+V5nzFQCGKdB0dGdQ0Labe6DblGr7UNBNPoMx2dKAxK5D24ONv+UOrdjufk/pEKeWJ8g7fsceXFy3iW5AHV+7C/U/sCGxvNM1In6j7ntiBf/zYjZm1QTO1pkfToYI9qU+UfyUl7/vqnbjkS7c77/Vpx3vNPd1BMd74Z+dg/px+nHVStKDbDgYHxD3KGlgC8AqKnGJ1K0WY86UvLzy+UApzPsX23nT/Jqtu+wS1dyONVUvaoTRM0Av7njerN48CyKffIC0oRJGuoxPmfGnwhO7usFdyqCldDrfS8XkC8NoP/jqQzM/erzL4ZFldDz23R8eMuGfqI9++Gx+7/N7A9r9493X4wo8fDGyvW84MV9ywAnsOTOGtn7k5U/umZuqhERPDsCf17TDn27D9IIDWCq3/+XF/P/34Rbjy4y9XDhFdJAvmDgDI57GmJiqeMo427jYVsT6mWqQ88a38bM/cXW5v53nnkozzP7tpled7SxMVXUYqIappm/MlezZEYIlwDWLAJyqk8MnpOr7w4wdxcHxGfoCElRv34SPfuhsAEkdMJdFQiCKlZte+iYATfFtlKFP6MXhYTJu0kI5Lnqwwxwu0yor3icpQp+vSJqbq4cn8/OYaAI4/cp5nW9I8USoyl+b7G3ms6yB/2zqN/1onpuupy7IFCDeNholDEzNYv03s2zM6mbp80zQxNV3HUEIhatARotrnBG2bMdYl2rkyMn+OEKImptL//jYeTVQZpYUOsXHHQXzn2uUwTRNrtxzodHOiKdKkLEXVoYooxGmivD5QZkg0u8j2+Movwpwv9T2MmyP4Q5yHnHDjPRtxywOb8dObDOWqd+2bcD5TiMoXClGktNTqTbzpk7/H56/0rpoXqYmamq5j047gBFPTENkJxrUoiSYqriz1q2/V2Q4TyNDofLY5n2S//7YcuThspV/FbC+6fll9/u15+JnkzYVnHYnL/+slge0PrNiZaz2NZhP7UySflDFTb6JphufuCsM2VZuuZRcQVLHNGGUmjmXkL19wOgDgiNB3RR37fhMvn/zufbj29rXYtmccP/m9NVktU9eguLj3hpenDKSjPFyoB2tQ6Yc9JWd5HRV/q0zR+UKSAYfWFZOct12BS2jOly8UokhpsVeI71nu9esoUh745Pfuw7997lZ5VnTYZj+SE6W24a2NMbEVYsvKSpGReTSPQV84shDnbqHlRU89AfOsVfZ8UR803MJuu+WpsPoOXzCEIxfPyWWIjXoO6g0zsECRVvietLQkwwkn6XZEvJmCBRr3QkmjaWK61sDYhLp5TCd57gXH4/rLLsbCeYPxB8fgyXvVg6qojdsP4r9/eH9iAdkOZT+Zg7avaKLeUVUTsfR1q7fH25Rgb+Y/LSw6X3SD7NLtEOeyul11pNJEJT5F6byAJqqg17HTrgW9BoUoUloalhCV18ROhUfX7PZ8l9X0imefGtgWZ3iQRMOhcnWqpdllqYQ4T9O3vvkvliqcp1ltCDZCNeBcuAbJvbwZf25cUzu5SBeuydOsv9nr8P8GZ5ywyPncaDQDbUgb0WlqRkw+k5rz2ZP6vBP/+vm3z93qfG40mviHj96Ig+MzTnRA0ht86acP4c5HtmHd1tFE57U0op0PtS8jyrfGTdHdmax7CG9P/AJVWp+oVt3ehU5n4TPkTrTTvzqwiNi2mr2/SSdz3fUiFKJIqZiaruO2kc0wTRM1W4jy9dRtyXfgzzsB96pW/Cqanzwn56r9/tjEDO56dLvySVmbGGfOF9wfjDKYdJUsiU9UdDmWoFIiUwfdCnmep/mFXyh645+dg3NOOQyA0ET5B/q0Yc+nrBDlSc3FbHv9RljGzhzwayXqDROHJkXo8mefd2xh9ZYVOwl17+mhWuakSf3HBvosIaoNofazEvW7BTVRef/KEnM+JU2UpCSJpUJaivSJsjHN6PtZqzc85SfVRBUFNVH5QiGKlIrvXLccl135IF75rutgbNwvPabQxSNf4lhPJxlhGmCawMcuvwevuORa/+HWOQk0UTleoJ2YMGys8NSVonN1r/CFOxQLmiFR0DxlZQiwF2pT7mhyNOk1umWUEslQeP6y4wG42+Rt3H/87YWJy/RPGo46bA4+9KZnoFrRsGnnWEADVE+pEbKDwdiTUVXsVdIiNVGTvoAcboGtPgtzqdjR/nrQms8Rovy/eRy28L98XSuxa4m6Bs9vFfW7pV2AUQ3pkCTEubvfD2uVezxKpYlqVaZ0fBZNVNSZpmni1e/9Fb7xi0c9i4iRppcFPmHuWhlYIl8oRJFSsXnnmPP5eyFR3tqhgg9U4Zloy52i7n8i3NE/bDBLKzAllXdU7lmarlXIJWpn2iG0J6freHDlLphm8F4m10QpBJyIOeQr735hSP2dHWyedu7R6Ktq+NOLTpbuP/Go5KZnfk1Uf18F84b7cdrxC7Fh24GA5qmRUhNlR9fr60s2xFSt5LxFaqKmAkJU654cODSNN7z8bPzdy84qrP7S4TzmvSdFzRlKp4myo0RedfPq3NuUN9E+Ub5j865bsk1FExW2EOkpp5kscIOsrrjxNc5nKvrc8LJtM9Ab797QOj7h3S/KbaFS5bQ/T3g3Sanod026aiETuPYk200WWCJuATtRdL7Yy0uxQhfTwLQ+Ue5TQn8XLahd+Mi37w4WIPvuLSIVUSugzzzvGJzgEkY6GZ0vGKlwDn7x2VfiFMvcyv+7uwWUH97i9eULw6+Jsn2Q5g71Y2KqHnjn0prz2eHC+5MKUQVpoh5ZtRt3rRALNH6tRL3RxOL5IkjDX7/4TLzmRWfitS/Wc62/zPTiuvSu/RP4mw/+GntGpwAk921SyZ918buvw/d/FZLOoY1E+kT5f1zF10p5iE2QJ8qzPBVmjeDanmacd4Qi+3vM8UW5BthC+/BQv8e00FNbIFFUwkpSNr1Kc75cSeb1S0jBDPa3Hkm378Lo2DQWWROdImWoKFtqe5tUqxTTqE73W+HmfO5vGhL3zJoWa39u7/dPyE0EzeeS3ibvwBx/THCfN2iDR+Aq2Vjjv799LgfhdTum0WyaseY7fg2PLeTMGerHngOTUn+hNNjC2EBiTZRof15mdTfdtxE/umElABP7Dk6jMvQIXvSUEzzHNJsmqtUKXvTUE3Dk4jm51NuN9JI5350Pb8X4VN0xZ/bnGoxDxQyu2TRx9a1r8A9/fm6qNuZH+A/nX7xLnnkpmiSBJeL61mB0vgyas1ZkiUiyClFh1zpu+VjOHerD5FTNOjamLjPyazZcdTPEeb5QE0VKhdsUoOZaPXR3/itDfKXyJGjNp7US+ckCS8QUEqaJkp1XhKYtzpzPhJlOE+VyM4oLbWs770t3OmWFNSK9s1SS66p0uEd82jlHh+7z390+n1lGWCQ9j59BwJxPrLjPGerD+GQ9IOim1UTZk9b+pD5R1g/QTFmvny/99GHsOziFfQdF/qvf3r0BKzbs8xxTbzTRaDQD93O2UMbcaNnxXlNZo+ylxd3VRskBhf+2CTRRsUX5erh05cjLCA1xnsUnKuLUcUtwmjPU71TeDKii4iqI2Z/yp01qHUCioSaKlAq3D4ZnVdzVoVx+3fLC22F3vrKOUmUVTeWc0Lrj9qfo91VW3IqeSv3xkW3O5/6+CmBKrPkSNkJFE+XeHzjG992TJypZU3LhA//w1NAcSf7f3T8YNppN9EvWxeoNE/191kDuK9rWZs0Z6sfEVA2HJryCbj1lvqZaSnM+uz1FBnj4rs/XstEwUZ/FQpRNe8ykO0Otluw5lvf7JRU2I343v9Ih9zxRCZoTd/tmag2MufqfZtNM3GDHWkRNEZXZvzpMs+eY8w32YbC/isnpev6RHhM03X1oH0Oc5wqFKFIq3Kvpbv+Mdg3vTkfvN1d2WbqFBZaILjek4zLdx1iDQKfmMqmi87X+Hz7vDS/XX2WYxi4vn6jAPuevFntsO6hWKxhWnMz7J/1hgnK90XSEGbc5X39fxbnehfMGMDXTwBd+/GDg3DSkFaJsU5M8fKKitA/z5/Q7E7ZGc5YLUdYj30uBCf2vcVJNVN5mb3njyRMVcVwgxLli+ardoEwGURNMghU8snqP53u25zGZOV8aWSrqGbHLrVY1DA0IIWpquhGd8iEQBKSYZ7A6W/u5guDdJKXCLUR5w7i2d1CTrrA5gSUk5nwy23BXKUnskNN0nq9+/umJz/HUaaYUVNwnJcwPYkryRCVV/yhF5/N8jj7e/TN1WqAK4r2//sEwzJzPrd11T3DcAs4JIZH+0gpRM6k1UflF59t/cCp033POPw6f+tdnARDXWG+YXKHtYWaSmvOVW4byEB1YolhVlGxczq0KM/lImPj4LG2NWPB03xc74fjkTL1j2l53tbN2saggeDdJqVAxO3vRU4VjeJGdQcucL9geaVyJmPJCfaJSrYBJys/BWVRWQlxgAA3xPrxRsoh/V1JNlMpVK8lCdmAJ130sm3mTvzn+fB9h2hu3Rtd9jFvAOXbJXOm5WfNEJX1HW8l2s9/7qNxAgwN96LPDqc9yc75eEx2vu2Mtdo9OerbNJDXnk2x70NhVmj5BtRlphwXVnEVJ7kbSPEhZ7nRrTIouxe5nilovM01gyNI++VMrBA8Onisja1v7Z2k/VxS8m6RUhK1AexxpC7U7Ce+hWjkl1DRRnlKT+EQpXJ6/DWk71rhcuwvmDca0o3Ve0t9FaL8yjghKp2vSjzLKnM3df3f9YZjD3p163RVYwq2Jcg2mhy8clp+bMcT5gEKoaDf2YkDaenfum8D2PeMA4nMD2eHUa/UGTDN5TitSPkbHpvHtXy7H9Xes82y/6f5NiQSgsGOLHXvyp/A8USkLVOlmzeQuUc4FOlb5ceZ8RSXbdX0eGnBpohTPj6w344/Ifi5feDdJqQhb+XZ3HA3Hjrm4AS1R7g2FtoRH58vnGvIxPQuWMXeoL0bLpWJOFy50ehMwahFCTJiGSpN+9h4T0TbN7dXl/Z0OWzAUfmKOKD8BvmesUtHwzxcvdb6HaW/cAol7EuiOnGcnJfWT1jcprU+UpmmoVrTUk9V//uTv8ZZP3wQAmJiSRIO060FL6zU1k05rRspHlPCd5JEKO7TIgCdFEPCJUnaKUq1BZs6Xmz1f6jOVh8MMTTUVzQ3t8XMyYcLnnGOcO58YnS9feDdJqQibPLm7K0eIKrAdUWXLJvpReaUAqIXids6LvrIihEfTlIc41zQN8+f0x5ytWWVE7vbXKNdEhZntZQoske7YucP9eM/fPyV9xTkju73u9kYFlrBxC1p9ffECaJbAEpoWNDlUoVqtpDYjdBOlidK0ltBkBx2YrT5R5fP9S8/UTPhvnkgwDzk0bbTKThH0iVI8T7H81JooxbKTjnWteYId7KhlrtdWS0xJXbVGM5c2ZH1d0/TJJBwKUaRU+E2STj1uIYAQc74CesVWdD7Tt11z5ZxIHp0v3AE1cUlS8pgHhRURZeLmNucbm5hJVG7SuuLKjo/BF7xP/nPc5h2apnmOv+hJxyRqW97InhX3/Uqsiap6Te3++sVnRp6bhFq9if5qJdUEvVrRcgksMRHjg2Cb801TE9UzTEWEkc7jmUr7PuSNqnBR9HxZGlgit7LTnxPs5wu4EUmFPEWfp9bh+c1vGFiiOHg3Sanwmw/NHRJaEHdnZR/TDk2UJ0Kg9VeWkLXT/sZpBwm7ozYBqSQWN0i4z/jXz96SuHa/0JQ4gITCZatYI9qT/SgNyNknHxZfWZFIfgt3hL5GyAQvTIjyD9L2bXrxU0/Ex95yUeDcJNRcYdWT0lfVcglxPhlhznfCUfOdxL629oKhf7ufqFw8STRRYRNY2UJFlPar0wRDnLfa/6wnH5u5/GLHvezmfEW2L9InylWx/bkZk7+k7GH1iRyOGqRU+AepucNBX43H1op8EoV2kL6yNaDltCoTNmLK6+9P8KrFFWZKVtoK1ERF+xTFyzFRyYm9PlHJTYs8wmOoKaBLExXT2qZrtVrzHd9pqyfZYzHoeq5CNVGuwBLuYw4cmvYcZ2vhjl4yB0cfLqL1hQmVN96zAZt2HAxt60yt4fG5SkK1Uskcna/ZNDExVUdFA77+3hfiA//wNGffZe94Ll74lBNamijLnK9/1przdboF+SETov7yBSL9QyJrvjBzPsmiwgMrdqoXnBPq0fnCfaIi15YUnwlpM1TMuhUqSDW+O+eoP9Rbdo3hlgc2p6gsvhmmabauI+H1FDW/6fSCb69BIYqUikajiRc+5QTn+7CVY8F+8Vdu2OcJXZy3f5CKX5Lcmi+6HUMDffjG+14UHaRBi/EtiiCXsBIyYSe2dAUpShZYAnZ0vrgjIxoXvjkxdjF5hNbO2oYwZM/FYH9rkSGpOV9Y+Ro0x+RDNmmsN5r4ylWP4N8vuy20rFq9mWzhwEWlki4KmvudnZyuY2K6juGhfhx/5Hxc9KRj8K5XH4MrPvqnOPPExdC01jXOdnM+90LBTJf5/PiRaYUOWygCxOQRWU+mIZ2aTpiDKidU+j4t4pHOwxeu0OBOyB79T6V9/37ZbSlNB5Od1HQLVKKA6PKTNym8LI9FDaWoPJmdowYpLY2m6TEDsic29ovvXz0velXF2+eJb9LAEq7Pb/zob/Ge/73Ds18DcNwR8zyag/A6U3SuWQdEYc+XrYwQovNEqZnzKdUTGsFP/DVNxF7iGScsdhfoO77YJfs0j/LgQEvbEzZJ9OSJ8viF+FepW07YdpAFmRC1z0pi6xfavn3tY7jq5lXiPMsnKg0VLV10PrcW4sChaUxM1TxRB+cNVbHQFbLfdrC2z6M5H3Djgwc63YRMyHyibLPNonyi/GNSu1DpjaI073n0ZnFJ5rPUnS6HonfZT6WMWsqFgyghzyO02DknJee7KcRvixQOR40eZ//YVKebgJlaIzTogJ9G0/REj3FWh60ex28iVJQMFTDn01p1xeWJ2ndwGis27POuVGmBD9Z5EsfcFBeV1oE4Lk+UTFvkRpjzpfXHQmA0DQ1TnqoG+1xvpCbZPpu+qobnnH+cvJyOm/MF2+/OFRXmR+Se+EX5jNhomubkEokSokSdrf3X3b4OP/zNCgDZfKIqFS1V/pZ9rr5u78EpTEzVMWdQHrodaAlNo9YkeNZqolzP9eih8vr3qDDt00R9+l+f5Wj/E/lEhTx/Mm1vllxDmVDokALB+XKOcV6sVsNMX77k3uRi8u4uQ6Fppin3r1Yi11trSj+S7MzOUWOWcO/y7XjDpTfikVW7O9qO9331TrzuQzcoHdtomp4VYdtvwX7vAxOzvAcw26TODrggKT9LxKPCJuJZFVEhIc7jinZH5ws9Rl6hdF/S+6NkkuIsS0bU5wowYQvxmk/E6vg6oeRRH/D4RMlXVN2CzmjEqnnLnK8lULj9qWz2HmgJKzv3T0jKMYU5XxYhKoUmap+rXVffshqTU3XMGQoPz99n/c53P7YdAPOnAN0f/tj2b7NZetoSx3IgiSIqiU9UJ4Qo0zSV+iO/+binpSl+6gvOPMLXkOAxed0OlXIWzB0AADzzvGM85wTM8nN6rKN8zLzIFke9IqH/XBNmoeaRrXpInoQv05GuZ91WYZrx2Lo9eLK/82sjqzePKh/bbDalmii7c/FPdArrEAIFa65gCMl7ZHs67j/T9BwjiBuUZR1tam2QO6R3qjIyjE6mCc03yCdNmKviq+yY8yk8LRVNi0ku3DlkrR8cUPCJcglC+8daQlRYChm3OZ9MMNt7YNL5fHB8Bscu8e6/Z/l21OpZAktoqXzT3NcGABPTNcybMxBejy+QRLcLEHkgizzaTdjmfD+89E+we794Tu01uTyEHZkQVWJFVIw3a4SpX8iuj731mdi25xDe+umbAaQff1XabipU0N9XwZGLhzFk9YPuPszzPUUbZYjxSW6eF4p1oExoij4tvwdLZl5I8oFCVA8zd1iswo5PhIf6LRP2CrbbrKYlRInvgZW1gvoDebG2z0gKISrJKSmuKa2Gy3T/lauMIguvKMWVULPL9+dlUiGRIkp2X20NVOuDs9oY0LIVPMeOK14eWMJlzhcieEzXWiZOblO8wKButqYcth+JLLmoW+MzNh400x0dm8ZMrf2aKNuUa8nCIdTqTUxM1XHk4jmhx1d9EkMfNVFdL0hOTdfRV61g8fwhLJ4vAkpUrN85mTmffLvMZNbsQDCalh4/um7/IlUuyV5dPZXs2m+4a4P8vMKsMCSme/BJUSEkFSgqFQ1oxJ8rC+Rgum37QtrWDvmGIlS+cNToYebNEULUocnuEKL2j02j3jCxZNGws82/WhxcTcy3S4iK6uMIcoqDgbRlERnkk2hMckPmtuUjavCrVOLt+cKi/pkICqShwSGySDDuEOchxTy2Vpi8PrhyZ6gmqvOOv8Hnwh04wW22t2L9PufzY2v3Op937BkPFW7cYecrFaGRq/smST+6YQWuvnWN8/2gJUS5BbimKTRYaX2MKlo6nyjb32venAFHiIoy5/P/zmkDYXQ7L1jWioa6v+t9ohqeYCtA63fOM7CEe3zoVEBPFaEkGATJZXkQ5euqWK/s0v/46Lb4hqlgqo+Ezu/hM9/Leyz1dxEq5fub1jpXcqzkvNyhFJUrs3PUmCX0V8VgMjHVHQPjzr3Cv+Kow1qrx35zPtM3DrZrAPPmM0qjiZKb88lIFeI8h+h8cQEzZKiYvqkOyLLveRCwj5ew76AwBZucbviuKV4Aaxey5ts+AQA8of/f85VWdMhDLk30jn0TOOGo+QBk8rzp2d5XrQQiV/3splWe73bAGLdD/8RUzfJtTHfDUmuiLH+YBXMHsGbLKPYdnMIuic9WGGnb2+0868nH4rgjRF6wbftquOPhrR1uUXqmZhoY8glRVccnKoEmKizZrp3ovdPmUSH9tZ9gYAn3zgQnhjUj5aWrLEhluauyZLuytiYdN2WReWXIFE5N0xsoo52Pjbc9lKLyhEJUD9Ow3tI8VuDyYLmVJDeM8Skx2Zs/p7V6bJuXuDsiN0UNYPLQrYI0fgN236vUBytcUlCDkw6PT5SC35GfSgoTPFGv+BcMcZ6sEW6BJ+xce+BrmcBEF+sUWbI5ddwkYMdeucBw3xM78MhqoWmbmq5j4dwQPyGnfFHm3KE+jEdosSsVzdFEuaP+jU/W0GiYqU3DKil9ouw2zB3ud4S/BRE+UX5ma3Q+ADjuiPnO58fWRPfTZWa6FhSinOh8CR6p0MAS1ljq3t2p6HxKpswFrPy4BYkiJ+RijIgv332FSVuzftuBRMe776dpm1NEYNoDnXyv71i0V7IiuTB7R41ZQNPq8MNCH7eb93/tj5H7bVMJmU9UyzlTQSeeAb//jNvECc7n5PZ8muSTOCR4AWkG5ew+UfJoTyK3UoRPlMpEOconyq3hizg0bLvSyqDzo8rKDZ7vjg7pb19nkT8XX77k+QAQqXW55YHNAEROFL+5k4393Nk/6eL5Q54UCf6V/AVzBhwhasuuQ872iam6laqgzeZ8tQYG+iqeSfQb//wc5fNnsxD1n6+70PncsZDdOTA1U/cEWwGQKsR5GI2SBJYI66/9+LtnadYNFwP9VXz7Ay+OLtNdaNprz8kkwxmnA8Vr0u1+/MFo4kgz9tv4k+3GXV6eC8RJ6iXJmL2jxizAHjTSrOp2AkeIcvls+EOc2x3AU84+yrM9bxxnUEl8nyJW99x1xF2TvBPMKEUBqSSxSkWLvR/he4Nh1ZP6HSWJpCfLeXWhfmSwzDDTy4J+d3vS398fHc0ubPA75diFWDinGpk08pYHNovALY0mBqyoef4Ve3/0yUXzBzHqmmRMTHm1UvPn9jvmfB/4emuBZLrWQKPRzKSJSptsd3Cg6mjdAGDecLhPlKze2cpc133q5knWtMycL1efqKCDS6einaXRRHktD4IFnHLsAhx9+Nx4P1iLIgVutZK9Y4jpG65bCcTzebfd60L+kOXy1rmuw7/+6/vuzkWpQhe/pj0Fo/P1MA1HiCqHOV8cdiSwfml0PnEtrdVyzbM9d0zfX7QEqlRzLVfEN081cd6lYcXJi0+MyjAQZ84X55AfnazXuzNMeREacEIhaETLnM97LZe947k488TFwePdJoKeuuTlZ+WvX3wmBvqreMnTTow8LuqXqlTEosnYxAxWbxqVHvO+r96J6ZkGjjp8Dv7uT8/Ccy843lu+M+EQ3xfNH8SmnWPO/oO+hNnzhgc8/laACI0+XWug0TRRSesTpaX3iRrsr2KPK3rg0ED8EKdpwDOfdGxkJL/ZRDeHQJ6aqWOuL5hIrsl2GzJzvmRtzAPRvOQ+Udv2jMcUHF93uyI4qj2GtrTknAWgNUbn+Shrmvoin8z3qemPzie52d6ofsXQze93GaEQ1cM4mqiSmPPFITPn85sE2ddUlBO4P7+Ee3vSPFEy0wm1/BhpzPnS3Q+32aKsiEXzhzx5gfxUKlrqUNaBvjzFJSQZz8U1tk4YHpR3f3aZxWkcvQwN9OFvXqLHHhc1+Nl+RB/9zj0wNu6XHvOEFbGvv6+K10rqe+Z5x+I3d23A0tNE4qdF84QmSiRi1jzhzD/zb8/GlTeudN7Z+XP6MTZRw4lHL8D0jBCi+tKa81XSR+cb6Jf7w4Rx5cdfhoH+qidU/Gynm+dYUzMNHL5w2LMtVbLdkO31RhOo+s2jukcTFYf93kUunLneqdSBJRTHwfjyzRDBJmQgT8EZJyzC6s2josTAIqi8As9myYJs4JjAwfEk+2WDQh3JB5rz9TBFaKImpmrShIN5UGsEBaT+PlvjBM9fuyMvTBEVEVlCNUKPGyewhNX1nXvq4Z4yvXXHtC2i/CzIijj1uIWR51S1eCEqSVLH0Hsb6isV5m0WrMMUkSykdbsnBmHBKsps7FXRxHu+YfvB2GPDfq8nn3EErr/sYpx8zAIAwOIFg6g3mhi3onuOubROc4b6RFJc651dvGAIFz3pGAz2VzFTa4ik2SkXOqoZovMNDlTxqX99lvI58+cMUIDy0c0+UfIQ5+JvousKObQuWZDsxP0yodYfRY1VYaknkpSZRICMOvTUYyXjTJKfK2hl6SVD5334wiGrDO9IpnTpZmtRNBCdz3+oGSJ8hRdNSgCFqB6mkaNP1H1P7MA7Pn8bXvvB3+CT37svcRuiEJMu0zHnk2mi/OZ8dtjaolcBcxdYrHNlJhFROaoUi82EbNWyv1qJFIIqFS0ySWmjaQbMwGxMWZ0JLyTpamzY4X0hQlTiyjpERRMCjSw5rh9VzeHCeYMAgFEruMTB8ZZ/VLWioVqtoNFsot5oYtOOMQz2VzE4IISoRtNM7WOU2pxvRpjznXvK4anqJYJuNvcRPlFeDbM9hiRZTIwz5yvFyn6KEOdxqPz21Tw0Ua6e+A0vPxsL5gWjaJpK5WvSTj3PnIvu9CTu+7lvbAof/MZd8pM8mkrv39Z2iTlfhnZGwcASxUEhqofJM7DE5698EOu2HgAAPLBip/J5spU7N6Zp4i/f9yt84xePOhou9yTP8YlyHQ+4NFHKLVFFruHS0OqQs+SJ8muzZJ28veV5Pp8Vm4OHkkUUCuPIw+Z4TQ7DBqMYJ+Mon6j/++2KyDDZmu9zeLLdkPq9CbzCG4qg0Ob+7NaaeAR3d/GRpRdP1OBXqYj33H7X3bnW/KgKUba545QVOnzSlW+ur6+CakVDvWHiKit31OPr92Kwv2oFlsgW4jxtdL7BgeqsDhCRB908yZqaqYeHOE+UJ0qOnXzaMyntkFNUZk2UpIRWYIbohTPneIU2+HnyGUu87QipS+05tH4PeH8Xu0T/9yxovsHwwZW7sGufeh46pcS8rmepsPQt1GHlSlcJUbquv0jX9e/rum7ouj6h6/oWXdev0XX9SZ1uWxlxNFE5mN+lDQ9bq0efZwtON9y1Qe4TVfUKH20z54tw+lSdo0WFL4+c6Nkdf8ghb/3MzYFRIbVPlGvwkQ2qcRPSSow53z3Ld4TXbQYH+aSXoZTs16XhCyvf7XvnmP+ULB5L1OBX1TTPe24CWHZWMPIggNhAIDa2mZudf6nmKr+vWkGfpYnae1BoqvYdmMJAf0sTlTrEedo8UbUGBvuF4Peq55+O973xqanqn+10qzmfaZqOIO0mjU9U2KsmDyxR/P2q1Zv446PblPL6uYkO6hPcllwTldxE0va59LQl5IS4Cb9vncuppAh/Vk1TH5/C5g9xGiGVu5nmyrrzje4OukqIAvA2ACcC+AKAlwH4T+v7/bquP6OTDSsjtvlCHgtlUQPFoYmZQPhjm1qMJsodlrnu+ES5JrQ+jU27o/PJytdSrHQ3fCuYUUKgmXD57Hsfemkq/xPNX7+kiIoWHY+oUhH+MGH0RbTLr+kBwge/8PxRCj5RLu2i+2o8WjBXOe5ny3tMSAXtQkETZVOvN0KFGFVNlD0Zna4JIWqm1npX+6sVVKtCE2WHEW80TQz0VzBda1pCVJt9olz+MP/0inPxrPOOTVX/bOW4I+YCCF+YWrVpP/7yfb/y5A4rE9O1BkwTAR+3ND5RYZN3e4xyjwvtkDmvuGEFPvOD+/HQqt1W+wC16HzJ3kGVoSerplfzVSDM5EK0Yqr31n9cBtP4MGKMMqSI4BjBZ8beFzje/VyFlpmNLl0jKS3dJkT9m2EYLzQM4xuGYfzBMIyfAXgxgEkA7+5w20pHnivpUZOav/3QDXjdh26Q7ksmRDVRqWjeyZfTGdp/7ZUm8T1pxvE4wqLzQWttSxNYwjYxMX1CoK8KT92qtSxZNJxqdcqTXyMklLmmabE5Q447Yh4uOPMI6f5qhNajVm8GtF9Jx+dEuX5NBO0HHVq/uJNXJo/wgW2ionm1N7V6eGCH/j61QAp+TdRMveHss835Gk0Tw0N9nnOmZ7IFlkidJ8oKcU7S8Y33vRhLFvSFTjx/cdsazNQaeGzNnja3TA37OQ31icrBIkNWRjs0UXtGRYRUd4RMd7/87CcfixOOmhc4L81Y5S87uK+184n1e1OVHyw0uCkQETy0Pd5z3MXl8cs45Wua8gKqLFS5/3rkC6jR+6+5dU2sEPTgyl247o61Su0k2ekqIcowjF2SbaMAVgOQO5DMYmxNVB6rMXGTmjDzmzifKHekv3q96Zjy/cXzTgMQ7FttwfCQ5WfzoW/eHVl+Wpx7Jun1lFX61rkfe8tFAd+uqDLyThCoiqy6uDHDbuPZIc78fTEFeF2aouwlwjRUCcz5InJeuV8Rtw+FSh6qdhH1JlUqQiNsU6s3Q1eM02qi3EErHHO+RtPJy/OMpUcLc756DoElUoY495tykWS4Uzn4aS3ulHMxoSVEeZ8B+3mvJRCiwu6B7RMlCxxQJHY/1NJqSPpO6XnxZbqJmiucffJhgW2rQnLSyXA0L5I2hZrzKd7cwHKXc79UWxeO/byLPFHhTE3XA9vcJnzBwBLBMuKa+71fPR67cPyRb9+Nb/9yeWhl3Rw4pox0lRAlQ9f1IwAsBbA87tjZhi34pPVn8pTlevHC5kayTiSubr8mqt9avX7TK5fi+ssuDgweTWcQsTQ6BTmRBwNLuCfTyer0rpR5221KDnRW09owV/F2qBLtWCXaiMHW2oT6GiVMxJtFExV3vwITD9d12Xfho2+5yOVDUa7BJjKwhAZPAI9avYlqRcOxS+YGjo2KpujGXtGfnhHv9YxHiLKi87kCSLz1Vec5mijTDOZ4U4WaqM6hIUKzYvdLJZ01TFnPqV8TNWQHSJGMT0mxFxK8a2vF9xOaY5Lo2hYwTQ52gFHjo6y/tMuXCcp/9aIzFFoajieIUUw7/MdHE+zHEbElLcIMMfx+vuYDvw6p1TV3iRNmFGKc1xQisEZRrlGt++nqZLu6rmsAvgUhDP5P0vOXL88ud42MjGQuoyi2bRsFAExOzWRup3elXn7dd9/3IBbM8U5i/HMh/3l7DrYmftt27IRpNj3HrNkmzBhWrFyJQ3sGsXaDiIazf3QUAKDBjLy2Tbun8d3f78YlrzoG84fjJ1iNhljNfPzxx7FrSz/WbRbmCps3b8bQgOhA16xZHVsOABiGAQBYtXo1GmObAQhfFQA4cEC0f/Xq1Tj9mCGMjIygaanZ1q4Vqvi9e8NNJXZs3+58HhkZwaZNh5Ta5GZ6ehpjh+oYGRnB2NgYpqeDnfP2bdswPR3uA7FixQrs296Pbdu8+Yns32RiPLpd+/btcz7v2rULDz/sjTxol7Nundw8YfOWzc7nhx5+GEP9wRne2NgYAPE7uOcUy5cvx7b5ogus18UEa/vmtdi6W2h09u8f9fzWGzduxEhf50yZwu4xICZLE1MtTVSjaWJ0/3687jkLsfvgMH5wc6vd69eugXloM+KYsJ6HNWs3YEn/Xmzbvh8AcPzhA3jk4Yewd88opmdqWL9hEwDgiccfw+7d4875O3Zsw8hI8udydP8+TEwm67OapomZWgN79+zEyEj481rm/roMaJqG/fv3S+/Tvv3i91+3bh2G6+EBYzrF1r3i+d+8eT1Gmq32jU+JPnfVmg1YXFV7fw8eHJNu37Z9B847dhEeeughZ9vuPXsKf6727RX95Pr16zGi7cLExIQzlgDAvv37UJsJCokrVqwILXP37uC9mJycxMjICKYkff7aNWtQndwa2K567ZOTYizftm0bZg71O9u3bNmKgweDEWe3bN2Cxyr7Atvd1Go1TGkN7NvXwMjICDZuFP3PmjVrrDrFdRw4cBD16XTS//5R8dw3m03MTEdHxrXvxXprnjI+Po4ZK7jWgQMHsH69a76zbZvn3LGxMTz08MPO97Vr12FgZjv87Nwl5gW7du7Cr2+6G31VDUsW9AeOc/8uG13zgwMHDnRNP9gN7exqIQrA5wD8BYB/NAwjvLcIYenSpRgcHExd+cjICJYtW5b6/KJ5eOtyYMUh9PX1ZW/nlVucj/2u8kzTdPadfubZOOGo+Z7TNvzGm0fB3461W0YBiJDpixcfjuFdu7zHzN0J3LYXZ+ln4ayTD8OYtgW4ax8WLVwEbNmBarUaeW1XfOE2AEB17nFYdsFxsZfZd80OTNfqOOecc3Di0Qtw6ZXXAgBOOOEEzB3uB+7eD/3MM4Fb4gdjXdeBm3bjzDPOwPlnikhplZ9vB9DAksMOAzZtxRmnnwFzfDOWLVuGylXbgUYDp556GnDnPiw5fAmwbpO07GOOORZYLoS0ZcuWYdfMBuD+0dg2uRkaHMK8uYNYtmwZrrrnTjS1aeCgd9J7/PHHYdWOzYHtNk9aei5OOGo+1uw3gEdbk3z7N7nuwbuxfmfACtdhyZLDgfViwDnqyCNx4QXnAFe1Bpdly5ZhZGQEp592GnB7UKg8+aSTnOu+4PzzMWcoOJhc+8BdwI7dOOP0M4SfjvXbPelJS3H04UJTU71mB2D97pUN+4AHRrFg4UKcfvopwG2i3lNOPgnLlp0Uei1FY+xZCTwWvMcA8JPbb0TD9K6SHnnEEjzv2RcAAH5w87XO9nPPPQtnnRQ0zfEzU2sAV2/DkUcfi2XLzsTtqx7EkYub+PoHXgoAeGjrY1i+aROOP/54YGQUF15wPvY3NuOWR8Ti1InHH49ly5KvXv/BGMHOsX2J+qypmTrw46045aQTQusse39dBrQbfoOFCxdJ79ONj90HbJ7EaaedhmUlDNoxsGYPgF0492wdTz6j5aM5XWsA1/wKRxx1DJYtO1OprKvv/SOwKzhhPnzJEQBqOP/8851+6rDDDseyZRfmcAXh3L7qQWDDBE46SfRBc267DTONKWBq2mrDYahjAjssQdfm3HPOAX4jT0lyxBFLgLXjnm2Dg0NYtmwZhm68CTjk3Xf66adj2TlHiy+u+cAFF1yI6+9chz95+klC6+fa52Z4eBgYreG4Y48T/lt3iH71+OOPx/7pPcA2r+B27LHH4dylxwLXhwvsff39GBrsx+LFC7Bs2TLsqW0E7t2PM884A7htDwYHhwAcwoKFC7Bo3qAz1iThsMWLgU2TqFarGBoaAMbDy7DfmzFsBu7ahzlz56IyXQcOHsL8BQtw8inHA3cLwdA9hgPA/Pnzcd55TwauFoLTqaeeKt4z3/0cmjMPwBSOPOpIfOOGdQCA6y+7uHWAdbz7Hd45vd4ZJxfMX9AV/WCZ+uvp6elQpUvXClG6rn8SwCUA3mEYxvc73JxSkmeyXTfuEOR2DhkAGJdE6IvzbXjnF/7gfK43mp6yAW9kNfHX9HyPsha7/4kdWLPlgF1QIoI21q2tSZ113aYR9v2KMrNo5aNKUkcKNAVzPoXAEjJEOHENfTEmXQGzkYQXouYTZZnnmSb6Yo7XNM3nE5WhcTlj/1Snn7AIf/tS3bOvUtEcnxCb0MASiiHO+/sq0DRXiPN60xOUoq8ifKLs/qVS0TDgMqeLM+UMI405n91G+kRlJ6zPbgXFaWdr1GmZ83mfgYG+Ciqad6yKIzw6X2cCSzgmxo5LljdKjgbvu+dsT+gThSi/pZDC7lm+Hd+5djl27Z/Amy+OzzYTmo9QhsKt9Z7rb3+O5nxavD9g0+8LapqtuYuvT0ubr2kyB7NUkh8ltW6ORtf1jwH4AID3GIbx5U63p6zYtrN5+3aMuRzY3aHNZUlVoyIE+m2CGw0zIEQ50fmcfEam53uUQLPeZf6kLJCEhucLHpIFWUZ1Z5uCyXMubYD3Mt1l2oE9xHgQXpl9//2Di+0/ExehLegTlSyAhNcnKqSuED8oN24/tIpL6CoT9rPytLOPwtPsFWEL2cQ2a2AJTdOc5LkAUKs3POdWqxrqrgS/lYqGQZc5ZUqXKBFYIqkQZbVRNpEk6kQGlrC2l8xV0MF+Bvw+UZqmYXCgzxGyVAi7B/Zz6U22m6ydaWjlugtusz/LhahkA0Wa39YO8hSVVB0ADoQmiTc9/fJLnnai2GpmjnCeT2AJe4yLiywBVyoTSetMf3skbXOPOWFNT/IcO2W5n9fEZ5Mouk6I0nX9IwA+BOBDhmF8rtPtKTN2Nu28NVEnH7PA+exeFZmYkgSWiOjFxn3H1xrNwASv4hs8/JOrpI6zqsg65dZEO7sEE/WLtDRR7Vvy9edEsn+3uDZUQgJL2JHiEuUK0pL/ZkqaKM/xYUeZzrEeTZQnoEiytuWO/dBIGiJ7xcPuvWqIc0BoduwV/LGJmjBpdcqvoNk0nSig1UrFM5FT1Xj5qVSSR+dzNFEUojIh+rkwTZT4m0eo8CKYmg7XRg4NVJ39WZAHbW1DYAlZdD7fMbLFkaSBl9Jciz2/6KtWIs/fP+YWosLbZV+HO8dSFNIQ5/610DyEKcTbIrQiIrcaZ3/evX8C19za8rGVNkmhnZNZn2NKUbnSVeZ8uq5fAuBSAL8CcJMvwe60YRgPSU+cpWzfI2ya815RP/nYlhDlFpxmasGXO0p+c+e8AISphF9z0TLnsyPceMsoStDwd95rtx7AOVYYb1VzvqgBwF69lA2GaaLzJb0Ni+YN4ojFw56JhfteupMC25tf/NQTcdP9Xh+tsHtha0EDmkUf/kHe3YbzTndltg+5Pvf5YbfAbc7nDVkevF5Na+Up8783nRaiImQo6UJJVk0UAAwO9DnR+Xbtn8DSU1uh7O1EyuOTYn/VZ86XRFhzk8qcr0ZzvjzQXJM+P/b7IDNpKwPTIdH5AGFa2kiQODHs+ZONpe3QWLc0UWGqKGBA8r4l7bNUku26mTvc74z7YvEjWX02YeHalW+tf17QMmHJjN2ayAwcFoHnxmzZmmzdPe7bFfMshWpDU7x/Hg0Xpag86TZN1Cusv38O4G7fv190qlFlxdYSNWJyNSXFbb7g1kRJhShXpzJ/jtfp320WCHjzRDn4+sKgT1SUJsprM65C2FG/v68lPCQO8SspNGrgbUcXd+mbn4FqpeIyk/S1wTbR0lp3TjYpjzPZSppw1X30J//lWbHHJ1pojbixbgHFrYny/nadlaKc/GGSfQ3J4mSYJiiREGWZ8zWbJvaOTuKIxXOcfSs37gcA3HDXeue+uetMUo+bagpzvkdW7XbaS9KjafFCQVzuv04xFeEXt2d0Ejffvxn7DnqDFxgb9+GHv3kicHyYwNXKH+ialLbhdtiLVWHm1xqAAUlk0qT+u1GXEpZH0A4dLyJ4q2iOFE28le+rS+jybcpFYNDcH6Lb3uq3stcb1vasz1vJrNS7nq7SRBmG8fxOt6GbmLFCoIYNimnzqrg7SrcmajpCE/XkM5a0gjxY+B0kZyRClL9DdRxrFfJEZZn/ym9ZS7DISuSqaLuS7fr8H9zV2c9MXB6mljmfd6ddbqwmyndeaNLIkPMTJds1zcDEw8atifIIUWVE+jsEt4VpgpJpokTep1qjiabpddp/5XNOxQMrdqJS0Zzf0V12WiEqjTnfmi2jAIAzTlycqk4iED5R0VqYON+XTjGlYNJ5x8NbcfFzT3O+v+vLdwAA3vDyczzHhZnAy8z52qqJcrVLxZwv8RjijD3qh9stmpquK5sD+k3w3N/dORRjy3N+D7nVQNaf5sNvejpue3CLU2bcffE/N6arjXH40kiFH+ccr35xJR3JeoJu00SRBMzUWoEl/C/cr+9ch79636+wY++47NRI3IPGbQ+28s1IhShLVjh84TDGJ2uouXJb+KOJTU7XA6vnjjlfILCEINonKt7UKwxZB5XUzC6q45L1f3axrYSH4QT3JRe4NPhWNt0renYbKlrkQBxm/uEE/ohTFfnMOJKO+Z7yQ85dPH8IgBAIQjWSLi2PLRBUKt6jO27O59zrYEP6JRo/2co0EC/YurE1UXtGJ60yWxPUs04WYdInp+uORtidyDdtkIdKRUvsx7lp5xieds7RmDccDHFP1NEQPpGbsISn717/ePsalIDpWgMD/dXoyKeKj1WY9UYr2bu7zOKnqIHofD7JQ9OSR+eT0XrtZCNMcJsQdOxzTSVzvrgmuSPyqtxZzzX6fos0AoebvmrFaY8QoqJb7wSWcFUXHu0yuM0TWCKkyVmfN2qi8qWrNFFEnWbTFD5G1oSk2TQ9plU/v1Uko9uxd9zJlaOK+x30aKIkIWTtTuGwBWIiOzo2gyMWD0uPn5quO8c5uFaUtu05hK9f/ainEVFaoTST3qjgfC2Tr4QmajJzvsjRRkGKyogQWPyqqNZH1cAS9mQjcJjiJfj3h2qiQrfHVADgzRcvxZknLsKTzzgChmWC5q/c/dvak7BguP1yILvm/j6JYOUSaD779udgw46DqIRMtsIYHKhibHwGb/vMzYEyB/urTjQ3u2/xmPOlDCxRTeETNTo2jXNd/lokHVHmfAd8PqxlY2qmHghvHkTtuUoy8W3LpNSlTfdtcpCZtidZMLEqSH68S7D0h/EOwyP3wLfg6VifxEtRfnP0wBid44+jIX6Rz99vRZk4+rdr/lXNEPIMcEWyQ01UF2KaJlasj8nkbTn/2oOKf1CwnRNlEfVU6repaBr0ExdjeLDqaL7cTM2IbcODQl53a6L8oTqnZuqOs7qN880EvvjjhwJtKCo6X1Rnlo85n1ez5sa+j0lqydKkB1bsxIoN+6RRjuIUSUsWDUm3qwqcWQeCsEARboYG+/Anzzg5MkStW8toP1PVim/Q7PCgFbUCedj84HqYW4g5+5TD8LKLTsafPOOkRHUOuaLz+ct0v3u1umibWxPVl8WcL4EQ1WyaODQxg/lzBlLVR1poCA8scWii3ELU9ExDQYhSI14TZQa2FYnfJ0oIHq39YVqSpELUwvmDTnkBXNv+/a/PxzFL5gpNlLWt2TSV7kVcN+q+ViVNVMQ29/lpNThOe8OHDwe5JkqtnoDMGKqJUisv7BwGlsgXClFdyPV3rMN7vnIHRlbKM5EDrehog1akIv+gYJvZTUgS5MbhfiEbzaaVH6ZPas732wcPWO0Qg1vNFdnJn/zw0GRd4hPVMudzT6wcc77IXk2yuqWIrKNJEzUvjKjB5qs/fyS+gJwm9CaAj37nHlGke7tLExVW1QVnHuEauL0HpbGNT3NFyRMfuz9Hn5s2WWxRnHb8IgDAKccuDOx71tnzA9v6cwiy4M4TJSvT/pntiG25+ERpyXyiJqbraJqgEJUDUT5RdkAJuy//3vWP41Pfv69tbYtjaqYeG51R9bEKE+L/+Mg2jE16x612aKL8Ic6B+P4LQGBRMoqLnnQMPvymZ8QfCOAlTz8JTz3nqIDZWj7R+cRflUAV/nvg19LYmrFMP5FVRUXJnC+4kKw6FqqGdM/q4URzvnwp1yyBKLFhu0giu2d0KvSYmpN4UK6JsldMDk1m00Q1LDPBOUN9MDbuw6pN+6Xn2M6+bmHOnpzZJnwztUbo6rVpAg1J+E91TZTqYNKyx/bzlaseFnXm4BQl69z9xUbWk7EntJ1kzZAGuANLtGzCfVpCmQlGwuZl1UQpuESF1uet2r5ezcmDU61o3jxRGdqZB885/zh88/0vwlPOPiqwT2bKk1aIcTM40IcZ12JH3KTMvQiSxSdKNdIX0NKQ+KN/kuQE+gQXdp9gh9K+5rY1uPux7e1qWixTMw1n0TAMVT+TqMA/T2yaVPJ5yRO7r2q6UmP4k4jLutIk/euLn3Zi0JzeXVbgu7A/c3yiJL7XYSUFxhKpv1V8WSZM6TXKzPLtz2979XkKbXS3LfgpDFl0vri8a+7v7m33r9gBQKQjkZ0Xd6/d+6l9Kg4KUV2IveobNaGZsTRRQ5YZXZijtoomav22A57vHk1Uw0S1ouGMExZj/baDuORLt0vLsCdU7hwjdmjUz7/zuc62QGAJV2foXh08x/J/OObweaHtLsoSK2lZsgFCaeBNUE+ay9OgeUYZ9zw8qd112GFxZ6vey7DjkiaTDCvHebS01op7IGdZp6UoAMcuCX/e/cjyxiRFaKJaCy3+Ffo/f9Ypnu95ReeT1RWGrdG2+zqSHg3hfZO9ADZTz560tghUzPnWbz8g3e6/5CSBTVT9gLLg1kTtPziF6Zm60viWtstS6etsgdueoNu+10kJ+gZpjn9QYvnUCRAkXww9+vA5iU0+7XufJjofzHBzPtlmt7Bz68gW5fOkxykuGJBsUIjqQuzBLMreecavifK9yfZKm232F8W3fvmY57t7kG02TVQrFSyYF21K45jzuerbuvsQjlw8jMMXDmOxZYs97JsIuZPmua/hVc8TYWpPOiZoxuScm2HWG9XR5OHQ6Sx0RvRnkVHxMrfAGgRdJbmFPU9gCc3e7y8gvOz3f+1OpYmIR8BMcVsTB/mIMfHU0NJE9VUqnVc/ZSAfTVTVEwDG/5Mumu9dJXUvgqQV4lqRyNSecruvy+N6Zz0R5ny2H22t1vAcs2v/RFuaFsf0TF2aaNfNbYoT0zhhwPRoGpSalwl7rahpmnjDR2/Erv2Taos6BS8ems7/RNuU1gY1Sbt85nyWDKVuCicL0tBqYeBjGkSzo29oU+ITpRpYwgy5f34tktvUPgpVDVjRbNh+EL/8w9r2VtpGOOp0GXc/th23P7wVQLQQ5fhE2WZ0vkGhbu1Pk31e5hMV16EPSjRRW3YdwknHLAAA6CctBiARohwZyuu0qlW0yES77nOTYJ/ztasfxaNrdkuPUdV+RKnQlRxwlWqxjk05WHqC87k1UdbPVIlYffMbZLg5cGgGYwrRvJQ1USF3w23ymGlS4QQqidBEdZlElYsQ1V/1CE5xk0u3Oe5hCwYjjgzHfr9UtQF2X5c2GiBpoUGTrpyLoAHC+qFpehPufuYH97exheEIc754wV1qfRFi7h6Ka7exaT+uvHGlShNT09JEtbb5F0AzB+lJ0SZ3MAR1cz6FujVNCBUx5wVM4lqnizb5rOtUIuz5ccaYiMBENvYCd6taE1EpId2omjCrmvN55hgdVD79+2W34vLrlneuAQXDUafLcDvyRnUGtqbJNqPzBGUwTSfAQ11BExW03W1taDSFOV+cn5A9uD26Zo+zrVZvOiuHVStbaMAkxxaiTK8/lUrUIS3kswrrth7AB79+l7zcxKNNcJOdz8bbEfoOLHjO7r8O9yCsEuI8yicKsIRI3/aE1nexJDetlOP+FewJVF+14ovOl6yuTqMyoYzDb/riF6Ls9/BvX6oD8AoyaQNzOJooRSHK7sOoicqOMKMK3ne7P7AXuWZq4VFWO8VMvYkBhWfgtR/8TWCb/4rjhCj33snpOn78O0OhhelxLybauAMzJU0NoVCjZItk2cxsCU5ZovP5o6zKFEkynn/h8bCa4fkrC8SRVgPjkaFibqfs+pNohNS2qV1IWXLFqwp93QpHnS4mqqO39w1INFFixUh8rmXWRInAEnGdta2J+tlNqzztcLRJ1p9h36TNLvXjl9/jeQnt8NOR76VC+OsowjROqoEl6vXwxv3Vi86IPT9K8xHXH51safiiqDdMJ0iJH3twOvPExa1WRFy2dJekjf7fQfVehq1JVhJKOWHPgXvwtU1Ljz3C639UBp+oJPgdktPgF8SWnXWk5/ufPesU/PmzT8FfWOa1tuD0wqeckLpOxydKccytSSIDknRomvy+2+PHkESI2rzzUCpfmLxpNprOYlxS/P1pM0J90Il+wAn77WrnQZ+mP2uz0uQ/9C8+KQcUivuuef2twvinVy4NEcrE30B7ki66+azN4053NFEK5nwyVI5tusaqyLIk0YyTtidPStBFFAI9cbsMO3kuEG2KZ7/M9sTCPci5Bac05nzu1RYRWKISq2GQTXBsU0Cg1Tn5oyvZHUXTlK3yaDG+S55DlXCfM9hfxeR0cJVVdbD5yLfvDt0n06RlG5y9J8dFUdM0DQ+s8IbIdwuNTzv3aFx/2cXqDZMcIluVq7ieX3/RqYTGDIOibMKlacBTzzkKl775GTj/zCPxxLq9ySooEQvyEKJcEfb+910vwGJf9K6hwT689VXeaFdXf+bPMwk09s+iOjG3c8/15xBIY7ajafJACQ0n76Don/3pLKZm6pgz1NnoiE3TTBxoJoywPFE2snHHNOWR4vLAH7I7uD/kvKgyI+tTO8ETpVBRE+UvyH+KPSMI8xFy4zfpt4UuvybKtP5Limm6xnsFVZQ/qqNpRgWWMH3Hylsoi+JnHx9FaMLoyLOKw/SHlOwRuHTXZbgHiShTPL85n/vldp8XpS2xkTlA2tjapP/f3nnH222Uef8nnXNudW+xHdtJ7DhKHKc6lfQCBEihLh02lAUSlt47u5QtbxZ22aUsuwvbWDrLhrC0EOrS4pCQqvRuJ3bc7VtO0fuHNNJoNKMZ6UjnHN37fD+fxPeojEYjaWaeeRo/ePCCx+iQjYvPPEwqNLTaXrjdOWQRgKSjOo/YGenGq24/V1UUn6JMyID0Dm3QNB+y1ULtOWIoW81vFaoBIyaEZWwv0ecJYDbzFjYdeVBigK6aT9T4SPdrZLwmipmg6hhq1LqaTNYymvM1yZyvMBTWfOGzGAuTpmdffCubTkce6t+M+E3nCVte5kp7wscn4ESH0wynaGRkpI49RnWyAD7EuWFgCd0F03ITyk+V9eM+cgEtG6EMZXB+9N7E3SekiMKRZJv8vC7N+fokRQ2CtroMSBNVMWJCVJo5X7CSNqTTRBl4PbJvdmykjkOWz9MGlrjqPzfjfa841b+u52uqZBMc3pzvsrPX4tjDl4SBJhgxzYE4AUd6fxKzs065PxUqn5KsCV553nf5KZg7PtT1dFxcs0pUKY/5osqu3uBcaZ4PybMRZWnTahbV/fL3KLvfZDsq/q4ARayKDzeiIcJUiOoWO3hJ0nL18JAQVRyWJU90zLTHzCdK1ES1NJqbXsBbNmQla4hzlaCZX4hLh33LLCcagy1ClqUBi9ch+ZsPhtAxDHHuK3TUC1RhdD5Pr21hiLILew9i5+d4Rflq2pbe91umwTSWHaTWNsEO5a9gm0QLqvIH61fOKBKiiIGA/4jTNVFxcz5+UGi25FopHQvmDOP2+3cAALZs348VS8bDwBI8t9wTBY9gq4My06lWuxNqAyzLwtqD5yeO4TvXxABpWcaanDyDjGpS1s14derGFQCAex7eBcBcCMxKNytuxts14cI7npeoR9oglLpqqjJj4eugPp0/ISTrhKdiMlQh8AsJRQSqMCEKLGF2PAlRxeFPXiUTQSZEjSR9ogBzgbdMOp385nz8HfM+w8rjJfvL9DVht/WdX94X285r0+Wa8pT+NuV6xhYC3N/tbqLzSRYBPRjKPQbatsjnNXPVOHO+9GvJruf/bWZWZyrcKAV4wbJCJbT0K75DL5JS9wMadSoG3wmkDVydUIhKRue775Hd4d9ZfKL4jpUl4PUDS8Rfo1geKc//uPm6sk6lHeSYSr9o9Kcs+Wl6p93dtFfVvN1oohjSLOua39nK1+zPc07CFC+9PNmYIE5y8gzW3cBfTWbOl6hfQdetKkMN//tcOHe4J6vdQKStNM4TFfhEmUTsJNJRBesRNVGiEDUIq8wdz8vdN4sRZ00Z4nwGy2wD1bcXaqJylJm1tonofMLLYhydL1EPL27OB25sN6wkE0DY4VEgDk4bY1ZUgizmfLKLmOeJMovOJ/XHk5Qffxbdt0O3DEIfUQY06lSMjkKjJMKEIzYJ4geGj3zht4nj0mAfLT/BZJ26H1gi3rXwRXY8/7zF8yOH9Omg3jItlgi/VxwgdR1at3M+1UefPYpR2vHqjiXLaUXMb1U+P3l9gWR3liaIpZZV0CoWf31bFlgi9dxCqlApppv+t7ps4VjPrhlG56MQ5z1HtTAVRucLtJHTzQ4OWhS9E7pADL2g3Y1PlGCirj883h5AuSvtqr4nXAiy5Mdk8i3K2HQWECTE9X935RMlVIRVxaQ8vt6ixinZhWR/P9gZMjNEEVGYk9chPDjx0+QdkpvzmW1L31EuM1SGIiGqavATC5MQ5zJNFI+JLTs7QubE35HYobMQ0cwswveJquHyizf45QV1aXPmfCr4TkumiVLx+M4D+NRXb0wtW3o9rpNtGwQzyEvZE/I8go+yTlbsH+OTPc9LnJQUhA01UarXlD89Y6NK51upgS9mnxR1+OoFOHrtYrzuOcfqDy6I0JzPWBMVTyxO5MeCKsS538ahJqrVjkdpHYAZkmwsMkU05zM9gc9rWG5gCfl96RJMpy4KpewTUxlITwgUUey2jaPzJVVRiW489LfKaeImS06c39QwFKMy18NTqZcgEYYkmrd2R9ICBn5T4bXTTukxpIkiBgJ+sMrrE7VyyTgAYPH8kUw+UTysO5Fpk9iqNetQ2X6Lmxx5nmdkzsePHWPDScd2Vedw/6Px/Ed5hJaOQktXpFlTXp+oux7alV6wVk2X7XrSIiRCtf4kdRlpFDUI6Pzk0uZgs1ETNdyo4S+uPBPrVi3o2TWzaqKmm23YtpU7uS8RYVnytBFM08T7RPHapzypMoqmK5+oDBNOy4qmrLwmqhc+USI1zpxPdefvvfwUnHDE0sT2tNq+9Okb8IX3PyW1TmwBjDfPN22CZJAKzsol+L8Hs/LiRSWkmNTr6suOlvmYcGdEzKVBdYhgzoek0PjMt/8P9k80E8elXC5EtbDRN3O+QZDkSoBGnYoh+hspj2MhziXR+UZH6jjpqIOw9uD5Zsl2g1P5y1lBry4Toh7ZtjfcB0RCFJ9Ek9VHp4niSZpqWMqVKrGDyqOZUbVvaZPpDKZuN7iPiycXcP1Mm7XRD/PYx6swWZE0KatXfj1EfrILUR0MN2goKwpZs4eBJYaYENVBp+Nh3vhQbH+/8DzPNx0v4PvOIgzxJqT98YmyUvfDsnDaxhU4acNB+mtwPWjNtrBkwaiwP1F0jI5hYAntWMyElS6ak9WNLyL62/wd4f21jMz5hPtPeyXEXSlKq8RxurJUx6VtL5t+9xFlQSNPxYiFF08xxWulJNudmm5jZKiGes0284mSfKKsKxFX/8ZH6tixZwr7J5phgsYoAl90jihgqeA7LWlY76K/S646KtP4KkzD89RRGeKc96zNgqcfMC3DlWOvoGehVdClRQ/MeK1e88UPPAWfe9cF/a5G12Q352tTot2C0PlEhXkH2x20O51wka7f5nzs8lkW5Xj4Wzay5gtO4PuLcn2i5Pc1HqQd6HS89FU3SdW67c/COQALce6ZhTj3z03rZ3mfqGxtyg6XBZYA8i2AZjLnE//NXP9875Aq+XP0N78j1yVywecMJSGKGDiMfKLCZLtx04t63UajZmc05+PWcgKzD9Ekb94c3x9q74Hp8KNhQhbfsf0+0KToBh6+22KHvvXFm8J9qrOL+Fx7MTFIu0IWrUky+rtGeDEu2RDJ9aTPVrRdjxWhrpWRJspIFZWtjG7D5PeSxfNHsXLpnH5Xo2tsTsttwnSzHYuSRuRHHZ0vnry9FSyENSTJ3PsBs7ww1UTd8/Au/M2XNoe/Y3NMzZh0w937w7/5RcByNVHy7QuD8XaPkD+qnDrIO8cwsIShOZ9YjAexn422G7WoNKIGYnXzDAp7zbOOkRQT5cC0Tcz5BKud1HcpoYrqYt4i0x4rfbF6J8zs2DMZ/k3mfETfET/I6WYbn/7GTdi5dzJxLPPnCc35uHObrQ4aNRv1uqEmSvHus0lOnVv9Ywk59000OW2TX4fInM/DZ775BwDAY08cSL8412l5HnD02sU498RVwT65/b6uHFOUH30XvkPRNn0Zma5SSNh13X61uaHsVLMB1VATVVD/q5tkpdZnsGWoGQML22zqZ9Mkc77CsCy5MMD6cha8o9XqoN3xIk1Un6PztYUFOxWnH7MCKxaP4wP/+Ctct/lh6TG6yd6Wnc2ExgMo10xK1S0tmOdHvd21dypxzMeuOCMU8syEkXx14n2i8k6UE5opNrYbFsfqoNNEqW5yZKiGi89cm1o3y7K0lhUimcz54CktLnTILhP/jhVaqZLh6zBThShKtlshxJDmv7jpEew90MTEZCvUzjBC84t6ZH7Bl1Ov27DaXqZM8zGfKCua5NRrNian/bwhTIjaf6CJRUEHnwgs0fFCh1x2ngq+y+p4XnLiXrAMFbueYnW10Lk036ZdXChvZN/45VTmfAbnGl5fapJpcp6JrX0RgmTiN0lOvYalZWg2zWYUU00y5ysK27KkQlQnNOcLBNxOB+22J7V06Aeh1YOmDxgZqqHjeZgS8lzxg5vJXO/Gu7b51+uRJkp1X3PHgvFWCD4AAMesWxL+Xcb8lTfPZ/8a+8GmaPzD3V4eX9i4mSX/SNLKSl07k2jJVHiRCir+O+3Y8Ddwy73b0y8QO0FdFleFvsL3C2TOR5TOb27Zgrd88qfYq1DNiwkOp5gAIvmwQy2RRBPVanfQqNuo1yxDn6jgX95uvBMJYHxUrLljvqPxvolmuDpZS5jzAcOBgzJvMytDnBjzgwkfJSlRZ9FsLMdcuMyAU3x1plsdXPLWb2OfMBBmmcBnnewXI3Ckl5G1Y08rrajuV2vmWGGfqJkCMxlLTHQVTDfbFN68IGq2XAPYSSzKeejEfKL6bM7HNBAGPrYdLxkMKYs5HwB8+us3ARDM+frgE8W+lWar3fP+KYrO5/9udww1KQZ9MBvbWdkfeOWpqdECzfRN3Rls8OeefcLBRvXIKjj823dvz1grNYOg+eH7EhKiiNL5+6/dhLse2oUt2/dL94uTCpYfpS4JE56WbDerOZ9s5tvpeKF2izfnY3kzJqZa4cDKnH3ZeNPxIk3UlEYTJV4zjrk5X57+RKmJKnC08uBhYqr761gFfMnqAE+BJjGxQ/kDQNLWvRuUWd8zlqOrTpV9omYKw9zE0ITpVgcNMucrhJptSQUijxNSaraF6WYbHS96Vn0352NBjDRCVM22MDXdxoHJ+OJdfIHQ/Lr8op5s0nrNL+7Fb2/dal6gAlXXw4Ra0UolSVaNjr4OFjeeA0Cz2c41cRdP8ecT/ti+badv7j86XE9EC5TVi5Ul9tV8uPTMYc7D8c8Kn7dqATFURAW/s8gNmYNKSO6bh58v8fvLDMUvwltAzVAZisz5Bgm2iiZqnBgq0ztZRCJx5ZD99jwvDCwBpOeaSqPd8WLmfAwWDbDV7nCBJYJcFpw539FrF+O2+3bgFZccnXodscMTNVGmmH6/fJlFrZxIO1y+A1Se1+U1eojsWRTZVxdWls7vq6DL9JNXXbYRK4JccFWE9SGPbpMvJolMN9uYG4TaJrrDti3pOMP6QsvyLQ/Y4tfw0ICY83lmPlGWZWHP/qSlBz+xlPkYq7C5sVfWR332WzcDAK6+6jLjMmWo7op9K81WJ3PnVdQTY/c93eqYmfNZErNpbgB52pMOw9euvQvf/b/7pfvllUheQ3ptbe1SzrGiH+rqxCuSNocQm6qb5yE7NyY4FXSdrLRjgtzMlKJo+W6AYBod1apSW6E1kq2+iSHO2cvMEuI1anaGEOdJOl5kzsdrovhOPQwsEfQ4bIDzPIQ+DIcdPD/92vwKoeclekHjzzKPJqoH33xqv5JJFdV1VTJfw1LvApDdjyk1Qm9BHbA25LrUOL9aXHb2OpyyYXm/q5EbZqL0xWtuMzq+2YrMyojuqFkKcz5OSKnXrNCXdbjhr8OqxqZeIUaCFTk4iFppkoz3rX/7M+PrxjRRJQ4YqpLZtzLd6qT2bUV0n2L5rK/k+2bVAnAqnK/zEWsWYLhRyzj0cYJsWLeslUgx4+YEp5hAJUFwicrsE5UbmbWQJxdgeinL8Brqfi+0lAVpogYI5lukFKIULyGvCWI0W2006nYicSUru1G34cEXFGQJc3kiO+e4k2A7RRPFC1G2xJwvcgRWXta/otARJDRRBX2XN9+zHQ8/vs/o2DICGHRLEYElVOjM/FTIJhV5O/Ci+l99BML85xLFkNW/aYpCnBeGbVvwJGMCH/XMDyTkm8MNjCYqGKNUARj+5k1nY99EE1//8V3S/Xn7pV75RKkYqqfPGRiyqiW1QdmuzQ7nyzYxz7cMrpUU2NKPT+aDEsz5FGZ+JvDm7ErTdnYd4Xe2dyI69tjDl+APd0dBJlYsHseWJ/arDjeIzpdWy/KYDT5RJEQNEEyjM63wBWAv5DtechK+9IM7wkl/TSpE+cEjWHhxNsiFJnh1O5yYttod1Gz1JIR1BHx/0O54aIbJdKPr8+GJRTt1XqDzBSJ9pyYGs+B7LwtWSncQ3/PYjv2pwuJ7Pv1LAAgjCqaRtRtOvcWUfiWbYFTeDF8ZtY//O6c5n6zkf3nfUzDVFH0WCtJEaYUoYfCO/U1SVC9oZNQqNZvt0GyZ6A7WlbeFMYGNAZaFuCZqQISo0P9W0WmOjTQwNtJQCll5c+fYEkGzDFRlN8KQ8+3SF3l0PlGAPtquumzB1yhhEJC2uhX9GSZBlhyWdwwJ75tTRSnnLaFPlP9HFv86vnrie7pg7nBSiFKcG21T+USZ16lbYtH5yJyPKBsm8EwrQvtGWePtmPZHNnBMtzoYqtfAYk60RU1ULSpD5xcl63x8TVTSnK9ek5jzCSHOPc8LwpXre33+w+t0hM7FMu8YP/2NP+C/vn+H0bFaejWXznCdPJqo+XPifiRZVwfFvSLyTlP/vJYuHMWqZXPjZxW0qNaVFpFkqJ6QXRPVCQPoEN3B+mrRpC8Soqy4T9SghDg39IlS7tdU/4zjVmrL68dKe5QHUnekgWl1ZofRpDnf1HS0+KXsag1y8WXVkol3V1gQIK4Y29IPAaIwniY4pE1dxPdU+t5KhEdV+Xy9emvON/M1UTTyDBA1Q5+oWs2OBZOQBZZottqoc5oo9gIzgales0PhR+cXFWqiALz6so1heXxgCS+2Ummj2WqH1wyT7XK5Gzodz8g+PeETxZG1m+TV40WyIMganwWzZLvmd5h10LAs4DPvvMD4WPkO/TH6kOJGVSjQJyrj8WTD13NkmvU0mi0y5ysKcdGN4XF5mKTmfAPuE8XQKBCUXPGc46TbddH5CkNRdlatbZGwW+erZqqJEv2YtEKTmSJKfT5yCg9eXEsW/q16j7zoPP93mq1Mik+UQusn1i2NTlyK6gstRYTAmQQJUQMEWwVUhfbls7Lz2qea5AtrNn1nayZgMXOHUDvEa6J0QhT3IbAVOT46nzjpadRtNNtJTRQboH1NlJmTb0wTJfGJUn2YeT9YkzkzP7F+3gXr8Yk3n6M5Qb0rbwLAbo71j7cwd2woUwjvZMyF9OOnm2186yd3Z6uYgsL6X1JEVYJnnHEYAOCJ3ROpx3meh2nyiSoMtSbK/zcZWGJANFFCECMVSnM+zYBhounvdPwkvqoUJWVgushTTGAJ8dr+v/wYzadhMVh7S2xk+8T6mva9Ot8n9WKfukwr8UfK2CfU20vRkCafiVro0Y21MgG+EzOlS6lkiZAmiugppuZ89ZoVFyYkH2gzSKgban86rIzIdpwNmLoBMNzt8dqkyJyvIQhR9ZqNVqsTXosFlmAdW7vjB5YwGZj4wa3T8YTOzjxPlCkmnTV/zPFHLMXi+Xo/qrLJqzEpStMiK2brEwdMzjQq3yuoA+7Gr4mUUr3jsR3+u/PX/7E59bhW21+QIXO+YmD9e6slrpJHlgY12w7NtgbFJypK/J7+keYdLlQLfvEcRR7++t+vx598/Edm+RczkFbtV1+2EZ948zlhX37oinn46OueZHx+SOb+jZnzRVsmpzhfViPJRH5pfd4rAVHoyKi5Sj04OMG2rFikPnk1IqsdgFt8MBg80nI5SU/nt0l9ouTl9fJT5dMlkBBFlE5kzqfQRIWBGuyY9kc2MEw322g0aqGgxBLHtrnBRqaOlxHmmIIXCw4RBZaIf+GNuu37RLFrCYElmE9U1o5FFKJSQ2JrS5YjE0hTj+dU/HkoSgbMG1nJSGg0Wr1LHiTTIqTdb+o+5fZsDdidSxRJUb2CPad9B5I5fXhYX0mBJYohDCwheMTHo/MlNVGdPpvzMfPC0eH0WFnX3/6Yct99j+5WTt6Vmg2uT+h0gM13PB783bsJ46Vnr8PhqxaEv49YsxDHHr608Oskgu6E8wf5BF2piRJ2eLzJXPDvtPAc0sZYfh8bD0yeV3y7GjZPWbpgVDsGJEKcp5iZJkKcc3+LmiXpXEmiuIo/C8XfPXw3eU1Ue4ba85EQNUCEq4CKpLqRKV7cnE+WYb7Z6qBRi0Kc83miAF+wkeV5kMF/gLz2ShbiHIjM+dh5oRAVXs/cJ4ofFPnOFijHvMpEsDMV5EzKeGDrnpRjzAvnO/fLL05PYBycYHwN5cChaYdtu9JNscTz0t7CfvW/pH3qDybfIRCZD5E5XzEozfm4ZLv1mh22O9NEtfq8yjwxZSZENRXC3radE3jDVT/B5//7Zul+27Zw3Polie38a9rxREsJM1rtDj755RuwNWP0tURdUvaVkehUZnrHT9C76TtVC8kqxMU08dKe5+VPrxHc0/Il45wmSmEWKp4bzoEMLhTTHMV3aQNrBCd0FM9CjKzcK+7bEs1v7nl4V7jYMZMgIWqAiAQdVWCJSCjRJflrtvyIVTVOc8SXXbNtTohKrxfbP9SoxTRRUbJdiRAVi87n7w9tqDvm0flWHzQXxx/hr6q1JYNUlo7RpFM3m7xxgpyREKLma9fK85bozkscGxx82Mp5ePZ5hxvUiQm2yTLyIDt1u0SIytt9FzVJpuh81YBN4lULSoxmYPpMyXaLIQwsIbQ7H/2Oj843MlSXHt9rJqeC+miEKJXGbOfeKQCA+8BO6X7bAj786tPTy845S7/lnu249ncP4VNfvTHX+UWRuWtk47lC45F2YnzxzJMIPTnrFvpEKS+dGdYXjQzVOCFKdX3O9wHp5nxiS6VF0DMdt3jNj9Kcr4dC1NU/vzf8+9++ezue9+5rCjd17Tc08gwQoaAjDEif++Yf8KPfPhgKQPWajUe270ucx+Mn260lku3y2iw2gdatUi1dMAoAeP8rThWEKLk5n21bsRDotTDZbnCu5xlrogDghCOWAQB27ZmMa0UsS23OlbOfMAsske14eRmcCYKirmUGlsh0omL1TXfmE7sntUXHE3qqH9qFJ6/Gy5+xQVueDtXtjgzJhTQrJjB3fXnCENZ3qBaUGKSJKpYouJFozhcIUYE5H4P5oumeU9mYaqJUk/xwcVHhU2VbljRqJF9eLC9PenVjeCkT7ag8fYm97p9Y38jf929v3Ro7IkNhRtdSEZrPBb/lQku+NuSDVWjzWibOTTEv9MRjo78TkYg1p7PDVXmZ0souE9kcb8ce/bygSpAQNUCIgg7gmxl855f34W+/8vtwVda2LUxMRmpRmXp2Oki2a1m+sNQWBLSan+nWv66BOd/xRyzF8sXj4SD7lR/dib/69+sBJANL1AIhSgw7GwW5YIElzDpZdth0q5MQYIruD0wFu/D4UkeuDOZ8hlrF6Hj/35gmKqO9uKWRJnftm9LWIy5EpRxXs/Hc89dry9OhupdPve08vPfyUzTnkhTVK1odQ01UMNmnwBLFMD7st6P47Xa4iSRvebB4vr/A9rPfP9KbCipgZkKqxRCGStbjU3/IMMpp2Ik0KlkC4YT9XkHdS5ogUGS5Mp9qFhAmSzn+Nku5z9+RrTylBbp6MAMA/PuHLkrskj0erTAl+EYZpXPh/hYXxk2v146Z8Mn/7qXWeMNhi7Bx3eLYtpkWYIJGngGCOd7xq3o79vgmUUONGhedz9aqZ5uBEAUEmiFmM8uZ2NmSTlBar46X8Gua4KLwiCt0tm35PlNCFnkrDHHu/2cqsMT8oEr2icpqnmemuUoexG+ZbskfQNGaqPGR5CptYdH5JNuknaXwssUCpORQH2adHKjud/nicZy2cUXm6xPlEGqiNKYf06SJKpS5Y347PrF7Eluf2I/Nd/iBGESfKAAYHa5hxeJxAMD9W9S+nb3AVBOl8gdhgTKUmiiDJL180Zk0UYi0fCkHGdBdX551kYgdfe+ju+X70wQf1YKdMiCEGaoQ52zOoUOmbeQjU4bmfJrri5iFOFcj1azFNJ/J/lIV4ryXmijPS9adhCiiNGSaqL0HmgCAOaN1LjqfhYXzorDasoGh2WyHEats2w4nJcwEz84SWIIzvZN1Brx5h6/58oU20ScqZs7nmYU498uU/w2r+BDnRnVSCHV5+cx35RGjsglRgqmdcO7VV12GBXOTodhN7jdKNph2THKbybOpZdT8dUvWxxUbcEgR1TNe/NQjAegnxdMtEqKKZM6I3447907iNR//ET70+V8DiJvzMUFjfHQos+a+LCamWrBtS5t8tqNQRTEhrG6nn3/R6YdifIRf+OHLlq/86yhaEyW9RgG5gRKCT9CZbtspDyBkrFTy9LduGp0v87WF7enjkRW1gfIwv53Fxy8rN/FMUhbGtdpFqTkff2x/fKKSaWn6nw6haEiIGiDYy92JCVF+iN/x0aFYst03v/DE8BipENWONFE1O5oMxn2izEzAeNM7Zh7II5pAMHM+McQ56+xCcz5TTVTK9qI/x6yTgnLt0DOY84m/NRUL98ck1GzV0N27rLMWt8RW/gawb+WFqMGYLs4OjjtiKS4+8zA8un1/aqSuaQosUSj1IPVFq90JJ2EsOTrAku36bS2acfeTyek2Rofr2n7vjOMOlp8fCFG6PFMW1A77nh8+NvjboNJCGWlXNiku9dZL6Fu1Y1+6Kir9d8ZrRfEcUnyQDAqTCjuhdgvQyVCq5y7TcCVkKO7vutCfaX2ign95U734uxkd20shxvO8hPBNQhRRGmzCxkcvCYWokXrMnO+INQuj82Q+Uc0OGg1mzmeH57Jj67Yd9gQmPlH84CIKGjJzvk7HiwlsQNRBeR6M80QBiPVYfCdhpUhRWVbeeBV4dnO+nFNrg9M0i6Lx4gy1iuLlu1lIjgVdkNyQidlAzCcqTyUKMudTFs8tXBdl+kiYsXTBGID0xJsUWKJ4LMuKjSmtdidm0sSEqHpdNJnq3+RocqqFUY0/FAC87jnHSrez94j/xt/1spOTBwpdgFITpa1Jsox+9y/aMVNUROW8jnibHor3N9X5PqkQhSjLitrFsqJ7VoY4D5sw3pZ1qSYqeS7TvJ+2cblQD405n8QVRBX0pJeaKA9+u33u3Rfg4jMO6/n1ewEJUQOEzJyPrbQ26rVwsi8KH2l5otjxiRDntaRGSUW7HRd4bGF2L3YQzCeKmU7YoSYquM8gOp/poMFfm59QbX3iAH5yw8NdD958Yj8TTRRf7TIDS9QylJ1bljPwMYsGDt8s8Pj1kkSOkpNNIpnqVn6LJuvVYpookqF6Cns30lYumyREFY4tCFETU+24OV/QRzZq8TbXBQEpkwNTLW14c0AdOEImqM8ZayS22ZYVn/wqfKKyqKL4IBSXvPXb+MoP3eQxBsV161KVtliR+YLItkAnM4yI708vjAk6aQKpyTxBHP89jysUkQuEujbya8jGuUR9PA/DQzVcdPqhiXmF3CcqeZ1YYAnuccaT7fYukqbnebBsCyuXzMEJRy4L6kghzokCabc7oXN0aM6nUMmGWiThg0zk9AjCj7OJRa3mCzUHJpv45nV3A4j7RMlWBq6//THsCnJndLy46Z04Domq55qoiQrzRFlheWKZafBHyUx7HlfYZJvCDx5ZBBegC+HFYDqfxbQwNM1k5UtPTfr35AqMIbMElJRjsuJU4wTynqxkZ3xeseSRZNDXU9jiTFo0qaYmqhqRHT8QUfR7cqrFBZawwv5e1ET1c3L0y5se7er8hx7bCyDeB0mjyAnH8NobPtlulsV2duj1t/u+sV/6/h1G5xW9qMMWbJXX0/w2J/uZaWfw7RCa3gnHNFtt7Nw7lRJplv1rJQUp7phwj6IgMSofoyYxK0loosAWrCXly8z5JOZ6scASyhDnvdMad7xobsL+JXM+olD+9bu34wP/+CsAfLJdueqV94niEbNAM3PAMDqfZaHd7uCb192NO4JkgnzCXvF7arc7+PA//Rrv/ewvwzrw1xRXRWq2hRVL/ChNyxaOhiuZkRBlxertdfzs4cZBBXhNlGGitix9BC+YZRUqyjTByOSflZBz0s9l+/Pci2mIVJk5X2Jw4RYEeiJDZXxeMSGKesuewsyE0ybnbcXCEpEf24q/95PTLblPVD2uiepXwt09+32T94cf36c5Us3v79wGQPAzkd2OFT8o1T/KkIRCQtjfbLWxZ38yXUTyjVd/A08+ZQ1WHzQHALBm+VzpMWm+hzJ0XWmeoVE5bmUsS7z23Q/vxr2P7DY6l5+XrFo2J9QUxnyiVOZ8ijJN+qfQzcG2Eu2gs3j526/8HoBZiHMgm5DfDR63sFAzWBSrInr9N1EqO/dOYvsuX5MSBX9Ihqm0uIFNnFzz4caByDyNDXK1mh8tb2wkMk+opfhEsQ/swa17w/18xyKa81mWhaeceghWLBnHMeuW4LrND6PtJQNLiMl2TTtZ/nZbEpMD0/5V1fHxmqisk2wzoSvfeVlMBU2DhIjXz+MTdfM92wEAdz64MypP5hNl0FPXbRvOIQvhPrBTe2wRdGXOV2xVCA1s4pFmJiZqu4nusW0L+yamw9+T07w5H0ILha1P7I+d1zJc4CqaqSA8+bGHL+m6LHZvKizRnI8jr6+HTuD6s3/+DW4MhDyhMsbXWDx/FJ9+xwUAgGt+eR8++80/JI7RaqIS19NdX74/4RPl6U37dVcKNUCh/5LZtWVXqNkWmgDO27QqzIPmHxEJN6pionrEkfZPicfuAUFbJIw/ZJYe3Htz671PYHK6FRNQVJoowDfpq9nlm0B7nWhuwhZMexlivRfQyNNnWDhwIOqEW7EPwf/X85DQ7DAmp+IrSGxFKaaJ6niYP2coPIbXRImIL7noEyXTIFmWhWMPXxqFOG97ELPAM+GvE9yLsaZFp4mSFZPhO2XmlHwdTSlzYt1N+GDjmB0GPlEqWNCTbCfHH0zNtnD28X7ErG5MDEwnUJk1UTHzHhKjekmoiUqZnIdpH0gTVRi2ZcWECV4TZVkWfn6jn1j3id2TsfP6ZabDhLcLTl7ddVkxbYXkdmQCAKPjRd1glomi7kipACWh2+7J1MqjqOvFytKUmRriXBh8uq2XOL/hn09YtvIagW9WIh9i8gQPXix3o+exIBvJ4k18oh7dtj9MUg7EE0sn5nQ9+lY7MU2U3593ZpgmioSoPsP8hwB5iPNQwAr8iICkJuiAqIkKVpSGmU9UcA3+w67VotUO8QMTs62L/ku6yb1tR9omvr7h9TosT5RZb8cfJVMFd+urcvM9T0RlZTYbKG/ylqXsqC3NOqjQBjzLsSkrkXlboVazwpNNav68C9bjwpPX5Lxa9ucbM+ejeXpPYTl70jQcqoUlIj+2beHAZDSmTE61YxYRR69dHDv+jONWAuifmQ57P3rhF2fBEkz4+L/5H+Zl5l08yqoX0tFsppvzKVxjjY9P215Y38o1pdynTX+hZHCJ6N2Pxk2FOZ/iUcreTc+LV9ILtln8haKKa5mYahmFOAd6FyGP1zKSTxRRCjYvRKWY8/F5l9g3/vaXbML4SD1hzsd8pIaHWLJdXxPFv7w1247CYgtzlIR5n+gTpZmw1IKQ6qEPV3A4S/473WzD62QQorjDZP4R3XbA3/rJ3eHfWcczo2h+OYe3rnyiJKfK7s3qov5FzFtrth2Vb9D2L3v6BrzxBSeEv7MmkcxszkeBJfqGSXS+KI0CDWVF4VsuRP3sxFQrFp3v3S+Ph/4+ZcNBAPoXWKIsIUrWt1iWupvKHeJ8QOaUYoAoHVqfqC7qkuVaKnlDdYquXmIgrChPFBedT1GI6lGajuXMh0gsX66J8hK/Y1H40nyieqaJInM+omQsK1rZkoU4Z9vYB8JH1Tv7hFU4b9PqMFEgg9mIMyGKaaL4D2dkqKY0PRC/r3ZH9InSaaIsdDod32TPijqjsUB1fWCylS06H9eBSDVRMoEhwzB2xrEro/NSPvDTNi7Hx684Q3vtosgU4jznNWLaJd2gKA5W3PPL2w68RrSbrtX4+l2Z82U6legSNilO1UQxcz7SRBWGbcdNyien25wVhIV540PC8frnVCZhhMZeJVw20ERl0i4Jh0YR3rzUcjK7KKnOA/CKS47GU049xKyArBfMcF4ecz4gam9dq6vmBXzxadH5tCiel5GA73HXSqmf6lIdz4s1QEfxngK90wbxgSVYu6aZZ1cREqL6jG0lo/LJnAM7nod2u5NYkRgNNFF8Z8uEqBFOE5UQoobrSk2QbNUiHuJcI0RZFjod/2PhLQ/HR/3AFgcmm+h0zFdn+KPKXsVIK37+nGFsXBf3vcmrnTAx1csU4pxLZGxSr0jFri/bbGAzXWmL/65xiwK9CLvKanlysHqug19cJ5+o3hJqoowCS9CzKQoxT9TkdEu6Gs/Gl7rBcyqTrJqoT775HCyYO6w9TtYdiXmiDl42J/ybnxtm6cpUY9qlb/sffPobyQAQ3SK73LPOPTyzJk/bHWZZBOwysATD8+3hUq+/cd1i6XaG2JWE5nzgi1bMncJz4ttl/ZPnebH78uApzflMfKI6HS8mJMb99ZIuGr3A49w2wuh8ZM5HFImfk8NfcYqEqWSs/44XqEaFj3FkqI52x4tFmGPZ13mfKNGcD0AYsllmvhf7Lfgv6czwajXLj84nmOzVazaGGjXsZ5qoXOZ8yQ9Q1h/k7SPSOhdZx1nmvLqrgGOGpha8sJVVIORfRZN2eOY56xLb6jW7pxoe27bwT+99Mt75spP1ByPS5gKkieo1pj5RvHae6B7LtnD/lj3h78mYOZ+/7W/edDY+804/2hszf+p3YImGoRCwbtUC/PuHLsLFZx6WepwHwDlkYWybZcUnpwvnDuOLH3iKf3yKD4ruOiq+96v7U/Zawq9yvwHxG8trzpcMzqH3NdLdGt/eOnM+PuKetE4pzlx8dL53vOSk1HrwyJPtSn4HgpWR0gvivE3QjCrCnfvHyuZR6ZrPPHS86L2xZ6gQRSHO+wzTEj3z7f8Tql9V5nztTiexojEaZGmfmGqFyXWZT9TIkL+vZtthMAcAePFFRwKAUgMgW+HIZM5nWei0O74GSzh0fKQeaKI81OpmnT7fecs/fqNilPCnp9kKy2prJAhKDjG58yxhm8UQ5yVZtwnnZjv5lZduxP8KkwI/J0ZvOWjRmPGxm4Is6wBponqNkSaqnewTie7YJiQvn5xuY6ge9xNZvzoSLmphKPp++UT570dWTYrJ8X955Zmpkz5+pf3z/31z2BbZzPl6O6ksrhvTWTsUdZ10ATFLAAujawmKLH5M5fcdu14SETY0K4w/07piLOfrGEbnSyqi5HMuiTmfzW1rpwj1snf67Z/6OdwHduLqqy6T1jUPsjxRvfLH6hWkieozLMQ5/17FI6z4/zJzPPFj4oUohugTJZrzPfNsXyPASsoaWEJrzhdo12RhzEeG6360p0w+UdHfUk2UZC0vy2dqbMsuq26pmqgMhQuHyib8sTuTmCVkHYximih9DaWMDtfDCwyiv2k3IeCJ7gh9ojTJdinRbrm02p1Ysl0RNkHsuzmf4aIco6HzofL8gCVscRIIfJj5QzjrkGnOGiRLS8jmlCYTzYSPquHt5+1nxeJzCyk5dma5VnSsXvtjAh+dLy9mKRg8rn6i1i95vsxEj9+0becEtwgvnBtsv+nObfjVzVsAoJRcjbyWsd8a67IgIarP8CHOGXJNVDLAAyAXolj+jjmBD5IYnY91+qEmSujyZVFf+I9YH50v8ImSaKKY0OhlEKL4DiVNE7X1if2R02LOkSLt+5ZpnbIkxI1hosDKUHQixLnW1IK9Ayb1iL8v4nbZPhV/9fqzcM4Jq8Lfi+aNRMJ8jmfWS8GLFFG9JXJETveJElM+EMXSancCjYt8PxNe+qaJauWLzmdq/sdjWYgHloBiwSpTx5Q81mSiqTaX601Hpb+KWT1Mku2mXyU6N2bWV/jQbMXmTqkLlcLjU4Y4B3DR6Ydyv82T7YpviO8TFfHfP70H//UDNyg7frT7wE602h2873P/h4998bfJwgsiFuI81ERRYAmiQGyJENWR+ES1M2ii7nxwJw5eOgdzxvwoSrVAM8SuwwQxNvEW+2vxHWcqZr7OuntqdzpBYAkrsW/fgWns2D1ZoE+Uhyd2T+DVH/sRvnjNbZicbuGnv38ktRwVWc35clrzGZFbQMtAluh8yXP5H2bnrD14Pi6/ZEP42/dnyXZdaV16oCcic77ewiYeaaGzW2TOVzhic7YDU3DV+8/Mxqc0eYbKIm+Ic100P3mIc0uIeiaOydm16rLX28jxX1zUMrxe7m4soypKuVvmW6y4RHRK+rXiQoKVWpYWtmgoPEvb4hegFYKN4rHJ5kxekFr3yuceh4vPPIzLE5X8BqX3kvCp8hLbfnf7VgDJ9+n//edmfOWHd8orWyCxEOfkE0WUAdPM8PDhZWMhziWaKGaSwK8CTjfbmDPWiK5hW5hutpOaqGAMkWme4r/jk1Qjc76OJ9VE1WwLvw8ysK89eEFqOQydTxQA7N43DcDP7r5t1wSuv/2xZDmSrmiq2Y61f1ZzvryCTp6kf6nlBYea+kSx47uZf+YVKtKS9hIEI/K1UX+THTLnKxzbttDh2rzd9scetRDlm7uJ+Qp7RRhYImOI86zHA8ATu+P+Yp4n70Oz5a+TaKJK1OoVpb0v9KsLClO9Y+LWj19xRtRq3E4vpyoqHmApDpsfWFZcUJeVzp672MRpmii/bAvwPE6zKSw+S7Ve4uJ7UlhiAcdkz/zR7fskd1AsMp+ov//aTdh3oInnnL++9Ov3AhKi+oxtW4kXPGbO50VClMzHSGby4vsJ2LFjmCbKX0GJr9Qk7GUlQgV/WW10vsB8kF2PJ67RSi0mOof7WxWdj5X76LZ9schSaUxOt/C8d18T25a2SCLt4Eucv2UTotSmdlnOkx8T/Cts59+DLM2QLMf/N0/Y1V6uaWXyUSO6JtREpUwoW+0OmfOVzJbt+/GDe7ZjdLgm3T8isYboJc0Ws7DI9h4MN+T3w5AFA5huxt9FD4oosxk6Jlm3l2uxvmRNeUZFlNrHFsjecQtlrT5oLubPicLUx/RQVvzfrKjPt0JBQDluBhUxCXEeLxmBJsqLBbAI90tDpMd/yxaYm8H7Khtb+XxvP78xablTBLymlllNAcAXr7ltxghRNPr0GdnELGbOF3wYbJVB/BjDHB2duBDFHxcKNcL5quh88azX4cGpdY7dk8VpohRCH399HfxhMntavv68c6+Oyamk+UlqckPJNhNNVN7Q6Hm0XKZjkyzzejdDcFc27YIWbVAhEaq3sL4qTRMl8xMlukP8Dm++ZzsAtW8amxyJSd97RV5N1OhIQ7lvwZxhafS1xJvmQZp0PMuCUN7AEv1Gm4swQ48ZHqsUvNRlqewa5JqiDHURt3OaKIttMCxfas7nJReZPd/Cz8wnShpYIr5tuqU2sZ03FglR37zuLuVx3cCHOB8Znpk6GxKi+oxsohwPLBH863notJOrXmz1je90W4Ivkm1ZaLc9tNvyfE/SfAXh30lNlHl0vo40sAR/nAnaEOfobhLPkzZ4yeqb97omg6zYzovmjSjDj+a9eyNNlGKAy62ZkazwVQHyieotJj5RnTaZ8xWNqmcaUmhumE/UxHR/hSidj5PI+Ih6Uvec8w83+t49mCVCTS1DcnDaO6+6SObuKePxifboUtOj25a2X5ns1tCa743PPz7lYmKZkTlfGGXPUghpnviHj9Zfz+JN8a1EJWSCncyCSHyTmOZUNq9p8N9zSWObTFAEzJPdVwESovqMbCIaD3EeaKI8D23PS4TKDHOpcJ2uaM5Xq7Ew6vHzVatmMYGMaXa4y/JqdBlhcl+J0Mffr2kEo5gmSnKKmPnblCyOoYBceMzb95jcevLdMDiJdcSaZTiZT5Ry0qDanFuGKrDDDjWlxRWpgmSo3mLiE9XqkDlf4Sg6J978h6dRt1Gv2VLNfi8Io/NlXNQZS9FEmS6YqHyisiAbB000UaojjKuTUdkl1jO/OV98h+9znV4nrWZGZs8nI7iHC085BKcevZyvlOxP/hT45ny2sC1xAelWqU8U97cVGvRBGrTCNCiWJ7w3rXZbWV/VYniRCXc7nfgiw8K5w6nXriI0+vQZmZARE4iYTxSLzqcQSmLmfELEqlATJZxvYs7HIi7x561cMp5+T4Gfl2/Op75f0b5chW7SzVTgRbDlif3KfUVqokw6qkzmfIlFQp2pBftDf40dQsh8aXldtH9kzjfYJiykieotJj5R7TaZ8xWN6iu88JQ1ynNGh2t9N+fLqokaS9FEmX7qpx69PG6iHvybyZxPIjDlUESVjni5QhfDMvat/NF8v+wpjzK/pNTELtgeWebIo8qyY/l61GxLbmrK+XJbVrRAnNRDyecC4jvmSTRRbEFe9j6qciAWGT1P1ER98QNPxWEr5xm931WBhKg+I07Mh+p2TBMV+kSF0fnij0zmN9DuxDVONdsOz7cl9ttp5nwscS/PXMWKpFinA5NNNATNGX/9lqn/ElfESy46MrE7ryYqK/I8Ufrzsmq8wrJzTA6zRYUyq/+9j+4GABx5yCLlMZns33Ossg0CFanmjIH1I5//9i3YqljcoGS7veO5KY7gI8P1nprzXX/7Y3j+e6/BgclmOPZlFaZHU3w0TPqzS89ei7UHz5cvrmTohtuSwcDInK9bMn42iWrm1ETl6UiTpoSCNotrcNPAEupE6lZsPyvbQjQfU43NsnF9eKhm5NMUapEkqiiTOUS7k9yWNofghXe+/CLzvfn55bgFfdtCvWb35v3uESRE9RlRU9Oo12IrAZE5n1yzE/lEcdqrdlzYsu0oz1Rsu9InKtrQDD4o/kPQ2feyD3f77knMGYnb0fMDXZrTY6y84JSjDl2E5z/ZSezP6xNlulp44pHL/Hr0WBOlWhGTHiuaSOhGcSs+UKTBhHrRJ0KSmiMnbLAacGiu3lP4fuZnkrxvANO60zBWJPx3zZ5BvWan9hUjQ/WemvN97do7cWCyFSYN1dVPRtp7Y7Q4ltIhZOnL5NH55CVsXLc451VkF854uGjOx/8tbQrz58HaWzUuiiVZih/8+Xm7a5WpoJ8jjAlRqrEzsBzibkMVBdI3oInG4ZgMlahT8lpyC6L4tjDBrcxkNNZW3OJ2ivl0VvjAEgzm7jFToNGnz9QS5nm+wBMKT4FsFOWJEjRRzCcqponqCNH5bC5aXnSuyieKf8FZngG+mmzld+nCUXzu3Rck7okJXE/smsDc0Zp0n1jndPxzlKsqGb7HHXsmw1VtU3OIw1bMU14/b0dtIsDlEdBCcwKdDCX8619Pfmw0cIhSXbK8PIQa0QFfnOpF8mMiosYJUarJlah1J4qlUdf0vQGjw7WeaqKWLBgFAGzfNYFWuxPWMwtpsrcspLS/g/sz5ZK6RbLd+6bwovd/F3c+uFMuRCkmmadsWC7d3gvEeuaN7Cr2ox7SJ/uyC6QtMFqqg2AYnU/QZHnc9nao9ZS/PLLqjwzVtWO5BS6ABdLfrfBaiWt7CZ/xUJsmNRmVD+DGFkIGyAJLsDyiMwUSovqManB6zcevxQNb9oSdii8EdRLHy7JAixML/6XtJHyqVD5RMU1UoC3iOwHWgRyzbglWLpmTqHuNC7s+PhJ/xfj6m2qCdOr5jiICjKycl3/4+3j1x34EwNwHhx0mDSyR0x8jjz172inJQcW0bfX1Z2UV5XuSyGlVRJkFlKG9Bs3Vewr/vqne5rZkYYkoDqaJ0n37I0N1TEz20CcqeCGmWx20Wvm0kWmLInk/dfae6rrfm+/Zjr0HmvjGdXcpovPJC4h9Eylm+EZkvMlkPZNzidhelRwq2R5Z1CjOCTU2sn3y8nW3p378gpDH3Xe4oGjJ9ZDh8+d6rOGhmrwuvAxj8Ul9LTPzeOFxdDpeYpvK2ggQNVERRZrayTVRNmmiiOIQhSL2Xm95Yj++8qM7IyHKCyKdJIQo/xH+w9dvCreJJi4120Kn438cNp9xO1Shx+vE/261vNixQOTAq1qx4Aen4Ub3QhQrLzVXRBdaG+1xQj386wX/Zr6qT57EsiZ4wr/xfXIbaG2ZwWmJdzVneapjs/pz9RoKLNE/VJ+LGESHKJa9B5oA9Il0R4fruP3+HT0LDsPMzJutDprtTuagEkC6dk2XTFV1DLt/XTvwY1kWTdRpx6xILbdMZCG1GVn6RvFYj4sarJrARwupVuzfsAxJHbU+URohUCzbghX3iZKcInvuww2FTxQ8wRSRq7dBc8qiKotjaC3NnK8jf34smFgheF7CNLZGmiiiSNJWw6abbS7Zrpcw0wMgNWWRaaLanQ46nbj5YLRKIbOt9Wm2k5qoRiCINRUOiPzgNCSYWfD3a/whaTRRnpdPmDEVZMKIPNx9nXXcwYltmSi5D5Gq7yXXjJtkpN9LwgwjZg3QxURWtJvIQC8FL5qq9xEy5xto2ON5+PF9PbkeMzNvttpotz19Hh4JaRNnZR4i/hjJftbHfvXaOzPUxFwTtXj+qPKsstd40vpaWTACVXVkix7hZF9x3+x5sFMtyb7klfM1iNInyo6eS8220gVH7jZGhmvauiSsM0wsSyRCbTKwhPqaCzWnxAAAcyJJREFUYluPDvuuF/c+sju1rlmQaaLsmkWBJYjiSPt4fnPr1kR0PpU5H09LCPvLJP+OJ0bnY6sU8fP5j0vmEyXzw1LVaaghfEDcG2e6aMlKUAmcebU6pqfJIvK86YUn4gvvf0quwRvIWWeTU9hKqHRXcmuWFcTUFf8smijF727EoZ5oiWiu3jfInG+wufSstQCAXXunSr9Wp+Ph+tsfA+BbQ7TanXBhLwvpmij59ljgAskxbKz4vz9sMa5HFk1UWhdUthJQLP+0jSuwYG5KzkhFI8rN+ZgmSiVEsX9TVlKht45QBUNK8+8KzexETZQhK5fMyRSh19ScTxRqOx0ozfm0gSUs4OBlcwEA23ZOaK9titQnyqLAEkSB6D7GuE+URIiSDB6dTtycz2bJbwWfqsicL/5C8z9DIYr7qJngoAqFmaqJ4vaZfkiRCl9xQNIU2AhT0xNWT16Ia9Tt0LlZh6zjX7N8ntG5piSuoRmYs9iwM3Jr3TQXqoqVHAWW6B+p5nykiSoUfmHotI1mgQzmzfHTXuw5MF1KnXj4qK7Ntm/Ol+cdSOvO8sYwymPOKDvDaJGtR6aT0eWSpmLOmoXK41V5BWVjD0uYrbrvUBMVPBjlnXt6H+qwTNXfgsngRacdCgA4Ys3CMELtcEPu5xQGduK2rVw6rvYPC68pbDN4nWXmlWL7MZ9tnaBuWVa4EFFmiHOAzPmIghFX91X+Se1Ak5Qw51NoouqxPFGBJqoTPz8KLOHbwf78Rj+McMycr8VCnEfls7KVQhT30QwJtuq5zPlYfVW5GeDlGrxMtUF5Vp901GwrVJ+bYmK6FvlEJY/tNvxrnpVbE5iAXpafGFF9UqPzkU9UofB+rC97+gajc+aO+ULUr2/egvseLc4cSAY/bkw3/cASeSwC0hdFFGONxg9INaSljU/SwBIKK49+ruNk7Z7f+bKTcPnFRye227al9N1R3jc7VxUMS3KsNuF8THJRH3vikctw9VWXYenCUbzoqQ5e+BQH521apfZzEurnL2gnD1ZrosxC7IuL0L5PVJxQEyV5McXz2UJEs8DofNLAEjXSRBEFIq6gJVYXeJ+odlKq53+zD1fUWEWaKFWyXQ9fuPpW/NW/X49b7tke6wBCQYm7zrpVCwAAzzxnnfaeUn2isvokqezUvZzR7kzN+VQhvrumuPJYLopDg3Ds8pWn5KXj40h6fZICPy+Umd+LeOSCeb5JyPZdxZkRlEHxz58whcz5egefD8500j5nzNc6/OSGh/GGq35SQq0i+PlXs9X2Ey7nCCyRJ7KqKnABS9ybSxMl66s1GhkgRRtjelsZq5r11hbNG8Gzzzs8sV3W7GzOoL5v/9/XPvtYzB0biuVe4p9DEVPztKBRYyMNvOipR0otgFQVsC2FaSE8Tmsm6sX0D1EUjDzJRChtoUA052MUpYmK5m3x7TXbDoXlH/zmAbzlkz8t5Hr9Qp2ym+gJ4gqa2AnzDnjNVjLEOf+72eqgUfdzQvHl2rYl9amK7GWBJ3b7E9g9+6cxNlKPlekfG11z7tgQrr7qMuU9iRmqebbvjibKWUOMm9ipZ8FUE8aOy7virTpLV9yCOXF787TbXDB3GB+/4gysPXi+8ljZAHXLPU+kV4IjGZ2PI0PTiM/xsJV+nQ9aOGZeSB8gEWrwIHO+4uGFKFMTVlVC0TKIp+DwNVG5fKJS703e2arGmpc+7Sj843/frOyjPS9l/JJcaxDNnYqyFJD5/JgGljj/pNU4/6TVugsE/0r28UKw5BR/u2l/ItEuKepjSS1D1HUx+ezEtpJqooLPQhudD1Ei4aI0UWHyYHHOakXmfJ/66o2FXKuf0BJenxGFqGMOXxL7Pd3khah26kR+utnG1icOAAAWcg6fNduG5/mq8ppCE8VWVtptT1jpS2qidMQFtfi+2+7bEf5tLMRwjp0yPOQTpH7wmweMjpP5RBVCSnknHLE03WlXwsZ1SzA24q8I6wbmPD5RZZlNzRlt4O/eei6ufN5xmc/tqQUg+UT1jZ17JnHt7x5MbCdzvuIZ4sz5TAO2WJaF4aHeCFKxwEeBT1Quc76U9yZNGGLwbaN7BVXdlOfJd5qYO3Xd92X8bOSBiVKKV+yUtTvTJrP7njc+FC9LW7dkHbW3pzrAsF1Mg0UYhSwXLAtNqiBGuGt7SbeG0IdMZjIamw9ExxSVbDdMHixqoiTR+XqVGqEMSIjqM/wE4H2Xn4JTj4478jZ5J1qJJopnutXB/Vv2AIhM7oBoNaLZ7siT7QKoBwe1Op3ESh9gZqMb3ROnBUs5z1SIUn2M0QH51Pj//dN7jI4rwydKx5yxIf1BKUgjonbrE5Ua4rw7Dls5PxQAc9GDR0Nz9f7xw98+iE9++ffYsWcytt0PcU7DWJHwQW+yrBuM9EOICqLzFR1YIlXoCeDbJvPYwB0uGwZ7MqkswJwvT1RU2ThiC5qov33LuXjlpZE/VZrppbi4yn7pA0twcyF+uyXZKD0/ydR0C89513fw4+sfih0nWwD2n7GVqAuQDJ8ue0dagv+YzK2BtzYSSZoD+v+qUtdkReWGYVsWHt85EXvHq+wjRaNPn+FtueeNDyc+nilOEzXdkieW/ONn+M6/0812KOHz5hVMqJlutpU+UVHY8k482W74QWXRREV/i50fX3/T74YdpxqoOp6ZFBWznc4wSHUtRBU0+ZZV+SsffbriWIkmSnL+lc+NtD+6ATF5/+maLRWUtJbIi+h4Tsl2i+eNzz8h/DvLt9orkz7eNGlyqoVWTk2U7N6YqZhqeIj5kRgma00tULGvwgvzIaxF/uLKM+PbrbilhAc+2a6/fcmCUZxwxLJEWUo84V+zs+KVyn5Wgt37pjHdbOOJ3dFij2VZeoGOF8glmiudJgkIzPlEISpFE9URNFGMos35RH4UWBT85tat4bYiIwL2GvKJ6jN1TuKo1azE6lhMEyUIQYylC0eDYzvhJIM/jk0ymq1O6AALcJFuOB+qVtuT5okqShPFf/hZA0ukpYjIOuaIqzhpjAehWseGC/5cUu7ftLlV2hudTxRry5hQrbnWbJ+sUojzweInmx/C3gNN8okqGH6MyPLK98qcjx9Ddu+fRrvtoZEjsIQMNg6aLLJ1pYniKExeyip5GVR50bxhHLFmIQ5aNI4Naxcn9ptYkxy9djHOOv7gMPqvbVtAO36M1CcqZuKWooniF0e531kEF0uyQ28OaGrqqnDPUllySI6XB4qSmcTFD+QjMIv88LeRebQFq3BzvnYgGKkWOCanWtyx1V01IE1Un6lz0evqNTvRWcR8otodaSQqto0l1PW3yYUoWWff8RDTRPGTbbZCkGUwlWm7ZJib87Gy4oXx6n6jQY/rmtrCyseieSM4+/iDpeddfsnRePUzN+LkDQcZ1bcQpO3WXUfjxdrbv0DsddA8Y/ZcP/Gmc/zyclanslPeylZ85tFud3DVl24AAIrOVyJZFg6Gh3qzJsv3O3v2TaGZM8S5jNA6Q7E/romKkMlQ/JgklmfFjks/t5/86wcvwnsvPxWvumyjdBEttZoKIUX2TqWF4gb084+4D7CpEJRps9Fx8jQklvIGItNBfjEzac4nK1fURHleUvuTpokSYUcUZc7H6ie+N+ecsCpWN6DamigaffoM3/nXa1aig5luRks2vO0wD5tDtIMw6P42iRAlmL5Eies4TVRHronKYtYRi86Xct4pG8wSOapsa1lUtzxRg1pCb2NZwEGL5dHhRofruPSsdYWboZU5TOoylDOyrKCy+2cmqDL/AKPiKiqMkBli/2F9waPb94fbZruGtEwyaaJ6Zc7HBR/YvX86MOcr+B1QjCmxhaiUKLRiEfzfk1Mt/OrmLdw+iTlfhqr2E+OxN6ZVSu4WzfmEU4z7Xk82KPH7FS1raeqnOye6fnKbKsR5lnJlwmXCJ0pyfVaU7jFZFsKXrihzPjYXFfvnP77Ydz+Z4DRRVRaiyJyvz/AvWL1mwxLE2kRCtJTINnFNFGdSFwhIojkgr+qNkt11Ytdk5oRZOgFZBEDG4asX4O6HduEL738K5s8xiz4XhsoUygp/SxwqdYiaKAvlmWvlKTVL3iUpUnM+rvzQ5MHcnC/tOFbfer0WE/x7RS+m0TRX7z+sf5ucjgbgdavm96s6Mx7LsnDI8rlGk1gxsXpZsHdgfKSBPfunC9ZEsYVFOTF9h6G5mcg/fOMm/OSGh6Vlpm80o5fdVJoQFR9bUhZWPW4OEzM5Nx+bwuh8yGDOF/s7eXCeRTNZe6jN+eQ+SRaSdZeZu5mY87FfOmHXsqIEyEUJNMw/Xwz8w8yFD0zODHM+EqL6DB9YoiYx5xORa6LYKk4kAPEWLjFzPklYVs+LwgT72qx4biogoyZKkouK8dHXPgl79k9jyYJR4/JUmijW8XlIhvaUceNd28K/B2HlI63K3cpz2hDnwb81Qag+/6TV+pX9cHdyEGjUbakQdfDSObHrVJOq1nvmwN5hfqFn+eLxflVnxmNZwN+//XyjYxv13mqiGo0oYFJhQlTwr7JvVvixyPo0+XQWeCxIQ+JfRz52pY1nH33dk/Dez/yfcn8WPviq02Ih7bNiapKv8x/T54kyKxteNE/Q9daqcch0AVP6zKXTCrkqykNUx9heK5lHSzZfkUW0S7w2wQbt/MiKzi1KoFGZ840EQtT+yWa4rdXp/3wsLyRE9Rk+sITMnA/wJ6ZMmJFroiIBKEoMayf2T7fkoWA7nXiHwKuJQ58o81tKzRM1NtLIHMpaFViC/f7yD+7EXQ/tjO074Yil+P2d26Ai0QFZVi6zwF6SpXraY4PGEwNLvPmFJ2rLDgOSSK6hcvD+h7efpy03D730HSBNVP9h3y0/2SpqAk0kyaKdLyq4gw727Jnma6rZji1GdkNk3SDvV2JjBNc0NVPbLkO27ZpQ7jt67RLlvqycdFR3fr5p/a+l+JH09+FCnCvKM11463heeK3Hd6rbMHmB5N95untVLi1pWUk3rvB48QSpECUNcR7fxrpJk1fRVGtlSmjOJ8w5a7aFoUYNX/nhneG2ooJZ9AMaffoM/4LVbFs6UePNJGSDGitjz/5p3PPwLv84aWCJtsJfKfpoOp4XS4SWRxOVZs6XB1YdsQ7s9833bMfkdKT9WLZwFO97xanphSZlqNLCyqrbLk0V1d01TYWLWN26uSaniZLBq/QrK4tUVoM2c+hIhCjyiSqPLP1+z4SooG9jmq8yzPlUCpa4DMWNc5LL80Wkdccy7cvnvnWzuo6K7f1YAkxTIKiGFtnnGrkTyE3c0kjMC1KOVT0HiQyVC7k5nzzEuQcvvEkxZ5V4uCyacCJhrcz+JBSiNOZ8/kFGx5rC6mdLAv+IPoxVzhNFmqg+w3f+Qw1bmlTOHyx8+1GZJolpnT76hd9y2zghKgzbGtdQWXZywOh04h9sJEQZ31KqOV8etMl2BRbPH8WQxslZ7Ows9FarAWjM+WTHZylbs5+Vn+f5RAFJuOsF/XnDYDJTVVmE5ur9J9REcR8PhTgvjyzvfK80gqE5Xz1uxVEE0bKiXhOVpR+LC1TdjTOD1H+aai1i/k3SheB0nygdXigAmJ+nCiYRnp+jnWWt4RcnMeeT+CizH+ItmGiiZL7hrD11MorvE5WsVzewvlr2bYoRVQfBvSIvpInqM/wK/dhII5zUjg5HQgD/EqaFB41tk2ii/O38ef6/vF12u9OJ+UQ9uHUvgIw+UbEO0/g0JeyblmW+ll7fYOSXrf4NwmrIC5/iqHdm6N2MovEg6RNlQngUdw3WCfZqNVqkF35W1fXlmjnINFF1CnFeHjl9Ycsk0kTxQlRB70DSOCMGn4iYZ5vEdMy0u86c3mmA+qF0gdBsfD567WKpT1ReczpjDVYJNhFScz7IPyNVy/nR/OIntNodfOMvLsYhy+eG2xIhzgF89pt/UNZrwdxhvO3Fm6T7LStaCC3KnK+j8IkCJJqoCgeWoNGnz4wM1TA8VMMbn388gOhjmzceRa7jHXalPlFSSV8lRCUV174JXzQ54TVRj2zb55+XxZwvJvQZn6aEfYxJcz758SZ1lflE8SE3e4Gs22ARC7seKA37JBNrvqc96dBYAk7ZgSy3RMMozHFxg9cxhy/BxnWLcXkQNpWY2TATEf77JU1UeWTpv3smRDGfqAa/0Nib6HwrloxjfMSOHQsAF5y8RnJ0VEqasFH09FE7dhRocZErsAT3Y83yuTjj2JVyk9w8miDP/LR4MxWz8CttWkstrsmi5AISTVSrg6FGLfaNiXOYLVzaB0aH09CdcMRSHLpinrruKNacjy2sSnObCt/rt392TyHX7Adkztdn6jUbX//4xeFv9jE16jaGGn64aN5pNi06H4/MnM/fzvtXBX94nNq34yVsbf2Kmd2PX26xmqijg0zpZx630qhOJtcUOwoLwL6JpvzgAeVDrz5Nuc8kpCkgvDuKdrviOcfhiuccl9jOm7yEmqgem/ONDNXx8SvOLK5AYqBhXVPcJ4rWAssiry9smbB3oAxNVDgkGswj+budNz6E049ZIeR/kp8nbs47aT1LkRy+l2bpaWlK4gt08jnB/GCxuFsBPDRFgyd1idAhM+fLs5Apa3tlnihF4mY/EIWoidI/U5aORnYJX0NnqedMsMJjizLI2bN/GoD82YqaqF/c9CjeWcxlew6NPgMG/741gheNn5jqBCbZcaq/eSfaTpuZ83nSDzbvimQRpgerD5qLq6+6DCc4y2LbVSUbmfNJOop9B6Zz1C4/srEuS3MtWyhPDpyFmMBrGtqVhZbnzfkC37luwuUShMhhK+Mrp2yBJx6djzRRRROtkJuf02tzviHOQqNeL+ba0XilnkmyI7QKH9UP7m9P4sdiwn/9+dPwlhfpI6lKKXAV600vkJs3pl1S6hMlWQgxDzUe/Z1FE6UqoxukY7o0VIT6DbPC/0WwRUpZ+ZdfvAFzRhuKIB+RT5RtyaM/J84oSAj/0Od/DUDePzMBi7HAMGfoIEIzngEjWgWJckjFI/iZCVF8R6Uy7WOH/OKmR3DHgzsBBJqodkfSqQzeiqRKQOM7iqUL5fmoRDMEywLWLFeruntF2gCdpWsztWvOM/GR1S3yidKb89GUlzDlL648E8cfsTT8HTlKR+93rybvs4k8q/FlJSsXkflEmWjATWC3kJq2xkr8ETs3K6ogFmnMGRvKr30rUFM1Z2xIuS/NhE2sgswkN1PgDk7jYnqiMk8UW0Awv3yIdNxVaKJ4gU8MciEenhZ4Yf3qhbAseYoW9h6b+IqFwTkKjvEgE5D5RLvAYPij54WEqAGDH4hYJxn3adLblyb2azRRD27di7sf2gWA+UR1Ei/+INrG6zqFr33sGfi7t54n3ZcQomDh8os34BNvPqeo6kVlK+q5fvUC9TkGXXja/ZuOk7ZEqDaFvwTr5I00UQPkGE0MNmMjDazgkukyB2R+kkt5ooqHfaGD2O/LovPpxkATFs3jV8P1Hag4FCfyH3GdcFwRlYyqNtOJReeTjG3dLLzy5Xkwf2eVPlFdLPOprEt0Q57oqy4KRKnR64Ly5f5pkZ+TZVnKb5QPj150vkyTfqHVTpoiVgUafQYM/mMLhaiYOV/yHF0HVI/5RMWPFU9td/wgE6IKdhBXJFWdHRu8RobrqCvaRtZRNOo1HL5qQWH10/F+LpfV8UcsxV+9/qzwBVCtXPGktfMbnn88jj1cn5Sxq2fFVWj96oUAgLNPWJW/PIKQwK9Sy5LtFjGBJuLk6RbmjGZLop4XeYjz7t6Bt754E/76T8+OAksYzSOtlF8QzPYGKLBErxaxFL7RMqFCZ02jJ9KipAlBqucg1i8v8mS7cnM+/sGLFhxitLo0IcqCWojik+2muETFzEoLF6IMGrTZqu5KAo0+A0bUcVhSTZQsM7ruJeVXAsQQ1GJH1fECTVRNPE5b9aiOPfJRUNWJ/xxVdUl0FH1QjoyPNvD8Jx8BANhw6CIcddgiTTXM63zkIYvw0dedoa1DPAhIfjMI5rd2yoaD9OcbXYUgfHitOPtu+eA3ZM1XPM85bz0AueWDioMWde+jaULoE8VF5+vWnO/cE1dh2aIxLJo3AgCYP0dvpiZ2g2K/eOdDO6Xni0OP12tTph7nQxSRDTNdaTG5Uz2YhzhXFKHZmI7Cmk9hnh+ZHg7F5mVezLxt8fwRvOKSjcprWpYFCxbasotzQpRtWZoxvtjofIymgZap1e70PE9nUVB0vgGDn9SyjiVmjicZLHRCSy0mRMVXPPyPKnp5220PtlURTZTiOvzH2Kj7YUHFVRrR7rfMGqe2nRcelL3cAmrNz5GylqZY09OeR9Z8RBb4vig058uZlJMw4yVPOwovedpRmc452WABpQikmqiCAktcctZaLJw7rIx852Nx/+e2Cht+cdOj0rP5fvM3t27NXMdB41WXbcSBiSa+9AM3tj1moMbPa2SBJSTzmixP9KHH9uHuh3eFGhcTyug3ZFoclQaIP5RPDeJ5iOXq/OIHnpo4l5/TMEUXP8f5y9efib/7yu/DIGGdwCfKxAUg1R/QkKlmJDhNN9UFnnHsSswZa+D7v34ArbaHRkHfcS8hTdSAYQVPxLKAhx7zE90+wsX/1yXWlcF3UKImSjw11ETZ+TVR/faJEvuxpQuSwSWKVlnnRZShon+LF0ZOPXp5Yhu/mms8+KTsI60AUTR8f8KnYiAGi7GRBs4+/mAcvHRcf3AXREJU93mi3vHSk/CR1zwp/F2zLZxz4qrUMYwzFolvFzbs2juVq055MR7SChYeLjt7HZ586iHplxR+JAJLdJEnih325k/8NFhANbSo4P+WmB7mWaSUa1Pi0ouzZmGiDrwmquMBLU3/FgsQBgu2IEStPXg+jlizMAr9HvhEpS08x4JzdMleLvpemrvJO192ElYu8fuLVL+vAYaEqAFDJiTt2jMZ/i2PzmceWEIUosRvtd32cGCqhdFhQWM1gNH5TJH1G7LofP2AdVjs+ln6r6wrae9++cmJbWnJ93TInWhNhL/Bej+IwYafIEepGPpVGyINP0pYuddg5atyIWbhrOMPxnFc9McsiGOi2K3xQtSArNn5lFAZWZce28b9LV0IlmzLJcRA7jfO79dRdGAJm9NEHbpiHp5z/uGJY4ZiSeq9mCZKRjLKsoX7t+zhtgUCE5dsN80nil1XdQ9ZYSHMjz9iaSy6qohlWWEUahKiiEKQdUa1HHmieEaGIqtNUYgSE+t2PA/bd01giaC9GURNlMps0ETLlFzJLq/OqVbIHjvGPyrNuq9bNy6pyYRl4cmnrMlWELuwwnSBIIokFlhCEuKcGBwsu/xkr+zZH7Q48sEqKsR5FhJ9nfCbnxTGWmQWvru6YUE2Z8hjlpdFE8UfJhP48oxlcnM+Kyxrwdzh8AIxt4NaXBOlC/ktClETU/GQ4VawPQos4aX6RHkoNrDE/okmAOC556/XLpqye2+2SIgiCkAmGPAvtWmeKJ7xUU6IEgYb8XtpdzrYtnMCSxfEnYQHUYhS9ZVJYSO9TfuJqInKRMHNbBxYIuXCM1HL9OE/OR3PPje5ekj0Bl7TzpI6s0UQFpiFGAzsXmiiggsctGgMx633I5BOTrfSTikUhTVfYuxWNUPZI8+g9MBxEznOJ6qLtBo6MvlEZdxuQksmCFjcPXP18xD93eBTg3hqTRSbL/ABXyzLShxvWUFi3XDRKS7MJQtGoeZ8TZbyRJE3ct2q+eHfzNJA2nYVgISoAUMmgExzTnqy/fV6+mNM00Qlr9XBzr2TEk3U4JnzGV9FZs4ndBRFd+Z//7bzsCKw9U3rkjau8ycBRx66yD82QyjcogN4ZC1uMMTQ8jnRWYbLLzm639WYtfCBJaZbfl/INOiXnrWuL3Ui5PjztnJ7BrZi3ajbOOGIZQCA4SF9ku/CCKWoDB3mgCzalYVufsDvHR8xC4WfVxgyHRdVuau6WQhUBVFgcyJ+3sG/ErywkVUTxc7hYbfAa6LSAkt4XpQpqohFEKaFVQV8ueoNZ+Obf3kxgGhOSuZ8RKHwrx7/sak0UWnffTzEefpgs23nAXgeujPnG6DofIA82EEvfKIiqzd1r3TSUQfhXc9diWMCYYqFuzURRPul9Mnjv1U0525ahdc865j+VYDoGbwmamraF6KYFXLPtN6EEbZllR6yO5yg1Ww8+7zD8ZevPxPHHp7PrykPu/f776DYryf6Y27/J7/8e9x23xPi5pBF80aEZL8lUsLAoS0xOOA55x1e6jerCzijHLMU/ltZ4aPS8bA+rBOY1fl14cz5OE2U53k44zh5dEg25xG1eYlF4fAYUROlvrkoOl/33y/TKqkCvtRqdjgXZUoAMucjCueko/yQsZeevTbcJrcdtoyjE6VpomwL2L7bD2KxeP5I4hqm9Ds6n+TIxJayo3v5qnrWWaYfOzIUt4cGeieIAtlX3gbBYu+tL9qEi89cqz+QqDy8TxSbpLDvl2SowaIXgSV4TZRlWdhw2OJyL6hA1Dqk9dm/uXUr3v+5Xyn3c5ZXufFMbQP6sPqlXvDMfo7+WobHKc7ppktptpJCVCTQ+P0W/zfTgMU1UZ42cTXfJ1pWMoULu6Fws+f5AS5Sbo4dumPPJO54YEfq9XXwCx06Rod9S6mPfvG3XV2zX5AQNaBYloUPvuo0XH3VZXgqFz5UpaHQmekx0kz/RofrmAwcFIcbYnQ+c3rlF6O6jijEnX/S6sQxSZ+o4uvMFtCz+F+xYy3JcxaLKd6cL2t5M9tEhRgMpJqo0DeApKhBohfmfGyCprOqKItDlvmJeMWgTDrCia4sqmm3leo3mhso1eWXO/A3t24112goLsDGwTzzmGnFtWu84CSx5BiKaaLU5bNvKx7iPIkvMFnhuxZqohQ37QkX/vq1d6krYcBf/8dmAGZCFBMYt3CpfKoECVEVQOWUyVOEJmp0uB7a4orlDWLAAJUNrShcPO+C9YljVDbERWKqieKJVtgNKlRQnaO8GNmY4Wb+xIDATxhETZQuvQPRW2zLKr1faIamQv0Zk9Ys9c3ukn618fqIzZC6mNbL8bUUcz4zKUpsozJu++HH92U+p6hqTEvM+SzLCjVHnhe1QZs356vHk+3qqAmBJWTX9GUoFrZck2zXi7+vRS1OGQlRY0OFXKtf1PWHDA6O46wC8HYAmwAcD2AcwHmu6/6kj9UqHf7FV2miChGiRhpAYM4nOgT20rzMlMkpeUQmsQOQdTIJn6jiqhXVQ2L7rMNLW2FP2D0XXGvD4pj6PS3/A0EUBa89Z5ootthDmqjBQuafUTT91kSxV47lLGOIw4zYDKxvl5nd2RYg96YpgX6Y8xkOLqsPmsufVGjZPtG9qxaG8051LAs4MKmYk3CCU42Z2nU81IJ5Fj8vM5kvxM35FPVB5DvKku2qOHjZHDy8LRI+u+lX+UiBJgsdOtPFQadSQhSAwwG8EMANAK4FcGl/q9MbTDRRph9+Wj6NeePRikBSE2VWfi8ZU0T5MekASveJ8iK1fZZrtTP4ehT9TEwHo7GRBv7x3RdiyYIR/cEE0SWjXOQ1FsqafKIGE18TVV7f6nkeJqdasK3+JXUPNQmJ4ESiFCX8TGuWtPDTFUBX99DaIeW4L/3502LCRJGLhM+7YD2+JpioxUqXROor0jIjDCzR8WAxM3/u/RmqG5rzheXFfaJk+IIbH1hCXe5Qoxa7cK2Ll5El2gX0kaOB6gtRVbOF+Jnrustc170IwBf6XZkykH1AcU1Ud48sTRNVNSEqtmrFYaI105li5IUvhglzWeYU7FgTQbBoE8ssxa1YMt63lWBidjE6Eq31MVOudqeDei092hTReyy73MASn/vWzfjGdXcbW16UQaiJkkREM0E6xndXpRILKwadgAkAc8eGYulYjANEGBx32Ir5yY2W9M9S5jqROV+kEep4XnjdWi2jJkrjE8V2dDzOuiU1Mp9XmDnfviDRLmBmIVWr2Tj/pNVYNK+ai7KV0kS5rlvNGIg5iEeL4TRRXX7haRNffkVAFLayTlZefNGROOrQRWjteTBbBQvAZIWyrNXSaO0n6txyBZaQtHciFEZhPlEDOOoSRAAzHwUiU65mqxObeBCDQdmBJa755X0A1A78vcCWaBIAdCW89KML7uUl+z7C5KhAkc+EX1DVmfmbzBdiQo6inizZLivO0vgr8vu6EaJ4vzDTxY7hRq1066CyoFFowJB9WDFNVJfOtLrAEoxuNVEveLKD49b3x2emn+Z8siztWSYVWQJLFCX8sPr1faAjCAn86nQr1ER5qJMt38BRtjmfmHqjH4T+LcIY0s0CZ+H+rQYU+ZS0yXbLvL0Mpu/8qxlPsFtANVLKYAu77U6UJ6qbOUgssISyQqImSh0G3z+E9xfLXTU0M/pEAb7ZX7OiyXYrpYkqmltuuaXrMjZv3lxATSK27PDtSScmJsKyd+6LnBVd9w7s3ZaMZjI93Yz9VtXrtltvxvhIUht14fHzsHPHtvD3rbfeHNt/xx13YM/j+aKoFN1GOnbv2qW95r33PRD7zbe3SJb6n330XFx38x5sefBOTBw4AAC4/fY7sG97eiJFdo1HHt0NANi6dQs2b46H/Ox0OrG63HTjjbEcUybly35v374TAPDoluQ1i6Lbtu31O1RFZmob8f3fzt17sHnzZmzZuhOe18l8zzO1jYqkmzZ6/PFdaLXMn8vu/S385s59uPC4+War3170LvTrWbIJ5pYtj2Hz5qlw+7ZtO2PH7Q/6f57NmzfjgGT71PSUkXYt7Z4femgvAODxx7elHvfgQ/uC+qYfl4UDU8m682VvfYyNa1uxefME7t3qB7Das3evsg4HpiKNRlo9dzyRzGkkHn/vvfcCACYnJ8N9jz++K9y/f/+BcPvu3buCOj+GzZsnldcVqdsWmu2kkHL33Xdj27g/55qYmIB75x0AgOlmC1NTXqKuDz/8CDZv3iu9l4mJCQDAgQNREIjbbrstcc3Nmzfj8cd2od1u4/rNNwAAHn30Ubi3++XOH6th94Gofb/9s3ti5+/Y8UTud+P+x6Jv4oYbbjA6Z/u2XZiebqXOUwaVWS1Ebdy4EcPD+bOEb968GZs2bSqwRsC2nRP43Pd+gJM2rMKmTccCAB7feQD4n60AgI1Hb8BhK5P2vcPXfB97J6KPIlGvLz0MADhp0wnxgAzB9mecewJ+f+fj+Pmtt/vnn3gC8M0t4WEbjjoK61YtyHw/ZbRRjKD+PIsXL1LeP2P1mjXAb3eiZltodzyMj41F5wTHnn/SajTqNjZtOt64Hs972kl4yx/7vlrf+u3PgCemcYTjpCaE5Nvo1sduA27Zi1UHr8SmTU6s3pZl+8cF20444XhlcA2xXuK98e3zq3tvBO7ej4PZNbtF8kxkz+PIQxYavRulv0MzgJncRgcmm/jb//kuAGB0dBybNm3CP/7gR7DtWqZ7nsltVBTdttHNW26Fdde9xmV8+J9+jetv34fzT9uAG+7chhc8xcH8Oeoxef5Pf4In9vgT8n49y9+4PwUALFm6NByjAeD6B/8A3Hlf+Ht0dBTYFV/c3LRpE0Z//GNg997Y9tGRYWCqBUxMIY20e37kwD3A5t1YtixeL5GtE/cC1+/CsqVLsWnTcanXM2XvgWngG48q63rL1tuA2/ZixYoV2LTpKNTv2gb8eDvmzZ2rvCe/zC2JskR+6m4G7o8Lpvw4CQDr1q4DfrEDIyMjYVk3PnILcIcvjMyZMx5u//7NvwUe3oLlBx2ETZuOTr9x7hojww00D0wnDlm//nActGgMuOYxDA0NY8NRRwE/2AbbrmFkZDgxNq9YGR/7+Xtn7878efOAx7cDADZuPBq45rHE/d/4yC2w77sfJ554AvCVR7Bq1cE47ZQjcPUpJ+F7v7of//D1m5S35b8bx6ffuwLLfRy4dlui7mnc+tht+O2dd8eOH6T+empqSql0mdVC1CCydOEo/uHt52Hl0jnhtrjauRxzvlrNwjAXBUs0lamS34xJVflQ4qJZBuPNLzyxq2t3lSdKuipbrs1wGU/41KOX4y0vSrbj599zYepkiSAYYyMN/MeHL8L/+8/N2D/RxANb9uDRiiZmnOlYlpXLB3TzHY/jf391P7buOIAPvuo05fFp0WV7BbOkKtKcz+99ezvGFmrOp9vPovNluHjVgm0MN2zsVexj43nH48z5FN+Jl2Lmx04xic7nf4tRTsy4q4HyEn59u3iXmcn1+SetNj6nXrPR7njaUOyDSP97JCLBmuXzYj5JfEC+bt0AVI5+NdvCcIPziUoElujuur1knkHyNiasWInevTv4zofvOE0Jo/MZNPgg5u4SGR2uS7VlyxePx3zwCCKN+XOGMdyoodXu4NHt2ZNpEr3BspKJzNMYCRbuWOj6XfvSNTEs2fLbX9K/FWo2BrdFHw7D7ljWPIV05f30y+/jWGQy6WZHxHyiYmHN+e3m5fK86rJjFNe2Yn5Q8dQn0TVe+BTfCsTkMfJBdVS1tC34gSWk6SDS762bwBIsguqzzj3c+Bw2L21JzCEHHRKiKka3Urrq/FrNxnAjeh3ECHdVWR0454RVePkzNmiPY0IU64sKuz2unCXzRwH4kWdMSYvOl3atQijhEVfktSEqQL1mo9X2sGtf0mSGGAxs20InWFE2YSjoG3cHz1RMYCsyOd3COSeswtknrOquol2gCiwhBoeQWTjs2DOpSGPS+46yp9H58ixWGraJySKlrKi44MQLVPlaZrEqb6LFL6jykfrkIfJN7idNE/W2F0cLDL4mKjmn0MlI3QlR/kJHWhAzERaAolXB4BKVWwp2HOe5wZ8nB/+e4zjOEgD7Xdf93z5Vq1Rk2o2svPmFJ+Inmx9S7q/ZVjigAckPsyqT4Weduw4jBhqOThixJnljf/+28/DgYyrFfDp8B3zFc4/FiUcuwxFrFhqf3+HMDEXEvrW46HxBeSUMq1URvonBxxeiOkkNADEwhElFPcAkMFc9OH5P4EvS6qQ/22ark2lyVgZhiPNErsH4cQ9JxpD7gsBBIv651VuFZ2jN+Uook6GKcvcPbz8PV/71deryVRewNPvTT5PCa6JU0fksNuYbvAZ2TIiK71u/ZgF3DB/iHMpzRLoZtZkmKovpbaSJql7fXjkhCsDXhN8fCv59AMChPa1Jr8jw8qs4/6TVqTaqth33iUqpwoyAjdWsM+Lv75AV83DIinm5yuWfz9hII5NdsF8vmepdTtERnsuQd0iGIoqiXrfQancqm09kNsDnUNLl67v5nu2hILL/gB+Aoa3RRA2EEMUmwW1RiNJ3dl/54Z2QzZKr3k1qbz1URJnfqenYoeoPli8eT1bA5LrGRwrnpVSYN+0Pzfk8uWCTOU+UuI8rtONxeStj9StPimKhyjNpouokRPUM13Wr3t9kJqaJUn2oXc5WRU1UsvhqNLtpPb/wnVvjxw/I/aUFlqji0FsFvy2iGtRrNlqtTiYfQ6K3RJqo9Gf0m1u24CNf+G34e9+Er4lqazRRrXb/hSjWpSXN+fQMN2rYNyEr0zIsoZqUmQdLFRhKHkhBdaz8vKLgE+yqBKDF80aDf/W50NLM+dhvK0y2y8z5+GP8fw9aNIYDk03sPRCPItnN8wo1UZnM+QIhqlW9vp18oiqALIFr0dRrdqrvzqDOhU/buDz2W1XPP7rwCOn2bmx/ZXT7fMLAEgb1GtRnQhBlwHyiSBM1uIT+QpoV5YcfjwcH2TfhT+J0juWDoIlas9SPKvq00w+NbTfpj+t1W+ETVUDFwrL6PzDMHY3PJcqskqo/4IdQ2eVV8ypLss0E/vDzT1odBk6yAAwF/ubrVy+MLSzy51xw8mq8549PwdOedJj2WjEhSlEPy/JFxsi6JXm/nrSE7mDR+VRBzGSQTxRRKpamMygCPzqfWogaVI3CO156MiamWnjxB9Ld4Q5X5Lhi91XU3XVbTpbAEsX5RGUIZpGRooVUYvYS+kSREDWw1GrMbCn9uMnpduw3EyzShC/P89BsdRKRY3vNvLEarr7qssR2k/7TD7qR3F6mpqYXiPf+1metiO8voEwVyv5Ac77WJ8ro6vxp0Rnnn7QaO3ZP4sa7/HxJYyMN/M2bzsaqZXOxa688AqVlWTj9mBXSfREsIBYXnU+4kWhOY8HzeJ9n/lryvxlDjfzfWJpft4oq+0SRJqoCZNVEjaT4NqmwNeZ8g9rHN+o25o1HIc1V7aP6nkOfqAGRomSrRiVdqvTyCKJI6jXyiRp0TDVRLFS5yN4D08rIfkxL1W9NlAqTMURp5jhLOl8vQ/AM0yYx0kRlGOCt/FIUd73kva5fvRCjw3Vj4eKCk9X+1LUaPycUqhH8DuNUsEVShfaKP//Ck9cAAEaG8utXMkUYDqiyEEWaqArAv4q2Zvx424s34ei1izNfo1azU1cfBlUTJaJcXFIJV2FgiWLur9tyWAck1YRrokF1SxmPuCrvDTH41Gs22pwm6vlPlpvoEv3DNDceywsl0mp72L5rEksXjib2haGTa9kXCQcFz/PwyLZknrMiusm+ponSHhA/4qjDFuFEZxlecenRXRTqoxKiYmN+KFAYVQ9A9rErJpgEWiBZ2fHf6mu86QUn4k0vSCaqB9Kj84X1FkLxWwr1Ez9naQRzQNMUBTKyuCQwqhxYYjCXdIgYWZwejzx0EZYsSA5AOuo1G8NdrD4MDIrmUTXboEW4izre3pnzcSUWXB75bRHFUa/b6Hj+QGtZwEsuOqrfVSIEmK+GTls4NS3XRAHAgcmmdHseh/VeYjLpVsXNsCyr2n2lad2D12KoUcOH/+R0HLJcHQXXeHwzOEzrEyU5IrMiSlFfsexuFhbZ/CAt8iWrBztEFvE3/NvzYoIL29yNsl+e3DcdlurgVzdvyX/hPjGYvRERQx5lJs6zg+zQ8znTtiz4PlGzUBMVrtoUdP2CzPlk9S17pbGcEOfVeG+IwYeZfEw129rw2UR/YKvPOr+1tBXnpmJfK0fo5J7ShTlfP97mXmquyhwG8s5NVCZt6RtTyourosyOywnvEyXef/gz+FemieIFOxbUhacbTVQnw0Iwo173j/3atXdVLg/gDFA9zHz4d1HVYVxy1lpcctbazGV//IozQlVqWjSVqkyGlatBOp+osiqUkZc+/Sjsn2xKHUzz9Gvv+eNT4D6wo4Ca5aMirw1RAVj/NN3sVGZRZ7ZhqolKE7JUAtaga6JMTLlVk9NCo/MVV5T5NQ1vIMsQZnofZpFss7dK1lNkEf5kpJnimRIvI10DFvpExXdKYc+nmywSnudltvDh555TzTbGMkT26zckRFWAMkOcb1y3xKjsqs9ZVAPcoIU4X7ZwDB945WkF1QY4/ZgV2og/KtvtIqiK8E0MPo3AmXq62aaojwOKbSpEcYJSo26HAhIA7DvQxNYn9gvJUiMhKkvo5F5i8koq/Xf6IPoUeUVdWXmuxd6ltQfPTz8u7xijFCSSeZWyFifzx2J0swDETq2nBJYQt3//1w8k6qSsgue/x91porzM4z7/TU9OtzE20sh9/V5DQlQFiEeZ6U8dqjIX1oUtFQnDgRZ0g71opr98/Zn49S1bSyiZfKKIwaXGzPmmyZxvUAmj82XQRI0O19FsTYe/P/XV32PHnil85aNPj02mmAAyqEKUSWenDsddcF1SYL7P/ZioZpmc12s2PvLaJ2GdRogqYoyRlZFZsDV14SrAJ6pRU4c4F/2qv/mTuwHEg5Kp7q3jeeh4wI9+9yBe8rR8Pqeel/0e40KUPOjMoEJCVCUoTxNlXIOKzIYzhzgvPMRdscXJ2HDYYmw4LHsERhV5V95MqHr+E2Jw4H2iSBM1mIR5ojIIUSNDNezZH+3bscfPo3PTXdtw+jErE+cM6rNn/aezZiHcB3cm9h+8dFzpE1XEOGQqn5x30mrs2T+FZ5yZ3fxfhbb6OW/vuPVLtcdkSUzPNxEf3EQaWKIrTZT6uJgpXrZLhPC50tRzm/hvmSZK9co8sXsyZ83ymvNFJ6QFnRlEBnRJh+CRRlXpMRWRodSBJZTmfEVfvyINJaGMmlflvSEGHzZxmG62Y47VxODAhAFdiPNOmxOihuNruWMj/u877o8LIu0gtB2fI2eQYLXasHYxTjrqoNi+RfNGsGLJnFThsld3VbMtPPu89RhOywuZmf49E7OcisljuvH7kV5DoRESKWIOx+f05K/7/CcfgQVzh9meeP34v0tcVO54iOWkMoEXCienqiVEkSaqCpToEyXy1284C+MSNX9lhIOs5nyF+0QVWlzlqYoGkxh8GrVIiCIZajCpmUbn42J9jwpC1HSQiHfXvqnYdlbmoJpysr7OQnIcsCy/3qp2saz+5nkqElGABMqdPxgNMZJjYslwrdgOADnyRMXcoNT+R934uIfmfHXenC/a/9zz1htdVzUh4g/pdLxc86NuA0uQOR9ROL30iTrykEXS7VWZC6s6a5UtNusou3GknDGU8IwHdL5DVBCmgbjjgaSpFDEYmAaW4ANJjAr5CVuBlmpiKj6ZarcHXYiK/mXjim1b6HS8MA9UWmLYQTVTNIGfH3zwVadh8+bN0uPKGGbT2u3Vz9yIIw9ZJA3jzctQsjK6is5nCUIaRxHPWeUTxWuARAHNFuqnq1u704FtZ9dWsvc9C7xWdPe+KezZP51y9GBB63kVgH8h+xXatyoaBVU11SuAgRBV2PWr0U48oSNqCVJUlScGxGAxsAEFiBBmZqkVopqREDUyLJ+oTUwKQhQz5xtQNSTrR207EohsTrCyLCu1XeqS+zr16OXG1+/n0KN1iSqxbmljzKVnrcMRaxZG9eOan38Sb/ij4yVnZ9REKX4kk+1mKlZKTBOlKDuhibL549jicfwYfn7JL3RkIU90vvHRyPrpqi/dgBd/4H8rs7A9mL0RoaRfk/Sqz4Xb7fJWhXgqKEOFVLnuxMynQULUwMPkAJ0531Qz8nsYGZIbxCg1UQPqE8VrHlhfagcNYlkWbEttzgdECUd5svTJVZhzljExNvKJSjnk1ZdtxOL5o5nOkV+D0/RA/TyKmMM16pxPlEL7lGrOZ6CJainmTDo8L/tiv2yBbM+BavhG0ahUMfomzFRkhq3qoJqKBI6haUhBfXs1WklOGXWnpKhEUdQHNMkqEWFizrd91wQe2bYv/C0GlmAcEIWoAfeJYmOIb7rn15HNDW0rMO1LESIataRGrjKWDX2s50WnHao9Rh5YQv4s2NasbR+TUUrKE8Xgo9nFA4/xglz8OnqPqHi9VUmvdXQ8rxCf1ZyKsJ5Do1LVIE1UKqpqdlSaqNCcrygpqiINJaOcGOcEUQgsahsxuDBTu3ZHPQO6/M9/EPs9MqQy54v7sXRCIWowpy2dUIhK5h+0kO4TBcg1bFVZhOpnLY86bBFe9vQcOY1CaUnY7BWT8uO4w5cAABbPH4ltL+KR8pooKIJYpIc4l1eCP6eVU4rJkydKXk4FVKugwBKVoyrCTN9QtE9LMaiH+RJIE1U4Jx11EC4pMBcJMbuZNz7U7yoQGkyj8/Gw6Hy25c9rWV+cMOcb8BDnbNJnB0Ek2N9AJFilmvPJzFXz3OoANk/ZGjWtsBkanCTbX+ULnLXG4j0+/8kOLjh5DZYtGlMel71Z/Po3GvI8UXENmIEvljDxiZvz5RWiskfnA4CN6xbjlnueCH9n6EL6ymAu6RBKeqneX33Q3PDv6qyIyevZ5jqEp51+aPg3+URFFF33D77qNMyfM6w/kCAMmDdO79KgwxzE9x6QRENTEPpEWVZsTjcx1YqtRg96sl1mqmchqqPFC1G2OrCEZcWDBYTby6lq4ZiOHWUpF7QylGS/tipZfaKE69m2lRCgGN2+wvEQ5wohMBFYgjcBVGiiuGNULhA68kTnA4B3vPSkRDlVgIQoQsnHXndG9KMivbnq2+WdJPmVTNZpDOrn+pevPxMvfVoOU4UMeNzgTxCDimySSQwWLNHnbiHHUxrz58g1jB0vHoBi0EOcc8404SS1xglTaeZ8nifXRA3quCSimzSX/cT011fvV4b7zhxZwux6adc0JR7iXHUNtU+Uqno13ieqx+Z8opluRaz5SIgi1ESZryukiVJU87j1S8O/+cEqvK+CvtiiNYUbDluMUzKEue2Kguq+6chlOG1jj+pMzEqede7h/a4CIWHOaAP1moVde82FqIOXzlHu48OctwfcJ4qNILbFR+fz/2XR+dICS3Qfwn/wZ51l1TDPuKtbPMxS4qEr5mHRPM73yVAzljetiK2IyBe7RuKalnJfuJ0r92e/fwQA8NiOA9gvy7OloJPTnK8umOlWRBFFQhRhRkVkKCUrlozjjy48AkC8MylaE1VGM/Wq6Yu6zodefTree/mpBZVGEBFzAnOx9asW9LcihBTLsjA+2jCedI0O1zA38HWTaWl4vyhmkj2omihWP9uONFExnyg7e4jzmULZ8we+/FdeerTkAP8fXoYN/xQ1NqGEY17pT73tvJgQrDsz72JrmNPRKKy76BOl98Xij/nmT+4GALzqoz/En151XYY65jPnE8100xYcBgkSoggjqhJqdaihzrAdDmjcNtbxFfa9ltBMFWl6giidOWO+EGUPaHABwhdyTCZAr3/ecfjqxy7GyiXj2HDYIrz6so3hCjZLfsqHOQ81UQP67CenfdPDkaF6OF5GSXctabLdC09eA8Dv42XJdiugXMpEWRHX2Bh5whFL8cxzklpq6RujyuMklJnG599zIT7x5nNMqiivT85X2eS0ZJ4o/m/54rEoyLCEu9t2ThjXLU+eKCCpia2IDEXR+QgzqiJEjY80lPvCHCbc17lwXmCyWFiE8+Lbqey250z5CWKgGRv2v+/6gGojiCAKnUGiTjZpsiwLf/n6swAAF5y8Bh6Aex7eBaBa5nxMazY6XIvMtYTVf1GI4iNOLlmQTPiah7wmYuVSbp30PkjZfaJMxt3li8dznZt3rM1ynthFmmmi4r937pk0v2BAx/Ny3Z+oYU7JkjBQDGZvRAwcg9gty0iL3MTGXn6FY/E8f+AqKk9UGe3UO/OVqjxlYrbCTJ5qXfuPEGVh12wjTZSsXxsfbWDOaCPMCRYz5xvwEOeT035dh4fqkQaK00TVJCHO+cnmS552ZKiBI7KRZ4hUpIkK6eYt0wkReX3MPV2l47VQ/lQJnfH8U8DeA9PGdWPkjc4nnkPmfMSMYiZoKcLEutzHOTJcC7YVc40y2qn0kL5ckkiCGGSY9mJQw1wTfoQvE01UmkaJ5Y7izfmiZLuD+eyZOd/ocD3pE2XHnfYZ/HvcqNfw5FMPie0vLAl8nyndJ8rQt5nf73mKgS+7S1Rmcrhdxc/PcA1GTHBTFHDR6fH3j73TWfC8YvpnCixBzCgG3ZzveResx/knrU49piYx5yv+vopvpyIjI/K5v0QG+wkTBGcC1ud6EGps28K2XQew9Yn9qcelaZSYEDUxGQWoYGkqBlWAnpximqha+H6G+aIgnzCHeaRmyRtdWp4o3f4MzRs9i/zPpCxzPtPyZcfwP6MF5fg5jXoNp2xYjuOP8KMZT0h8EnXkjc4nUpb/XNGQEEXMCF729A148wtPTD0mjMTHfZuFi1ADron627eci699/BmFlUcQvYQJUaYDOtF7bNvCbfftwKs/9qPU49I0SmOBbys/iWNO7qLJ0aDwjDMOAwAcsnxeuI3PEyVbDBvwtcnCKD86X3CBHN2CqmrdDLtFCnU8WW4vGVgi/aJL5vsh2t//ylPxqks3AohMVAFgn6FpX97ofCJV8YmiwBLErEEMLHHoinlRlJqi8kQVUkqcIoWoRt1GQ7F2MlsGdKK6MCGq1a7ICDsLMTW3S/NrGw6irPLmRK12B7Y1uOZ8Z5+wCmefsCq2jTfbkr2zoUagALO9Kizcl2WeqBu7Qu0S10gqaz7TMruB1SfvJUzqljXE+d+//fzw75FAE3zfo3vCbXv2T2P+nOHEeSJ5o/OJVGWdjIQoYtZgc6tVX/3YM1CvWbhu88NsUzGU0POWneg4GlcGc3JCEAwWWIKEqMHFdNEnPQiQhXrNCrVPgK+Jqg+oFkqFzWmifvjbBxP7dSv2VRCMzCh3bDE1n+O1mJ4iSkNUVHmqqJ6Y86VcM7LKiV6w8dEosvHIkN9OX/3RneE2XiucRsfzYBVg40bmfAQxYHS4PCOjw3U06rVQZV9YYIliionRKx8A0kQRg06kiarGADsbMe2v6pooe/WaHROWm602GvVqTVn4ABNTEif9AVWqlUdJn204jisuwKxP5oyqU6CEFBBYQndqL567uPjK/2xoNPosOibPddc/ZHRdz8vva/6ePz4Zb3/JJgDV0URVq0ciiC6Q5xlhH3tB5nwD7hMlgw08JEQRg87Ln74BJx11EE49enm/q0IoMDbn0+R7atTthCaqckKUpi3KCCwxiP04E5jL0yCn3/SBIN+YTDjIVpJhbUwDS5RrMyhcM9owFJjL8t8XT6NewyHL52LRvJFw23d+eZ/RZbsJLHH6MSux9uD5QTn5yug11eqRCKILmBDFr4DKckd1QxlRDHu3WjmAoy9BcCxbNIYPvuq0MHobMXikmR/zJjo6YSupiaqgEMU0UbaFNz7/+MT+MubQg2gFxczoVJP2btHlXz4QRHkc4zRROp+oMulWaDY5Oy3EOfuO0p7HoSvmJ5JDm+DlzBPFYIsrea7dD6rVIxFEF7BkjfHVwcEXHAY1pC9BEIRIWuhyPqqiLmmuqIlqtTqhGdKgw8zH+HvcuG5J4riy/V0HhaGG/9ymm/3RRLGJ+YrF4+G20AKjjNrofKKC17jMp58QZLifTBOVFuW0Xrcw1TTzg+LpNrCELIryIEPLecSsgSWA5M1IivaJKoNeRaOaJeM5QRAlkjaBanFCkW6iVa/ZseOb7Q7qFdFEsfGE9d22ZYX+fDxZVuyf9qRDU/cz7QITWAaJoUATNd3KnrzVBN04fvoxK3Dlc4/DBScnc0mqQoGXOSfIPdRmqJN4Df57GzL4jhr1mtSPT8cdD+zAqmVzMp/HiPJ55i6ip5AQRcwa2p3k6mDUgw7uF1v6aiUzayj3KgRBzALSFn148zydANGo22hW1JyPaaJY320pQrOz9TxVUzDzx9c951g8/UmHpV7zqacdil17p/DcC9bnrHV5MMGuLHM+3btk2xYuOv3Q2Da9kJR/TlB2sl1xsF590Fw89Nje1DrwP00WI+o1K7Mgs/fANCan27j74d3ZTuQQU9EMOiREVYS/f9t5eGL3ZL+rUWnawYDMD2ZV0ESV4WeluFBvrkMQxIyFNz/udLzYb34SretuqmzOx8YTm9NEyc2yzbQeJj1zo27jJU87yrySPSTURDXL0UR1N3SphY1iSkzCC9dF8HdvPTcREjzdJ0qfKiBPUuuJyezmfyJ2DzSBRVKNHonAISvm4cQjl/W7GpVGFp0vVN33pUZm9CzEeU+uQhDETIbvX5kfKmO6Za6Jkpnz5ZnY9QM2oQ37bgtSc760rv0jr3lS9KPiC1zMB6c8ISp7+7BnVGTT8s87jbzXVIVwr9fsxLeRsGDhfpq4COTR+k5Mdy9EscBfaf5agwRpoohZg8ycrwLWfARBEJWBj5Tmm+BFk7t3f/oX4d+6aVyjXhPM+dqYMzpUVDVLJWHOB5U5n7oVxkbrkUarAjLU655zLB7fcUC6r8ECS5Rmzlf8uXk0IbYFdKCPvteTxyleJOP9yIR+HZNBQt53v/zkzOcyhoNEv1XJBUhCFDFrYAMaWxUDeE1UNT7YMpi9d04QRNHwkx9xIrRt50T0QzOTrNcsHJiMNBdV8okSzfks25JGI0xLFxTXrgy+FJXms8XyM42PGCS7zUGeYBDRoYI5HzOxzFEPf47h6aPzhQqrbM81y/HikTIfo6eedgi+/+sHpOfn+dYmp/zvdd54/sWOes2GZQHNVjVmJiREEamcf9Jq/NgwU/Wg88KnOLAs4EIuQk9RQ9PKJeN4dPv+gkrrDxW3GCEIYgCY5Ex6+EASD2zZEztOG51PCCzRandyrY73A5bjJq6JkpjzpaiY+Papet+8cskcXPnc43DqxnKSZIe+zVlEH0WeqG7a2tT0Pq+fc5b7E68h5l26+qrLACCTEPXQY3sxZ7SBRt3G6EgjoV1l5nwjXeTxsywLw40amqSJImYCb37hiXjzC0/sdzUKYXy0gVdeujG2rahwpn/1p2dh6xPVFKJEh1SCIIi8MJMeIO4D8xf/9rvw76PXLtaGQa7ZVmziVyVNVEfwt7GEwBKvf97xOMFZij/ctV1ZBj8HroI5nw4xOl6x5PGJ6m6/tBaGwlF4WM7naqKREquiup9//eBTpaamdcm2K/7qx+HfzzxnXWI+xb79bpOhD1VIiKpGj0QQJWGFK1jdMX/OMJxDFnVdn37AVjwr4sdJEMQAMzEVCU58nhnejPq556/XTjhrth0LTFElISrSckTR+XgadRvLFo6laj2qZs7XT7oRMtWnZh8QQ/NNXcj1YHeePEymJDRRCilq0bwRzJ8znNhua7S+//eHRxPbJoL7GRnqLgDM8FCtMj5RFemRCKIcwsFtFmtjmCNnmR06QRCzA96Eb4rTRM0Zjfxh2m19gIFazQoTpAO+EFWVZLuhJir4rTIZSxei5H8TSXJF51PY83WTUsQwOB927fe/i/sFE9ciSfhEZVwllWmieGSRMovSRA03apXxiapGj0QQZVGQJqrKhEJUs/vwpARBzG7e9bKTMRQIO/zCDAsuAJiFL67ZVuy4KmmiwlV/hbBkSf4SsS0rXNvrWa7AipJrLbSEJPOmIc7zRinMcn+i9jOrYCMLhMLDEijzMCFqeIjM+QhiVlC1xG5lMNwgTRRBEMVw+OoF+NgVZwCIa6J4c75hA3Ofmm3HNFbNCibbZb4rCSEoNPMzK49kqHTyaaI0+3OFOGeBRDQhzrt8oEanc8d84JWn4pAV8zJdw5YEQuEZkmiiJqbbGGrUjPJQpUGaKIKoGrNYimKRdEiIIgiiCNhKNN+nMNO8s48/GCc6+sTxtVqkifI8z4/OVxVNlKBpU056U2bDfCAKkqHSKTJPVDd+0sbR+XKUzWMyXeHv6+QN2aMi6gShhkITNTrcfULsRt2uTLLdavRIBFES4crRTAh/lBOmiZokIYogiAIYkZgIN1sdrD14Pt7+0pOMVuJ5cz7mZF4Vcz4G87sR79ckOJtl8VH+Zu/4ZEIuTVQJ4flM80724nF2+87UOXO+49cvTWiPZZqoyekWRro05QP89AYkRBFEFeBC0M5W2ISHz+9CEASRlyGJiXCrnc0cr1aLJlLNll9Oo9b9KncvYPUOzfmC7cxXjA03abmyfJ8ovxydf8psJ0/rsCl61oS3abC1WF0Qh26nGybnd3tXfF6z4aFa4p5kCxp7DzQLSajcqNloVWRNl/JEEbMa02g6/eaNzz8BBy0aK6Xs045ZgS//0MUlZ64tpXyCIGYXzBSIX03Oao7n54nqBOf65dTrg95T+3hCnigmLM0Za2DHnqlw4s7Mv1Thp9lmXWLi2U7k25wnuVOB9bDNfKyLFNyU1+jyneFNE4cbtUTb8j6OjIcf34v1qxd2dV2gWuZ8JEQRsxrW0Qz6GHXhKWtKK3vh3BH86wcvKq18giBmF7VA49QSQpTLInopy7Ct8HwWYKJqgSVEu73xUV+IYr/ZYr9s0m1bUbJhU1+b2YqV0o5KFMdGJnk56mGlC8XRcTkKR7Y6sWvUc2oxY0LUUC2RR1Kmidq2cwJnHndwruvx1Ot2ZfJEkRBFzGr4jPIEQRBE97AcM0yTtG3nBG6/f0cmYaBWs9FsdXDJW7+NZ5xxWLitCrz4oiOxZft+HLlmIX6y+eFQUzIWmDqJGiqZ+ZdlWeFkvNtoZzOdPJqdyF9NLCvY30V0Pp05XxGP85QNy7F914S2LjKNkQk1K66J0gVL8TwP7Y5XiN9io0aaKIKoBKEmqs/1IAiCmCkwHx42Ebrprm0AsiX85AWHa355H4D8q+q95og1C/GP77kQ1/7uQQDRhJPdk2jOJ8O2OXM+EqJSybMGKoahjwrLX4/QPLNknygAeP8rT00/ILjGcE4him8HmSAmCjnsdxH+e426jZyptHpONZZ1CKIkQmsL0kQRBEEUAssxw0xytu9Wr5irkGlf6hXRRDHEZLnhOBOa86Wbf7Ht5BOVTlfjd4FN+7wL1gMAli4c1Vwy30UbGQSUZiCFLFmQXhcTZHnd2oK5XSswua1r8kuZ0KjXEuUPKqSJImY1rPMt4LsnCIIg4AtAlgW0A3O+HXsmAQAfD5LwmvD4zqTgVRVzPoYYYEKQoVIDIvA+URSdrw/ksOc7b9NqnLdptfa4vDLfB151Gq793UNGQaamg0TXR69dnOtafB1lixfs22YU+a7WuRxxgw4JUcSshnyiCIIgisePrudPhHbumcSa5XOxcd0S4/NlKRfqFTNrE8Noh3kJE5qo5LkWF+KcNFHphAlyMwg+oYArlsX2d18tJXkf58olc/DSpx1ldOyJzjK85UUn4qzj8wV6YO/sUYcuktb37od2xX4zrXOtKE1Ux39Ggz43q9ayDkEUjE0+UQRBEIVTq0URtvbsn8b88eFM5x+YlAhRVUu2K2iiIgSfKMnk37LIJ8qUXIElQlNLoaweTNp7lWz3vE2r85vAcoK+TIh/fOcEHt95IPzNImgWoYli5oNV0EaRJoqY3ZAmiiAIonBqthWa/Ey3Opg/nm26sX+imdhWhL9FL+kIQlBCE2Wla6LaFJ2vB8jbNk90vpmKSoi/66FdWLbQNy0MA0sU8I2ef9Jq7Nu5tRI+kINfQ4IoEXFQIwiCILqnZlvoBJqoVquTOdTyRacfmiyzar5BoSYq7gzF7qIWJmeV+URF20kT1TuopX34dlAtMv/Fv/4OX/zOrQC4wBIFfKOL5o3gmEP1fl+DAAlRBAHSRBEEQRRJrWajFaxON1vtzIlyzz9pNa6+6rLYtqqZ8zENkxhIIgpoxISo5LmWZcHrxM8j0smUa1dhzheVNbtVUYvn+1H9Nq5dnJrX6hvX3Q2ACywxywT+avVIBFESs+y7JwiCKJWabYV+EtOtTiECUNXM+bhkRP4/YU4N/5+06HyWxYU4pwEqlbBdM8g9YbLdRGFF1CidKjzNFUvG8Y/vvhAvfOqRifePJb/maYU+URX7Rrtkdt0tQSggTRRBEERx+D5RTBOV3ZyP8ZpnHROVWTFzPjanFzVQDF10vo5oDkjIydE8q5fNBQDMnxsPeDIvCIAyNtzoulpVZ8WS8SBdQbyBR2R5o2apJooCSxCzmo4yehJBEASRl1rNDhNmNlsdNHJqoviV7So4mvOI44uoMbFTfKIs3ieKxqfCeenTj8KJRy7DkYcsim1/7vnrMX/OEM4/SZ/vKTcVm3CI759MM/pfP3ABVO8b7ZbZdbcEIRJaW1SrUyMIghhkJqda+OnvH8bWJ/aj2czuE8XgV7arNkELQ5SHqTSY5ikuHKmT7fp/kyaqeOo1G8etX5rY3qjbePqTDivVhLJqT1NsC1nb/OrmLcp9M5lq9UgEUTA651KCIAgiOzv3TgEAvvqjO9Fs59dE8dG+KmfOp/CJEvM/qQJLkE9UNmZ7MIiyEAObiGHM+cTYRUTnqxIkRBGzGrI5JwiCKI96zYbnAY1GvumGbVfXnM8TLB0sQfMkE6J407/InI/GpzRCK0mSoUpBDAojxnfZuWcq/JsCSxDELEKdUZ4gCILoFiYoNGr5AkvwK9uVFaKEpO5iwIkON/vfcNhi/1hwIdJpfCL6iPjdLV0wGvu9Y89k+PdsCyxRrR6JIAomGuRm14dPEATRC0IhKm9giZhPVLX6aVGTJGqiQqGKE6I+8MpT8Yk3nYNazQ5z75AmKh0av8uFF6IuPXstztsUD7qxa2+kiVq2sBpJcouChChiVsNsqGmQIgiCKI6PXXEGgCgJ51BOcz7e/6JqpkLJ6HyB0MQCRoTHReeMjTRw+OoF/nHkE0UMAPwCyBnHrkwIrUwT9d7LT8ESQUs106lWj0QQBRMOZjRGEQRBFMbGtb5Z2r2P7AbQhSaqwuZ8LPrbSUcdBIBLrgvBF1fhzEPm5tmoiktU1Z4nrwEeqifNcvfsnwYAnLJhec/qNChQnihiVhMNZn2uCEEQxAyCCQi3378DQH6fKD5Jb9X8LY5YsxBXX3VZ+FvUPDElmyzZLgCsWjYXO/ZM5U5UTBBFwC9eyBZDJqdbGB6qzUqNKQlRxKzmiDULsfqgOXjZ0zf0uyoEQRAzlrzR+YZnkAAhap5kPlE87375ybjzoV2YOzbUk/pVHgrPVwp8dD7ZdzzVbGNkaOZ8p1kgIYqY1YyNNPDpd1zQ72oQBEHMaPKa880sIcr/N4y6F2xXzf3njA3hRGdZ6fWqOmRJUi68BljUKI8M1TA13Z5R32kWqmVgTBAEQRBEJTjq0EXh37mFqBm0wh1N9lmwDf/eDlkxtz8VIggD+EASYoCYZquDqWZ7Rn2nWSBNFEEQBEEQhfOscw/H7V/8LYBifKKqDpuMdoKARuOjDXzsijOwduX8PtZq5kDGfOXARy8Wg7u0Ox4mp1qzVhNFQhRBEARBEIWzaN5w+Df5RCU1UQBwzLolfanLTIKF1T7ruIP7XBMzqmZ9yJtLyjTK+yaaGB6aneLE7LxrgiAIgiBKZfni8fDvvOZ8M0oTFUyfVdH4iHwsnDuCr33sGbPWpKxsmAbVtuTf474DTRy0aHYl2WWQTxRBEARBEIUzbzyKKjdntJGrDD5HTdXRpIUiumBkuJ5IAksUw5L5IwCAyy/ZGG774geegpc87UgAwCPb9mFkeHYKsKSJIgiCIAiicCzLwlc++nQ89NheLJ4/mruM5Ytnxio3y6OjCmlOzBIqJuvNGRvCt//60phZ3+L5o1g4dyT8PT6Sb5Gk6pAQRRAEQRBEKYyNNOAcskh/YAqfeecFM0p7Q0IUUTVkiXR5E90xEqIIgiAIgiAGCzEiWFVhUc5IhCJmArwQNVvN+WZGz0QQBEEQBDHIMJ8oiiwxq6mYNZ+SlUvmhH8fmGz1sSb9g4QogiAIgiCIknnWOYdj1bI5OKMiobiJclg8d2YYgR26Yh5O27gcAHD2CbPznZ4ZT5IgCIIgCGKAWbFkHJ955wX9rgbRZy45dSFufmCi39XoGtu28N7LT+13NfoKaaIIgiAIgiAIogcM5cyZRgwe9CQJgiAIgiAIgiAyQEIUQRAEQRAEQRBEBkiIIgiCIAiCIAiCyAAFliAIgiAIgiCIHvHP730yarWZEux89kJCFEEQBEEQBEH0iGWLxvpdBaIAyJyPIAiCIAiCIAgiAyREEQRBEARBEARBZICEKIIgCIIgCIIgiAyQEEUQBEEQBEEQBJEBEqIIgiAIgiAIgiAyQEIUQRAEQRAEQRBEBkiIIgiCIAiCIAiCyAAJUQRBEARBEARBEBkgIYogCIIgCIIgCCIDJEQRBEEQBEEQBEFkgIQogiAIgiAIgiCIDJAQRRAEQRAEQRAEkYF6vyuQFcdx5gD4GIDnAVgA4FYAf+a67v/0s14EQRAEQRAEQcwOqqiJ+haAFwN4H4BnALgNwLccx3l6X2tFEARBEARBEMSsoFKaqEBQuhDAs13X/Vaw7ToAawFcBeC7faweQRAEQRAEQRCzgKppop4FYDeAb7MNrut6AP4VwJGO42zoV8UIgiAIgiAIgpgdVE2I2gjgNtd1O8L2P3D7CYIgCIIgCIIgSsPyPK/fdTDGcZw7Adzpuu7Fwvb1AO4EcIXrup/RlbN58+ZDAdxXSiUJgiAIgiAIgphJHLZp06b7+Q2V8okKSJP6MkmEGzduxPDwcO6KbN68GZs2bcp9/myA2kgPtVE61D56qI30UBvpoTbSQ22kh9ooHWofPYPURlNTU7jllluk+6pmzvcEgMWS7YuCf3f0sC4EQRAEQRAEQcxCqiZE3QrgKMdxxHofE/wrFxUJgiAIgiAIgiAKompC1LfgJ9i9RNj+MgCu67q39bxGBEEQBEEQBEHMKqrmE/VdANcB+GfHcRbDDw7xcgBnArisnxUjCIIgCIIgCGJ2UClNVJAT6pkAvgzgYwD+F8Cx8JPvXt3HqhEEQRAEQRAEMUuomiYKruvuAfD64D+CIAiCIAiCIIieUilNFEEQBEEQBEEQRL+pnCaqIGoAMD093XVBU1NTXZcx06E20kNtlA61jx5qIz3URnqojfRQG+mhNkqH2kfPoLQRJyvUxH2W52XKTzsj2Lx585kAft7vehAEQRAEQRAEMfCctWnTpl/wG2arJup3AM4CsAVAu891IQiCIAiCIAhi8KgBWAFfdogxKzVRBEEQBEEQBEEQeaHAEgRBEARBEARBEBkgIYogCIIgCIIgCCIDJEQRBEEQBEEQBEFkgIQogiAIgiAIgiCIDJAQRRAEQRAEQRAEkQESogiCIAiCIAiCIDJAQhRBEARBEARBEEQGSIgScBxntiYgJgrGcRz6vlJwHGfccZyxftdj0HEcx+p3HQYZap90aEwjioLGtHRoTDNjJvXZ9EFwOI7zXgAfdxznoOD3jHnQReE4zgsdx3me4zhnUmchx3GcTY7jrAAwr991GVQcx/kggJ8DeD69R3Icx3mG4zhHA1jKbaM+KYDaRw+NaXpoTNNDY5oeGtP0zMQ+2/I8r991GAgcx3ktgE8DeBjAn7qu++0+V2mgcBzn+QD+EoAHvyNdCOAqAO9zXXeqn3UbFBzHeTGA9wFoATgMwF0AXgfgN67r0ocGwHGccwB8AcAkgK8D2AzgGtd1W32t2ADhOM7zAPwdgCaA+QD2AHgXgK+5rjvtOI41m98nah8zaExLh8Y0PTSm6aExTc9M7rNnvSaKU0+3AfwOwBiAVzmOc0iwv9JScjewe3cc52XwB5d/A/AMACfC7yxeBeDUvlVwQHAcZ5njOP8M4K/gt8u7Abwf/sD8CQBH9LF6A4PjOEMA3gzghwCeDuCjrut+mwabCMdxToH/rf0z/G/tYgB3wH+P3hUcNpv7JGofDTSmqaExzQwa08ygMU3PTO+zZ70Q5bpuJ/jzWAD3A3gj/Af9FMdx7KpKx0Xguq7nOE4DwCsA3AjgLwDc7bruAwA+Cn9FYX//ath/HMepAbgCwCYAfwrgz13X/Y7rup8A8Db4A/IhfaziIHEJgLMB/Ifruve7rjvlOM6o4zgHkd9GyEvgr2j+LYBbXdf9OYCXAfgFgA85jnOy67qdWTwRpvbRQGOaGhrT9NCYlgka0/TM6D571gtR3KrdbgAT8FddbgLwWgAb+1WvAWI9gCMBbHFd94DrutPB9qMBXAvgnr7VbABwXbcNoA7gF67rfpNrHwB4EH7ncWRfKjcgcJ3joQCeCDpROI7zIQA3w1/F+x/HcS7tSwUHAK6NlgN43HXdbcHAUndddwuAvwFwJ4B/APzJYJ+q2heofcyhMU0LjWkp0Jimh8Y0PbOlz541QpTjOIc4jrNQsos9uHUAaoEt9HsAnADgOb2q3yAgayPXdW8D8DiAsxzHudxxnHmBLfmn4A/Iv3Ac5y8cxzmmD1XuOWx1SVg1+aDruq9n27l9kwBGANzS21r2F7GNuM5xDoC24zinOo7z7wAuB/CfAL4P4HgAX3Yc55nBubUeV7unOI6zgH+HuDZqAJjrOM664DfTKvwfgH8EcFLw/c3oSFliX0Ttk4TGND00pumhMU0PjWl6ZuuYVrkKZ8VxnCMdx7kWwHcB/M5xnE87juNwh7AOogXgkeDv7wH4KoBXOI7zBsdx/tdxnMN7X/veYNBGbwKwBcBH4NvY/weAfwLwdgD/C+BP4Nu7zlgcxznCcZx/BHAREF81CVbuwJwjuX2nwH+v7q+qqjoLqjbiOsZb4ZuBPAP+hO6PAXzYdd23A3gmABfAJ4Nz2z2ses8IvrUvA/hvAL9yHOd9juOs4g75NvyJ3LGAb5oVmGB14PdLNwK4ku3rZd17gUFfdDVmcfsANKaZQGOaHhrT9NCYpme2j2kzWohyHOdM+B3iLvid5ffgO/99z3GcUwH/oQUfxnIAc7kO49PBtv8H305630zsNDRtdBoAuK77Y/i2v08BcADAy+FHMPqPoLP4OwAnOo7zot7fQbk4jmM7jvMnAH4N3+n4jxw/1GsCroNlK05PAnAvgIeqqqo2QddGXMd4DXxTmffBN6W5ju1zXfe3AL4GYJUzA00gHMepOX4I3N/B73f/D8BeAB8A8Dnu0KsB3AfgZY7jLAu2eUC4gv57AMtn4gTYpC8C8A0AD2AWtg9AY5oJNKalQ2OaHhrT9NCY5jMjhShuYHgm/Id6heu6/xWop58PPxLIXzmOc1xwfAPAMPyXAY7jfBh+x7sDfoSjT7uuu3UmdRoZ2uh4AHBddx989fRyANe6rtt0IsfJb8F/l2ZiboTnwR+Ifwy/Y3gBgPM0amfWwZ4L4Aeu6zbZDsdxFjkzz+E0tY0EU5BPBH8f4jjOomD/ULDtR/Dfo709qndPCPqX1wB4LvwV8Mtd132P67pPhm/OcJ7jOOcGh++Ev3J5CYCnO44zFDjDsza6Fv7K5/be3UG5ZOiLjnVddzd8B+VZ0z4AjWkm0JhmDI1pemhMS4HGtIgZKUQFD2gMwDkAfu+67mPcvt/AVx2eBeAljuPMCTqEYQCvdBznTvh5EN4XnP8ogNdWVUpWYdhGZwJ4sRMljjsBfme6KDiuFXwIT4X/odzYuzvoGTvg23+/A8Ab4DuNXglA+T4EbXsEgLXwV0RZyNgPw19J31R2pXtMahuxiVrw77fhr0ytgz8wwfXzRNQBnA+/I93a4/qXzRwAp8GPRvR113X3c4Pw1fB9DIaAcIXzPwH8FP6K3pOD7dPBwHU2Asf3maJFyNAXvdRxnBEAn4ef1HJWtA9AY5oJNKYZQ2OaHhrT0qExLWBGClGBHe8BAPsArAq21bl918BfaXoZgE3BvjvhfyA/gj8Y/a3runfAj2+/BpGz7owgYxudHpz2HQDLALzecZzjHMc5DP5KxKvgq61nnLOp67o/dF33fNd17w0mJh+F3x6XBRM6FRcAmAawxXGcF8DvbN4E4N+CAX3GYNJGbAXPdd3tAF4P37H7zxzH+ZNgxeqP4IfV/Rr8hI4zBtd1dwL4G9d1XxdoUnim4E/i2sLxrwAwDuAfHMf5Y8dxToa/wn4RgP90XXfXTNEiZOiLXg7gtODYyzFL2gegMc0EGtPMoDFND41p6dCYFjEjhahg1aQG4FcAnuQ4jhOsMNUQJfV6B4AlAC50/cRofwPfbvptrg97AT7ruu4a13VnVNjTjG10dtBh/By+WvZ18FcVvgngMwC+7Lrua13Xnez1ffQKJ7IJ/w58B8orEDhKCsexb+pk+Fm5/wb+KszVruvOd133C+XXtj+ktVGwGgXHcWqu6z4E37zme/D9NP4NwN8D+C/Xda90Z2CiQtd1bwRi7wf7xo6FH4Y67F+CNnoAfhv9Gr6D+9fgO77/l+u6H+1RtXtChr5oMXwzkRHXde/HLGkfgMY0E2hMywaNaXpoTFNDY5qP5XmVE/yMcfzQkp+F/7G/mttuBR3uNwEc5rruCWxbv+raLwzb6FDXdU/k9j0L/oRmGL4q9zHMIhzHOQn+gPsv8EPB7pAccy/8HBJfB/AW13Uf7mkl+4yqjcTvzPHDnq4EcIfrutv6Utk+4jjOFwBsAHCGaqB1HOdIAAcD+ENV28hxnGHXT0Sp7GcN+6JDXNfdJJxX+fYBCm2jGTumFdhGM3ZMM2kjyTmzakwrso1m6piWp42C82bFmMaonCbKcZwzHMf5uOM4C1KOYRLxdwH8EsAzHMc5L9jX4F6IPwBY4TjOipk02JTQRiudeGSab7mu+0+u6/5DVQcbkzZS4bru9fBXK18Of3WORarhnZDfCuBs13X/qKqDTRltBGA0+LsRHHeP67o/r2pH2k0bOY4zCuBEANfzgw1b/eTa6A7Xda+tYhs5jnOO4zjfB3ApIE+omLEvOtgRIolVuX2AUtpoJo5pRbfRTBzTtG2kYhaNaYW3EWbemJa7jWbDmCZSKSHKcZyV8NXv74Qf6UNKsNpku36m7c/Ct5H+f8G+JnfoegDb4Gd2nxFQG+kxbSMNn4TveHxFsEL1evgOtgDCQfkXXVa1b5TdRsI7VkkKaKMj4K/YXRuUN+44zvMAfAWodhs5jrPccZz/gR/d6hEAP1MdO1v7ImojPdRGerK0kYZPYoaOab1ooyr310BhbTRjxzQVlRKi4DvDPghgM3wHvpWqA90oVv8P4duoHuk4zlccxznG8TOUnwH/YX/Z9Z1RZwrURnqM20hFsBL3t/CT7H0L/mC9w4lnd68y1EZ6crURd+9nwXfCvdFxnBMB/BeALwFoV7mNHMd5L4CH4K/Qngfgta7rPpZ2P7OtL6I20kNtpCdPG6mYqf01tZGebttopo9paVRCiOIavgNgLvzoQgvhrwKkncfu7/MAXg3gQvhOp9fAdwB8GPGkYJWF2khP3jaSlDPs+EkbT4X/Dd0AwHFd98VuPLt75aA20tNtG3H3fhz8cNOvh29+NB/AUa7rPr+qbeQ4zp8C+HP4E4yLAPwi0AzEzEJkg+ls6YuojfRQG+nppo0kZc3I/praSE8RbTSTxzQdlQos4fhhNa8E8EIAH4Qfk/9M13VvMjz/BABHAzgMwP+5rnttWXXtF9RGegpooycB+AH8kKZXuK77vbLq2i+ojfR000aO4yyEbwq4AcDdAN7uuu63S6xuqTiR0/4Y/AlrE8DzXde9J+hTngs/YtMDAL7j+iFvdWXOqL6I2kgPtZGektpoRvXX1EZ6im6jmTammTJQQpTjh0FsS7azh/10+Cr6w+E7r30D/sN/AVPjz3SojfSU3UbBSudLXdf914Kr3jOojfSU2UaO48yFb1//a9d1P1945XuA2D7st+M4Lwfwd/DDII8AeCn8QXUZfI3dj+FnuH+oD9XuKdRGeqiN9JTdRjOxv6Y2SlJmG82EMS0PAyNEOY5zJfxkbi34D++zrus+KBzzFgDPdl33zEDqvQLAnwF4NvxEaNe7rvv13ta8d1Ab6Sm7jdgEusx7KBtqIz1lthEnhNlVXdjQtY/jOD8GcA6AnwD4awC3w3f0fymAj8MPE/xu13X39LbmvYPaSA+1kZ6y22g29NfURuW20UwY0/LSd58oxw8RfAuAt8CPmLMYwLsAfNFxnPXBMY3g8H0AFjiOMxqoFv8TwP0Avgzf9nmox9XvCdRGenrVRlXuSKmN9PSijVj7VHGwMWmfgPfADzX9dtd1v+e67gOu6z4BP2raZ+GbQI5hBkJtpIfaSE+v2mim99cB1EYltlGVx7Ru6asQ5fiRcv4CwG8BPBXAG1zXvQDAGwGcAeBpQCws4lEA7nJdd8LxHfy+CmA1/MnKp1zX/VKPb6F0qI30UBvpoTbSQ22Ujmn7AIDrur8G8DrXdW/gzrdc150EcDOABfD9VGYU1EZ6qI30UBvpoTbSQ21UPv3WRF0M3/7y71zXvdt13alg+2cA7AewFIit/D4BYJXjOP8O4P/gRwF5LoD/BvBqx3EO7V3Vewa1kR5qIz3URnqojdIxbZ8aEIYD5n+z1dxjAeyB314zDWojPdRGeqiN9FAb6aE2Kpm+CFFOFIL0nwC80HXdG7l9FoBFACwAdSC28jsPwCb4yfKeD+DFruv+D3xbzeXw/RBmBNRGeqiN9FAb6aE2SidH+8SCcbDfjuPUHcc5D37I6X9xXff28mvfG6iN9FAb6aE20kNtpIfaqHfU+3FRN0qIdw8Qd9pzfee0OfDjy28O9tdd123Bd3b7PYCfM4k54GcA1riu+0gPb6NUqI30UBvpoTbSQ22UTtb2EXEc53AADoBTAPwpgOvhJ6ycMVAb6aE20kNtpIfaSA+1Ue8oTYhyMkQzkRx3OoC98JOZIZiwwHXdbY7jfFk83nXdvcHxlYLaSA+1kR5qIz3URukU2T5CuSvhRy18NvxM9m9zXfdfuqxuX6A20kNtpIfaSA+1kR5qo8GgNHM+/qE5BtmgBc4DcA+ArWnlVh1qIz3URnqojfRQG6VTdPuwMlzXfRTAFwBc6bquU+XBmNpID7WRHmojPdRGeqiNBoPC80Q5jvMCAKcC2ALgBtd1f6Q4zgbgCS9CHb6d5q0AfuK67p8ED/ZQAC8DcI3rutcXWuE+QG2kh9pID7WRHmqjdEpun++6rvu7km+hdKiN9FAb6aE20kNtpIfaaLAoTIhyHGcdgH8DcCT8cIonAxgH8OcA/sl13cfZQwVgu5Hj2krXdR9lqknHcY4CcBOAF8GPWf9aAO+FH9/+Oa7r3lpIhfsAtZEeaiM91EZ6qI3SofbRQ22kh9pID7WRHmojPdRGg0mRPlHvgC/hPhl+puODALwd/gOe6zjO+93AlwBA23Gc5fBfiKMdx9no+skqAd9WczuAdQB+Cj8Xy/tc1/1kgXXtF9RGeqiN9FAb6aE2SofaRw+1kR5qIz3URnqojfRQGw0gXQtRgSpwHYDnAfiCGyXqut9xnPfAT+h1JXz14X8Ex/8VgLcCuBbAi1zX3RlstwCcCT888Mfhhwo+w3Xd6W7r2U+ojfRQG+mhNtJDbZQOtY8eaiM91EZ6qI30UBvpoTYabLoKLOE4jh3YW1oA5gC4JdheC1SHuwF8Odj3SsdxlsFXP84H8EoAl7iu+1PAd5Jz/bCMOwH8L4B1ruu+quoPl9pID7WRHmojPdRG6VD76KE20kNtpIfaSA+1kR5qo8EnkyYqsKW8CL5D269d170/2HUAgAs/4eQXXNdtc7aZGwC04NtxPtl13f90HOdKN0pYycquub4N5zs5lWTloDbSQ22kh9pID7VROtQ+eqiN9FAb6aE20kNtpIfaqHoYaaIcx2k4jvMp+DHlXwbgXwH8zHGcPwsO2Q7gGwCe4jjOaxzHWeS6bsdxnMPgqyGvBDAEwAmOb0MgeLio6sOlNtJDbaSH2kgPtVE61D56qI30UBvpoTbSQ22kh9qoupia870AvnT8XABPgS/5/hjA+xzHeZPrulPwbSu/CuAzAL7vOM7XAdwBYNJ13c8DuA5+NJEwm/IMg9pID7WRHmojPdRG6VD76KE20kNtpIfaSA+1kR5qo4qSas4XqAttAC+Br168znXdAwC2OY7zLviqxA86juO6rvu/AF7gOM7NAI4HsADAy13X/XJQ3CIAMy7+PLWRHmojPdRGeqiN0qH20UNtpIfaSA+1kR5qIz3URtXHKE+U4zg3ANjsuu6rHccZcgNHNMdxVgL4DfyY83/quu59wfY6Uxk6jlODH5LxiwCucF33m6XcSZ+hNtJDbaSH2kgPtVE61D56qI30UBvpoTbSQ22kh9qoumjN+RzHGYEfk/7Jjh8pZDqQnuG67qMAPgLgqfAlYwTbW47jWI7jHATgXAAfhp8c7AeF38EAQG2kh9pID7WRHmqjdKh99FAb6aE20kNtpIfaSA+1UbXRClGu604CuA1+CMWXSQ75JoB7ADwHCEMv1gC8DsDfA/g2gAfgqx33FVTvgYLaSA+1kR5qIz3URulQ++ihNtJDbaSH2kgPtZEeaqNqYxpY4isA9sO3x1zq+lFBasG+ffAd4C50HGfMdd2260cBuRl+SMbzXNf9IzfKljxToTbSQ22kh9pID7VROtQ+eqiN9FAb6aE20kNtpIfaqKIYCVGu694N4N8BnALgNcFmL9g3AWASwG4AI5wa8ueu677Pdd1Z4ehGbaSH2kgPtZEeaqN0qH30UBvpoTbSQ22kh9pID7VRdTHVRAHAxwHcCOCNjuM81Q1CKDqOMwfAEfBDLe52Z3doRWojPdRGeqiN9FAbpUPto4faSA+1kR5qIz3URnqojSqIUXQ+huM4Z8F3cjsWfqz6GwCcCT8845+4FBWE2sgAaiM91EZ6qI3SofbRQ22kh9pID7WRHmojPdRG1SOTEAUAjuMcDF9iPgtAE76a8S2u6/6o+OpVE2ojPdRGeqiN9FAbpUPto4faSA+1kR5qIz3URnqojapFZiEKABzHsQAMAzjMdd3bC6/VDIDaSA+1kR5qIz3URulQ++ihNtJDbaSH2kgPtZEeaqPqUM95nuX6YRnp4aqhNtJDbaSH2kgPtVE61D56qI30UBvpoTbSQ22kh9qoIuTSRBEEQRAEQRAEQcxWskTnIwiCIAiCIAiCmPWQEEUQBEEQBEEQBJEBEqIIgiAIgiAIgiAyQEIUQRAEQRAEQRBEBkiIIgiCIAiCIAiCyAAJUQRBEARBEARBEBkgIYogCIKYcTiOc67jOJ7jOH/c77oQBEEQM4+8yXYJgiAIou84jnM8gGcC+KLruvf3tTIEQRDErIGEKIIgCKLKHA/ggwB+AuB+bvvPAIwCaPa8RgRBEMSMh4QogiAIYsbhum4HwGS/60EQBEHMTCzP8/pdB4IgCILIjOM4H4KvhRL5VwBfBHAdgMtd1/1icPy5bBuAMQBvBHAIgLsAvMt13WscxzkGwF8DeBJ8LdZ/Anir67oxjZbjOOsBfADAhQAWA3gUwNcAfMh13f0F3iZBEAQxgJAmiiAIgqgq3wSwAsCfAPgYgNuD7fcAGE4570oACwH8E3xt1RsA/LfjOM8D8HkA/wXgvwE8BcCfAngcwEfYyY7jbALwYwC7AHwOwCMAjgvKOcNxnHNEoYsgCIKYWZAQRRAEQVQS13X/4DjOr+ALUT90XfcnbF+gdVKxEsAG13V3B8f+GMBN8IWy57qu+83guM86jrMZvtD1Ee78fwGwBcDJruvu5a55bVDGi+FrwgiCIIgZCoU4JwiCIGYbX2QCFOALYwD2AHiUE6AYvwCw3HGcOQAQmPsdC+BLAIYdx1nC/guO3Q9fg0UQBEHMYEiIIgiCIGYb90q27QRwn2I74Ps9AcBRwb8fBrBN+O9xAOMADiqspgRBEMRAQuZ8BEEQxGyjnXE7AFjCv1cB+J7i2J2K7QRBEMQMgYQogiAIosr0OsTsXcG/bdd1f9TjaxMEQRADApnzEQRBEFVmX/Dvoh5d7/cAbgHwWsdx1oo7HcepO47Tq7oQBEEQfYI0UQRBEESV+R2ADoD3Oo6zEH5gB5lvUyG4rus5jvNS+CHO/+A4zr8AuBV+3qnDATwbwLtB0fkIgiBmNKSJIgiCICqL67oPAngFgFEAn4Gf4+l1JV/zRgAnAPgPAJcC+BSA9wE4Db7wdG2Z1ycIgiD6j+V5vTYnJwiCIAiCIAiCqC6kiSIIgiAIgiAIgsgACVEEQRAEQRAEQRAZICGKIAiCIAiCIAgiAyREEQRBEARBEARBZICEKIIgCIIgCIIgiAyQEEUQBEEQBEEQBJEBEqIIgiAIgiAIgiAyQEIUQRAEQRAEQRBEBkiIIgiCIAiCIAiCyAAJUQRBEARBEARBEBn4/3d/n9VFjjmLAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1008x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "wind.plot(figsize = (14,12))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a6033c9e",
   "metadata": {},
   "source": [
    "Notes: Rain event 24th night/evening/ \n",
    "Simulations show moisture advection and calm winds??\n",
    "Interpolated u,v to the w grid. But u and v are offset in the horizontal to w by 3 m :( \n",
    "Simulated tower data at 100m, actual tower at 122m :( "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "78764b9b",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Trying to extract and plot the 1 minute data from the tall tower for these three fields. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "5f6c91dd",
   "metadata": {},
   "outputs": [],
   "source": [
    "#define the variable names needed\n",
    "varNames=['hh','mm','ss','ws30','wsSTD30','wd30','wdSTD30','T30','RH30','q30','ws122','wsSTD122','wd122','wdSTD122','T122','RH122','q122','ws396','wsSTD396','wd396','wdSTD396','T396','RH396','q396','SFCPres','precip','PAR']\n",
    "# function to read in the variables from a local .txt file, with name filename\n",
    "# and return a pandas dataframe with the variables in it\n",
    "# written by Jonathan thom\n",
    "def readWLEFSlow(filename):\n",
    "    lines=open(filename,'rt').readlines()\n",
    "\n",
    "    stamp=[]\n",
    "    L=[]\n",
    "    # create an array to write the data with the correct number of columns\n",
    "    data_only_var_name=varNames[3:]\n",
    "    for i in range(len(varNames[3:])):\n",
    "            L.append([])\n",
    "    print(len(L))\n",
    "    for j,line in enumerate(lines):\n",
    "     #   print('line number= ',j)\n",
    "        line=line.replace('\\n','')\n",
    "        valStr=line.split()\n",
    "#  make a timestamp from filename and time in the file\n",
    "        # get filename\n",
    "        YYYYMMDD=os.path.split(filename)[1][0:8]\n",
    "        YYYYMMDD=datetime.strptime(YYYYMMDD,'%Y%m%d')\n",
    "        if valStr[0]=='24':\n",
    "            valStr[0]='00'\n",
    "            YYYYMMDD=YYYYMMDD + timedelta(days=1)\n",
    "        YYYYMMDD=YYYYMMDD.replace(hour=int(valStr[0]))\n",
    "        YYYYMMDD=YYYYMMDD.replace(minute=int(valStr[1]))\n",
    "        YYYYMMDD=YYYYMMDD.replace(second=int(valStr[2]))\n",
    "        stamp.append(YYYYMMDD)\n",
    "    \n",
    "        data_only=valStr[3:]\n",
    "        if len(data_only)<len(data_only_var_name):\n",
    "            print('short :',len(data_only),j,line)\n",
    "            for i in range(len(data_only),len(varNames[3:])):\n",
    "                data_only.append('nan')\n",
    "        for i,v in enumerate(data_only):\n",
    "            try:\n",
    "                dataval=float(v)\n",
    "            except ValueError:\n",
    "                dataval=float('nan')\n",
    "            print(i,v)\n",
    "            L[i].append(dataval)\n",
    "    Lnp=np.array(L)\n",
    "    Lnp=np.transpose(Lnp)\n",
    "    stampIDX=pd.DatetimeIndex(stamp)\n",
    "    records=pd.DataFrame(Lnp,index=stampIDX,columns=data_only_var_name)\n",
    "\n",
    "    return records"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "8d34bd3f",
   "metadata": {},
   "outputs": [],
   "source": [
    "#WLEF_20190924_df = readWLEFSlow('/air/incoming/wlef/slow/2019/20190924_towerslow.txt')\n",
    "#WLEF_20190925_df = readWLEFSlow('/air/incoming/wlef/slow/2019/20190925_towerslow.txt')\n",
    "#WLEF_20190926_df = readWLEFSlow('/air/incoming/wlef/slow/2019/20190926_towerslow.txt')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "85c32faa",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ws30</th>\n",
       "      <th>wsSTD30</th>\n",
       "      <th>wd30</th>\n",
       "      <th>wdSTD30</th>\n",
       "      <th>T30</th>\n",
       "      <th>RH30</th>\n",
       "      <th>q30</th>\n",
       "      <th>ws122</th>\n",
       "      <th>wsSTD122</th>\n",
       "      <th>wd122</th>\n",
       "      <th>...</th>\n",
       "      <th>ws396</th>\n",
       "      <th>wsSTD396</th>\n",
       "      <th>wd396</th>\n",
       "      <th>wdSTD396</th>\n",
       "      <th>T396</th>\n",
       "      <th>RH396</th>\n",
       "      <th>q396</th>\n",
       "      <th>SFCPres</th>\n",
       "      <th>precip</th>\n",
       "      <th>PAR</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2019-09-24 00:00:00</th>\n",
       "      <td>1.74</td>\n",
       "      <td>0.21</td>\n",
       "      <td>250.67</td>\n",
       "      <td>6.97</td>\n",
       "      <td>17.60</td>\n",
       "      <td>60.05</td>\n",
       "      <td>7.94</td>\n",
       "      <td>6.41</td>\n",
       "      <td>0.13</td>\n",
       "      <td>266.82</td>\n",
       "      <td>...</td>\n",
       "      <td>8.66</td>\n",
       "      <td>0.15</td>\n",
       "      <td>270.20</td>\n",
       "      <td>0.56</td>\n",
       "      <td>15.79</td>\n",
       "      <td>57.19</td>\n",
       "      <td>6.73</td>\n",
       "      <td>95.77</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-09-24 00:01:00</th>\n",
       "      <td>1.43</td>\n",
       "      <td>0.23</td>\n",
       "      <td>245.86</td>\n",
       "      <td>8.79</td>\n",
       "      <td>17.57</td>\n",
       "      <td>60.24</td>\n",
       "      <td>7.95</td>\n",
       "      <td>6.34</td>\n",
       "      <td>0.25</td>\n",
       "      <td>264.77</td>\n",
       "      <td>...</td>\n",
       "      <td>8.80</td>\n",
       "      <td>0.15</td>\n",
       "      <td>270.25</td>\n",
       "      <td>1.09</td>\n",
       "      <td>15.79</td>\n",
       "      <td>57.39</td>\n",
       "      <td>6.75</td>\n",
       "      <td>95.77</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-09-24 00:02:00</th>\n",
       "      <td>1.47</td>\n",
       "      <td>0.21</td>\n",
       "      <td>247.24</td>\n",
       "      <td>8.24</td>\n",
       "      <td>17.54</td>\n",
       "      <td>60.37</td>\n",
       "      <td>7.96</td>\n",
       "      <td>6.44</td>\n",
       "      <td>0.29</td>\n",
       "      <td>264.66</td>\n",
       "      <td>...</td>\n",
       "      <td>8.49</td>\n",
       "      <td>0.20</td>\n",
       "      <td>271.00</td>\n",
       "      <td>0.95</td>\n",
       "      <td>15.79</td>\n",
       "      <td>57.59</td>\n",
       "      <td>6.78</td>\n",
       "      <td>95.77</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-09-24 00:03:00</th>\n",
       "      <td>1.53</td>\n",
       "      <td>0.31</td>\n",
       "      <td>252.22</td>\n",
       "      <td>5.67</td>\n",
       "      <td>17.48</td>\n",
       "      <td>60.92</td>\n",
       "      <td>8.00</td>\n",
       "      <td>6.67</td>\n",
       "      <td>0.22</td>\n",
       "      <td>266.08</td>\n",
       "      <td>...</td>\n",
       "      <td>8.04</td>\n",
       "      <td>0.17</td>\n",
       "      <td>269.08</td>\n",
       "      <td>1.45</td>\n",
       "      <td>15.79</td>\n",
       "      <td>57.73</td>\n",
       "      <td>6.79</td>\n",
       "      <td>95.78</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-09-24 00:04:00</th>\n",
       "      <td>1.49</td>\n",
       "      <td>0.26</td>\n",
       "      <td>248.44</td>\n",
       "      <td>6.26</td>\n",
       "      <td>17.41</td>\n",
       "      <td>60.97</td>\n",
       "      <td>7.97</td>\n",
       "      <td>6.76</td>\n",
       "      <td>0.12</td>\n",
       "      <td>266.08</td>\n",
       "      <td>...</td>\n",
       "      <td>8.30</td>\n",
       "      <td>0.22</td>\n",
       "      <td>270.94</td>\n",
       "      <td>1.37</td>\n",
       "      <td>15.79</td>\n",
       "      <td>57.88</td>\n",
       "      <td>6.81</td>\n",
       "      <td>95.78</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-09-24 23:55:00</th>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>21.24</td>\n",
       "      <td>76.71</td>\n",
       "      <td>12.98</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>...</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>19.31</td>\n",
       "      <td>79.57</td>\n",
       "      <td>11.93</td>\n",
       "      <td>94.65</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.99</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-09-24 23:56:00</th>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>21.20</td>\n",
       "      <td>76.63</td>\n",
       "      <td>12.94</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>...</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>19.31</td>\n",
       "      <td>79.66</td>\n",
       "      <td>11.95</td>\n",
       "      <td>94.64</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-09-24 23:57:00</th>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>21.19</td>\n",
       "      <td>76.70</td>\n",
       "      <td>12.94</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>...</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>19.31</td>\n",
       "      <td>79.71</td>\n",
       "      <td>11.95</td>\n",
       "      <td>94.64</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-09-24 23:58:00</th>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>21.19</td>\n",
       "      <td>76.86</td>\n",
       "      <td>12.97</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>...</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>19.31</td>\n",
       "      <td>79.75</td>\n",
       "      <td>11.96</td>\n",
       "      <td>94.63</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-09-24 23:59:00</th>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>...</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.0</td>\n",
       "      <td>-999.00</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1440 rows × 24 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                       ws30  wsSTD30    wd30  wdSTD30     T30    RH30     q30  \\\n",
       "2019-09-24 00:00:00    1.74     0.21  250.67     6.97   17.60   60.05    7.94   \n",
       "2019-09-24 00:01:00    1.43     0.23  245.86     8.79   17.57   60.24    7.95   \n",
       "2019-09-24 00:02:00    1.47     0.21  247.24     8.24   17.54   60.37    7.96   \n",
       "2019-09-24 00:03:00    1.53     0.31  252.22     5.67   17.48   60.92    8.00   \n",
       "2019-09-24 00:04:00    1.49     0.26  248.44     6.26   17.41   60.97    7.97   \n",
       "...                     ...      ...     ...      ...     ...     ...     ...   \n",
       "2019-09-24 23:55:00 -999.00  -999.00 -999.00  -999.00   21.24   76.71   12.98   \n",
       "2019-09-24 23:56:00 -999.00  -999.00 -999.00  -999.00   21.20   76.63   12.94   \n",
       "2019-09-24 23:57:00 -999.00  -999.00 -999.00  -999.00   21.19   76.70   12.94   \n",
       "2019-09-24 23:58:00 -999.00  -999.00 -999.00  -999.00   21.19   76.86   12.97   \n",
       "2019-09-24 23:59:00 -999.00  -999.00 -999.00  -999.00 -999.00 -999.00 -999.00   \n",
       "\n",
       "                      ws122  wsSTD122   wd122  ...   ws396  wsSTD396   wd396  \\\n",
       "2019-09-24 00:00:00    6.41      0.13  266.82  ...    8.66      0.15  270.20   \n",
       "2019-09-24 00:01:00    6.34      0.25  264.77  ...    8.80      0.15  270.25   \n",
       "2019-09-24 00:02:00    6.44      0.29  264.66  ...    8.49      0.20  271.00   \n",
       "2019-09-24 00:03:00    6.67      0.22  266.08  ...    8.04      0.17  269.08   \n",
       "2019-09-24 00:04:00    6.76      0.12  266.08  ...    8.30      0.22  270.94   \n",
       "...                     ...       ...     ...  ...     ...       ...     ...   \n",
       "2019-09-24 23:55:00 -999.00   -999.00 -999.00  ... -999.00   -999.00 -999.00   \n",
       "2019-09-24 23:56:00 -999.00   -999.00 -999.00  ... -999.00   -999.00 -999.00   \n",
       "2019-09-24 23:57:00 -999.00   -999.00 -999.00  ... -999.00   -999.00 -999.00   \n",
       "2019-09-24 23:58:00 -999.00   -999.00 -999.00  ... -999.00   -999.00 -999.00   \n",
       "2019-09-24 23:59:00 -999.00   -999.00 -999.00  ... -999.00   -999.00 -999.00   \n",
       "\n",
       "                     wdSTD396    T396   RH396    q396  SFCPres  precip     PAR  \n",
       "2019-09-24 00:00:00      0.56   15.79   57.19    6.73    95.77     0.0    5.17  \n",
       "2019-09-24 00:01:00      1.09   15.79   57.39    6.75    95.77     0.0    4.44  \n",
       "2019-09-24 00:02:00      0.95   15.79   57.59    6.78    95.77     0.0    3.76  \n",
       "2019-09-24 00:03:00      1.45   15.79   57.73    6.79    95.78     0.0    3.06  \n",
       "2019-09-24 00:04:00      1.37   15.79   57.88    6.81    95.78     0.0    2.45  \n",
       "...                       ...     ...     ...     ...      ...     ...     ...  \n",
       "2019-09-24 23:55:00   -999.00   19.31   79.57   11.93    94.65     0.0    2.99  \n",
       "2019-09-24 23:56:00   -999.00   19.31   79.66   11.95    94.64     0.0    2.72  \n",
       "2019-09-24 23:57:00   -999.00   19.31   79.71   11.95    94.64     0.0    2.40  \n",
       "2019-09-24 23:58:00   -999.00   19.31   79.75   11.96    94.63     0.0    2.11  \n",
       "2019-09-24 23:59:00   -999.00 -999.00 -999.00 -999.00  -999.00  -999.0 -999.00  \n",
       "\n",
       "[1440 rows x 24 columns]"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "WLEF_20190924_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "9dd206ac",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ws30</th>\n",
       "      <th>wsSTD30</th>\n",
       "      <th>wd30</th>\n",
       "      <th>wdSTD30</th>\n",
       "      <th>T30</th>\n",
       "      <th>RH30</th>\n",
       "      <th>q30</th>\n",
       "      <th>ws122</th>\n",
       "      <th>wsSTD122</th>\n",
       "      <th>wd122</th>\n",
       "      <th>...</th>\n",
       "      <th>wsSTD396</th>\n",
       "      <th>wd396</th>\n",
       "      <th>wdSTD396</th>\n",
       "      <th>T396</th>\n",
       "      <th>RH396</th>\n",
       "      <th>q396</th>\n",
       "      <th>SFCPres</th>\n",
       "      <th>precip</th>\n",
       "      <th>PAR</th>\n",
       "      <th>Timestamp</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2019-09-24 05:00:00</th>\n",
       "      <td>2.53</td>\n",
       "      <td>0.35</td>\n",
       "      <td>223.11</td>\n",
       "      <td>7.12</td>\n",
       "      <td>12.46</td>\n",
       "      <td>82.10</td>\n",
       "      <td>7.80</td>\n",
       "      <td>9.99</td>\n",
       "      <td>0.06</td>\n",
       "      <td>257.23</td>\n",
       "      <td>...</td>\n",
       "      <td>0.02</td>\n",
       "      <td>264.51</td>\n",
       "      <td>0.07</td>\n",
       "      <td>15.88</td>\n",
       "      <td>53.50</td>\n",
       "      <td>6.33</td>\n",
       "      <td>95.77</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>2019-09-24 00:00:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-09-24 05:01:00</th>\n",
       "      <td>2.28</td>\n",
       "      <td>0.51</td>\n",
       "      <td>222.09</td>\n",
       "      <td>7.41</td>\n",
       "      <td>12.48</td>\n",
       "      <td>81.90</td>\n",
       "      <td>7.79</td>\n",
       "      <td>10.02</td>\n",
       "      <td>0.12</td>\n",
       "      <td>257.85</td>\n",
       "      <td>...</td>\n",
       "      <td>0.02</td>\n",
       "      <td>264.70</td>\n",
       "      <td>0.11</td>\n",
       "      <td>15.88</td>\n",
       "      <td>53.46</td>\n",
       "      <td>6.32</td>\n",
       "      <td>95.77</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.01</td>\n",
       "      <td>2019-09-24 00:01:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-09-24 05:02:00</th>\n",
       "      <td>2.24</td>\n",
       "      <td>0.50</td>\n",
       "      <td>225.87</td>\n",
       "      <td>7.84</td>\n",
       "      <td>12.55</td>\n",
       "      <td>81.60</td>\n",
       "      <td>7.80</td>\n",
       "      <td>9.88</td>\n",
       "      <td>0.09</td>\n",
       "      <td>257.72</td>\n",
       "      <td>...</td>\n",
       "      <td>0.04</td>\n",
       "      <td>265.11</td>\n",
       "      <td>0.14</td>\n",
       "      <td>15.88</td>\n",
       "      <td>53.43</td>\n",
       "      <td>6.32</td>\n",
       "      <td>95.77</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.06</td>\n",
       "      <td>2019-09-24 00:02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-09-24 05:03:00</th>\n",
       "      <td>2.08</td>\n",
       "      <td>0.54</td>\n",
       "      <td>226.14</td>\n",
       "      <td>8.71</td>\n",
       "      <td>12.59</td>\n",
       "      <td>81.50</td>\n",
       "      <td>7.81</td>\n",
       "      <td>9.55</td>\n",
       "      <td>0.13</td>\n",
       "      <td>255.64</td>\n",
       "      <td>...</td>\n",
       "      <td>0.02</td>\n",
       "      <td>265.59</td>\n",
       "      <td>0.17</td>\n",
       "      <td>15.89</td>\n",
       "      <td>53.36</td>\n",
       "      <td>6.32</td>\n",
       "      <td>95.77</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.11</td>\n",
       "      <td>2019-09-24 00:03:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-09-24 05:04:00</th>\n",
       "      <td>2.02</td>\n",
       "      <td>0.31</td>\n",
       "      <td>222.46</td>\n",
       "      <td>7.22</td>\n",
       "      <td>12.58</td>\n",
       "      <td>81.60</td>\n",
       "      <td>7.81</td>\n",
       "      <td>9.21</td>\n",
       "      <td>0.14</td>\n",
       "      <td>253.02</td>\n",
       "      <td>...</td>\n",
       "      <td>0.03</td>\n",
       "      <td>266.15</td>\n",
       "      <td>0.15</td>\n",
       "      <td>15.93</td>\n",
       "      <td>53.31</td>\n",
       "      <td>6.33</td>\n",
       "      <td>95.77</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.12</td>\n",
       "      <td>2019-09-24 00:04:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-09-26 04:56:00</th>\n",
       "      <td>2.88</td>\n",
       "      <td>0.76</td>\n",
       "      <td>270.15</td>\n",
       "      <td>14.76</td>\n",
       "      <td>9.57</td>\n",
       "      <td>72.34</td>\n",
       "      <td>5.68</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>...</td>\n",
       "      <td>0.20</td>\n",
       "      <td>295.05</td>\n",
       "      <td>0.64</td>\n",
       "      <td>8.21</td>\n",
       "      <td>65.51</td>\n",
       "      <td>4.69</td>\n",
       "      <td>95.27</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.11</td>\n",
       "      <td>2019-09-25 23:56:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-09-26 04:57:00</th>\n",
       "      <td>3.30</td>\n",
       "      <td>0.65</td>\n",
       "      <td>277.63</td>\n",
       "      <td>12.01</td>\n",
       "      <td>9.57</td>\n",
       "      <td>72.63</td>\n",
       "      <td>5.71</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>...</td>\n",
       "      <td>0.18</td>\n",
       "      <td>295.22</td>\n",
       "      <td>0.51</td>\n",
       "      <td>8.22</td>\n",
       "      <td>65.25</td>\n",
       "      <td>4.67</td>\n",
       "      <td>95.27</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.10</td>\n",
       "      <td>2019-09-25 23:57:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-09-26 04:58:00</th>\n",
       "      <td>2.68</td>\n",
       "      <td>0.53</td>\n",
       "      <td>275.87</td>\n",
       "      <td>12.52</td>\n",
       "      <td>9.54</td>\n",
       "      <td>72.69</td>\n",
       "      <td>5.70</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>...</td>\n",
       "      <td>0.10</td>\n",
       "      <td>294.42</td>\n",
       "      <td>0.50</td>\n",
       "      <td>8.28</td>\n",
       "      <td>64.84</td>\n",
       "      <td>4.66</td>\n",
       "      <td>95.27</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.11</td>\n",
       "      <td>2019-09-25 23:58:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-09-26 04:59:00</th>\n",
       "      <td>3.03</td>\n",
       "      <td>0.82</td>\n",
       "      <td>281.42</td>\n",
       "      <td>14.56</td>\n",
       "      <td>9.54</td>\n",
       "      <td>72.62</td>\n",
       "      <td>5.69</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>...</td>\n",
       "      <td>0.12</td>\n",
       "      <td>294.93</td>\n",
       "      <td>0.53</td>\n",
       "      <td>8.31</td>\n",
       "      <td>65.11</td>\n",
       "      <td>4.69</td>\n",
       "      <td>95.27</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.09</td>\n",
       "      <td>2019-09-25 23:59:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-09-26 05:00:00</th>\n",
       "      <td>2.99</td>\n",
       "      <td>0.99</td>\n",
       "      <td>267.06</td>\n",
       "      <td>15.81</td>\n",
       "      <td>9.51</td>\n",
       "      <td>72.84</td>\n",
       "      <td>5.70</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>-999.00</td>\n",
       "      <td>...</td>\n",
       "      <td>0.11</td>\n",
       "      <td>294.60</td>\n",
       "      <td>0.48</td>\n",
       "      <td>8.31</td>\n",
       "      <td>65.32</td>\n",
       "      <td>4.71</td>\n",
       "      <td>95.27</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.09</td>\n",
       "      <td>2019-09-26 00:00:00</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2881 rows × 25 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                     ws30  wsSTD30    wd30  wdSTD30    T30   RH30   q30  \\\n",
       "2019-09-24 05:00:00  2.53     0.35  223.11     7.12  12.46  82.10  7.80   \n",
       "2019-09-24 05:01:00  2.28     0.51  222.09     7.41  12.48  81.90  7.79   \n",
       "2019-09-24 05:02:00  2.24     0.50  225.87     7.84  12.55  81.60  7.80   \n",
       "2019-09-24 05:03:00  2.08     0.54  226.14     8.71  12.59  81.50  7.81   \n",
       "2019-09-24 05:04:00  2.02     0.31  222.46     7.22  12.58  81.60  7.81   \n",
       "...                   ...      ...     ...      ...    ...    ...   ...   \n",
       "2019-09-26 04:56:00  2.88     0.76  270.15    14.76   9.57  72.34  5.68   \n",
       "2019-09-26 04:57:00  3.30     0.65  277.63    12.01   9.57  72.63  5.71   \n",
       "2019-09-26 04:58:00  2.68     0.53  275.87    12.52   9.54  72.69  5.70   \n",
       "2019-09-26 04:59:00  3.03     0.82  281.42    14.56   9.54  72.62  5.69   \n",
       "2019-09-26 05:00:00  2.99     0.99  267.06    15.81   9.51  72.84  5.70   \n",
       "\n",
       "                      ws122  wsSTD122   wd122  ...  wsSTD396   wd396  \\\n",
       "2019-09-24 05:00:00    9.99      0.06  257.23  ...      0.02  264.51   \n",
       "2019-09-24 05:01:00   10.02      0.12  257.85  ...      0.02  264.70   \n",
       "2019-09-24 05:02:00    9.88      0.09  257.72  ...      0.04  265.11   \n",
       "2019-09-24 05:03:00    9.55      0.13  255.64  ...      0.02  265.59   \n",
       "2019-09-24 05:04:00    9.21      0.14  253.02  ...      0.03  266.15   \n",
       "...                     ...       ...     ...  ...       ...     ...   \n",
       "2019-09-26 04:56:00 -999.00   -999.00 -999.00  ...      0.20  295.05   \n",
       "2019-09-26 04:57:00 -999.00   -999.00 -999.00  ...      0.18  295.22   \n",
       "2019-09-26 04:58:00 -999.00   -999.00 -999.00  ...      0.10  294.42   \n",
       "2019-09-26 04:59:00 -999.00   -999.00 -999.00  ...      0.12  294.93   \n",
       "2019-09-26 05:00:00 -999.00   -999.00 -999.00  ...      0.11  294.60   \n",
       "\n",
       "                     wdSTD396   T396  RH396  q396  SFCPres  precip   PAR  \\\n",
       "2019-09-24 05:00:00      0.07  15.88  53.50  6.33    95.77     0.0  0.00   \n",
       "2019-09-24 05:01:00      0.11  15.88  53.46  6.32    95.77     0.0  0.01   \n",
       "2019-09-24 05:02:00      0.14  15.88  53.43  6.32    95.77     0.0  0.06   \n",
       "2019-09-24 05:03:00      0.17  15.89  53.36  6.32    95.77     0.0  0.11   \n",
       "2019-09-24 05:04:00      0.15  15.93  53.31  6.33    95.77     0.0  0.12   \n",
       "...                       ...    ...    ...   ...      ...     ...   ...   \n",
       "2019-09-26 04:56:00      0.64   8.21  65.51  4.69    95.27     0.0  0.11   \n",
       "2019-09-26 04:57:00      0.51   8.22  65.25  4.67    95.27     0.0  0.10   \n",
       "2019-09-26 04:58:00      0.50   8.28  64.84  4.66    95.27     0.0  0.11   \n",
       "2019-09-26 04:59:00      0.53   8.31  65.11  4.69    95.27     0.0  0.09   \n",
       "2019-09-26 05:00:00      0.48   8.31  65.32  4.71    95.27     0.0  0.09   \n",
       "\n",
       "                              Timestamp  \n",
       "2019-09-24 05:00:00 2019-09-24 00:00:00  \n",
       "2019-09-24 05:01:00 2019-09-24 00:01:00  \n",
       "2019-09-24 05:02:00 2019-09-24 00:02:00  \n",
       "2019-09-24 05:03:00 2019-09-24 00:03:00  \n",
       "2019-09-24 05:04:00 2019-09-24 00:04:00  \n",
       "...                                 ...  \n",
       "2019-09-26 04:56:00 2019-09-25 23:56:00  \n",
       "2019-09-26 04:57:00 2019-09-25 23:57:00  \n",
       "2019-09-26 04:58:00 2019-09-25 23:58:00  \n",
       "2019-09-26 04:59:00 2019-09-25 23:59:00  \n",
       "2019-09-26 05:00:00 2019-09-26 00:00:00  \n",
       "\n",
       "[2881 rows x 25 columns]"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "WLEF_df = pd.DataFrame()\n",
    "WLEF_df = pd.concat([WLEF_20190924_df,WLEF_20190925_df,WLEF_20190926_df])['2019-09-24 05:00:00' :'2019-09-26 05:00:00']\n",
    "#change the timestamp fro UTC to CDT\n",
    "WLEF_df['Timestamp'] = (WLEF_df.index + pd.Timedelta(-5, \"h\"))\n",
    "#WLEF_df['Timestamp']\n",
    "WLEF_df WLEF_df.set_index('Timestamp')\n",
    "WLEF_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "2eeb0344",
   "metadata": {},
   "outputs": [],
   "source": [
    "WLEF_ws30_df_nan = WLEF_df['ws30'].copy()\n",
    "WLEF_ws30_df_nan[WLEF_ws30_df_nan<-100]=np.nan\n",
    "\n",
    "WLEF_T30_df_nan = WLEF_df['T30'].copy()\n",
    "WLEF_T30_df_nan[WLEF_T30_df_nan<-100]=np.nan\n",
    "\n",
    "WLEF_q30_df_nan = WLEF_df['q30'].copy()\n",
    "WLEF_q30_df_nan[WLEF_q30_df_nan<-100]=np.nan"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "685bc275",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 1008x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "WLEF_ws30_df_nan.plot(figsize = (14,12))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "3a914119",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1008x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "WLEF_T30_df_nan.plot(figsize = (14,12))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "b5763460",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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Gz+agXcnp0P7Y4/UZNJL09NbqfbrznyskSUdPq9TIIYUJPc5iNqm8OEe1Ud35ACAVqOgAAPrl6be2aeueYKe1u759iiaPKdVlZ07t4VHpz2btGHSo6EQ7UNssSSovztXkMaW9emxZUW5GhGEA6Y2KDgCgX9Zuq5Ek2axmTRpdoru+fYrBI0qu4gK7GprdBJ0OauvbVJhn0wM3nd3rx5aX5GrHvoYUjAoA2lHRAQD0y459wWrO//3gDJlMg7OddDz1TcGKw9SxZZKo6ITVN7n0oz+9o+fe3aFRQxObrtZReXGu6hqZugYgtajoAAD6rLHFrdoGl764eKYqy/KNHk5SLVwwTjX1bTpxzkgt33CAoCOpqdWjK296QZI0ZlihPrtoep+ep6I4Vy1tXtU1tnW55w4A9BcVHQBAnzU2uyVJZUU5Bo8k+QrybPqfC2apKD+4LwzNCKS9B4NtpM88Zqz+cP3pOnLq0D49z9xplZKkFRsO9nAlAPQdQQcA0GfNbR5JUn6uzeCRpI491JSgzZ3dQScQCOi5d3dIki48dZLM5r5PUxw7vFh5ORZt3EmLaQCpQ9ABAPTZux/vlyTl5WbuTOjyklzl2i3aFdoUM1tt21uvpct3Kz/XqjGVRf16LovZpPkzRujtj/aqze1N0ggBIBZBBwDQa35/QKs3VevfSzdLknLtlh4eMXhZzCYNLctTbX12L57fWRUMer/43xP6Vc0JO/vYcWpu8+rDdVX9fi4AiIegAwDotXXba3Tjn9+N3C4tzOwF5RazWf5AwOhhGGrPwUZZzCaNG1GclOebMbFCOXaL7vznCu2qotU0gOQj6AAAeq0mqrpx9PRhGlqWZ+BoUs9sMsnvz86g4/MH9MqHO/X4q5s1YkiBrJbkfHSwmE0665ix8gekpct3J+U5ASAaQQcA0GsNze272s+YUG7gSAaG2Rz8wJ+N3l+zX7999CNJ0pXn9K2ddFe+cvERGlqWp7pGV88XA0AvEXQAAL3W0OSOHE8bnw1BJ3srOttDG8L+8bun6YQjRyb9+cuLcrV0+W7t3M/0NQDJRdABACRs2foq1dS3qvpwqyTps4uma+aECoNHlXoWszlrg87ug40aOaRAY4cnZ21ORxedOlmS9NRb21Ly/ACyV+b2AwUAJFUgENBP7/tAdptFbo9PMydW6LIzpxo9rAFhNpuyrhlBXWObfv/YR/p4yyHNmdK3jUETccKRI3XSnFFaufFAyl4DQHaiogMASIgrtGGm2xP8dUKSum8NBmaTKavW6Hy8pVpX3fyilq0/oNLCHC06fnxKX290ZaEO1bfpmbe3adl62k0DSA4qOgCAhLR22NjxrAXjDBrJwLOYTfJ6/EYPY8DsCu2Z8/VL5+jM+WNlScK+Od0ZMyy4Aemfn1gjSfr3Lz+hHFvm7s0EYGBQ0QEAJKTVFRt0Rg4tMGgkAy/bmhHUNrTJbDbprAEIOZI0f+ZwHTd7ROT2xu21KX9NAJmPoAMASEibyxdzO9eePZMCzGaTfFmyRuedj/fpP0s3q7IsT+YBCDmSlGOz6IbPz9cNn58vSTGb0QJAX2XPuxQAoM/aXF596zevR25fdW5y91NJd2aTSX5f5ged3z/2kV76YKck6ZLTpwz465cU2iPHPn9gQKpJADIXFR0AQI/2VDdFjr+4eKbOO2GCgaMZeBZLdnRd27CjRpL0p++frrOPHT/gr+8YWxZZr8O+OgD6i6ADAOiWz+fXtXe9Ebl90amTlZ9rM3BEAy9buq41Nnt0znHjNbqyyJDXt1jM+sX/niBJWuU8aMgYAGQOgg4AoEser0+X3/ic0cMwXLAZQWZ3XfP7A2pocau4wN7zxSlUWpSjYeX5WrutxtBxABj8Elqj43A4Rkv6rqR5kuZIKpB0mtPpfD3qmmJJ35R0lqRpoWu2Srpf0h+dTqc7ieMGAAyAjTvqIvvnZDOL2aSByjl+f0Btbm+katbU4lZhfurDx64DjfL7A6ooyU35a/XkpDmj9O+lm7XSeVBzHZVGDwfAIJVoRWeypCskNUl6tYtrxkr6lqQVkr4k6XxJT0u6XdJj/RsmAMAITa18RyUNbNe1R15y6vIfPafmVo/2VTfpih8/r+ff25HS1/T7A/rhH9+WJE0eXZrS10rE4pMmSpI+2lRt8EgADGaJdl170+l0VkqSw+G4UMEQ09F2SeOdTmdz1LmlDofDI+lmh8Mx2+l0runXaAEAA6q51RM5njiqRGVFOQaOxjhm08Dto/PC+zskSY0tbm3fF1yQ/8J7O7TouPEpe83Vm6vV1OrR4pMmasqY0pS9TqLKi3M1urJQT7y+RZ8/b8aAtbkGkFkSCjpOp7PHgn2HgBNtWejX0ZIIOgAwiDS1tm8S+tvvnGrcQAw2kGt0PJ7gVMG/Pb1O763ZLyn4wT+Vnnprm8xmkz533gyZTOkRKo6ePkx7Djbpo83VTF8D0CcD0YzgdEkBSesH4LUAIGt9uK5Kz7+7vc+P9/n8+suTa3SgtiVyLlzR+cP1p/V7fIPZQK7R8YYqR+GQI0n5uanb9m715mot33BAo4YWKsdmSdnr9NZV505Xjt2iFRsOGD0UAINUSjcMdTgc8yV9Q9KDTqdzZ28fv3bt2uQPCgAy1K0P75EkVebU9unxu6pdevqtaj391jZJ0jlzS1TT6FWOzaRD+zbr0L6kDbXPVqxYYcjrHjpUJ5fHk/LXf2tdQ9zmD9WHamNe2+Xxq7bRqxHl/WtS4PL4ddvjwb/YC4/JN+zPtysut09PvbVNM4e3KcdGo1gAvZOyoONwOCZLekrSRgXDTq/NmjVLOTnZOR8cAHotFHTmzDlKFkvvPxTmbD0kvdy++PuFlfWSpMqyPM2bNy85Y+yHFStWGDaOFbvXaP3uXSl//Z8+siTm9hGTh6ip1aPCotzIay9dvkt3Pb5KknTfj85SZXl+zGPeW7NP67fX6gufmNnj2pYX398haZ++dfkcnTl/XNJ+H0kT+jc9cpxD40cUGzwYAOnG5XJ1WxhJydcjDodjoqTXJNVJOsvpdLK9MQAMkK/9ammfHtfWRRvpgrzs2hw0HovZJP8AdF0r6rCHzcihhbJZzPJ6g/PmfP6A7npkVeT+q3/+csz1B2tb9Iv7l+nJN7Zq485gZe93j67SJ7//tD75/af1qR89q407gudvuOcd3fPv1Ro7vEhnHDM2lb+tPjvlqNGSpLqGNoNHAmAwSnrQcTgcExQMOW2SznA62doYAAbS3uquesN0rymqw1q08H4u2cxsMsk3AGt0ijrsl3PGMWNktZrl9QVD1n+Wbu70mFc+3CVJqm9y6X9+0R58lry5VRu21+rlD3fJbrMEWzabTPru79/Sn5/4WGu2HtLMiUP0jcvmpE0Dgo4+c840SdK/4/y+AaAnSZ265nA4xikYcnySTnc6nWkwoxsAss+9T67Rly6c3avHNDS74p4vpKIzYF3XOgadscOKZLOY1eYOdr/bti84nfC7V87T4UaX7l2yVr99dJVeXb5La7fWSJI+u2i63lu7Xx9tqlZhXvD5/vT9M1RalCO316+n39qmZ94ONq1YuGCspo0rT/nvq6+GhablfbzlkAKBQNoGMgDpKeGg43A4LgkdHhP69RSHwzFEUrPT6Xze4XBUSloqqVLSFyWNcjgco6KeYqvT6WTnLwBIkcryfB0MdUx76q1t+sLimbL2Yq1OXUP8oMPUtXDQSf3Utbyc2LflXLs1WNFpDYasA7UtOmLyEJ181GhV1TTr3iXBuenhkHP09GG67MypKsq36Z7/fKyXPtipyaNLVBra/+iTp02WSZLb65fNata86cNS/nvqD7PZJMfYMjl31am+yR35fQBAInpT0Xm8w+2bQ7/ulDRe0gxJE0PnHonz+C9Iur8XrwcASFAgEFB1XUvMuYu+97T+e/ti2ayJhZ2OranHDCvS7gONSRvjYBZco6OUVhXcHp9aXV4NKc3TocOtkoIf9G1Ws5rbvPL6/Nqxr0HnnxR8qx1eUaDrPzNPv/5nsFPaty4/SvNnDpckLVwwTsMrCuT1+TUuahF/RUleryt9RrvsrKm69b4PVFXbTNAB0CsJBx2n09ntT3an0/m6JGrKAGCA59/boUBAKsi1qrmtfZPP1ZurZbOadeSUoT0+R8dmBOGQ8/FmivHh7mX+gGRJ0TvdZ29+QS1tXs2bVhkJOpL0/tr9CgSkg3Ut8vr8mjquLHLfyUeNigSdM44ZEwlhFotZR2XIJpvh6WvL1h9I62l2ANIPTekBIAOEp6xdcfa0mPO3/PV93fh/7+rDdVV66PkNCnTROczr88sXNTXrzGPG6pzjxkuSPrXQkZpBDyLmUIBI5TqdllBAHVKaF3P+olMmKy/HqhEVBbrj6yfp+NkjIveZTCbNnFiho6YOzdj1K8MrCiRJq+htBKCXUrphKAAgtRZft0THzhquugaXSgtzNLTDh+SwW//2gSSp+nCrrr1ibqf7W13BD9nhtShjhhXp4tMm62uXHJm6wQ8illBFx+cPKNUrlooL7PrCJ2Zo7PDglLMvLJ6pz39ihkwmk6ZP6FzR+OXXTkzxiIyVY7PovBMm6JVlu+TzByJ/FwDQEyo6ADBIhRfHv7+2Ss5ddcrLtSrHbun2MUuX7457PlxNCH+I7Ol5sk1k6lqKGhJEV9qOnz1SF582RUdHNQrI1GpNoqaOLZXL7dOeg6wZA5A4gg4ADFId970pyLUqx9a3gLJpV50k6fOfmKEFM4fr1Lmj+z2+TJLqoOMJbQj66YUOTR5TmpLXGMxGDi2UJFXXtfZwJQC0Y+oaAAxSHfe9yc+19akS09zq0R0PLpckjR5apPNPmpSU8WWS8BodX4qCjssTbARRkE8r73gKQpvWtkY12gCAnlDRAYBBamdV7DSevJyeKzoWs6lTQ4Id+xsix/m5fP8Vj8US7rqWoqAT6niXY+PPP57wv8vmNk8PVwJAO4IOAAxCPn9Av3xgWcw5u80iew9Bx+cPRNbjhEW3Mu64YSWC2ruupSbohJtB5LI2Kq78UEWn479dAOgOQQcABplNu+r0ldte6XTeZjUntDnogdoWebzte+Y0NLsjx3lUdOIym1M7dS38d1BSaE/J8w92uXaLzCaphYoOgF4g6ADAIHPfU2t1ILRvjiSdfew4ScE2vN1VZKyW4I/8b/3mdd1wzzuR88s3HIgc51PRicuS4mYEhxuD661KCnNS8vyDnclkUmlRrmrq24weCoBBhKADAIOM2+OLuR0OMDabWfm5Nt3zvdNj7g9PZyuKWui+cWdd5HjH/vrIMVPX4ot0XUvRGp3DTcGgU1pE0OnK8Ip8VdU2Gz0MAIMIQQcABgmfP6D31uxTmzs26IR3WLFbg4FmzLCimPvHDAu25i3M7zwtqtXlVW1De/c2i4W3hXgiXdd8qavomExScZy/IwQNK8+PqWQCQE94RwOAQeK/r23WL+5fpj0Hm2LOm0LVhuhGBLMmVUSOw615i+K0Lt5b3dTpHDpLdUWnvsmlonw7QbMbwysKdOhwa2TPIQDoCT9RAWCQWLutptO5yvL8SLUhx9b+I/22a07U7ElDgudDnbwK8mKDzntr9kdC00WnTtY3LpuTimFnhJSv0WlysT6nB8PK8xUISNV1VHUAJIagAwAG8vkDuv+ZdTEtnqMFAgE98pJTm3fXyRvnm+wff3FBpIOazRrbmjhcfQjvrRMORGG/uP9Dvb92vyTpk6dN1sIF4/r3m8lgqe661tLmUWEem4V2Z3hFgSSpqoagAyAxrDoFgAG2Y3+Dxg0v0q1/+0BrthxSm9unHfsbdPOXjot77cMvbtRrK3arsiwv5r6xw4s0bniRLjl9qvZWN+m0eaNj7g9XIY6dNULNrR59cfFMfbCuKuaaDdtrJYkP2T0wp7ii0+bysVlrD4ZX5EuSDtCQAECC+KkKAANozdZDuuGed/TVi2Zr2fr2ts7hDSM7qg5VevYfatawsvzI+S9dMEvnnzxJkjS0LE8/++oJnR5rDe2pU5Bn00+/cnzwONeq5qhNF2sbgu16WRvSPUuK1+i0uLyqKM1NyXNnirKiXNmsZio6ABLGOxsApFhLm0dNLW7V1LdG1sRs3Vsfc82O/Q3y+jpPTauO6jK1ZuuhyHE45HTHag7+iI9+3vtvOlufOWda734DiEz7S1lFx+1Vrp3vHrtjNptUWUaLaQCJ46cqAKTY53/6olpdwXU0Xe1839Lm1b+XbtanznLEnP+/J9ZEjnu7PsRiCX44jw46uXarijpMU5s8prRXz5uNUr1Gp7XNy2atCRhWQYtpAImjogMAKdDU6tF37n5Duw80RkKOJNU3ubt8zLa99fL6/GrrYhpbb1186mSZTdLMCRUx580dpqmdPm9MUl4vk6VyjY7H61dLm0cFcdp/I9aEEcXauqdeH2+pNnooAAYBgg4ApMD7a/Zr8+7DevzVTXHvN3XogCYFP0Tf9Jf3dOkNz+qZt7fptRW7+zWGaePLteTXF6isuPu1H4V8wO5RKttLb9xRK39AGl5ekPTnzjTnnTBRkvTB2qoergQApq4BQEo0tgQrN8UF8fdGMZmC09iOnz1Sz7+3Q1JwWtTHW4LrcP4cNWXtpDmj9NZHe5M2tgUzh+uef6/WTf9zrIrybZo8pixpz52pUjl17Z2P90mSpjCFsEdDy/I0aXSJ9rDRLYAEUNEBgBRYviHYUa2om2qJx+uXzdr+Yzj8mI4WzBye1LGVF+fq6Tsv0NHTh8kxrjxSrUDXIs0IUtB1bWdVgxxjyzRuRHHSnzsTFeTatHLjwaSGfwCZiaADAEkWCLRXZrpr29wx6HSltChYFTp5ziiNHV6kISW0IR5oqZy6VtfQpqEd9khC15paPZKkOx5cHqmcAkA8TF0DgCSL3hPngWfXx71m8+7D8nj92r6/ocfnKyvK0dN3XpC08aH3Ujl1raHZreKC+N340Nn+Q+3T1g43ulSUz58dgPio6ABAkjW1eHq8ZltoH52ivJ4/pJUWUcExWqq6rvn8ATW1erpcy4XOorsYHm50GTgSAOmOoAMASRaeWpOITy2c2uM1hXl0RTNaqqauHahpViAgpq71QvTUzcNNBB0AXSPoAECSNTQn/uHLbrNoxoTybq8x0yzAcJGKTpKbEazZGlzLRce1xP3y6yfpa5ccKYmKDoDuEXQAIMm27qnv9v7/uWBW5DjHZtGtXzlepxw1utN1syZV6J8/XZT08aH3wl3XfL7kBp2ly3ersjxf4+m4lrBh5flauGCcpGDHOgDoCkEHAJLs5Q93dnt/ZdQ0JZvVLLvNEpm6NKIiuGnklDGluu2aE1mkniZSUdGpbWjT+u21GjWkIO4Gsuia2WxSeXGuXnx/p556a6vRwwGQpgg6AJAkbS6vfvDHt7W3ulnjhhd1ed2EkSWRY7vNIql9HU55aP1B8nt7oT9SsUbn0OFWSdKp88Yk7TmzyVXnTpck3fvkWgVSsL8RgMGPoAMASbJ2W43WbauRJM2fOTyy/40kfe68GZHj6CqNNbTPTm5OsNv/sPJ8XXnONH33ynkDMWQkKBXtpRuag3vAjBpakLTnzCZnHDNWY4YFv1BobvP2cDWAbETQAYAksUQ1DSguyFFJF9PO4m0SesTkIZKks48dp8vPcmjkkMLUDBJ9El6jk8yKTn2oYxitpfvuktMnS+pdAxAA2YOgAwBJYrG0B51cu0WOce3d1M49fnz7dWazbrvmBH120fTIuTHDivT0nRdoxoSKARkrescSqrwlc43Oofrg1LWyYoJOX4VDYrg6BgDRCDoAkCTRn4HtNkukcnPVudOVn9u+F47ZbNKsSUN02Zk976GD9BAu1iWz69qBmhaVFeUo125N2nNmm/A00P8s3WzwSACkI366AkCSVNe1RI5zbBaFG2mFA09Rvk2NLYlvJor0kcyua/sPNau51aNVzoMaVckUxf4IB53311bJ7fFFmnsAgETQAYCk+e2jH0WOc+wWuT1+Se2d1X77ndO052CjEUNDP1nMwbDq8/v7/Vxfvu2VyPHJcfZPQuKiG3vs2N+gqWPLDBwNgHTD1DUASAG7zaw2V7ATVF6oo9rQsjwd5ag0cljoo/b20v17Hp8v9glOmUvQ6Y+8HKsc44Lh5v21+w0eDYB0Q9ABgBSw2yyaPiHYjIBd7wc/s9kkk6n/FZ3ahmB3sEvPmKJvXjZHE0eV9PAIdMdkMunX3zxZc6dV6t2P9xk9HABphqlrAJAEHTcszLFZdN4JEzR/xnBVlucbNCokk8Vs6nd76VZXcI3WhBElOumoUckYFiSNHVaktVtrFAgEZDKZen4AgKxARQcAkuCNVXtjbhfl22UymQg5GcRsNve761qb2ydJyslh0XwylRXlyu3xqYWNQwFEIegAQD9V1TTrzn+uiDlXWsTeKJnGYjbJ18+KTps7+EE8107QSabK8jxJ0g/++Han6iqA7EXQAYB+2n2gcyc1q4Ufr5kmGHT6t0YnXNFh75zkmjy6VFKw89o/nttg7GAApA3eiQGgn5pa2/fGuezMqfrDd08zcDRIFYul/xUdlyscdKjoJNPwigJdec40SdL67TUGjwZAuiDoAEA/hb+ll6Ty4lyNG06XtUyUjGYELaGW47k5VHSS7fKzHCrItWrjjlrVNbYZPRwAaYCgAwD9FN4vR5KsFjo+ZapkNCM4dLhVJlNw8TySr7nNK39A+ucLG40eCoA0QNABgH6KruiEN5ZE5knGGp09BxtVUZInm5W331T40gWzJEmbdx82diAA0gI/aQGgn1zu9oqOhSYEGau/Xdf8/oBWbDyoOVOGJnFUiHb+yZO06Pjx2ra3XocOtxo9HAAG4x0ZAPqJik526E8zgkAgoKXLd6vV5dXMieVJHhmihf8f/HWHlu8Asg9BBwD6qY2KTlawmM19bkbw4PMb9NtHV8lkko5yVCZ5ZIh2+ZkOSdK6bTVavuGAwaMBYCTekQGgn9pcVHSygdls6nUzgrqGNjl31uq/r22RJP3++tNUUZKXiuEhpLQoR7ddc4Ik6Za/vi+vr3/rqgAMXvS3BIA+2rLnsMwmU0xFh41CM1dvmxE0tbj1lV++qtZQV76fXL2A1uMDZObECplNkj8gXXvXG7rtmhNUmG83elgABhjvyADQR9fe9Ya+9ZvXY9bomKnoZKzeNiNYtalarS6vcu0WFeXb5BjH2pyBYjKZ9MjPztXMiRXasb9BV/z4eV150/PaW91k9NAADCCCDgD0k8vNPjrZwGLp3RqdDTtqZbWY9fCti/TQLYtUXEBFYSDl59r0y6+dqJkTKyRJ9U1uffWXr6qmnm5sQLYg6ABAP8V2XePHaqaymE0Jr/fw+vx6Y+UeHTNjmGxWC5U+A13/mXkxt+/+1yqDRgJgoPGODAD95PZEBR0qOhnL3Iupa/sPNauh2a1jZ41I8ajQkyGlefrFNSfonOPGa86UofpoU7VWb642elgABgBBBwD6yRvViYuua5mrN2t0DtS2SJJGDilI5ZCQoNmThuhrlxypaz89V5J0873vq6nVY/CoAKQaQQcA+iAQaP/AG92Ji65rmctqMcufYHvpAzXNkqRh5fmpHBJ6qbw4V1csdMjr82vNlkNGDwdAivGODAB9EL1WI7qiw1qMzGXuRXvpqtoW2W0WlRblpHhU6K3FJ02UJFWFwiiAzEXQAYA+iA43nqg1OlR0Mldvpq5V1TRrWHm+TCaCb7opzLNpSGmeHnx+gzxeX88PADBo8Y4MAH3gi6rouL3tx6zRyVwWs7nHoOPy+PTYK5u0enO1hlcwbS0dmUwmHTtruDxev/ZVU9UBMhlBBwD6oKsPvLSXzlwWS7Ci4/P59bO/faD122s6XbNua40efH6DWl0+1ueksdPmjZEk7TtE0AEyGe/IANAHXe2nQnvpzGUxm+T3+fXh+ip9sK5Kf/rPx52uaWhxR46HV9BxLV2Fu+HtP9Rk8EgApBJBBwD6oOuKDkEnU4X30VnpDO7BMmFksSSpodmtXz6wTDX1rWpsbg86U8aUGjFMJKAw366ifDsVHSDDWY0eAAAMRv6ugg7NCDJWuBlBS1tw/5WSwmBHtVXOg3rn433yBwKaMCIYfv57+ydks1oMGyt6NnJogfYTdICMxjsyAPRBV1PXrFR0MpbFEmxG0OYKduryhJpQtLq8kV8bWz0qyLUScgaBkUMK9PGWQ1p83RL98d+ru/zyAsDgRdABgD7ocuoaa3QylsVskt/vjwQbd6iteF1Dm6TgJrKNzW4V5tsNGyMSVxT19/TCezu0t5r1OkCmIegAQB/4fPGDjpmuaxnLYjbJ5wuo1R0OOsGKzuEmlySptqFNjS1uFRUQdAaD6RPKY25fc8dS/fm/nRtMABi8WKMDAH3g88dOXfvsoun6eEs1zQgymNlsktvrV2tbKOiENpusDzUg2HuwSX5/QJVltJUeDE44YqQevnWRTJI+f+tLcrl9euad7XJ5fDpu9giVFOZo6tgyo4cJoB8IOgDQB9EVnUXHj9dlZ07VZWdONXBESLUVGw9KUmSKU3iNTn2oouMPSHurm3VqaI8WpDeTyRSZvjZmWJG27D4sSXr5w116+cNdkqQ7v3UyYQcYxJhjAQB9EL1GhxpOdthzoDHm9vINB1RV06z6JrdmTqyInJ8VdYzB4SsXztaYYYW694YzY85v2FFr0IgAJANBBwD6YM/B9oXLZhNRJxv84HPHdDr38oe71NDs0thhRRofai1NBWDwmTa+XPd87wwNryjQL792or575TyNGVakD9ZWGT00AP3A1DUA6IM/PP5R5Pj0Y5iqlA3GDCvqdC7XblFDs1vFhXbdds0Jamr1yG6jtfRgFq7OrdtWo9dW7I7sm2Q2mZSbw8cmYDDh/1gA6IcbPj9fU8bwDX42sFk7T4Lwev0KBKTSwhwV5ttpLZ1B5kyt1HPv7tDlP3oucu6/ty+O++8AQHri/1YA6IPwh53wdCVkvuhNQH8YmsZWE9pDp6Qgx5AxIXWOmDyk07md+xsMGAmAviLoAECCVm+u1uLrluiRFzdq8uhSzZxYoRFDCoweFgaIPeqb/HGhgHugpkWSVFxIJSfTFOTZdOEpkzRmWJHyc4MTYJatZ80OMJgwdQ0AEvT26n2SpIdfckqSjp4+zMjhYIBFT1kqyrfLYjbpQF0w6JQWUtHJRFefP0tXnx88/uLPXtL+mmZjBwSgV6joAECCfL7YTULzWZicVSyW9rfMXLtFdptF1XVUdLJFeXGuVmw82OnnAID0RdABgAR5OnzAycsl6GQrm9Usm9Usry8gk0kqpglBxmtocquh2a3n39th9FAAJIigAwAJ8vkCMbfzqOhkLZPJJGuowlOYZ4+p9iAzffXiIyRJtaEGFADSHz+ZASBB3o5T13JtBo0E6SC8ZqeEaWtZYe60SknS469uVhVrdYBBgaADAAnqGHSo6GS39qBDI4Js86VfvKKDofVZANIXQQcAEuT1dqzoEHSyjdnUfhyeukZFJ3vc/vUTI8dvf7TXwJEASARBBwAS5O4QdEqL+CY/2/zj5nN0341nSYqq6LBZaNaYMaFCj/78XEnS359Zr11VbCAKpDOCDgAkyOX2xtwuL8o1aCQwSklhjirL8iVJllB5h6lr2SU/16avXzpHkvToy5skSQdqW+TcWWvgqADEw7wLAEiQy+OLuV1WzAfcbNbqCgZfpq5ln7OPHae/LlmjNz/aq8ljSvW3p9dJClZ5f/T5+Zo2vtzgEQKQqOgAQMJc7tigU8o3+VmtJRJ0+HeQjS4+dbIkRUKOJB1udOm7v39L2/bWGzUsAFEIOgCQoI5rdNg7Jbu1uYLBl4pOdrr49CkaUVEgSSrMs2nU0ILIfd/6zeu6/ndvEngAgzF1DQASFAi0bxh6yelTDBwJ0kGO3aLGFqmYZgRZKcdm0f/94Ay1tHlkt1lktZhVU9+mjTtqdcdDy+XcWafbHvhQf/7BmTJHt+sDMGD4OhIA+uBz580weggw2BlHj5EkldF9L2uZzSYV5ttlt1lkNps0tCxPJx01KrK5aFVNi/7y5BqDRwlkL4IOAPSgpr5VkhQu6JTThACSPn32NP3j5rNZo4NObvzCgsjxs+9sj/wMATCwCDoA0I13Pt6nz//0Ja3eVK1AQLJbzbrjGycbPSykAbPZpDJajCMOm9Wsn331eF0Ualjw+Z++ZPCIgOxE0AGAbqzfXiNJ2r6/QT6/X+ccP17DyvMNHhWAdHfklKG6/MypRg8DyGoEHQDoht8XnK9mNkter19WMz82ASSmIM+mc48fr7wcq9wd9uECkHq8YwNAN3z+YNCxmM3y+vyyWvmxCSBxx84aoVaXV2+v3ie3x6f6JpfRQwKyBu2lAaAb4aDzf//9WJJkpU0sgF44cspQVZTk6q5HVuquR1ZKkr552RydtWCcwSMDMh9fTQJAN3z+2E1CqegA6A2z2aTzT5oUc2715kMGjQbILlR0AKAb4YpOmIU1OgB66aJTJ2nhsePk9wd075NrtGzDAfn9ATYSBVKMd2wA6EJtQ5teX7En5pzVygcTAL1jMplUmGdTcYFdMyaUq7nVo9qGNqOHBWQ8gg4AdOGZt7d1Omez8GMTQN8NqyiQJO092GTwSIDMxzs2AHQh3jS18IcUAOiLaePKlGu36I1Ve3q+GEC/EHQAoAt1jZ2nlowcQtAB0Hf5uTbNnzlcKzYeMHooQMYj6ABAF5paPBpSmhdzLsduMWg0ADLFlDFlqm1w6XAje+oAqUTQAYAutLR5VFxgjzlnsxJ0APTP2OFFkqTdBxsNHgmQ2Qg6ANCFljavivNjg46dfXQA9NPoykJJ0h4aEgApxTs2AHShxeVRQZ5NP/rC/Mg5K13XAPTTkJI85dot2lXVYPRQgIzGOzYAdKGlzav8XKsmjy6NnGODPwD9ZTabNGNChd5fW9VpU2IAyUPQAYAutLR5lJ9rk4VwAyDJzlowVocOt2qV86DRQwEyFkEHAOLw+QNqdfmUn2uligMg6RbMHK6ifJtuu/9D+f0B/XvpZl1zx6sKBKjwAMlC0AGAONpcXkmiogMgJWxWi04+arTcXr+++LOX9MCz67X7QJO+9ZvXI3t4PfnGVr30wU5JUlVNs+75z2odrGsxctjAoGI1egAAkI6a2zySREUHQMp88rQp+nhLtXYfaO++tn1fg666+cWY6/721Fo1twW/fBlamqdLz5g6oOMEBisqOgAQR2tbuKJjlYVOawBSYGhZnu753hm65pIjdcpRo1VZnh/3uoI8m84/eaIk6e3V+/SP59arudUzkEMFBiUqOgAQx9+eXicpOHXNbKKiAyB1Fh03XouOG6+mFreaWj16Z/U+vb5yj64+f6bu/tcqXXPJkZo3bZje/miftu2t17a99Xr81c36240LNbQsz+jhA2mLoAMAcawMdULKz7WyRgfAgCjMt6sw365Pnj5Fnzx9iiTp/p+cHbl/wshi1Ta0RW5/8Wcv6alfny8TX8YAcRF0AKAbBbk21ugASAvXX3m0Gppcysu1RtbxLN9wQMfMGG7wyID0xMRzAOhGjt1i9BAAQJJUmGfTyKGFKivK1f0/WShJWrmRfXiArhB0AKAbxfl2o4cAAJ1UlOTpyClD9OH6Knm8PqOHA6Qlgg4AhLS5vVp83RItvm6JJGnR8eOVm8MMXwDp6bR5Y3SwrlUXf/8ZPfnGVq3bVmP0kIC0QtABgJC/LlkbczvHxrQ1AOnrlLmjdekZwaYF9z21Vjf86R3V1LcaPCogffBVJQCEbN59OOY23dYApDOrxayrzp2h80+apL3VTfrBH9/WF259SUX5dv32O6dqSCmtp5HdqOgAQMiUMaUxt6Nbtt7ypeP05x+eMcAjAoCelRblaObECl17xVFauGCcGprd+uE9bxs9LMBwBB0ACGlodsfcjt6aYu60So0cUjjAIwKAxJ1+9Fh9/dI5kqSqmhbd9chKYwcEGIygAwAhLnds5yI24QMwGF33mXmSpNdX7FZ1HWt2kL0IOgAg6cN1VVrpjN2PwkzQATAInTp3tO694Uz5A9LSFbuMHg5gGIIOAEi69W8fdDpHLwIAg9XwigJVludr78Emo4cCGIagAwCSzHFSzYJZIwwYCQAkR1G+TY0tHqOHARgmofbSDodjtKTvSponaY6kAkmnOZ3O1+Nce5akWyUdKalR0hOSvu90Og8nZcQAkAI2q7nTGp2Jo0oMGg0A9F9Rnl1NLe6eLwQyVKIVncmSrpDUJOnVri5yOBynSnpO0m5JiyVdL+l8Sc86HA6qRwDSls3CjygAmaWQig6yXKIbhr7pdDorJcnhcFyoYHiJ5w5JayVd7nQ6/aHr90t6SdKlkh7t12gBIEVs1mDQKcizqbmVDwYABr+ifLuaWqnoIHslFHTCoaU7DodjlKRjJF0Xfb3T6XzZ4XDslfRJEXQApCmbzSJJcrm9uuvaU5QTug0Ag1W4ohMIBGiXj6yUaEUnEbNCv66Nc9+aqPsBIO2Ep655fQFNHl1q7GAAIAkK8+zy+wNqdXmVn2szejjAgEtm0KkI/Vob575aSXN7+4Rr18bLTACQfG1tbZKk6WPytGLFCoNHg67wdwMkrqa6WZL03ocrVVqQzI98wOCQin/1gV6e79KsWbOUk5PTz+EAQHy1DW365p2v6bOLZqimcY+mjSvTz685MbJeB+llxYoVmjdvntHDAAYNt32/nvrgQ42f6NAkKtXIQC6Xq9vCSDLfzWtCv1bEua9c8Ss9AGCYZeurVN/k1h8e/0iStPtgEyEHQMYoyg9OV2ui8xqyVDLf0deFfo23Fme24q/dAYBe8Xj9+tVDy/Xux/v6/Vxlxbkxt2kxDSCTFOXbJUmNdF5Dlkrau7rT6dwjabmkz0TvmeNwOM6QNErSf5P1WgCy12d+8rzeXLVXtz2wrF/PU13XqnVba2LOWSx0JQKQOYoLgkHnYG2LwSMBjJHwGh2Hw3FJ6PCY0K+nOByOIZKanU7n86Fz31dwz5xHHA7HXySNlHS7pA8kPZ6cIQPIRuH2qK0ub68e9/GWan20qVpXnTsj5vwXf/ZSp2svPWNqv8YIAOmkrDhXY4YV6uMth3TxaVOMHg4w4HpT0Xk89N/3QrdvDt3+U/gCp9O5VNInJI2X9Kyk34R+XeR0On39Hy6AbLR9X73Ov/4prdl6qNeP/dGf3tXjr25O6NrzTpjQ6+cHgHQ2ZliRqmqo6CA7JVzRcTqdCc3pcDqdL0h6oc8jAoAO3luzX5K0fP2BPj/Hh+uqdP+z63TG0WP1ydM7f7M5aXRJn58bANLVsPICLVt/QH5/QGYz03ORXVh5CyDt+QO97k7fyd3/WqndB5p0/7Pr494/bVx5v18DANLN8Ip8ebx+1TW2GT0UYMARdACkPb8/GHT21zT3+Tkao9qrPvfu9n6PCQAGg8qyfEnBBixAtiHoAEh7Lk9wiV9Vh6DT28YEYX/6z8edziWjagQA6SY/N7hKoaWPPy+BwYygAyDteTx+SdKBDi1Sa+qT9w1luGoEAJkkLycYdPr6xRAwmBF0AKS9Q6FA09IW+0bd0BzcBM/j9esbv35NK50H+/waBB0AmSgcdNoIOshCBB0Aaa2+yaVlHbqt5dgtkqR124IbftbUt2rH/gb98d+r+/w6PoIOgAxERQfZjKADIK05d9Z1OveVC2dLkrbva4g535fGqabQgwKs0QGQgXJDQefPT6zRwTr200F2IegASGvxvoXMz7VpwshiuUNNChLNKHMdlZHj048eI0kqLcyRJPn9/RwoAKQhu7X9o94/X9ho4EiAgUfQAZDW2ty+Tue8Pr9ybBZ9sK5KS5fvli+BlDJrUoVOPHJk1PMGA1RJOOhQ0QGQgUym9lq3x8s3OsguBB0AaS0cSCaMLI6c8/kDkXU6dz2yMvLmbepm7ppjbJmsUd9slhfnSpLGDi+SRDMCAJnP6yPoILtYjR4AAHQnHHRybJbIOb/frxxb+4+vRN68zWaTrOb2oHPpGVN1xOShCgQCenPVXio6ADIeFR1kGyo6ANKay+2TxWySxRL8cWW1mHTc7JGy29p/fLW0xu8mFP2mbjaZZLW2l3zycqw6bvYImc3Bc1R0AGS68LpGIFtQ0QGQ1lpd3kjXIEm69SvHqyDPprdX74ucq2lokySZQn3XdlU1aN32Wt0T1W7aZDJF2qxK7Qt0w0GH9tIAMl147zEgWxB0AKS1xmaPivPtkfbP4YW1Zx87Ti++v1OSVBsKOmHf/f1bnTYXNZukmRMrNGtShc49fkKkQpRnD/4YLMy3pfT3AQBGO9zkMnoIwIAi6ABIa40tbhUV2CItpM2hoLP4pImdg05oZlrHkCMFKzc2q0W3XXNizPlZkyr05QtnR9pNA0CmamhyyecPyGLuy65jwODDGh0Aaa2hxa2imIpO8Hx+TnsFpqa+tcfnMXXRks1kMmnxSRNVkEdFB0BmCn+R4w9IDc1UdZA9CDoA0lpDs1tFBXZNHVcmSSoutEuShpTm6qz5YyVJ7368X1J7teeUo0Z3ep7uWk8DQCa79oq5uvaKuZLib8IMZCqCDoC01tjsVnG+XV/4xEz99junauSQQknBSswVC6d1ut7nD8hm7fyjzUzSAZDFwj8XaTGNbELQAZC2PF6/Wl1eFRfYZbWYNXFUScz9uTmWmNt7q5t04XefUlNr585CZuakA8hi4U6THg9BB9mDZgQA0lZTSzCwFBXY494fvYlotPomt8xmk67/9DwFFNCvHlqhIyYPSdk4ASDd2UI/L91e9tJB9iDoAEhb4T0fivLjBx2b1SyzKbjANlqry6tRQwt10lGjJEknx1mzAwDZxM7UNWQhpq4BSFsNoYpOcRdBx2QyKcfeuarT0uahfSoARGGNDrIRQQdA2mps7n7qWrToXHOwrud20wCQTezhqWsepq4hexB0AKStxnBFp5ug0+oKvmmbzbE/znbsb0jdwABgkKGig2xE0AGQlpZvOKA/PL5aUu8rOgCAWDYrFR1kH4IOgLT05yc+jhx31V0tmptvKQGgS+GKjrdj9xYgg9F1DUDa8PsDcnt8qj7cqqqaFqOHAwAZI9ygxcuXQsgiBB0AaePhlzbq0Zc3xZwbN7woocd+8rTJCgSkLXsO6+Mth1IxPAAYtKyWYEXH5yfoIHsQdACkjaXLd3c69/P/PaHbxzxw09lat7VGxx8xQhaLWT+97/1UDQ8ABi1reOqaj6lryB6s0QGQNsymzh0FSgpzun1MeXGuTjpqlCyhbytHVwYrQL/65knJHyAADFLW8NQ1HxUdZA8qOgDSRryg01ufXTRdc6YM1bRx5UkYEQBkBjNBB1mIig6AtGFOwk8km9WsudMq+/9EAJBBTCaTrBYzzQiQVQg6ANKGKQkVHQBAfFaLST7aSyOLEHQApA0zu34CQMpYLGamriGrEHQApI3CPFvM7duu6b7jGgAgcTaLma5ryCo0IwCQNvJz24POgzefo9Ki7juuAQASZ7GY5KOigyxCRQdA2nB7fJKkb10+h5ADAEnG1DVkG4IOgLTh8fo1Z8pQnTl/nNFDAYCMYzWb9MbKPUYPAxgwBB0AacPl8clusxg9DADISBZLsMU0kC341w4gbXi8Ptls/FgCgFSYP2O43F6/Xv5gp9FDAQYEnygApA23x68cKjoAkBI2a/Dn6+8e+8jYgQADhKADIG24PT7ZrPxYAoBUsFrb9yo73OgycCTAwOATBYC04fb6WaMDAClii1qf89GmgwaOBBgYBB0AaaGp1aPmVo/sVHQAICWsUT9fD9S2GDgSYGDwiQKA4TbtqtMVNz4nSZo0utTYwQBAhgoE2o/rmLqGLEDQAWC4jTtqI8cnzRll4EgAIHOFN2WWpNqGNv3zhY1UdpDRCDoADOf1BXq+CADQL26PP3L83pr9+tfLTv3rJaeBIwJSi6ADwHBtbq/RQwCAjOeKquiEHayjooPMRdABYKgtew7rEb5RBICUCwQ6V89bXXzRhMxF0AFgqCdf32r0EAAgK1x+5lR94sQJmjWpInLO4/V3uq6uoU1Ll++Wz9f5PmAwIegAMNSQ0lyjhwAAWaEw366vXHSEivLtkXNNrZ6Ya/z+gK665UXd9chKbdxZN9BDBJLKavQAAGQ3GhEAwMCKruI0t7q1cUetigvsslkt8vja1/E0tbiNGB6QNAQdAIZqdXlVXpyjn1x9rOw2i9HDAYCMFx1gWl0+fff3b0Vuz3VUtt/n7ty8ABhMmLoGwFCtLq/ycqyaNLpUY4YVGT0cAMh4JpNJkmQ2mzrdt9J5MHJ85z9XyLmzttM1UrCxwc6qhtQMEEgSgg4AQ4WDDgBgYIS7r/30y8f1eO0bq/bGPf/C+zv19V+9pjVbDiV1bEAyEXQAGKrV5VUuQQcABow/FHRybBY99ovzur12eHl+3PNb9xyWJO2pbkrq2IBkIugAMBQVHQAYWP5wDxiTlJdj1YSRxZ2u+dIFsyR13TAmPP0t3t48QLog6AAYcC1tHv3gj2/r30s3a9veeoIOAAygKxY6ZDabNKYyuC4yugGBJM2cWKHzTpwoSXK5428oGso5CvgJOkhffLoAMOBWOau1bluN1m2rkRScPgEAGBjzZwzXkl+dH7l98WlTZDKZ9O+lmyVJP/zcMbKYTbJbzWrrovOaOZR0yDlIZwQdAAOuqTV2b4Z4nX8AAAOjuMCuz503Q4tPmiiP16+SwhxJktvr139f36LPnDOtU/v/8E9tpq4hnRF0AAy4Vz7cFXOboAMAxisvzo17fs3WQ5o3bVjk9uLrlkSOqeggnbFGB8CAy8+1xdy2WvhRBADpyuP1657/rNbhRlecCg5JB+mLig6AlHHurNXUsWWR7jxhPr8/5rbZREUHANLVvU+u0cG6Vrk9Pn35wtkx93m8/i4eBRiPr1EBpMSarYd0/e/e0pNvbO10X8c3RgtT1wAg7dz+9RMlSQfrWiVJry7brZ37G2Ou8TF3DWmMoAMgJZpagg0H1mztvGt2x6ATXvgKAEgfY4d33l/n5/d/EHPb18U+O0A6IOgASInwdLTmVk+n+zoGnfNPnjggYwIAJM4ap9pe3xTbNbPjVGQgnRB0AKREa2jvhfXba/XLfyyLuc/ra39jPGv+WJoRAEAasiTws9lLRQdpjE8XAFKi1dW+m/Y7q/fF3Bdd0aG1NACkJ6ul55/PVHSQzgg6AFKiLSroSMFN5dyeYJUnOuh07MgGAEgP0T+fr/vMvLjXsEYH6YygAyDptuw+rG1762POLXlzqz75g2e0cWetvD5/ZJftmRPKjRgiAKAXTjlqVNzz0VORgXTDPjoAku7au9/odO6VD3dJkr77u7eUl2PVwvljdeKcUZo5sWKghwcA6KWuqu9+2ksjjVHRAZBUi69bEvf8zqr2vRdaXV4NLcsj5ADAIEdFB+mMoAMgaXrzzR4hBwAGt7wcC2t0kNYIOgCSprHF3fNFIY5xrM0BgMHkbzcujBw/ccdiDSnNl4+pa0hjBB0ASXO40ZXQdXk5LA8EgMFmaFme8nIssphNslrMsphNTF1DWuPTBoB+a3V55XL7VNfYltD1NivfsQDAYPTgLYsUCASrOFaLiYoO0hpBB0C/ffPO11RV06LrPj03oesJOgAweOTaLZHjHFv7scVipqKDtEbQAdBvVTUtkqTDTe1T1xYdP14Halu0cuPBTteHNw4FAKS3f/50kayW+K2lLWYT7aWR1vhaFUDSRK/RGVNZpG9ffpTmTavsdF1ji2cghwUA6KPiArvyc21x77NS0UGaI+gASJoVUdUbu82isuJcfevyowwcEQAgVSxmE+2lkdYIOgCSZsf+hshxQV5wZmxJYY5RwwEApJDFYpbP79fyDQfkYkoy0hBBB0BK2K3BBatmc/y53QCAwc1iNmnLnnrd8tf39Y/n1hs9HKATgg6AlIgXcK46d7oBIwEApILV0v4x8mBti4EjAeIj6ABIieigE+7Y09WCVgDA4GOJ6sYWruID6YSgAyDp5joqNXNiRdSZ4JthaWi9jonZbAAw6FmivtBijQ7SEfvoAEi6W758XNzzhfnBik705nMAgMEpeuoakI4IOgCS6ksXzIpzNth+dEhpniaPLtEVC6cN7KAAAElniQo6VOqRjgg6APrF442drnDa0WO6vLYg16a7rj01tQMCAAyI6KlrgajtdNZuPSS7zaKpY8sMGBXQjpojgH7Zub8x5rYtzlSGwny7JCk3hylrAJApopsR+PztSeeH97yj6377phFDAmJQ0QHQL7UNbTG3rdbOQee2a07Q8g0HlGvnRw4AZAqruf3nvdfnN3AkQHx86gDQZ4FAQDX1rTHnLHH2zxldWaTRlUUDNSwAwADwRIUbf1RFB0gXBB0AfXbvkrV6+q1tkoKNBg4dbpWJFakAkBUam92RY6/Prza3Vxt31Bo4IiAWQQdAn4VDjtVi0t3XnqID7IwNAFlj2vhyvb5yjyTJ5wvo7n+t0jur9xk8KqAdQQdAnwQCsdMUSgpzVBLaEBQAkPnOO2GCrBaz/vD4R2pu88i5us7oIQEx6LoGoE92H2jvtnbOceONGwgAwDBnHztOC2YO156DTUYPBeiEig6APvlw/QFJ0s++erxmTRpi8GgAAEaxxtlWAEgH/MsE0CcPPLtekjR+RHHcTmsAgOxgjvMekMjbgs/n13+Wblab25uCUQEEHQD9lJ9LYRgAspnb4+t0rqI0r8fHvb16n+5/dr3++cLGVAwLIOgA6B+b1WL0EAAABvJ4O28W6vP1vK9OuKnN0uW7kz4mQCLoAOgDHxvDAQBC4gYdf/BcXWObfvSnd1TX2Nbpmhx78IuyhmY309eQEgQdAL3mCr0hjRpaYPBIAABG67hP9ElzRskbqui88O4OfbzlkJ59e3unx0XPCDjc6ErpGJGdmFwPoNdc7uB87MUnTTJ4JAAAo9lt7YHljGPGqDDPLn+oopOXa5Mktbg6V2z8UbMDXHHW+QD9RUUHQK+F35By7azPAYBslxMVdHLtVlktpkhFJ/w+0dLmkRRcl7PKeVBen18eX/uUt3gNDYD+oqIDoNfa3OGgw48QAMh2p8wdrXc+3idJOm7WCK3Zdkhen19+f0B/fmKNJKmlLVjR+cKtL6mmvk0zJ1ZoUdRm025P53U+QH/xKQVAr4UXjeZQ0QGArHfc7BF68o7Fkskki9mkLXsOKxCQDta1yBuq2mzZc1guj0819cGmBOu21WjhgrGR52DqGlKBoAOg1558Y6skgg4AIMhiaV8NEd5frb6pvcFAdV2rautjO695vO1rdJi6hlRgjQ6AXntndXCKQvS8bAAAJCkvJxR0mt0x5w/Vt8bc9rJGBylG0AHQK9FdcmhGAADoKBx0GpqCQefYWcMlqVNFx0fQQYoRdAD0SnSXHJoRAAA6yg+1lH7kpY2SpKJ8u6Tgmp1oH6yrihyHu7QByUTQAdArVTXNkePcHIIOACBWuKJzsC44Va0wFHT+8dyGmOs+3nIocrxs/YEBGh2yCUEHQK985643IsdF+TYDRwIASEfhZgRhdlvPHzc/XF+lp9/aJo/Xr0CA6g6Sg6ADoFfc3vapayaTycCRAADSUV6Han+ijWv+8uQaXfz9p7V0+e5UDAtZiKADoE/OPnac0UMAAKShvA4VnUmjS2M2B+1J9NodoD8IOgD6pLIs3+ghAADSUMcKTn6OVUc5hkqSyotz9PSdF3T7+I4VIaCvCDoA+iS6LSgAAGEdpzVPG18umzUYfsK/diefoIMkIegA6JOCPBoRAAC6d8yMYZIkmyX4kbPj0s54Sz07Tn0D+oqgAyBhgUBAJpNUWpSj806YYPRwAABp7pgZwc1CrdZw0IlNNgsXdF7vydQ1JAv/kgAkrKXNq0BAuvjUybJY+J4EANC9c0KNa2yhoGMO5ZzT5o1WSWGOPn/eDL34/k6jhocMR9ABkLDGFrek9l2uAQDoTriCY+tQ0fnOp+d1+Rifn310kBwEnSger08er1/5uaw9ADry+wP68Z/flSQVFxB0AABdW7hgnOoa2yK3zaGAk8j2az4fQQfJQdAJ2bLnsG65930dbnLpd9edqgkjS4weEpBWnn93u6pqWiRR0QEAdO8bl82JuR2OLvE2mv7ulfP0wboqvblqryTJ56erJ5KDSfYh1971hg43uSQFd+YFEGv7/obIcVEBVU8AQO/ZrZ0/ep581GhNG1ceue2looMkIejEsXZrjZa8udXoYQBpJboLTnFBjoEjAQAMNmOHFemiUyfr+1cdE/f+ipLcyDEVHSTLoA86gUCg3xsXtrR5JEnjRxTrd9edKkn665K1amr16IX3duiVD3f1d5jAoBduRCCxhw4AoHfMZpO+uHimhlcUxL3/uNkjdMuXj5MkPfXmNrk9voEcHjJU0tfoOByOoyTdJGm+pBJJOyX9Q9JdTqfT1Z/nDgQCWretRjMnVkTmeP7t6XV6/r0dmjG+XKs3V2v25CHatrdeD96ySBazSS1tHu0/1Kxf3P+hCvPsuv0bJyrXHvvbPlAbXHdw2ZlTNWFkieZOq9TKjQd1xY3PRa6ZMqZU40YU92f4wKDW2OyJHFvMCawmBQAgQSaTSXMdlZHb767Zr1PnjjZwRMgESa3oOByOaZLelTRe0rclLZb0X0k/l3Rvf577H8+t1/nXP6Uf3vOOPtpUHTn/yoe75HL7tGpTtfwBafXmQ2ps8eg/SzdLkm740zv69l1v6GBdq7btq9djr2zq9NzhoDOsPD/4mM/P73TN13/9Wn+GDwx6jS1ujago0C+/dqLRQwEAAOhRsqeufUpSrqRPOp3Ox5xO51Kn03mjpIclXeFwOHo136WlzauNO2tV29Cmx1/dHDlffbhVe6ub9Kkbn1NTqyfuY99ctUeHDrdq6576mPMNze6Y216fX0uX75akSDk1x2bRFQsdnZ7zqptf0J6Djaqpb+3NbwPICE2tbk0cVaKZEyuMHgoAIMMxcQDJkOypa+HUUd/hfH3ovl5NuPzmna/pcHPnhzzw7PpIYDnxyJH6xmVz9P7aKuXlWPTC+ztlNpm0cuMBPfj8hk6P9XfYhOq15bv13pr9kqSi/PYcdtzsEXrkJaeuPn+mPlx3QGu2HlJdo0v/e/tSSdKSX50vM/8XIos0NntUmM/aHABA6pnEZyz0X7IrOg9KqpX0J4fDMcHhcBQ7HI4LJH1O0p1Op7NfXQNu/tKxktqrMo6xZfr+VccoP9em048eo+Nmj9QtXzpOCxeMkz8grXIeVFG+PWY9wcsf7tKbq/ZEqjIrNh6M3Bfd233CyBLdd+NZuuDkSbro1EmdxrJ+e01/fivAoLLnYKMON7k0amih0UMBAGQBF80IkARJDTpOp3OXpGMlzZC0TcFKzpOSfud0On/cl+esDK2bGVaer7mOSs2a1D5tZsGs4XEfM2ZY8MNYXaNLE0YW68z5Y4PPVZYnSfrVQyv0+Z++pHc/3qd3Pt4nKf4GiJVl+TKZTBpdWdTpvv+8tkU/+9sHqqpp7stvCxhUwlVPFoYCAFIp/Hmsze01eCTIBEmduuZwOMZJelpSlaSLJB2WdIqkHzocDn9fws4Jjhw9t7xVl59YrJUrV+qcI+w6YWqlrGaTyosatGLFik6P8URtNNXa0qT543M0ZcgwPfxGbBXmtgeWSZIWHlWiORML4j5X2BfOHKq/v9LeBGH5hgOSJHdbgy5YENzkavmWJr2/sUmjKuw6Yny+3t3YqAsWlKs43yKfP6AWl19FeZbe/hEAhnNuPawcm0nbNq8zeijIct39nAYw+H357Ard+cR+bd2+Uyvy6oweDga5ZK/R+aWkIklHOZ3O8Ir91x0OhyT9xOFw3Od0Onck+mRDS/P1xUtO1hcv6f1A5q/x6cP1VTpy2hjNP2aGJGnV7mV6Z/W+Ttdedu78SMe1rsyT9PdXlnQ6v2pri665/Hjl2Cy6+eEXJUmHGrxavT3Yye03T+7XH797mn7/2EfauLNOC2YO1w8/d4wslkG/hRGyyJubVqq40Kd58+YZPRRksRUrVvBvEMhwfn9Av3nyKVUMHa5586YbPRykOZfLpbVr13Z5f7KDzlGS1keFnLDlCk6TmyZpR6JP9uOrF/R5ID++eoHWbauRY1xZ5NzXL52jE2aP1B0PLY+5trw4sV3e773hTFktZn2wrkoPPLtOZxwzVs+8vV1f+sUr3T7ua79qb039wboqXfi9pzXXURnZGAtId82tHhWySSgAIMXMZpNybBa53KzRQf8lu6ywT9Ish8PRsTwS/kS/tzdPlp/bvxw2c2KFrFGVk8I8m046apSevvMCHT19mCRp4YJxslkTm042vKJAQ0rzdN4JE/TYLz6hzy7q/E3D+SdNjBw/dMs5Oiu0PkiSvnrR7MjxSudBPf/ejt7+loABd9cjK/XBuqq469gAAEi2XLtVbQQdJEGyKzq/k/SEpBcdDsfdCjYjOFXS9yS94nQ61yT59fpsxcbgGps1Ww/1+Tnyc20aN7xIO6saJUl3XXuKxg0v1oSRxSopzFFJYY6+eflRam7zaP22Wp17wgSNG1GsukaX7nhwud5atVeLjhufjN8OkDLhfaZmTGD/HABA6uXYLWpz0YwA/ZfsrmtPSjpLkkvSPZKWKNiU4FZJFybztfpr5JBgZ7avXnxEv57nu589WscfMUL/+tm5mjy6VDarWWfOH6djZrR3hPv+Z4/R33+yUCaTSbMmDdFJc0bpzGPGas3WQ3ryjS39en0glT53ywuR49KixKZ4AgDQH7l2i9rcXi1bX6XF1y1RXWOb0UPCIJXsio6cTucrkrpftJIGbv3K8dp9oFFzHZX9ep5xw4v1w8/N7/Yas9kkc4eNr044cqReWbZL9z21Tpt3H5bFbNL5J0+Sz+fXhh11uvCUznv3AAOttsEVOWZ/XADAQAhPXbv/2fWSpAO1LSoryjV4VBiMkh50BouhZXkaGtpXxwhHTx+mL184W395co3eXBVcuvTaij2R+/+9dJPqm9wqLrDruk/Pi2x6Wl6SqzHDOu/rAySbzxe7v2/0hroAAKSK3WaRx+tXXejLNgvftKGPsjbopINFx49XS5tH86YP09Llu/X0W9si99U3uSVJDc1u3XTvezGPO272CH390jkqLmBxOFKn40LQ8SOLDRoJACCb2G1mNTS7I7d9UfsjvvLhLs2aVKHhFQVGDA2DDEHHQFaLWZef5ZAkTRhRrLMXjFNxoV1X3Rzcj6e4wC6/P6CmVo+mjSvT2ceO128fXaX31uxXS5tH13zySI0cWmjkbwEZLHpX6lFDCzRtXLmBowEAZAu7zSK3x6fGlmDY8YRmGNQ3ufTbR1dp0ugS3X3tqcYNEIMGu1amCYvFrHEjilVWlKsffWG+rjxnmh665Rx99txgC+v8XJvOnD9WN/3PsZKk1ZsP6Su/fFWPv7qp03O98uEufbylekDHj8yzr7o5clzK3GgAwACxWc2RjrZS+1TqXQeC55jIhkRR0UlDx84aoWNnjZAkHT1tmEoK7bpiYbDyc/T0YfrNt0/Wd+5+U5L0n9e26KQ5o1SUb1dBnk2bd9fpt4+ukiT94HPH6LGXN8ntDU5B+uLimZoxoUIFbPyIBPzx36sjx+u21Rg4EgBANsmxxe5v6A1NXQtvIppj5+MrEsO/lDRXWZ6vh25ZFHNuypgyPX3nBXr0Faceen6jvvSLV1RcYNd9PzpLt/9jeeS6Xz6wLOZxP73vAxXk2fTQLefEbKQKxDN2eJH2VjdJkj5xwgSDRwMAyBY2a+xnlJ37G1RRkiuP19/FI4D4+LQ7iJ00Z5TMJmnMsCI1NLt16Q3P6kBtiy46dbKmj4+/nqK51aOLvve0dlU1KBAIxL0GkIL/VsJOOHKkgSMBAGQTe4eKzv3Prtc373xdPn8w6JjpAooEUdEZxEYOKdSSX1+gljaPLv/Rc5Hzl50xRXWNLv176WZ9+cLZysuxymw2acXGA7r53vclSV/71WuSpG9eNkfzpg9TeTFrMBDr0OFWTRpdoiljyroMzgAAJFvHoBPmDVV0yDlIFBWdDJCfa9OPr16gonybSgtzVJhv15hhRbr2irkqyLPJHOo/f9TUSl25aJomjS6JPPZ3j32kr92xNO7zrttWE7fZATLb029t04bttTpU36bZk4boa5ccKQtTHQEAA8Rujf+e4/UxEwW9Q0UnQ8yfMVwP3nyO/N1MRzObTbr8TIcuOX2qag636u3Ve/X3Z9arqdWjB55dr7HDi3TPv1dr8phS3XT1sfrBH9+WJL2+co9+d91pbNiVJf7y5JrI8aRRJd1cCQBA8nVZ0fFR0UHv8DVtBrFYzLJZ4/9wiLnObFJleb4uPGWyLjxlkiTp30s36zcPr1Sb26e1W2t06Q3PRq7fVdWopct2qdXl1c/+9oGuvet1HaxrSdnvA+ljxsQKo4cAAMgyXVd0gkGnsdmjx1/dJL+fCg+6R9DJYmazSVefP0vfvXJe5PbnzpsRc83vrz9NZUU5+t1jH+maO5bqg3VV2rKnXlf/7GVde9frdEDJMB0bVFSU5Bk0EgBAtrKFKjp5ObETj8JT17btq9c/ntugddvZ+gDdY+oadPJRo3XyUaMjty85fYpeX7Fbo4cVafyIYn3/qmP0gz++rUOHWyVJRfk2NbZ4tGVPvT7eUq1504YZNXQkWfjbsjCmKwIABlp46lpBrlWtLm/kfFOrO+a6Vz7cpeHlBRpaxpdyiI+KDuI6dd4YTR5dKkmaObFCN/3PsRpalqc7v3Wy/vnTRbrzWydLkpZvOGDgKJFsLg8VOgCAscJT13wdpqY9+nJsg6Sly3frR396Z8DGhcGHig4ScvT0YfrbjQsjt6eOLZNjXJmeeXu76hpcmjq2TJ84cUKXCwgxOHg8vshxx2mMAAAMhPBniY5BJ57q0GwTIB4qOuizL10wS5L0zsf79Pdn1unVZbsMHhH6yx215uqY6UxJBAAMPLstfkUH6C2CDvrMMa5cnztvRmSz0Qef36A2t7eHRyGduaMqOjl2qnMAgIFnD3WQ9ft7nk5Nq2l0h6CDfrnk9Cl64Kaz9ZWLZquxxaNv/Po1o4eEfgh30Vt80kQNrygweDQAgGwUmbqWwAah5Bx0h6CDpDjvhAmSpKqaFr2+YrfBo0Ff7T3YJEmaN63S4JEAALKVrYtmBD15ddkuLb5uiRpb3D1fjKxA0EFSmEwmnX/SREnSkje3Gjwa9NUdDy2X1D5tAACAgZbTi2YE0Z56c5sk6UAtm5ojiKCDpPnShbN1xOQh2rKnnsYEg1BLmydybLPxowEAYIxevQdFLdLxhza9Zg84hPFpBkl1zSVHSpLu/tcqvfTBToNHg9544b0dkWMqOgAAo8R7D3r41kX6xmVzdMKRI2PORzcjCFeAzHQoQAhBB0k1amihTps3WpL0+8c+UkMz82QHi78/sz5yHJ4fDQDAQIu3J19hnk0LF4yT1Rz7/hSImt1W3+QKHpBzEMKnGSTdFQunacqYUknStXe/oWfe3qZAgF74gwkbvwIAjGK1tCeVI6cMkRRcCyxJHXJOzOeL8JergYC0Zc9hrdlyKMUjRbqzGj0AZJ4RQwr08/89QZ+68TkdrG3Rn59YozHDinTklKFGDw0JslPRAQAYxGQyqaTQrk+eNkXnnjChvVIjqePWOj5f8MQq58GYc9fe9YYk6ek7L0j9gJG2+DSDlMjLseofN50dmUv7+8c+MnZA6FZzqyfmtpWgAwAw0EO3LNJFp05Wjs2iyrL8yHl/hxki4cZsN9/7XuRcb7u1IXPxaQYpU1KYox9cdYxOnTdaB2pb6Gufxh5+cWPM7Vw7xV4AQPrxdSzpKDh9LTrb+Ak6CCHoIOXCm4ne/cgqg0eCrjz1VnDvgXu+d7qevvMCmhEAANKSz9c5xNz9r9jPF9EVHbfHl/IxIX3xaQYpN21cuY6aOlQrnQdi5tki/YwZVmT0EAAA6FK8aWlLl+/ucE171aelzZvyMSF9EXQwIP7nglny+gJ6ddnuni/GgAp3rLn0jCkGjwQAgO55vD1XaKKrPh3X9CC7EHQwIMYOL9b08eW6/9l1qmtsM3o4iLJjf4OkYAMJAADSWZsrgaATVfVhvU52I+hgwFx06mQFAtIfHlutj7dUJ/StjCQ98pJTP/rTOykeXfb65p2vS6K8DwBIfy2u4HtVvFkIoa12Ii2nJSo62Y6ggwFz3OwRkqQP11fpR396V397al2na/ZVN+nVZbsitw/WtejhFzfq4y2H9OQbW7TvUNOAjTfbtLoIOgCA9NbmDr5XnX3seH33ynkx9xUX2CVR0UE7gg4GVPQ3MNtDU6bC3B6fvvLLV3X3v1ZpV1WDXl+5R1f/7OXI/fc9tU5fue1VrdtWE/lBh+SxRO1EDQBAOvryhbNVWZan8uJc2ayWmPuK8oNBJ/ozAhWd7MakfAyoq86doavOnaGf/PldrdpUrT88/pHGDivSCUeO1D9faN/L5Wu/ei3mcXOmDNVHm6slST/449uSpK9feqTOPnb8gI09U+XlWNTq8unTC6cZPRQAALp17KwROnZWcIZIx60QTjhipB59ZZPuitrOgpyT3Qg6MMSwigJJ1Xrx/Z2SpHuXrI173Xc+PVczJ1aosixfr3y4S799tP2H1x8eX635M4errCh3IIackd5ctUetLp+uOne6CvJsRg8HAICE2W3tQed/P3mEZk6s0KOvbIq5hqlr2Y2pazDEOceO6/K+U44aLUn66kWzddq8Maosy5cknTl/rP5w/Wkx1y55Y6vue2qtDjeyP09f/O6xjyRJY9k/BwAwyNijpq5NH1+u0ZXB97KKkvYvQAk62Y2KDgwxaXSp7v/JQn37N2/IZJK+evERGjGkQKWFOSorztXZx43T9PHlnR43bkSxfnHNCbrhnmAXtv+8tkWS9OQbW1VenKP7blwoq4X8nqgjJg/RsvUHNH/mcKOHAgBAr+TY24NOfq5NFrNJjnFlMZuT/+bhlbrjmycpx2aJ9xTIcHwihGEqSvJ0/01n6+8/XqjjjxipCSNLVFYc/BZm9qQhXQaW2ZOGaMmvzu90vrbBpSde35LSMWcSj9evZesPaO60SplMNCIAAAwu0VPXw3vB2a0WNTS7I+e37avXW6v2DvjYkB4IOjCUxWySpQ8VGLPZpNuuOUHXXHKkvnrR7Mj5fzy3Qas3VSsQCGjTrjo9+oozmcPNGPuqm3Tx95+WJHm9/h6uBgAg/YTbSUvtQcdmNXfaF66lzTOg40L6YOoaBq1Zk4Zo1qQhkqSzFozTJ3/wjCTpxj+/G3PdvGnDNHl06UAPL63d9sCyyPHnzpth4EgAAOgbs7l9NkK4A1vHTmxS+yajyD5UdJAR7DaL/vT90+Ped+1db7AYMcr2ffXaEdrDaM7UoZo6tszgEQEAkBzWOEGHzwDZi6CDjDG6skhP3LFYv7/+NP3txoUx913w3afk3Fmrg7Utqqppls8XO13r2rvf0DNvbxvI4Rrmm3e+HjkOd7QDACAT2OMEHR9BJ2sxdQ0ZxWoxa/yIYknSrV85Tn6/dNO970mSrv/dW5HrJows1o1fWKDK8nx5vH5t2X1YW3Yf1qHDrRo3olinzRtjyPhTLdBh57Srz59p0EgAAOi/u759ig5HdVmzWTt3V3N7fJ3O7TvUpG1763XikaNSOj4Yi6CDjDVnaqUk6ejpw7R8w4GY+7bva9DVP3+502PC7aoP1rZo6956/eCqY9TU6lFRvi0jOpPVN7V3ovn99acpP5dNQgEAg9fkMaUxt6NbToe53J2DztfueE1en18n3knQyWRMXUPGu+l/ju31Yx56YaPeW7Nfl/7wGX3mJ8/rpQ92pWBkA6+pNRh0rvv03EjlCwCATFEQ5ws8V5yKjtdHx9FsQNBBVrjvR2fpus/M06M/P1czJ1bEvebYWZ03zXSHWi+/v3Z/Ssc3UBqbgy02C/PtPVwJAMDgU5gfJ+jEqeiEsX4nszF1DVmhsjxfleXBhfe//NqJanN7dekPn43c//vrT9PmXXV6f21V3MeHmxds2lUns8mk11bult8f0CWnT1FFSV7qfwP94PX5tXzDATW3enT3v1ZJat9vAACATFKY1znotLm7bi/t8fpksfOemKn4m0VWyrVb9d/bP6GNO+s0O7QXz5jKQv3usY8i11x5zjQ99MJGSdKqTdVafN2STs/z4vs79c+fLtJfnlijGRPKI4+/+NTJ+sLimQoEApG1PdHHA+mpN7fq78+sjzk3YkjBgI8DAIBUi7f2tLuqjddHRSeTEXSQtWxWSyTkSJLFYtY1nzxCdptFZxwzVpK0YNYIfePXr3X5HB6vX5fdEKwMvbKsfR3Pf1/fIpvVrEdf2aSifJsaW4JTxm7/+omaMSH+1LlUiW5AIEn3fO90lRfnDugYAAAYCDm2zs0IuttHx+tlrU4mY40OEGXR8RMiIUeSxo8o1j9/uqjTdZecPkVFcda5RK//efSVTZIUCTmS9PRbA7tXz5NvbNGm3XXtt391vsYMKxrQMQAAMFBsts4fbT/eckhb9xyOez1NCTIbQQfoQXGBXT/43DEx5z533gw9ePPZOnXe6JhWlr/82ol66tfnd3qO80+aKEl6e/U+Lb5uieqjev6nwrNvb9Pi65bovqfWae3WGknS4784Txbz4G+RDQBAV+JVdCTp23e9Efe8h4pORmPqGpCAE44Yqad+fb5e/nCXTpk7WlJwqtt1n54nSVp83RLNmTpUkmQymfT4befpT//5WNPGlWn0sCLNnjREJ80Zpe/+Prhp6ZI3t+qqc2ekZKwH61r0f0+siTk3amiBcmlAAADIcDZr777Dp6KT2fjkAyTIZDJp4YJxce97+NZFyo2q7OTarbr2irkx10wbX65Hbl2kK378vB5/dbMmjCyRY2xZpBtcTw7UtmhYD9dW1TTrf29fGnPuhCNG6tpPz+3iEQAAZI6uKjpdIehkNoIOkATx1uvEU5hv19HTh2n5hgO648HlkqS//PBMPf/eDr2/dr+u/8w8TR1b1ulxa7Yc0g1/ekff+fRcnTZvTNzn3rL7sK69O1iaP//kifrSBbP7+LsBAGBwsll7F3SYupbZCDrAAPv+VUfrb0+v0/Pv7pAkffm2VyL3XffbNyPHI4cUaOTQQn3n03O1YUetJOmhFzbKMa5MPl9ARfl2+QMB1Ta06doOc4+vXjwr9b8RAADSjD3UjKAgz6bffOtk/fCet1Xb0PW62MONqV0zC2MRdIABlmu36ppPHqnifHukM1s8+w41a9+hZn36x89Hzh2sbdFXbnu12+d//LbzZKbpAAAgC4XX6BwxeYhGDi3scp8cu9Ust9evHfsbNH/m8IEcIgYQQQcwyJWLpmva+HL9/O8f6uSjRmmuo1LlJbm64Z53NGl0ia791Fx9PWoPn//95BFaumy3nLvqOj3XlDGlOu+ECTpxzqhez08GACBT5Ofa9LvrTo1sjN3VHjrhLwTdHt+AjQ0Dj6ADGOjo6cP0xB2LY849fecFkePHf3Ge/vif1Zo/Y7hOmjNK5x4/QZLk8vj0Pz9/WTMnVKggz6YvLp6pgrzOu0EDAJBtJowsiRz7A52Dzpur9qjNHQw4NCPIbAQdII3l5lgjLayj5dgsevDmcwwYEQAAg0e8is6bq/ZGjv/z2hZddOpklRTmDOSwMEDYMBQAAAAZKV7QsVpiP/7e99TagRoOBhhBBwAAABkp3hIdS4eGPS1t3gEaDQYaQQcAAAAZKd4anZFDC2Nuf7CuSi1tnoEaEgYQQQcAAAAZKXrq2hOvb5HfH1BAncNPHfvpZCSaEQAAACDj/e3pdRpeUSCPxx/ZRyfM46X7WiaiogMAAICsUNvQJo/PL1uHPec8XvbTyUQEHQAAAGSkq8+fFXO7scUtt8cnuzX2I7DbQ0UnExF0AAAAkJEuPGWSjpg8JHL7mbe3qaqmuVNFx8vUtYxE0AEAAEDG8vraQ0x9k1urNx9SUb4t5hqPj6CTiQg6AAAAyFjeOCGmON8ec5s1OpmJoAMAAICM5fV2biddXJATc5uua5mJoAMAAICM5fF1rtYU5MXusELQyUwEHQAAAGSs448Y2elcXg5BJxsQdAAAAJCxPr1wWqdzZrNJX/jEDJ06b7QkyefvPL0Ngx9BBwAAABnLbDZpdGVhzLmmVo8uPm2KvnTBbEmSz09FJxMRdAAAAJDR7vr2KTG3/aEKjsVskiT9dcla3ffU2gEfF1KLoAMAAICMltthTY7bE2xQEA46gYD05BtbB3xcSC2CDgAAALLKWQvGSZIsFpPBI0EqEXQAAACQVWZPGiJJMpv5KJzJ+NsFAABA1hhSkhs5NlPQyWgEHQAAAGSNv//k7MixyWSKrNNB5iHoAAAAIOOdeczYuOcJOpnL2vMlAAAAwOD2jcvm6JpLjux03mIxSV4DBoSUI+gAAAAg45nNJpnjVG+CDQl8Az8gpBxT1wAAAJC1mLqWuQg6AAAAyFrRQWdvdZOBI0GyEXQAAACQtaKns331l6+qvsklvz+g3Qcade3db6i51dPt430+v9pcLPJJRwQdAAAAZK2O63auvOkF3ffUWj3w7Hpt2X1YH2+p7vbxtz+4XJfe8Gwqh4g+IugAAAAga1XXtXY699qK3ao+HDxfUpjT7ePfW7M/JeNC/xF0AAAAgCgmk0nb9tZLolnBYEbQAQAAAKJET2fz+QMJPSYQSOw6DByCDgAAALLW2ceO63Quuojj9wdU3+TSnoONna7zeP0x1yG9EHQAAACQtebPGC5J+tRZjsg5k6k96ax0HtSVN72g/719aafHvvj+jshxopUfDByCDgAAALLW/JnD9dgvztO08WWRczX1bZHjx1/d3OVjW6PaSnt9/i6vgzEIOgAAAMhqeTnWhJoOdJyelpdj7fI+GI+gAwAAgKxnMff8sdjl8cXc9vraww1T19IPQQcAAABZr+PGofFET1WTJI+3PfgwdS39EHQAAACQ9ayW3gcdKjrpjaADAACArJfI1LUP1laprqG9UUF0FefNVXup6qQZgg4AAACyniWBis7fn1mn7//h7cjt6H10Hnh2vZ54fUtKxoa+IegAAAAg6yWyRkeS9tc0a/F1S3SgtqVTBafj1DYYi6ADAACArJdIe+lo2/bWy+uNDTrFBTnJHBL6iaADAACArNfdGp1zjx/f6VwgEOhU0cnPtXa6DsYh6AAAACDrFeTZurxv5NDCTuf8gUDMGh1JCtB4La0QdAAAAJD1igvsevjWRXHvG1qa1+mc2+OTp0NFx+en61o6IegAAAAAkory7TLFWaozc2JFp3Mtbd5Oa3RoL51eCDoAAABAyMO3ntvpXElh5yYDcSs6PuaupROCDgAAABBS2M1anWguj19er1/WqP13qOikF4IOAAAA0Etuj09en1859vZOa15fQL98YJnWbD1k4MgQRtABAAAAotz0P8fqW5cf1e01bq9PHq9fOTZL5Fxji1vvfLxPP//bB6keIhJA0AEAAACiHD19mM6cP7bba5paPNq8+7BaXZ7IOZfbJ0myWPiInQ74WwAAAAB66e3V+yRJrS5f5Fyb2ytJMet2kDxb9xxWfZMr4evZvhUAAACI4w/XnyazuYvQEmd30FZXOOhQS0iFb9/1hiTpv7d/QjarpYerqegAAAAAcY0bUawxw4okSRUluZHzZpPkjxN02lyxU9d2H2iU2+PrdB16LxD15/3hugMJPYagAwAAAPTg1988OXJcmG+XN86eOe1T18xyeXy65o6luvPhFQM2xkwWXv8kSRt21Cb0GIIOAAAA0IMhpXmR44KovXZuu+aEyHFb6MO41WKSL7SnTqLVB3SvJTQtUJL2HWpK6DEEHQAAAKAXooNOcYE9cuwKTVOzmE3yhwo+bCKaHC1t7d3tGpvdCT2GoAMAAAAk4PtXHa0hpXmqKG5frxMdelyhqWser1+eqLU5gTjredA7jc3BoFOQZ9P2/Q364T1vq7qupdvHEHQAAACABJx45Cj9/ccLlZfb3rg4L6f9ODx1bWdVo+56ZGXkvJ+c02/LNlRJksaPKJbL7dParTVaseFgt48h6AAAAAC90NrWvl4k194edKIXzK/aVB059pN0+u3xVzdLkkZUFETOHW7ufk8dgg4AAADQCx+sq4ocm80mPX3nBRo1tDDmGru1/WN2vFbU6JvKsvamEK98uKvbawk6AAAAQC/Mm1bZ6Zy5w6dqa3TQoaLTb0NKcnXGMWOUE1VB6wlBBwAAAOiFL180u9M5f4fmahZz90HH5fFpy+7DyR5axvH6/Fqx8YAO1bepMM8uq9UUue/EI0d2+1iCDgAAANALeXGqCnurY/d2sUV9II83de3uR1bq2rvfUGNLYq2Se6O2oU0PPr8hIypJD7+4UTff+74kqTDfpjZX+zqoz39iZrePJegAAAAAvRDdaa0rVkv3FZ01Ww9JktxRbaiT5Q+Pf6THXtmkddtrkv7cA8nr8+vt1fsit+1Wc2Q/nZJCe1cPi0h8klsvOByOUyXdIGm+JLukHZLudjqdf0nF6wEAAAADJcdukSTNdXReqxNm6SHoeLzBuW5uT/I3FPVGnjv5IWog/ebhldp/qDlye8rYMjU0BStgP/zc/B4fn/Sg43A4PifpPkn3SvqNJI+kaQoGHgAAAGBQM5lM+sfNZ6s4v5uPt1HZJt7UtZZQi2pXCsJIuBFCOPAMVm99tDdybDGbNHvSEEnSAzedrfLiXLlc3beXTmrQcTgcYyT9SdINTqfzjqi7Xk3m6wAAAABGKivK7fZ+j7c9wPi6WSuTiqpLeNqcd5Cv0cmxWyJ7E5134oTI+fLi7v/sw5K9Rufq0K+/T/LzAgAAAIOGx9deTek4dS06+ERvMpos4dcb7BWd6ELYF3toPBBPsqeunSxpg6SLHQ7HTyRNlrRf0kOSfuJ0OpPfVgIAAABIM56okLFpV52GVxRE3dceblIxdS28oWkqnnsg2a3mSMUres1TopIddEaG/vu9pB9LWifpdEk/lDRG0md682Rr165N8vAAAIPZihUrjB4CACTE5fZGjn/10AoV+A9Ebre42kPQho2bZGrZk5IxbNu+Qyush1Ly3APhs6eV60/PBf/c+vLzP9lBxyypSNIVTqfzX6FzrzscjjxJ1zscjpucTueWRJ9s1qxZysnJSfIQAQCD0YoVKzRv3jyjhwEA8T0cG1Y6Lo+J/vlV29Am/SfYNnnUmPGaN29M0obh8foiYxk5arTmzZuUtOc2Qvmw/aqqaYn7+3C5XN0WRpK9RifcrPvFDuefD/06N8mvBwAAAKSdjo3WotflRE9rC08v8/kD+uuStaqqaVZ/hLu5SfHbWg82x84aoQtP6VtYS3bQWdPF+fDWsIN7RRQAAADQBx9tOhg5jl6jE16Dcu1dr2vJm1t11yMr+/U6ra72oOP1Df6g0x/JDjr/Df16bofz5yrYTXxZkl8PAAAASHt3/2tV5DimohPqurZ9X4MkyevrX10guqLj6+dzDXZJXaPjdDpfcDgcz0v6o8PhGKL2ZgTfkvR/TqdzZzJfDwAAABgMDje65PH6FQgE9M07X4+c77iPjqefLaGjKzrd7d/TX394/CMdOtyqm790XMpeo7+SXdGRpEsl/VXS9yQ9J+kySTdK+noKXgsAAABIG3d8/aQu7zvc6FJdoyvmXMcW0Ln2/tUhWto8keP+Voe68+L7O7Vi48GeLzRQsruuyel0Nku6PvQfAAAAkDWmTyjv8r7DTW0qyrfHnGsLTV2bPr5cG3bUqjDf1q/Xz7RmBP2RiooOAAAAkFXyc9vrB11VdZpbPZE1OZI0ZliR6ptc8vn82rCjNnJNf9CMoF3SKzoAAABAtrnvR2e1V2c6VHWGlOTqUH2bVjmrtXT57sj5oaV5qj7cqmff2R4519Tq0ebddfrHcxv0k6sXyGa1JPT6Hq9fdzy4LDL1zWoxpawZQTLW/tQ3uVSUb5fZbOr54j6iogMAAAD0U2G+XUNK8+LeN6qyUJL039e36HBTcI3OBSdP0pDSPB063KoDtS2Ra5taPPrO3W/qo03V2ra3PuHX376vXu+vrdLrK/fIZJLyc23y+gN6b82+pAeew41t/Xr8noONuvKmF/S1Xy1VoOOGQ0lE0AEAAACS7E/fP10/++rxkqTzT+684eWJc0ZqSGlesBtbVBBpjmomkGg1R4qdspaXY5XVYtbbH+3VL+5fpv++vqUvv4UuHTrcGjnuS1A5WBt8/J6DTVq7tSZp4+qIqWsAAABAko2uLNLoyiI9fecFcVtG59gsGlKSK0nafaBRUntDgrDeTOuqb2rv5pafY5XZbFJtQzA0RQeTZDh0uL2i4/MHZLX0bvrZTfe+FzmuLM9P2rg6oqIDAAAApFC8IJBjsyjHHqzYrN1aowkjizV/5vCYa3rTHrotqsnBofo2RS+jSfY6mOqo4NRxH6DeGkbQAQAAAAYnk8kkqyX2Y3eO3SKLuf1cSUGO8uyxU9V6s7amY9UoOiQlO+hEV496u8Fp9LguP2tq0sYUD0EHAAAASDGbNfZjt91miQkgi44fr5wOm4X2pj10dOAIrw0KM5uSF3Qamt3699LNcV83Ef99LbheaMHM4brynOlJG1c8BB0AAAAgxToGnRybRZaooFNZnq/cnNiKzuEml5pa3Ak9f7hS8vcfL9SRU4bGhJtkBp01Ww7F3HZ7u5+65vcHdDDUVc7nD+jB5zdIki44pXODhmQj6AAAAAAp1nHqms1qjqnoDC3NU15ObEXnlw8s0xU/fj6h5w9XVsqKgw0Oop87mVPXXB3W5Hg83Vd0Hl+6SVf//GXtq27Sf19rrwRNGV2atDF1haADAAAApFjHNswmkymmolNcYFdpYU6fn9/j9clsbn/O6GzT34LO/kPN+tadr+twoyvSwS38/D1NXftoU7WkYAODFRsPSpKmjStTbk7qmz8TdAAAAIAUi+6KFmaJ6sZmMplUHqrG9IXH64+ZHhdT0eln0nnijS3atq9eT7y+JTL17Porj5bU89S1aKNDG6f+8PPz+zWeRLGPDgAAAJBi0Rt6hnUMIMX9qOh4vX7ZoqbHnXfCRN331FpJwRDVH+HnXb+9fXPPwjybpPhT13w+v27887s6WNuigtB1knSgtkUTR5X0K9D1BhUdAAAAYACFqy3h9tJ5oSYEFrNJ37hsTqfr/f6eu695fLEVnQtPmaS7rj1FUvx9fHrDEgo6G3fWRc7l5wbrJfEqOnurm7R2a40O1rVq+76G4Pi8fm3fV69Jo0r6NZbeoKIDAAAApNg93ztda7ce0rTx5SoJVW7CU9fMUfvpLFwwTsfNHqFPRzUhaHV5YyojUnBNzv/9d42uWOjQkNI8ebx+WTt0dguHCl8CQcnvD+jeJWt03gkTNLqyqMfr7TZLaBydKzrxmh9UH25VfZNbY4cX9/jcyUJFBwAAAEixMcOKtOj4CZowsn3qVnjqWscpbEX5dg0paZ/e1dzq6fR8qzZV66UPduovT66R1HnqmhScsmY2m2I26axvcmlXVUPk9pbdh7X4uiV66IUNeubt7br9H8s7vVZDs6vTuXD1yO3xafF1S3T/M+si98ULP1v3HJbUvk5nIBB0AAAAAAOEKzqWOBUQf1SXtua2zkEn/IhwCOo4dS3Majbphfd2anWo+9nXf/Wavvar1yL3L994QJL0+KvB1s9uT+epaHUN7UHn3hvO1C+/dmKkXXY4RP0ntBGo1LkFtSS9+P5OSQQdAAAAIOOFp3jF6xUQPd2sKU5FJ3wuHEw6dl2Lfo3GFrdu/PO7koKbkEbrWAUKxJnlVtvQJkm6+vyZGl5RoJkTKyLri1pdnUNNvLAUVlmW3+V9yUbQAQAAAAxgMXdd0fH5oio6cYJOY4tbUnv1xOP1yWa1dLouXltrqX1fn47hyB8n6dQ1tumc48brwlMmR86FGxy0uDqPzd3FJqL33XhWUjcv7QlBBwAAADBA+EN/vA//Pn97WGhq6TpMNDQHA09XFZ2uVB9ulcfrU019W8z5QCCgNpdXi69bosXXLVF1XbCJQHlRbOvr8Jhb2zq3zb7lr+/H3LZazPrsoukDWs2R6LoGAAAAGMKk8NS1zkHH4+1+jU54wX94ipvH61duTuIf7a/+2ctxzx+sa9WqTQcjt29/cJkkaUhpXsx14ZbTLR32BwpEVYQuPWOKzpo/TiOGFCQ8rmQi6AAAAAAGCE8Ti1fRie6UFm/qmie0f004WHjidF2LZrOaY0JId35x/7LIsTO0d8686cNirrGGxvz8uztizkevJ/rMOdPjTssbKExdAwAAAAwQ3gi0uzBgt1m6CDrBIOQN/9pF17XI81jNcds+J6KsKCfSEjvM0sUmpOHGBXOmDDU05EgEHQAAAMAQFaG9ci4+dXKn+y4+dbIsZpNKCu1xu649+cZWSZI3aupad0HHZDKp1dV5Pc2ooYW681sna/KY0i4fO3Jo55bQFnP816oLBZ3Lzpra5fMNFIIOAAAAYID8XJuevvMCnbVgXKf7vrB4pp781fkqyLWpudWjtVsP6a1Ve+X3B+SLmtYWPg4Gnc5d18ICUtygU1xg19SxZbrr26do8UkT4z62pNDe6VxX3dPCFZ2KDhUgIxB0AAAAgDRVkGfT7gON+uE97+iOh5brzVV7YhoAeH0BBQIBebz+SMvneAKBQNygs2FHbeTY2mGNz3Wfnhs830X1piOXx6fa0OaiZQQdAAAAAF0pzLNp36HmyO2AOjcn8PsD8vri76MT5vb44wadaJ88LXYKXbijm7mbABWtpc2juoY25eVYlNeLDnCpQtABAAAA0pS1w7qbnDjNCbz+QI9rdLw+f2RaWbSC3PZAUlIYu1eOL4FmCdE8Xr9eXb5bZUXGV3Mkgg4AAACQtiwd9tjxeP2d9tXxev3y+gI9bhh6+z+WS5KuXDQtcu6Ob5wUc82i48dHjo+bPUKOcWW6/ExHQmO9+mcvq7nVo7xc46s5EkEHAAAASFsdp415fX41twanoJ1xzBhJUps7eLunoBN2ylGjdVGo01tph+rLpxe2h6CifLt+/c2Te73h51nzOzdXMEJ6xC0AAAAAnZjjVHSq61okScUFwalmLndw89BEg055ca4+d94MXXDyRBUXxHZUS/Q5ohXk2WKm0xXl23r9HKlARQcAAABIUx3Xx3i8ft27ZK0kqSQUUsJNBmyWnj/aDynJld1mkcVsUkVJXqf77bbex4PCvNhgU5jfuR21EQg6AAAAQJoK71ez6LjxkqS/PLkmcl9xh6Bj7abrWtjd3zm12/s7tpjuzvmhfXcKO1Rwigk6AAAAALoTnrqW32GB/9jhRbLbgsEmUtGJM+3sZ185XtdeMTdyu+NUtY5MpsQ6rEntlZvOFR2mrgEAAADohj8QbPHccV+aK8+Zrlx7MOg0tgTXx8QLOkdOHarTjx4Tud2bINMTV6gJQmFebHgqSpOKDs0IAAAAgDTlD+1lE67ehOXnWGUK5ZrGFrckyZrgxp6JyMvpeRqcyxNsgtCxSpQOm4VKBB0AAAAgbYU37bR3qNa4vD6Vhjb4DAcdWwJrdBJx57dOVkVJz5t+uj1+SdKk0SW68QvzNWl0qQ7WtUTWFRmNoAMAAACkKZ8vGHSsVosWHTdez7+3Q5J0xKQhqj7cKkl69OVNwWu6qeh86cJZspgTW7UydWxZQteFKzllxbmaP2O4JGlIaedObkYh6AAAAABpyucPVk3sNrNyQmtypo4tVW6ONXI7rLuOaeefNCnpY7tioUNjhxfpmOnDkv7cyUDQAQAAANJUeOqazWqOBJnwep3y4tjpZdY+bPbZH3abRafNG9PzhQah6xoAAACQpsLNCCzm9qAT3hjUajFHpoyFb6MdfxoAAABAmgpXdKwWk7y+4DS2nVWNkfujp6/ZCDox+NMAAAAA0pQvFG4sZrM2766TJNU2tEXuz4lqOz3QU9fSHX8aAAAAQJryRaautXdUmzmxInIcXdFh6losmhEAAAAAaSocdMwWk75+6Ry9+P5OfXbR9Mj90RuJJnPD0ExA0AEAAADSVPvUNZOGVxToc+fNiLnfFjVdjYpOLP40AAAAgDQVb+paNGvUeRtrdGLwpwEAAACkqVPmjpYkVZbnx73fYqGi0xWmrgEAAABp6vyTJurc48fLZrXEvT863FgIOjH40wAAAADSlMlk6jLkSLENCLqa3patCDoAAADAIEUVp2v8yQAAAACDFOtyusafDAAAADBIsXdO1wg6AAAAwCDF1LWu8ScDAAAADFI2gk6X+JMBAAAABikLU9e6RNABAAAABimaEXSNPxkAAABgkKIZQdcIOgAAAMAglZ9rM3oIaYugAwAAAAxShXkEna4QdAAAAIBBqoCg0yWCDgAAADBIhYMOlZ3OrEYPAAAAAEDfWC1mfeOyOZo5scLooaQdgg4AAAAwiC1cMM7oIaQlpq4BAAAAyDgEHQAAAAAZh6ADAAAAIOMQdAAAAABkHIIOAAAAgIxD0AEAAACQcQg6AAAAADIOQQcAAABAxiHoAAAAAMg4BB0AAAAAGYegAwAAACDjEHQAAAAAZByCDgAAAICMQ9ABAAAAkHEIOgAAAAAyDkEHAAAAQMYh6AAAAADIOAQdAAAAABmHoAMAAAAg4xB0AAAAAGQcgg4AAACAjEPQAQAAAJBxCDoAAAAAMg5BBwAAAEDGIegAAAAAyDgEHQAAAAAZh6ADAAAAIONYjR5AFyyS5Ha7jR4HACCNuFwuo4cAAEgTUVnBEu/+dA06IyRp06ZNRo8DAJBG1q5da/QQAADpZ4SkrR1PpmvQWSbpJEn7JfkMHgsAAACA9GNRMOQsi3enKRAIDOxwAAAAACDFaEYAAAAAIOMQdAAAAABkHIIOAAAAgIxD0AEAAACQcQg6AAAAADJOuraXRi85HI5CSb+QdKmkUknrJP3U6XQ+1eG6Ikk3SLpM0mhJ9ZJWSvq00+msTeB1zpJ0q6QjJTVKekLS951O5+G+jCeTOByO0ZK+K2mepDmSCiSd5nQ6X4+6pljSNyWdJWla6Jqtku6X9Een05nQLrn8PXQtkb+H0HV2Sd+W9DlJ4yU1KNie8qdOp3N5gq/F3wPSFu8L6YH3BuPxvpC9qOhkjickfUbSjZLOk7Re0hMOh+Pc8AWhH6RvSPqkgv9znSXpq5I2S7L39AIOh+NUSc9J2i1psaTrJZ0v6VmHw9Hx31KP48lAkyVdIalJ0qtdXDNW0rckrZD0JQX//J6WdLukxxJ5Ef4eepTI34Mk/VnSbQr+GS1W8O9lrKS3HQ7HjJ5ehL8HDAK8L6QH3huMx/tClup3RacX3xgllHC7eR0SchdC/1OcKelip9P5ROjca5ImSrpTwf/pJOnnkiolHdHhW7r/JvhSd0haK+lyp9PpD73OfkkvKfjn/Wgvx5Np3nQ6nZWS5HA4LlTwh1tH2yWNdzqdzVHnljocDo+kmx0Ox2yn07mmh9fh76F7Pf49OBwOm4JvMA87nc4bo86vkLRFwW+2b+7hdfh76AbvDcbifSGt8N5gPN4XslQyKjqJfGN0qhJPuJ2QkHt0kYJTDZaETzidzoCkByRNczgcMxwOR76kL0q6N5GpCB05HI5Rko6R9GD4f97Q67wsaa+C3wYmPJ7evv5gEP3n0s01zR3eyMLCO/qO/v/27j7IrrI+4Pg34rRibKskIBVKY8fpr9SAjgxqFBreFIGEl4KCpdLS/lFapiMtJBFMDIIZxVDLizN0aJmBoTORCQJVQmwCKEp5UdGZBgO/gVqCBBuaBCxNhliT7R/PuXq42bv33N277u7d72fmztl73p5z99ncX37nec7zjHS89dBdk3oA9lSvn7Stb73fNdLB1kMjxoaJZVyYJIwNE8+4MH2NqUWnh4y0UYY7AjPkkc0FNg7zD/nfa9tnA68HNkfEKsp/Cl4LPAJcmpkPtw6KiDmUu0u3ZOaf1s4BpR7abahtb3o9Gxt9sunjOGCI2u/Fehg/mbk7Ir4I/EVErAe+DswCVgJbKMEGsB5Gw9gwKRgXBoOx4ZfEuDCYxtqi0+SOUS8Z7l7MkBuZBQx3N257bftbqp//jhLYzqL0V/0NSvP44bXjhoDd1ateRv2c7eXMatu32/WoEhHvBv6a8je+qbbJehhHmXkJ5T/Kd1C+N35IeUj1mMx8vrar9dA7Y8PEMy5MccaGXz7jwuAZ6zM6TTLSVpNf1wzXDHlMhrpsayW1myl3NXcDRMRDlJFdFgN/DFB9oXb62+hUTvv6btcjICLeBnwFeJIS0H7OehhfEXEp5e/+k8DDlLvbi4B/jYj5mfkMWA+jZGyYHIwLU5SxYWIYFwbPWFt0mmSkvWS4Zsijs43hP9t+1XJ7tQ/A+lYwA8jMLZRhRN/VoAxGKGd7277drmfai4jfoTSNvwh8IDP/p8Fh1kMfRMShlIewl2bm5zLzgcz8MnAi5W72p7qcwnoYmbFh4hkXpihjw8QwLgymfgxG0DQj7ZrhZuamzHxtZv55D+WYIZfRgw4d5uHbw6rl45Q7nJ3MoDyA160MePVd0no5j7ft2+16prWIeCslkL0CHJ+ZLzQ81Hroj3dQ/u5fNS9CZv6EMqxut65M1kN3xoaJZVyYgowNE8q4MIDGmuj0cseoSYbbqYymx0/XDPlOynCpC9vWnwdkZm6s+pY+CnwwIvZp7RARB1Lu2j06UgGZ+RzlH/+59X+YEXE8cBCvHoq06/U0/mQDKCJ+mxLIdgPHtfX7HZH10Det3/m76ysjYj/gdyldeTqyHroyNkw848IUY2yYcMaFATTWZ3R+AJwZEa9p6/tcz0hbTa5zKSPh0LbfQw3KaHp8k+sZRPdQvhxviohZlL7sfwIcBZxW2+8S4H7gXyLiBsrDp0uBnwGfa+3UoT88wBJKHayKiBspD7JeRQmGq0dxPQMnIs6qfjyyWs6PiNnAjsxcGxEHUOrgAMqwrgdVD1W3/Edm/nd1rjlYD6PSrR6Af6NMzPeZiJhJ+R7Zn9I3eyZwXe1cc7AeemVsmHjGhUnE2DDxjAvT01hbdJrcMeolw92LGXJ31ehBpwNfokyItxY4nPJw6Vdr+z0IfJDyO1oN3ESZf+KozHyqQTn3AwuAOcAa4AvV8qS2/t2NrmdAra5ei6v3l1fvb6je/z5lSNt9gVWUhx3rr1O6FWA9NDJiPVS/pxOA6ykPW98N/D1lCNGjM/OBbgVYDyMyNkww48KkY2yYeMaFaWjG0NDouyZHxAzgPkrlLOYXGel5wGmtyoqI4ygZ7peBeob7LPD+2kgvcxgmQ+7h+EbXI0kaP8YGSdJkMKYWnR7uGDXKcEcoxwxZkqYIY4MkaTIYU4uOJEmSJE1G/RheWpIkSZImFRMdSZIkSQPHREeSJEnSwDHRkSRJkjRwGk8YWs1N8DFgHvBblJmkvw0sz8wNHY6ZDWykTLh0Rmbe1bCsk4GLgbdTxvbfCjwB3JaZ/9T0miVJ46tpbIiIbwDzhznFbZl5TsOyjA2SpMZ6adG5ADiEMnnSScDfVu+/ExHv7XDMdZTZlRuLiL+iDA+6FfhL4EPAJ4HNwKm9nEuSNO56iQ1PURKi+mtpk0KMDZKkXjVu0QEuzMwX6isiYh1l4rVFwJlt2xZQgs+FwM09lLMEuC8zz25bf0t99mtJ0qTQS2zYmZmPjLIcY4MkqSeNE532QFateykingIOrq+PiF8HbgA+BWzq8ZpmAd/qcA172sp5HXAZ8FHKHcTtlBmyL83Ml2v7DQHXUgLvRZTZszcCSzJzXY/XJ0mq9BIbxsjYIEnqSS8tOnuJiP2BucCqtk0rgS2UAHJ0j6d9BPhIRDwJ3AlsrGa1bi97H0o3hiOAzwLfBX4PuBI4LCKObQt+Z1K6PCymdKdbBKyJiPmZ+VCP1yhJ6mCE2BAR8SLwa5Tk4hbgqsz8vwanNTZIknoy6kQnImYAN1Ke87m6tv4Y4M+A92Tm7ojo9dQXAKspQelK4OWIeKBad2stsJ0NHAeckpn3VOvui4jngLsofcXX1M77JuCdmbmtus51lNam5cCJvV6kJGlvnWIDpTXmS8CTwBuA04ErKAnJGQ1ObWyQJPVkLC06KymB6vzMfAIgIvYF/hG4NjO/1+nAKhDuU1+XmT+rlk9HxBHAe4ATquWxwALgwxFxahXQTga2Aesiov451gO7KaP71IPZ+lYgq8rZERFfBc6JiBnD3RmUJPVsr9gAkJnL2va7OyK2AJdFxFGZ+aCxQZLUT6NKdCJiBWWIz49n5s21TUuB1wNfiIg3VuveUC1nRsQbM/MlSqD5ets535qZz8DP+1s/XL2IiDcBt1MC2knAPcCbKX22O3V5mN32/r+G2WcL8Lrqmnd0+rySpO5GiA2d3EJ5lmYe8CDGBklSH/Wc6ETEFZTAtDgzr2vb/HbKw5ybhzn0n6vj9wUeA45s2/58pzIz88WIuJbSHWEuJZhtpQSjBR0O29r2/sBh9nkz8Aqws1PZkqTuusSGTlqjpbWemTE2SJL6pqdEJyKWA8uAZZm5cphdlgLXtK17J2V+hWWUO3Y/zcxXKA+IDlfGb2bmj4fZdGi1bG1bS+mLvWekbnI1J0TErFo/7JnAQuCbdk2QpNFrEBs6Oa9aPgJQjYhmbJAk9cWMoaFm3+MRcTHlwdK7gRVtm3dl5vc7HHcMpSvCGZl5V4NytlH6Un8N+CEwE/gDyiR0/wm8KzN3Vn2vvwYcTkmkHgOGKDNzn0h5Tuih6pxDwI8o/bZXUPppL6LcOXRkHUkapSaxISKOBj5BGeJ5E+V7/TTgfOD2zPxIg3KMDZKknvTSorOwWi5g7y4Bm4A5/bggSteHD1Hm4DmQ0rXhGeB64LOZuRPKA6oRcTIlyJ1LGSFnF/AscB8l8NXdQQmOKynd654AFhjIJGlMmsSGVmvLFZRnZPYASfn+vr5hOcYGSVJPGrfoTGWtSeEy86KJvhZJ0uRgbJCkwfaa7rtIkiRJ0tRioiNJkiRp4EyLrmuSJEmSphdbdCRJkiQNHBMdSZIkSQOnpwlDRxIRxwMfA+ZR5ivYDnwbWJ6ZG9r2/QBwJfAO4GXgTmBJZr5U2+dgynwGR1AmHZ0JHJuZ3xim7F8FLgf+iDLs6I+Am4DPZ+bufn1GSZIkSVNDP1t0LgAOoUzQdhJlDoNDgO9ExHtbO1UTiN5DSUYWApcApwJrIqJ+PW8DPgr8L2Xug5GsBi4C/gE4BbgV+DRwzdg+kiRJkqSpqG8tOsCFmflCfUVErKNMzrYIOLNa/XngceDszNxT7fdjYB3wYeC2ar9vZuYB1fbTKcnQXiLifZSE6W8y85pq9b0RAbA8Ir6YmdmPDyhJkiRpauhbi057klOtewl4CjgYICIOAo4Ebm0lOdV+64HN/CIZor69i3nV8u629V8BZgB/2PA8kiRJkgbEuA5GEBH7A3MpLThUP1N7X7ehtr0Xv1Itd7Wtb70fzTklSZIkTWHjluhExAzgxqqMq6vVs6rl9mEO2V7b3ouN1fJ9bevfXy1nj+KckiRJkqawfj6j024lcDpwfmY+0bat0yylo5m9dC3wNHB1RGwFHqN0Z/sMsBto2gVOkiRJ0oAYlxadiFgBXAx8PDNvrm3aVi2Ha7nZj+FbekaUmT+ljPL2HHAv8CJlFLYV1c/P93pOSZIkSVNb3xOdiLgCuAxYnJnXtW3+QbUc7rmZwxj+2Z2uMvPpzJxHGfTgcOAA4HZKt7VvjeackiRJkqauviY6EbEcWAYsy8yV7dsz8zngu8C59TlzqslGDwLuGEv5mbk5Mzdk5k5gCbCF0rojSZIkaRrp2zM6EXExcDllmOd765OEArsy8/vVz0soc+asiogbgbcAVwGP0paURMRZ1Y9HVsv5ETEb2JGZa2v7fYLSRe1Z4EDgHEp3tlMzc0e/PqMkSZKkqaGfgxEsrJYLqlfdJmAOQGbeHxELgE8Da4CXgbsoXd12tx3X3hpzefv5KvsCyymtQjsp3dXmZeb3RvVJJEmSJE1pM4aGRjPQmSRJkiRNXuM6YagkSZIkTQQTHUmSJEkDx0RHkiRJ0sAx0ZEkSZI0cEx0JEmSJA0cEx1JkiRJA8dER5IkSdLAMdGRJEmSNHD+HyrCKAmfG90FAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1008x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "WLEF_q30_df_nan.plot(figsize = (14,12))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "23d553f5",
   "metadata": {},
   "source": [
    "Have to adjust for the change in UTC for the WLEF data"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "558fdd4b",
   "metadata": {},
   "source": [
    "### <font color='red'> Data analysis </font>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "0e1d6292",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import xarray as xr\n",
    "import matplotlib as mpl\n",
    "#mpl.use('Agg') # Must be before importing matplotlib.pyplot or pylab!\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "import os\n",
    "import seaborn as sns\n",
    "import timeit\n",
    "#start_time = timeit.default_timer()\n",
    "from datetime import datetime,timedelta\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f59448c6",
   "metadata": {},
   "source": [
    "Plot parameters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "34ede2ed",
   "metadata": {},
   "outputs": [],
   "source": [
    "mpl.rcParams['axes.linewidth'] = 2.0 #set the value globally\n",
    "\n",
    "plt.rc('font', family='serif',size = 16)  # controls default text layout\n",
    "plt.rc('axes', titlesize=16)     # fontsize of the axes title\n",
    "plt.rc('axes', labelsize=16)    # fontsize of the x and y labels\n",
    "plt.rc('xtick', labelsize=10)    # fontsize of the tick labels\n",
    "plt.rc('ytick', labelsize=16)    # fontsize of the tick labels\n",
    "plt.rc('legend', fontsize=16)    # legend fontsize\n",
    "plt.rc('figure', titlesize=16)  # fontsize of the figure title\n",
    "\n",
    "#plt.minorticks_on()\n",
    "plt.rc('text', usetex=False)\n",
    "#sns.set(font = \"Garamond\",font_scale=1.5,style=\"whitegrid\")\n",
    "sns.set(font_scale=1.5,style=\"whitegrid\")\n",
    "#sns.set(font = \"Cambria\",font_scale=1.5,style=\"white\")\n",
    "\n",
    "#mpl.rc_file_defaults() #undos seaborn effects\n",
    "\n",
    "#custom fontsize, if needed\n",
    "font = 12\n",
    "\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1722048e",
   "metadata": {},
   "source": [
    "## Compare the measured half-hourly tower data for T,q, w'T' and w'q' with simulated values from the child2 domain. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c2c1ed7e",
   "metadata": {},
   "source": [
    "## IOP02"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "ae944e2c",
   "metadata": {},
   "outputs": [],
   "source": [
    "tower_data = xr.open_dataset('tower_and_meta_data.nc')\n",
    "tower_data.close()\n",
    "\n",
    "#calculate time variable and offset for UTC\n",
    "tower_data['time'] = (tower_data.DOY+tower_data.hour/24+tower_data.minute/60/24 - 5/24)\n",
    "tower_data['time'] = tower_data['time']\n",
    "#set local(CDT) time as a coordinate\n",
    "tower_data = tower_data.set_coords(['time'])\n",
    "\n",
    "#subset for 2019 Sep 24 and Sep25\n",
    "#f1 = tower_data.time>=267\n",
    "#f2 = tower_data.time<=269\n",
    "#subset for 2019 Aug 23 and 24\n",
    "f1 = tower_data.time>=235\n",
    "f2 = tower_data.time<=237\n",
    "tower_data = tower_data.where(f1 & f2, drop=True)\n",
    "\n",
    "#subset all >30m towers \n",
    "tower_data = tower_data.where(tower_data.z_meas>=30, drop=True)\n",
    "\n",
    "tower_name_list = tower_data.tower.values\n",
    "\n",
    "#subset for time, because simulated tower data only start at 5:00 CDT on 23rd and go on till 20:00 on 24\n",
    "#for IOP02\n",
    "tower_data = tower_data.isel(timestep=slice(9,88))\n",
    "\n"
   ]
  }
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