Implement forest structure estimation#927
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arnavk23 wants to merge 1 commit intocore-stack-org:mainfrom
Open
Implement forest structure estimation#927arnavk23 wants to merge 1 commit intocore-stack-org:mainfrom
arnavk23 wants to merge 1 commit intocore-stack-org:mainfrom
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- Create forest_structure module under computing app - Implement forest_structure_raster.py for annual NDVI-based classification - Generate raster at 30m resolution - Classify forest into dense (NDVI>0.6), open (0.3<NDVI<=0.6), scrub (NDVI<=0.3) - Support annual time series from Sentinel-2 and Landsat data - Implement forest_structure_vector.py for vectorization - Convert raster to field/MWS-level polygons using reduceToVectors() - Add attributes: year, class, area (ha), mean NDVI - Add API endpoints: forest_structure_raster and forest_structure_vector - Register endpoints in computing/urls.py - Add FOREST_STRUCTURE_RASTER constant to utilities/constants.py
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@ankit-work7 @amanodt @pawangramvaani Worked on one of the issues. Open to discussion or talk on any of the additions. |
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forest_structuremodule under computing appforest_structure_raster.pyfor annual NDVI-based classificationrasterat 30m resolutionforest_structure_vector.pyfor vectorizationreduceToVectors()forest_structure_rasterandforest_structure_vectorcomputing/urls.pyFOREST_STRUCTURE_RASTERconstant toutilities/constants.py