fedric95/umbra
The SAR data are obtained from the UMBRA Open Data Program (https://umbra.space/open-data/). The dataset has been created combining the WorldCover by ESA (https://esa-worldcover.org/en) with the UMBRA images. BIOME information has been extracted from the RESOLVE biome dataset (https://ecoregions.appspot.com/). Reverse geo-coding with OSM nominatim (https://nominatim.openstreetmap.org). (more details asap) Authors: Federico Ricciuti, Federico Serva, Alessandro Sebastianelli License: Same as… See the full description on the dataset page: https://huggingface.co/datasets/fedric95/umbra.
The SAR data are obtained from the UMBRA Open Data Program (https://umbra.space/open-data/).
The dataset has been created combining the WorldCover by ESA (https://esa-worldcover.org/en) with the UMBRA images.
BIOME information has been extracted from the RESOLVE biome dataset (https://ecoregions.appspot.com/).
Reverse geo-coding with OSM nominatim (https://nominatim.openstreetmap.org).
(more details asap)
Authors: Federico Ricciuti, Federico Serva, Alessandro Sebastianelli
License: Same as UMBRA Open Data Program in 31/01/2025
Last extraction from UMBRA Open Data: 08/12/2024

