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dataset · United Kingdom

Met Office Blended Probabilistic Forecast – UK gridded percentiles

This product provides gridded percentile weather forecasts. The grid resolution is approximately 2km and covers the UK and parts of Western Europe. It is produced by the Met Office IMPROVER Blended Probabilistic Forecast system. It is available in NetCDF format. Blended Probabilistic Forecast data is derived from the Met Office's operational NWP (Numerical Weather Prediction) ensembles and nowcasts. To give more reliable predictions, these are then blended and calibrated using the IMPROVER pipel

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Source details

Licence: This product is licensed under [CC BY-SA](https://creativecommons.org/licenses/by-sa/4.0/deed.en)

Evidence quality: 50.4

Listed in aws-odr public catalogue API on 2026-10-16; relevance/value screened (haiku).

Metadata checked: 2026-10-14T13:20:00.000Z

What's in it

Data offered docs-verified
gridded percentile weather forecasts (UK and Western Europe) · 44 weather parameters incl. cloud, temperature, pressure, humidity, visibility, precipitation rate and accumulations, UV, wind
Coverage docs-verified
UK and parts of Western Europe · past 30 days (rolling archive)
Resolution docs-verified
approximately 2 km (nominal spatial grid)
Update frequency docs-verified
4 times each day, around 00, 06, 12 and 18 UTC
Formats docs-verified
NetCDF
Access docs-verified
Open data, no authentication; licensed CC BY-SA; S3 bucket readable via AWS CLI with --no-sign-request (no AWS account needed)

Useful for

Use cases llm-inferred
Uncertainty ranges (5th/50th/95th percentiles) for temperature and wind inputs to site works and earthworks weather-window planning · Weather-related risk threshold screening for construction or environmental monitoring programmes · Deriving a deterministic 50th-percentile temperature series from probabilistic forecasts for consultancy reporting
Audience llm-inferred
hydrologists · drainage engineers · civils project planners · environmental consultants · GIS analysts

Limitations

Constraints docs-verified
Precipitation percentiles are hard to interpret; high and low percentiles give spatially unrealistic rain extents · Archive limited to the past 30 days · Non-operational service; support enquiries answered within 3-5 business days · Parameters, sites and timesteps may change; info stated as correct as of April 2026

Evidence

Check upstream coverage, uncertainty and licence before use. Station observations are not forecasts or design levels.