Applications and New Directions Online training course 3Cutting edge applications of ML in weather and climate science ...
Architectures, Data, and Prediction Online training course 2ML workflows from theory to practice 01 June 20...
Foundations and New Frontiers Online training course 1From foundations to hands-on applications! 16 March 2026 ...
The SAPP system is the ECMWF's operational acquisition and pre-processing system for observations and other input data.
Learn about sources of error in NWP, how they are quantified, and how ensembles are evaluated.
Metview is a meteorological workstation application that enables you to access and visualise meteorological data.
ecFlow is a workflow package that enables users to run a large number of programmes behind a firewall.
Learn how sub-grid-scale processes (not explicitly simulated in NWP), are parameterised and how challenges are overcome.
Learn about data assimilation and how it is used to define ‘optimal' initial conditions for NWP at ECMWF.
Learn about uncertainties and chaotic behaviour in NWP, why ensembles are needed and how they are used at ECMWF.
Learn about the role of satellite observations and measurements, and how these are assimilated and monitored for NWP.
Learn about the ways in which forecast jumpiness can appear and how it can be mitigated.
