84files
1.8 GBof open data products
12public sources, credited per file
Workshop 1 · 22 files
Reservoirs and rivers from space
- Monthly open-water area of each reservoir since 2017 (Sentinel-2)
- Upstream catchments, rainfall since 1981 and the SPI drought index
- Water-quality indicators and AI change layers
Workshop 2 · 62 files
Minerals, mining and water
- Mineral maps from Sentinel-2, ASTER, EMIT and EnMAP
- Hyperspectral subsets and AI embeddings
- Mine time-lapses since 1990 and river sediment records
How to use
The workshop notebooks read these files directly — no account is needed. The full list, with a description and the sources of every file, is in the catalogue.
File catalogue (JSON) Read meSources and attribution
- ASTER L1T (NASA/METI), via Microsoft Planetary Computer
- CHIRPS v2.0 (Funk et al. 2015), UCSB Climate Hazards Center
- Contains modified Copernicus Sentinel data (ESA), via Earth Search on AWS
- Contains modified EnMAP data © DLR
- Global-scale mining polygons v2 (Maus et al. 2022, PANGAEA), CC BY-SA 4.0
- HydroBASINS (Lehner & Grill 2013)
- JRC Global Surface Water 1984–2021 (Pekel et al. 2016, Nature 540)
- NASA EMIT L2B mineral identification, LP DAAC (NASA JPL)
- Natural Earth (public domain)
- OpenStreetMap (name look-up)
- The AlphaEarth Foundations Satellite Embedding dataset is produced by Google and Google DeepMind (CC-BY 4.0)
- USGS Spectral Library Version 7 (Kokaly et al. 2017), public domain