allenai/olmoearth_pretrain_dataset

This is the pre-training dataset for training the OlmoEarth pre-trained remote sensing foundation models.

Documentation is on GitHub at https://github.com/allenai/olmoearth_pretrain/blob/main/docs/Pretraining-Dataset.md

The dataset is released under CC BY 4.0. It includes data from the following sources:

• Sentinel-2 L2A imagery from the European Space Agency, available under the Copernicus Sentinel Data and Service Legal Notice
• Sentinel-1 GRD IW vv+vh imagery from the European Space Agency, processed by Microsoft Planetary Computer, available under CC BY 4.0
• Landsat 8/9 OLI-TIRS imagery from NASA/USGS, public domain
• The USDA Cropland Data Layer from USDA, public domain
• ERA5 monthly reanalysis data from ECMWF, available under CC-BY
• OpenStreetMap vector data, available under ODbL
• Shuttle Radar Topography Mission (SRTM) Digital Elevation from USGS, public domain.
• WorldCereal 2021 cropland map from ESA, available under Creative Commons Attribution 4.0 International.
• WorldCover 2021 land cover map from ESA, available under Creative Commons Attribution 4.0 International.
• WRI Canopy Height Maps from World Resources Institute and Meta, available under Creative Commons Attribution 4.0 International.