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TerraMesh
Hugging Face dataset ibm-esa-geospatial/TerraMesh
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What's in it
- Data offered docs-verified
- multimodal Earth observation pre-training samples · sample_id and split (train/validation) · centre lon/lat, crs, bounds, geometry · S2_time and S1_time timestamps · cloud_cover
- Coverage llm-inferred
- Global (inferred from sample centre coordinates across several continents) · 2018–2023 (inferred from sample timestamps)
- Formats docs-verified
- parquet
- Access docs-verified
- Licence CC-BY-SA-4.0; no authentication listed in ENTRY (auth: null)
Useful for
- Use cases llm-inferred
- Build a paired Sentinel-1/Sentinel-2 patch training set for a land-cover or habitat classifier prototype · Pre-train or fine-tune a multimodal EO foundation model with cloud-cover filtering · Benchmark cloud-cover and acquisition-date sampling strategies before applying a model to a site-specific habitat baseline
- Audience llm-inferred
- remote sensing and machine learning engineers · GIS analysts · ecologists building habitat-mapping prototypes
Limitations
- Constraints llm-inferred
- Pixel resolution and update frequency are not stated in the docs · Preview shows only sample rows; the overall geographic and temporal coverage is not documented · Dataset card has no written description of the modalities or sensors · Pre-training dataset rather than an analysis-ready product; requires EO data-handling skills · CC-BY-SA-4.0 share-alike terms may restrict derived datasets or models · Validation split is 89.1k rows against 8.93M train rows; no test split is listed
- Licence
- cc-by-sa-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; 19678 downloads/30d, 35 likes.
Metadata observed 14/10/2026 · research sweep: manual-2026-10-15 (Hugging Face datasets)