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Currently load_stac
relies on the stackstac library, which works fine until we try to load more complex types of STAC objects.
As far as I am aware, current limitations of stackstac are:
- Can load only single band COGs: multi-band geoTIFFs are not supported
- Can't load STAC based on netCDF data
- Always load the data as Float64: Use
data_type
andnodata
fromraster
extension if present gjoseph92/stackstac#91 - Can produce a shift in the data: Stackstac.stack provides shifted pixel coordinnates compare to qgis/rioxarray gjoseph92/stackstac#207
This limits the functionality of the implemented process. I will investigate the possible switch to either:
- odc-stac: regularly maintained and updated
- Currently doesn't handle scale and offset automatically: Scale/offset with
raster:bands.{scale|offset}
opendatacube/odc-stac#55
- Currently doesn't handle scale and offset automatically: Scale/offset with
- xpystac: based on both
stackstac
andodc-stac
WIP here: https://github.com/clausmichele/openeo-processes-dask/tree/feature/load_stac_odc
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