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Landslide4sense

Hugging Face dataset ibm-nasa-geospatial/Landslide4sense

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What's in it

Data offered docs-verified
Sentinel-2 multispectral bands B1-B12 (~10 m per pixel) · Slope from ALOS PALSAR (B13) · Digital elevation model from ALOS PALSAR (B14)
Coverage llm-inferred
Global
Resolution docs-verified
~10 m per pixel (all bands resized to this resolution); image patches are 128 x 128 pixels
Formats docs-verified
HDF5 (.h5)
Access llm-inferred
Public Hugging Face dataset page; licence not stated (catalogue licence: null); no auth listed in catalogue metadata

Useful for

Use cases llm-inferred
Training or benchmarking pixel-wise landslide segmentation models on 14-band Sentinel-2 and ALOS PALSAR patches · Using slope and DEM bands as terrain inputs for landslide susceptibility screening · Evaluating landslide extent mapping methods for slope stability and geohazard assessments
Audience llm-inferred
GIS analysts · geotechnical engineers · remote sensing and machine learning practitioners

Limitations

Constraints docs-verified
Dataset viewer fails for the split: server error while post-processing rows · Dataset card split sizes (3799 / 245 / 800 patches) differ from the viewer's split row counts (6.5k / 490 / 1.6k rows) · Search is not available for this dataset
Licence
Unknown — check provider terms
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; 19799 downloads/30d, 7 likes.

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