WyLing0v0/uhi-bench

1,192 downloads in 30 days1 likesLast modified 4 Oct 2026View on Hugging Face

The checks could not identify a recognised licence ID in the dataset's metadata.

Declared licence: other, from the tagEvidence: README.md at 5039b90
Licence name on the card: mixed-source-licences, link: https://huggingface.co/datasets/WyLing0v0/uhi-bench/blob/main/LICENSE_MATRIX.csvEvidence: README.md at 5039b90
Licence files: LICENSE_MATRIX.csv, detected as cc-by-4.0Evidence: LICENSE_MATRIX.csv at 5039b90
Declared sources: None listed in the card metadata
Access gated on Hugging Face: No

Each cell links to what was checked: a file, a file list or a Hub record.

Citation text from the card

Main sources include HOSTRADA/DWD, MSG/SEVIRI LST, ERA5 single-level products,
Copernicus elevation and wind-related products, OpenStreetMap/Geofabrik,
VIIRS nighttime lights, Sentinel-2 NDVI, JRC Global Surface Water,
GlobalBuildingAtlas LoD1, ASTI-Network Rome observations, and Temuco station
observations from Martinez-Soto et al. 2023.

The public release ships benchmark-ready gridded products, aligned feature
tables and tensors, and processed station anomaly arrays. Raw GEE raster
exports, raw OSM/Geofabrik vectors, and raw station source files are not
included in the public release.

This is a mixed-source, mixed-licence compilation. Third-party products retain
their original licences and terms of use. No repository-level statement
overrides those terms. UHI-Bench-authored documentation and original metadata
may be reused under CC BY 4.0, but this permission does not extend to data or
derived fields where upstream terms impose different conditions.

The principal licence boundaries are documented in:

- [`LICENSE_MATRIX.csv`](LICENSE_MATRIX.csv): artifact/field-to-source mapping
- [`ATTRIBUTION.md`](ATTRIBUTION.md): required and recommended acknowledgements
- [`PROVENANCE/sources.csv`](PROVENANCE/sources.csv): upstream source registry
- [`PROVENANCE/transformations.csv`](PROVENANCE/transformations.csv): derived-product lineage

Commercial use and redistribution must be assessed component by component.
The German-city building-height attributes and fields derived from
Glo

All datasets marked Unclear | JSON

The same facts for your agent

A free MCP server at mcp.datalicense.uk/mcp. Connect it from an MCP client such as Claude or Cursor.

dataset_licence({ "id": "WyLing0v0/uhi-bench" })
signal: "unclear"
stated_licence: "other"
sources: 0