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LandsatQuake

Hugging Face dataset Vihaanakshaay/LandsatQuake

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Data offered docs-verified: landslide object-detection bounding boxes (Pascal VOC XML) · landslide instance-segmentation polygons (YOLO TXT) · raw polygon annotations (ZIP)
Coverage docs-verified: 31 landslide inventories from 21 earthquake-prone regions across the world, total 5.56 × 10⁷ km² · last 40 years (events listed from 1987 to 2016)
Resolution docs-verified: 224 × 224 px image patches; ground sampling distance not stated
Formats docs-verified: JPEG · Pascal VOC XML · YOLO TXT · ZIP (raw polygon annotations)
Access docs-verified: Free and open; licence CC0-1.0; obtain by git clone plus git lfs pull (no auth listed in ENTRY)

Use cases llm-inferred: Post-earthquake landslide inventory benchmarking for hazard assessment scoping · Prototyping landslide detection models on Landsat imagery for rapid-response mapping · Training-data sourcing for slope-hazard screening tools
Audience llm-inferred: remote sensing and ML analysts · GIS analysts · geohazard and geotechnical engineers · environmental consultants

Constraints docs-verified: Do not use load_dataset(): the auto-parquet conversion drops bounding-box annotations and replaces filenames with hashes · Must clone the repository and run git lfs pull; the dataset is about 1.04 GB · Imagery is limited to 224 × 224 px patches · Single landslide class; georeferencing, ground sampling distance and update schedule are not stated

Verified 2026-10-15 via HF API: exists; 378 downloads/30d, 0 likes.

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