This repo targets the parcel-based assessment of vegetation index AND LST time series. It uses local dirs and local GeoTIFFs (NDVI and LST). For real integration it would be better to include connectr-functionality.
- zonal statistics (per parcel) and spatial aggregation
- making NDVI and LST time series dataframes
- extraction of time series markers (from derivatives, gradients, etc.) as NDVI-based crop growth markers
- extraction of temperature-based crop growth markers (corridors)
- CSV file using literature values for ecological optima (GDD corridors) for crop varieties and grwowht stages
- plotting and visualization functions
- getting parcel image (clipped NDVI) at or close to Peak of Season
- clustering to derive net area (actual area under crops == canopy density, full crop development ratio)