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Where the magic happens: tar files with a nearest-neighbor similarity index and a duckdb of the model embeddings bundled together. N.B the duckdb table contains all of the embeddings for a given AOI, so can be large (~20-30GB).

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What's in it

Data offered docs-verified: nearest-neighbor similarity index (tar) · DuckDB table of model embeddings per AOI
Formats docs-verified: tar · DuckDB
Access docs-verified: Public visibility; licence not stated in DOCS

Useful for

Use cases llm-inferred: Find sites or habitats with similar embedding signatures to a reference area using the nearest-neighbour index · Bulk offline analysis of model embeddings for a study AOI without re-running the model · Habitat or land-cover similarity screening for BNG baseline context
Audience llm-inferred: GIS analysts · ecologists · planners

Limitations

Constraints llm-inferred: DuckDB table holds all embeddings for an AOI and can be large (~20-30GB) · Licence not stated in DOCS (ENTRY points to product README) · Last updated 21 Sep 2025 per DOCS; currency unverified

Licence: see product README
Authentication: Public; anonymous HTTPS/S3 access via data.source.coop
GitHub stars: Unknown
Last commit: Unknown
Last successful page check: 14/10/2026
Page health: page reachable
Package: Not recorded
Verification: Not independently verified

Provenance & evidence

Verified via Source Cooperative API /api/v1/products/geovibes (public product, updated 2025-09-21).

Metadata observed 14/10/2026 · research sweep: manual-2026-10-15 (source.coop)