dataset · Global

wildfires-cems

Hugging Face dataset links-ads/wildfires-cems

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Data offered docs-verified: burned area delineation (DEL, binary uint8 0/1) · burn grading map (GRA, uint8 0-4, where available) · land cover classes (ESA WorldCover 2020, ESA_LC) · cloud cover mask (CM, generated with CloudSen12) · Sentinel-2 L2A image (S2L2A, 12 channels, reflectance/10k)
Coverage docs-verified: Europe (stated focus on European soil); ENTRY region lists Global
Formats docs-verified: GeoTIFF · PNG · JSON · tar.gz (multipart, Git LFS)
Access docs-verified: Open access under CC-BY-4.0; obtained by git clone from Hugging Face (Git LFS), then reassembled and extracted

Use cases llm-inferred: Training or benchmarking burned-area segmentation models on Sentinel-2 imagery for post-fire mapping · Checking remotely sensed burn extents against CEMS delineations for post-wildfire catchment assessment · Land-cover context from ESA WorldCover for burn-scar erosion and sediment risk screening
Audience llm-inferred: GIS analysts · remote sensing specialists · hydrologists · ecologists

Constraints docs-verified: Hugging Face dataset viewer unavailable for this subset · Distributed as split tar.gz parts; must be merged and extracted before use · Extracted files keep archive directory structure, so train/val/test folders may need reorganising · Docs describe a European focus, whereas the catalogue entry lists Global · Total size about 18.4 GB

Verified 2026-10-15 via HF API: exists; 612 downloads/30d, 6 likes.

Metadata observed 14/10/2026 · research sweep: manual-2026-10-15 (Hugging Face datasets)