High resolution mean sea level pressure and ensemble spread
Base Time: Mon 30 Mar 2026 00 UTC T+96 Valid time: Fri 03 Apr 2026 00 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.
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.
Researchers, WMO members, commercial users and satellite data providers can gain access to ECMWF forecast products under one of our various licence 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.
| 31 March | Panel Discussion: The Future of Earth-System Modelling in the Era of Artificial Intelligence |
| March 16 – April 10 | Online course: Machine Learning for Earth Systems Modelling - Foundations and New Frontiers |
| April 13 – 17 | 5th ECMWF-ESA Machine Learning Workshop |
| April 13 – 17 | Training course: Numerical methods for weather prediction |
| 29 April | Webinar: EWC IAM and Intro to OpenStack Horizon |
| May 18 – 21 | Online Training course: Advanced HPC training |
| June 1 – 4 | Using ECMWF's Forecasts (UEF2026) |
| June 3 – 5 | 9th C3S General Assembly |
ECMWF workshops are open to the worldwide meteorological community, though some training is restricted to member states.