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low-to-high-res_weather_from_topography
Hugging Face dataset rebase-energy/low-to-high-res_weather_from_topography
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What's in it
- Data offered docs-verified
- SMHI historical weather observations (CSV per weather parameter and station; sample is air temperature) · ECMWF historical weather forecasts from the 4 nearest grid points per SMHI station (PressureReducedMSL, RelativeHumidity, SolarDownwardRadiation, Temperature, WindDirection:10, WindSpeed:10) · Copernicus DEM GLO-30 topography/elevation chunks around each SMHI station · Mean elevation around each of the 4 nearest ECMWF grid points per SMHI station
- Coverage docs-verified
- Sweden (SMHI station network; inferred from the 'sweden_chunks' topography path and SMHI source data) · From 2020 (end date not stated)
- Resolution docs-verified
- Topography: chunks of approximately 361 x 361 points spanning 0.1° x 0.1°. No temporal resolution stated; the SMHI sample rows are at 06, 12 and 18 UTC.
- Formats docs-verified
- CSV · NetCDF · pickle (.pkl)
- Access docs-verified
- Public Hugging Face dataset (no auth listed in ENTRY). Dataset licence is 'other'; underlying terms are SMHI CC BY 4.0, the ECMWF licence and the Copernicus DEM licence, so check each before reuse.
Useful for
- Use cases llm-inferred
- Prototyping downscaling of ECMWF forecasts to topography-resolution grids for site-specific temperature and wind inputs · Evaluating interpolated high-resolution forecasts against sparse SMHI station observations · Training or benchmarking ML models that use elevation to refine coarse weather forecasts
- Audience llm-inferred
- data scientists / ML engineers · meteorologists · hydrologists · GIS analysts
Limitations
- Constraints llm-inferred
- Hugging Face dataset viewer fails to parse the split (FeaturesError on CSV tokenizing), so the schema is not browsable online · Coverage is Sweden/SMHI stations, not UK; ENTRY lists region as Global, which conflicts with the docs · Mixed upstream licences (SMHI CC BY 4.0, ECMWF, Copernicus) under a catch-all 'other' licence · Topography contains NaN values across some longitudes · SMHI observation files must be unzipped before use · Total size about 3.37 GB · Research-oriented dataset from an ERA-Net project; no maintenance or update commitment stated · Not an MCP server or tool; no tools listed in ENTRY
- Licence
- other
- 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; 256 downloads/30d, 3 likes.
Metadata observed 14/10/2026 · research sweep: manual-2026-10-15 (Hugging Face datasets)