dataset · Global

ez_landcover

Hugging Face dataset ivarvdspoel/ez_landcover

Claim this listing

Represent ez_landcover? Send a claim for review so we can discuss listing updates. Claims do not automatically grant ownership or verification.

Data offered llm-inferred: per-patch land-cover class fractions (background, vegetation, built_up, water) · dominant land-cover class per patch (task_dominant_class) · ESA WorldCover 2021 class fractions (wc_frac_* and raw_wc_frac_*) · Sentinel-2 cropped tile references (s2_path) · Koppen climate zone (koppen_zone) · Sentinel-2 cloud and water fractions (s2_cloud_frac, s2_water_frac) · transfer-quality and real-vs-simulated similarity scores
Coverage llm-inferred: Global sample of patches (center_lat -45.91 to 67.7; center_lon -125.36 to 153) · 2024-08-13 to 2026-04-17 (date_s2b range)
Resolution llm-inferred: 10 m source land-cover tiles (ESA WorldCover); patch size not stated
Formats llm-inferred: Parquet (Hugging Face auto-converted viewer) · HDF5 (.h5 label files referenced) · NumPy (.npy mask files referenced) · GeoTIFF (.tif tile and Sentinel-2 references)
Access docs-verified: Open licence (Apache-2.0); no authentication listed in ENTRY (auth null)

Use cases llm-inferred: Train or validate a Sentinel-2 land-cover classifier against ESA WorldCover-derived labels · Screen candidate imagery patches for cloud and water contamination before a land-cover baseline · Benchmark agreement between WorldCover and Sentinel-2 class fractions for a land-cover change study
Audience llm-inferred: GIS analysts · ecologists · remote sensing and geospatial data scientists · planners

Constraints llm-inferred: Train split only, about 10K rows (10K-100K size band) · Global sample; UK coverage is not evidenced in the docs · Four task classes only (background, vegetation, built_up, water) · Labels come from ESA WorldCover 2021, not current-year ground truth · Dataset card has no prose: no methods, update cadence, or quality-score definitions · Sample file paths point to a private cluster path, so the source pipeline is not reproducible from the card

Verified 2026-10-15 via HF API: exists; 484 downloads/30d, 0 likes.

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