{ "cells": [ { "cell_type": "markdown", "id": "b0077bd1", "metadata": {}, "source": [ "# Basemap of the Maritime Continent" ] }, { "cell_type": "markdown", "id": "53868050", "metadata": { "ExecuteTime": { "end_time": "2022-11-10T01:54:36.233584Z", "start_time": "2022-11-10T01:54:36.230121Z" } }, "source": [ "By Andi Muttaqin (muttaqin@aos.wisc.edu), Nov 2022" ] }, { "cell_type": "markdown", "id": "f515a65e", "metadata": {}, "source": [ "Input: \n", "1. No input files\n", "\n", "Output: \n", "1. Maritime Continent map: ps_maritime_continent_study_area.ps (PostScript file)\n", "2. Maritime Continent map: fig_maritime_continent_study_area.png (300 dpi). For file conversion, see References below." ] }, { "cell_type": "markdown", "id": "1a7bfa27", "metadata": {}, "source": [ "## Import packages" ] }, { "cell_type": "code", "execution_count": 1, "id": "5b3d65c8", "metadata": { "ExecuteTime": { "end_time": "2022-11-16T18:39:53.014874Z", "start_time": "2022-11-16T18:39:50.183977Z" } }, "outputs": [], "source": [ "import metview as mv" ] }, { "cell_type": "markdown", "id": "ea624f54", "metadata": {}, "source": [ "## Plot basemap" ] }, { "cell_type": "code", "execution_count": 2, "id": "c0330df2", "metadata": { "ExecuteTime": { "end_time": "2022-11-16T18:40:00.259831Z", "start_time": "2022-11-16T18:39:56.132596Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mv.setoutput(\"jupyter\", plot_widget=False, output_width=900)\n", "# mv.setoutput(mv.ps_output(output_name=\"/bog/amuttaqin/Chapter2_SBC/ps_maritime_continent_study_area\"))\n", "\n", "my_view = mv.geoview(\n", " map_area_definition=\"corners\", \n", " area = [-15.1, 89.9, 15.1, 160.1],\n", " subpage_y_length=80, \n", " subpage_y_position=27.5,\n", " subpage_x_position=7.5,\n", " subpage_frame_colour=\"black\",\n", " subpage_frame_thickness=10)\n", "\n", "my_coast = mv.mcoast(\n", " map_coastline_resolution = \"medium\",\n", " map_coastline_thickness = 2,\n", " map_coastline_sea_shade = \"off\",\n", " map_coastline_land_shade = \"on\",\n", " map_coastline_land_shade_colour = \"RGB(211,211,211)\",\n", " map_cities = \"on\",\n", " map_cities_text_blanking = \"off\",\n", " map_cities_name_position = \"left\",\n", " map_cities_font_size = 5,\n", " map_cities_font_name = \"arial\",\n", " map_cities_font_colour = \"black\",\n", " map_cities_marker = \"circle\",\n", " map_cities_marker_colour = \"black\",\n", " map_cities_marker_height = 3,\n", " map_grid_line_style = \"dash\",\n", " map_grid_latitude_increment = 15.,\n", " map_grid_longitude_reference = 90,\n", " map_grid_longitude_increment = 17.5, \n", " map_label =\"on\",\n", " map_label_height = 0.6,\n", " map_label_top = \"off\",\n", " map_label_right = \"off\",\n", " map_label_latitude_frequency = 1,\n", " map_label_longitude_frequency = 1)\n", "\n", "mv.plot(my_view, my_coast)" ] }, { "cell_type": "markdown", "id": "1e10011a", "metadata": { "ExecuteTime": { "end_time": "2022-11-10T22:25:11.258822Z", "start_time": "2022-11-10T22:25:11.247010Z" } }, "source": [ "## Future work" ] }, { "cell_type": "code", "execution_count": 2, "id": "5086c30f", "metadata": { "ExecuteTime": { "end_time": "2022-11-10T22:25:39.834866Z", "start_time": "2022-11-10T22:25:39.806110Z" } }, "outputs": [], "source": [ "# Add simple topography contour line to the basemap" ] }, { "cell_type": "markdown", "id": "e6061ed8", "metadata": { "ExecuteTime": { "end_time": "2022-11-09T21:14:51.898154Z", "start_time": "2022-11-09T21:14:51.887245Z" } }, "source": [ "## References" ] }, { "cell_type": "markdown", "id": "a3354098", "metadata": { "ExecuteTime": { "end_time": "2022-11-09T21:15:51.108508Z", "start_time": "2022-11-09T21:15:51.099063Z" } }, "source": [ "1. Metview index: https://metview.readthedocs.io/en/latest/genindex.html\n", "2. To convert .ps to .png: https://cloudconvert.com/ps-to-png\n", "3. To upload file(s) from local computer to server, use: 1) sftp user@server, 2) put /local-dir/file /server-dir/\n", "4. Topography map://towardsdatascience.com/creating-beautiful-topography-maps-with-python-efced5507aa3\n", "5. Extracting contour lines: https://docs.digitalearthafrica.org/en/latest/sandbox/notebooks/Frequently_used_code/Contour_extraction.html" ] }, { "cell_type": "code", "execution_count": null, "id": "7cf09b5f", "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": false, "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 }