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CropClimateX
Hugging Face dataset torchgeo/CropClimateX
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What's in it
- Data offered docs-verified
- Sentinel-1/2 imagery · Landsat-8 imagery · MODIS imagery · Daymet weather · heat/cold wave events · U.S. Drought Monitor maps · drought indices · soil and terrain features
- Coverage docs-verified
- 1527 counties in the US · 2018–2022
- Formats docs-verified
- ZARR
- Access docs-verified
- Open; CC-BY-4.0 licence; public, not gated; no authentication listed
Useful for
- Use cases llm-inferred
- Drought and heat/cold-wave exposure history for US agricultural sites · Crop phenology and condition time series from Sentinel, Landsat and MODIS for US land-use baselines · Pretraining or benchmarking remote-sensing models for crop monitoring and yield prediction
- Audience llm-inferred
- GIS analysts · remote sensing scientists · agronomists · climate risk analysts · machine learning researchers
Limitations
- Constraints llm-inferred
- Covers US counties only, so it is not applicable to UK sites despite the catalogue region 'Global' · Dataset viewer is unavailable for this subset · Total size is 6.48 TB · Drought indices come from a master's thesis addition to the original dataset · Sentinel data is not available for every county · Data is in ZARR, so Xarray is recommended for reading
- Licence
- cc-by-4.0
- Authentication
- Unknown — review source docs
- GitHub stars
- Unknown
- Last commit
- Unknown
- Last successful page check
- 14/10/2026
- Page health
- healthy
- Package
- Not recorded
- Verification
- Not independently verified
Provenance & evidence
Verified 2026-10-15 via HF API: exists; 4875 downloads/30d, 9 likes.
Metadata observed 14/10/2026 · research sweep: manual-2026-10-15 (Hugging Face datasets)