{ "cells": [ { "cell_type": "markdown", "id": "8eadea2d", "metadata": {}, "source": [ "Import necessary packages and modules" ] }, { "cell_type": "code", "execution_count": 1, "id": "38af6c2e", "metadata": { "ExecuteTime": { "end_time": "2022-10-27T15:59:15.954692Z", "start_time": "2022-10-27T15:59:06.107467Z" } }, "outputs": [], "source": [ "import metview as mv\n", "import numpy as np\n", "import csv\n", "from shapely.geometry import LineString" ] }, { "cell_type": "markdown", "id": "4cdc6d81", "metadata": {}, "source": [ "Load segments data (csv)" ] }, { "cell_type": "code", "execution_count": 3, "id": "bde465a6", "metadata": { "ExecuteTime": { "end_time": "2022-10-27T16:00:16.415827Z", "start_time": "2022-10-27T16:00:16.363111Z" } }, "outputs": [], "source": [ "# Read the CSV file containing segments\n", "csv_name = \"segments_mc.csv\"\n", "patho_csv = \"/bog/amuttaqin/Datasets/Derived/\"\n", "\n", "with open(patho_csv+csv_name, \"r\") as file:\n", " csvreader = csv.reader(file)\n", " segments_whead = list(csvreader)\n", " segments = segments_whead[1:]\n", " [j.pop(0) for j in segments]\n", " \n", "segments_bfr = [[float(y) for y in x] for x in segments]" ] }, { "cell_type": "markdown", "id": "51609937", "metadata": {}, "source": [ "Plot the already defined segments" ] }, { "cell_type": "code", "execution_count": 4, "id": "8bdc53d0", "metadata": { "ExecuteTime": { "end_time": "2022-10-27T16:00:33.054594Z", "start_time": "2022-10-27T16:00:19.505192Z" }, "scrolled": true }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "area_segments = [-15, 90, 15, 170]\n", "\n", "mv.setoutput(\"jupyter\", plot_widget=False, output_width=1800)\n", "#mv.setoutput(mv.pdf_output(output_name='/bog/amuttaqin/Figures/segments'))\n", "\n", "my_view = mv.geoview(\n", " map_area_definition=\"corners\", \n", " area=area_segments,\n", " subpage_y_position=25)\n", "my_coast = mv.mcoast(\n", " map_coastline_colour=\"charcoal\",\n", " map_coastline_resolution=\"medium\",\n", " map_coastline_land_shade=\"off\",\n", " map_coastline_sea_shade=\"off\",\n", " map_coastline_thickness=2,\n", " map_grid_line_style=\"solid\",\n", " map_grid_latitude_increment=10,\n", " map_grid_longitude_increment=10,\n", " map_label=\"on\",\n", " map_label_latitude_frequency=5,\n", " map_label_longitude_frequency=5,\n", " map_label_height=0.5)\n", "geolines = []\n", "for i in range(len(segments)):\n", " lns = mv.mvl_geoline(*segments_bfr[i],1)\n", " geolines.append(lns)\n", "line_graph_segments = mv.mgraph(\n", " graph_line_colour = \"red\",\n", " graph_line_thickness = 8.,\n", " graph_line_style = \"chain_dash\")\n", "title = mv.mtext(\n", " text_font_size=1.0,\n", " text_lines=[\"Segments\"])\n", "mv.plot(my_view,my_coast, \n", " geolines, line_graph_segments, title)" ] }, { "cell_type": "markdown", "id": "60c38c92", "metadata": {}, "source": [ "Define segments coordinate and plot the line on the map" ] }, { "cell_type": "code", "execution_count": null, "id": "a5686107", "metadata": { "ExecuteTime": { "end_time": "2022-05-17T03:55:47.492669Z", "start_time": "2022-05-17T03:55:46.832969Z" } }, "outputs": [], "source": [ "segname = \"Mesing\"\n", "\n", "lat1 = -3.4495\n", "lon1 = 129.9777\n", "lat2 = -3.7944\n", "lon2 = 130.6659\n", "\n", "dist2coast = 0.4 \n", "dist2trnsc = 0.3\n", "\n", "# Create a line aligned with coastline. Let's call it \"segment\"\n", "segment = LineString([(lat1, lon1), (lat2, lon2)])\n", "\n", "# How many possible transects on this segment?\n", "n_trnsc = np.floor(segment.length/dist2trnsc)\n", "\n", "# Create two parallel lines on the left and right side of the segment. \n", "# One will be over landmass, the other will be over ocean\n", "segpl = segment.parallel_offset(dist2coast, 'left')\n", "segpr = segment.parallel_offset(dist2coast, 'right')\n", "\n", "# Split segement at a specified distance\n", "excess = segpl.length - (dist2trnsc*(n_trnsc-1))\n", "start_dist = excess/2\n", "distances = np.arange(start_dist, segpl.length, dist2trnsc)\n", "\n", "ptsl = [segpl.interpolate(distance) for distance in distances]\n", "ptsr = [segpr.interpolate(distance) for distance in distances]\n", "\n", "list_ptsr = []\n", "list_ptsl = []\n", "for pr,pl in zip(ptsr,ptsl):\n", " list_ptsr.append([pr.x, pr.y])\n", " list_ptsl.append([pl.x, pl.y])\n", " list_ptsr.sort()\n", " list_ptsl.sort() \n", " \n", "trnscx = []\n", "list_trnsc = [] \n", "for i in range(int(n_trnsc)):\n", " trnscx.append([list_ptsl[i], list_ptsr[i]])\n", " list_trnsc.append([item for sublist in trnscx[i] for item in sublist])\n", "segment_line = [lat1, lon1, lat2, lon2]\n", " \n", "# Display\n", "mv.setoutput(\"jupyter\", plot_widget=False, output_width=1800)\n", "plot_area = [min(lat1,lat2)-1,min(lon1,lon2)-1,max(lat1,lat2)+1,max(lon1,lon2)+1]\n", "my_view = mv.geoview(map_area_definition=\"corners\", area=plot_area)\n", "my_coast = mv.mcoast(\n", " map_coastline_colour=\"charcoal\",\n", " map_coastline_resolution=\"high\",\n", " map_coastline_land_shade=\"off\",\n", " map_coastline_sea_shade=\"off\",\n", " map_coastline_thickness=5,\n", " map_grid_line_style=\"solid\",\n", " map_grid_latitude_increment=0.1,\n", " map_grid_longitude_increment=0.1,\n", " map_label=\"on\",\n", " map_label_latitude_frequency=10,\n", " map_label_longitude_frequency=10,\n", " map_label_height=0.5)\n", "line_graph_segments = mv.mgraph(\n", " graph_line_colour = \"red\",\n", " graph_line_thickness = 7.,\n", " graph_line_style = \"chain_dash\")\n", "line_graph_transects = mv.mgraph(\n", " graph_line_colour = \"blue\",\n", " graph_line_thickness = 7.,\n", " graph_line_style = \"solid\")\n", "contour = mv.mcont(\n", " legend=\"on\",\n", " contour=\"off\",\n", " contour_label=\"off\",\n", " contour_shade=\"on\",\n", " contour_shade_technique = \"grid_shading\",\n", " contour_shade_method=\"area_fill\",\n", " contour_shade_colour_method=\"palette\",\n", " contour_shade_palette_name=\"colorbrewer_RdBu_15\")\n", "legend = mv.mlegend(\n", " legend_display_type=\"CONTINUOUS\",\n", " legend_text_font_size=0.5,\n", " legend_text_colour=\"NAVY\")\n", "title = mv.mtext(\n", " text_font_size=0.7,\n", " text_lines=[\"Segments and transects: \"+segname])\n", "geolines = []\n", "for i in range(int(n_trnsc)):\n", " lns = mv.mvl_geoline(*list_trnsc[i],1)\n", " geolines.append(lns)\n", "mv.plot(my_view,my_coast, contour,\n", " mv.mvl_geoline(*segment_line,1), line_graph_segments,\n", " geolines, line_graph_transects, title)" ] }, { "cell_type": "markdown", "id": "57b076b4", "metadata": {}, "source": [ "Append new segment coordinate to csv file" ] }, { "cell_type": "code", "execution_count": null, "id": "e170b584", "metadata": { "ExecuteTime": { "end_time": "2022-05-17T03:55:51.512884Z", "start_time": "2022-05-17T03:55:51.507179Z" } }, "outputs": [], "source": [ "# add row to CSV file, but check the possible redundancy first\n", "with open(patho_csv+csv_name, \"r\") as file:\n", " csvreader = csv.reader(file)\n", " segments = list(csvreader)\n", "last_segname = (segments[-1][0])\n", "if last_segname == segname:\n", " print(\"Appending new segment will create a duplicate in the CSV file!\")\n", " print(\"No new segment appended.\")\n", "else:\n", " fields = [segname, lat1, lon1, lat2, lon2]\n", " with open(patho_csv+csv_name, \"a\", newline='') as csvfile:\n", " coordwriter = csv.writer(csvfile, delimiter=',', quotechar=\" \", quoting=csv.QUOTE_MINIMAL)\n", " coordwriter.writerow(fields)\n", " print(\"New segment was successfully appended: \",segname)" ] }, { "cell_type": "code", "execution_count": null, "id": "c45d7f16", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.12" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": false }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 5 }