Data sources - WorldWeatherAttribution/wwa-wiki GitHub Wiki

Gridded observational products

Some key publicly available gridded datasets are listed below. For WWA internal data availability check here.

Many of these datasets (indicated with * in the tables below) are available on KNMI's Climate Explorer, where they can be analysed interactively and downloaded (although sometimes at lower resolution)

For some of these datasets, near-real-time updates are available: scroll down to select the 'extended version', which contains the latest available data.

  • For ERA5, the extended version includes an 8-day forecast for temperatures and a 5-day forecast for precipitation

 

Reanalysis (multiple variables)

Dataset Temporal res Spatial res Temporal Domain Spatial Domain Updated Notes
E-Obs* daily 0.1 1950-now Europe (25N-71.5N, 25W-45E) monthly
ERA5* daily 0.25 1940-now global daily, ~5 day latency
MSWX daily/3hrly 0.01 1979-now global NRT (3-hourly) Download via rclone; compatible with MSWEP

 

Precipitation

Dataset Temporal res Spatial res Temporal Domain Spatial Domain Updated Notes
CHIRPS* daily 0.05 1981-now 60S-60N 15th of month Also available monthly
CenTrends monthly ? 0.1 1900-2014 60S-60N - Compatible with CHIRPS
GPCC* monthly 0.25 1891-now Africa ?monthly
MSWEP daily/3hrly 0.01 1979-now global Near real-time Download via rclone; compatible with MSWX
TAMSAT daily 0.01 1980-now Africa, land only Every 5 days May be an issue with downloading in stages