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October 22, 2020 00:58
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| { | |
| "cells": [ | |
| { | |
| "metadata": { | |
| "trusted": true | |
| }, | |
| "cell_type": "code", | |
| "source": "import ee\nimport geemap\nimport os\n", | |
| "execution_count": 1, | |
| "outputs": [] | |
| }, | |
| { | |
| "metadata": { | |
| "trusted": true | |
| }, | |
| "cell_type": "code", | |
| "source": "Map = geemap.Map()\nMap", | |
| "execution_count": 2, | |
| "outputs": [ | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": "Map(center=[40, -100], controls=(WidgetControl(options=['position'], widget=HBox(children=(ToggleButton(value=…", | |
| "application/vnd.jupyter.widget-view+json": { | |
| "version_major": 2, | |
| "version_minor": 0, | |
| "model_id": "ca9dcf3d20634553ab47ade17d36a914" | |
| } | |
| }, | |
| "metadata": {} | |
| } | |
| ] | |
| }, | |
| { | |
| "metadata": { | |
| "trusted": true | |
| }, | |
| "cell_type": "code", | |
| "source": "# Add Earth Engine dataset\n# tmean = ee.Image('OREGONSTATE/PRISM/AN81d/20200118').select(['tmean'])\ntmean = dem = ee.Image('USGS/SRTMGL1_003')\n\n# Set visualization parameters.\ntmean_vis = {\n 'min': 0,\n 'max': 50,\n 'palette': ['red', 'yellow', 'green', 'cyan', 'purple']}\n\n# Add Earth Engine tmean to map\nstates = ee.FeatureCollection(\"TIGER/2018/States\")\nMap.setCenter(-99.844, 37.649, 3);\nMap.addLayer(tmean, tmean_vis, 'Tmean')", | |
| "execution_count": 3, | |
| "outputs": [] | |
| }, | |
| { | |
| "metadata": { | |
| "trusted": true | |
| }, | |
| "cell_type": "code", | |
| "source": "Map.addLayer(states, {}, 'States')", | |
| "execution_count": 4, | |
| "outputs": [] | |
| }, | |
| { | |
| "metadata": { | |
| "trusted": true, | |
| "scrolled": true | |
| }, | |
| "cell_type": "code", | |
| "source": "out_dir = os.path.join(os.path.expanduser('~'), 'Downloads')\nout_tmean_stats = os.path.join(out_dir, 'tmean_stats.csv') \n\n# Allowed output formats: csv, shp, json, kml, kmz\n# Allowed statistics type: MEAN, MAXIMUM, MINIMUM, MEDIAN, STD, MIN_MAX, VARIANCE, SUM\ngeemap.zonal_statistics(tmean, states, out_tmean_stats, statistics_type='MEAN', scale=1000)", | |
| "execution_count": 5, | |
| "outputs": [ | |
| { | |
| "output_type": "stream", | |
| "text": "Computing statistics ...\nGenerating URL ...\nDownloading data from https://earthengine.googleapis.com/v1alpha/projects/earthengine-legacy/tables/6213cc7b4f2a24d85aba4dddc37386b7-34c811895547e535c3752b3dd1c6a1cd:getFeatures\nPlease wait ...\nData downloaded to /home/qiusheng/Downloads/tmean_stats.csv\n", | |
| "name": "stdout" | |
| } | |
| ] | |
| }, | |
| { | |
| "metadata": { | |
| "trusted": true | |
| }, | |
| "cell_type": "code", | |
| "source": "result = tmean.reduceRegions(collection=states, reducer=ee.Reducer.mean(), scale=1000)", | |
| "execution_count": 6, | |
| "outputs": [] | |
| }, | |
| { | |
| "metadata": { | |
| "trusted": true | |
| }, | |
| "cell_type": "code", | |
| "source": "first = result.first()", | |
| "execution_count": 7, | |
| "outputs": [] | |
| }, | |
| { | |
| "metadata": { | |
| "trusted": true | |
| }, | |
| "cell_type": "code", | |
| "source": "first.getInfo()", | |
| "execution_count": 8, | |
| "outputs": [ | |
| { | |
| "output_type": "execute_result", | |
| "execution_count": 8, | |
| "data": { | |
| "text/plain": "{'type': 'Feature',\n 'geometry': {'type': 'MultiPolygon',\n 'coordinates': [[[[-64.95671144437794, 17.67898888553738],\n [-64.95648699623378, 17.67234612021062],\n [-64.95558929568621, 17.66875547663511],\n [-64.95505071273082, 17.666601071539457],\n [-64.9531656340593, 17.66103552970995],\n [-64.94970963923265, 17.653270716750747],\n [-64.94356057947924, 17.64411456610741],\n [-64.9351673822318, 17.635182780761177],\n [-64.92583171388065, 17.629033734003933],\n [-64.91591245655609, 17.625218650608453],\n [-64.9080130474639, 17.623961935316306],\n [-64.90038285001347, 17.623468206630278],\n [-64.89252833704256, 17.624231286548543],\n [-64.88539181972723, 17.625936799082883],\n [-64.87677428004696, 17.629392821352276],\n [-64.87457496223834, 17.630784242502617],\n [-64.87058036194892, 17.633252841564957],\n [-64.86932360537841, 17.634150477960315],\n [-64.86555345558385, 17.635317427586738],\n [-64.86259112909102, 17.635137855783842],\n [-64.86034694133978, 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[-65.1286143643633, 18.36386294705288],\n [-65.13036486738696, 18.361529011620668],\n [-65.13512247342818, 18.350846847245624],\n [-65.13992496782923, 18.3363046033006],\n [-65.13943127748026, 18.328539794487764],\n [-65.13943127748027, 18.32840515274661],\n [-65.1376808194072, 18.32055062200604],\n [-65.1448172668756, 18.312875572581696],\n [-65.15069695436917, 18.3028665766882],\n [-65.15365929301866, 18.29312687935611],\n [-65.15388369030987, 18.281143046181757],\n [-65.15410808774489, 18.277417775620787]]]]},\n 'id': '00000000000000000022',\n 'properties': {'ALAND': 348021896,\n 'AWATER': 1550236201,\n 'DIVISION': '0',\n 'FUNCSTAT': 'A',\n 'GEOID': '78',\n 'INTPTLAT': '+18.3267480',\n 'INTPTLON': '-064.9712508',\n 'LSAD': '00',\n 'MTFCC': 'G4000',\n 'NAME': 'United States Virgin Islands',\n 'REGION': '9',\n 'STATEFP': '78',\n 'STATENS': '01802710',\n 'STUSPS': 'VI',\n 'mean': 15.149698223730617}}" | |
| }, | |
| "metadata": {} | |
| } | |
| ] | |
| }, | |
| { | |
| "metadata": { | |
| "trusted": true | |
| }, | |
| "cell_type": "code", | |
| "source": "", | |
| "execution_count": null, | |
| "outputs": [] | |
| } | |
| ], | |
| "metadata": { | |
| "kernelspec": { | |
| "name": "python3", | |
| "display_name": "Python 3", | |
| "language": "python" | |
| }, | |
| "varInspector": { | |
| "window_display": false, | |
| "cols": { | |
| "lenName": 16, | |
| "lenType": 16, | |
| "lenVar": 40 | |
| }, | |
| "kernels_config": { | |
| "python": { | |
| "library": "var_list.py", | |
| "delete_cmd_prefix": "del ", | |
| "delete_cmd_postfix": "", | |
| "varRefreshCmd": "print(var_dic_list())" | |
| }, | |
| "r": { | |
| "library": "var_list.r", | |
| "delete_cmd_prefix": "rm(", | |
| "delete_cmd_postfix": ") ", | |
| "varRefreshCmd": "cat(var_dic_list()) " | |
| } | |
| }, | |
| "types_to_exclude": [ | |
| "module", | |
| "function", | |
| "builtin_function_or_method", | |
| "instance", | |
| "_Feature" | |
| ] | |
| }, | |
| "hide_input": false, | |
| "toc": { | |
| "nav_menu": {}, | |
| "number_sections": true, | |
| "sideBar": true, | |
| "skip_h1_title": true, | |
| "base_numbering": 1, | |
| "title_cell": "Table of Contents", | |
| "title_sidebar": "Table of Contents", | |
| "toc_cell": false, | |
| "toc_position": {}, | |
| "toc_section_display": true, | |
| "toc_window_display": true | |
| }, | |
| "language_info": { | |
| "name": "python", | |
| "version": "3.8.2", | |
| "mimetype": "text/x-python", | |
| "codemirror_mode": { | |
| "name": "ipython", | |
| "version": 3 | |
| }, | |
| "pygments_lexer": "ipython3", | |
| "nbconvert_exporter": "python", | |
| "file_extension": ".py" | |
| }, | |
| "gist": { | |
| "id": "", | |
| "data": { | |
| "description": "zonal stats", | |
| "public": true | |
| } | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 4 | |
| } |
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