Advancing global NWP through international collaboration

High resolution mean sea level pressure and ensemble spread

Base Time: Mon 15 Apr 2024 12 UTC T+96 Valid time: Fri 19 Apr 2024 12 UTC (T+96)

Ensemble forecasts explained
One 'ensemble forecast' consists of 51 separate forecasts made by the same computer model, all activated from the same starting time. The starting conditions for each member of the ensemble are slightly different, and physical parameter values used also differ slightly. The differences between these ensemble members tend to grow as the forecasts progress, that is as the forecast lead time increases. The black lines represent the mean of all the ensemble forecasts for a given time, while the shading indicates the spread. See the middle icon at the bottom right for the colour scale.

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Forecast charts and data

We provide current forecasts, climate reanalyses and specific datasets. These are available via the web, point-to-point dissemination, data servers and broadcasting.

Datasets

Forecasts, analyses, climate re-analyses, reforecasts and multi-model data are available from our archive (MARS) or via dedicated data servers or via point-to-point dissemination.

 Access to forecasts

Researchers, WMO members, commercial users and satellite data providers can gain access to ECMWF forecast products under one of our various license agreement types.

Serving meteorology

International collaboration is fundamental to the work of ECMWF, working with the EU and the meteorological community at large, including the World Meteorological Organization, space agencies, and scientists around the world.

Workshops and education

Education is a key element of our work at ECMWF, enabling our partners to get the most from ECMWF's services and develop an advanced understanding of forecasting.

Full calendar

ECMWF workshops are open to the worldwide meteorological community, though some training is restricted to member states.