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September 10, 2020 01:58
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merge geojsons
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{ | |
"cells": [ | |
{ | |
"metadata": { | |
"trusted": true | |
}, | |
"cell_type": "code", | |
"source": "import ee\nimport geemap", | |
"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": "82e0772a1d1e48f6a455a4de866b5890" | |
} | |
}, | |
"metadata": {} | |
} | |
] | |
}, | |
{ | |
"metadata": { | |
"trusted": true | |
}, | |
"cell_type": "code", | |
"source": "# poly1 = geemap.geojson_to_ee('poly1.geojson')", | |
"execution_count": 3, | |
"outputs": [] | |
}, | |
{ | |
"metadata": { | |
"trusted": true | |
}, | |
"cell_type": "code", | |
"source": "# Map.addLayer(poly1, {}, \"Poly1\")", | |
"execution_count": 4, | |
"outputs": [] | |
}, | |
{ | |
"metadata": { | |
"trusted": true | |
}, | |
"cell_type": "code", | |
"source": "# Map.centerObject(poly1, 16)", | |
"execution_count": 5, | |
"outputs": [] | |
}, | |
{ | |
"metadata": { | |
"trusted": true | |
}, | |
"cell_type": "code", | |
"source": "import glob", | |
"execution_count": 6, | |
"outputs": [] | |
}, | |
{ | |
"metadata": {}, | |
"cell_type": "markdown", | |
"source": "Search all geojson files under the working directory" | |
}, | |
{ | |
"metadata": { | |
"trusted": true | |
}, | |
"cell_type": "code", | |
"source": "files = glob.glob('*.geojson')\nprint(files)", | |
"execution_count": 7, | |
"outputs": [ | |
{ | |
"output_type": "stream", | |
"text": "['poly2.geojson', 'poly1.geojson', 'poly3.geojson']\n", | |
"name": "stdout" | |
} | |
] | |
}, | |
{ | |
"metadata": { | |
"trusted": true | |
}, | |
"cell_type": "code", | |
"source": "ee_list = []", | |
"execution_count": 8, | |
"outputs": [] | |
}, | |
{ | |
"metadata": {}, | |
"cell_type": "markdown", | |
"source": "Convert geojson files to FeatureCollection" | |
}, | |
{ | |
"metadata": { | |
"trusted": true | |
}, | |
"cell_type": "code", | |
"source": "for file in files:\n ee_list.append(geemap.geojson_to_ee(file))", | |
"execution_count": 9, | |
"outputs": [] | |
}, | |
{ | |
"metadata": {}, | |
"cell_type": "markdown", | |
"source": "Merge all feature collections as one single FeatureCollection" | |
}, | |
{ | |
"metadata": { | |
"trusted": true | |
}, | |
"cell_type": "code", | |
"source": "fc = ee.FeatureCollection(ee_list).flatten()", | |
"execution_count": 10, | |
"outputs": [] | |
}, | |
{ | |
"metadata": { | |
"trusted": true | |
}, | |
"cell_type": "code", | |
"source": "fc.getInfo()", | |
"execution_count": 11, | |
"outputs": [ | |
{ | |
"output_type": "execute_result", | |
"execution_count": 11, | |
"data": { | |
"text/plain": "{'type': 'FeatureCollection',\n 'columns': {'clmt_rg': 'String',\n 'country': 'String',\n 'county': 'String',\n 'dscrptn': 'String',\n 'dt_cllc': 'String',\n 'dt_frmt': 'String',\n 'elevatn': 'Float',\n 'email': 'String',\n 'entity': 'String',\n 'exprmnt': 'String',\n 'fild_cd': 'String',\n 'fild_nm': 'String',\n 'fl_frmt': 'String',\n 'max_lat': 'Float',\n 'max_lng': 'Float',\n 'min_lat': 'Float',\n 'min_lng': 'Float',\n 'sbmttd_': 'String',\n 'season': 'String',\n 'species': 'String',\n 'state': 'String',\n 'system:index': 'String',\n 'zip_cod': 'String'},\n 'features': [{'type': 'Feature',\n 'geometry': {'type': 'Polygon',\n 'coordinates': [[[-97.05166597033683, 41.974425278649925],\n [-97.05334939216945, 41.97445319563305],\n [-97.0534431660458, 41.97314640174551],\n [-97.05175467769998, 41.9730905666214],\n [-97.05166597033683, 41.974425278649925]]]},\n 'id': '0_0',\n 'properties': {'clmt_rg': 'Continental, no dry season, hot summer',\n 'country': 'United States of America',\n 'county': 'Stanton',\n 'dscrptn': 'Corteva Exchange',\n 'dt_cllc': '2020-08-21',\n 'dt_frmt': 'vector',\n 'elevatn': 444.9,\n 'email': '[email protected]',\n 'entity': 'Benson Hill',\n 'exprmnt': 'Field Trials',\n 'fild_cd': 'NENF',\n 'fild_nm': 'Norfolk, NE - NENF - 23-26',\n 'fl_frmt': 'geoJson',\n 'max_lat': 41.97445319563305,\n 'max_lng': -97.05166597033683,\n 'min_lat': 41.9730905666214,\n 'min_lng': -97.0534431660458,\n 'sbmttd_': 'Pedro Gonzalez',\n 'season': '2020S',\n 'species': 'Glycine max',\n 'state': 'Nebraska',\n 'zip_cod': '68701'}},\n {'type': 'Feature',\n 'geometry': {'type': 'Polygon',\n 'coordinates': [[[-97.05166597033683, 41.974425278649925],\n [-97.05334939216945, 41.97445319563305],\n [-97.0534431660458, 41.97314640174551],\n [-97.05175467769998, 41.9730905666214],\n [-97.05166597033683, 41.974425278649925]]]},\n 'id': '1_0',\n 'properties': {'clmt_rg': 'Continental, no dry season, hot summer',\n 'country': 'United States of America',\n 'county': 'Stanton',\n 'dscrptn': 'Corteva Exchange',\n 'dt_cllc': '2020-08-21',\n 'dt_frmt': 'vector',\n 'elevatn': 444.9,\n 'email': '[email protected]',\n 'entity': 'Benson Hill',\n 'exprmnt': 'Field Trials',\n 'fild_cd': 'NENF',\n 'fild_nm': 'Norfolk, NE - NENF - 23-26',\n 'fl_frmt': 'geoJson',\n 'max_lat': 41.97445319563305,\n 'max_lng': -97.05166597033683,\n 'min_lat': 41.9730905666214,\n 'min_lng': -97.0534431660458,\n 'sbmttd_': 'Pedro Gonzalez',\n 'season': '2020S',\n 'species': 'Glycine max',\n 'state': 'Nebraska',\n 'zip_cod': '68701'}},\n {'type': 'Feature',\n 'geometry': {'type': 'Polygon',\n 'coordinates': [[[-97.05166597033683, 41.974425278649925],\n [-97.05334939216945, 41.97445319563305],\n [-97.0534431660458, 41.97314640174551],\n [-97.05175467769998, 41.9730905666214],\n [-97.05166597033683, 41.974425278649925]]]},\n 'id': '2_0',\n 'properties': {'clmt_rg': 'Continental, no dry season, hot summer',\n 'country': 'United States of America',\n 'county': 'Stanton',\n 'dscrptn': 'Corteva Exchange',\n 'dt_cllc': '2020-08-21',\n 'dt_frmt': 'vector',\n 'elevatn': 444.9,\n 'email': '[email protected]',\n 'entity': 'Benson Hill',\n 'exprmnt': 'Field Trials',\n 'fild_cd': 'NENF',\n 'fild_nm': 'Norfolk, NE - NENF - 23-26',\n 'fl_frmt': 'geoJson',\n 'max_lat': 41.97445319563305,\n 'max_lng': -97.05166597033683,\n 'min_lat': 41.9730905666214,\n 'min_lng': -97.0534431660458,\n 'sbmttd_': 'Pedro Gonzalez',\n 'season': '2020S',\n 'species': 'Glycine max',\n 'state': 'Nebraska',\n 'zip_cod': '68701'}}]}" | |
}, | |
"metadata": {} | |
} | |
] | |
}, | |
{ | |
"metadata": { | |
"trusted": true | |
}, | |
"cell_type": "code", | |
"source": "Map.addLayer(fc, {}, \"ROIs\")", | |
"execution_count": 12, | |
"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": "merge geojsons", | |
"public": true | |
} | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 4 | |
} |
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