{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "![Saudia XYZ logo](http://alasmari.net/saudia-logo.png)\n", "***Code:*** Colormaps
\n", "***Main Source:*** Geemap
\n", "***Edited by:*** Saudia.xyz" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Uncomment the following line to install geemap if needed." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# !pip install geemap" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import ee\n", "import geemap\n", "import geemap.colormaps as cm" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# geemap.update_package()" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "('006633', 'E5FFCC', '662A00', 'D8D8D8', 'F5F5F5')" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cm.palettes.dem" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "('FFFFFF',\n", " 'CE7E45',\n", " 'DF923D',\n", " 'F1B555',\n", " 'FCD163',\n", " '99B718',\n", " '74A901',\n", " '66A000',\n", " '529400',\n", " '3E8601',\n", " '207401',\n", " '056201',\n", " '004C00',\n", " '023B01',\n", " '012E01',\n", " '011D01',\n", " '011301')" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cm.palettes.ndvi" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "('#ece7f2',\n", " '#d0d1e6',\n", " '#a6bddb',\n", " '#74a9cf',\n", " '#3690c0',\n", " '#0570b0',\n", " '#045a8d',\n", " '#023858')" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cm.palettes.ndwi" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['333399',\n", " '0294fa',\n", " '24d36d',\n", " 'b6f08a',\n", " 'dbd085',\n", " '92735e',\n", " 'b6a29d',\n", " 'ffffff']" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cm.get_palette('terrain', n_class=8)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "cm.plot_colormap('terrain', width=8.0, height=0.4, orientation='horizontal')" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "3bbd6ac44bd644e0a79a8b8bcf534a4f", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Map(center=[24.5, 46.5], controls=(WidgetControl(options=['position', 'transparent_bg'], widget=HBox(children=…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Map = geemap.Map(center=[24.5, 46.5], zoom=5)\n", "\n", "palette = cm.palettes.dem\n", "# palette = cm.palettes.terrain\n", "\n", "dem = ee.Image('USGS/SRTMGL1_003')\n", "vis_params = {\n", " 'min': 0,\n", " 'max': 4000,\n", " 'palette': palette}\n", "\n", "Map.addLayer(dem, vis_params, 'SRTM DEM')\n", "Map.add_colorbar(vis_params, label=\"Elevation (m)\", layer_name=\"SRTM DEM\")\n", "Map" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "Map.add_colorbar(vis_params, label=\"Elevation (m)\", orientation=\"vertical\", layer_name=\"SRTM DEM\")" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "Map.add_colorbar(vis_params, label=\"Elevation (m)\", orientation=\"vertical\", layer_name=\"SRTM DEM\", transparent_bg=True)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "Map.add_colorbar(vis_params, discrete=True, label=\"Elevation (m)\", orientation=\"vertical\", layer_name=\"SRTM DEM\")" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "scrolled": true }, "outputs": [], "source": [ "# cm.list_colormaps()" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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