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ImpactMesh-Fire
Hugging Face dataset ibm-esa-geospatial/ImpactMesh-Fire
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What's in it
- Data offered docs-verified
- Sentinel-2 L2A optical (all bands, four time steps) · Sentinel-2 RGB quicklook (event time step) · Sentinel-1 RTC SAR (four time steps) · Copernicus DEM · Burn scar annotation masks from Copernicus EMS
- Coverage docs-verified
- Global (200+ fire events; 229 wildfire events in splits)
- Formats docs-verified
- TAR
- Access docs-verified
- Free download under CC-BY 4.0 (about 50.5 GB total); the entry lists no auth
Useful for
- Use cases llm-inferred
- Training or fine-tuning burn scar mapping models using SAR and optical fusion · Testing model generalisation to unseen wildfire events with the test_holdout split · Post-fire burn scar baseline for ecological impact assessment (non-UK, research use)
- Audience llm-inferred
- GIS analysts · remote sensing and EO specialists · ML engineers working on EO data · ecologists
Limitations
- Constraints llm-inferred
- Wildfire-focused; no UK-specific coverage is stated · Dataset Viewer is disabled on the Hugging Face page · Technical report not yet released, so citation is pending · Archives must be downloaded and extracted before use (about 50.5 GB total) · v1 is the recommended release; v0 is only available on request · Sample file formats inside the tar archives are not stated
- 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; 561 downloads/30d, 3 likes.
Metadata observed 14/10/2026 · research sweep: manual-2026-10-15 (Hugging Face datasets)