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 ...
Jupyter notebook based tutorials that demonstrate how to access and handle atmospheric products available through CAMS.
The SAPP system is the ECMWF's operational acquisition and pre-processing system for observations and other input data.
Introducing the theory of comparing satellite retrievals with model fields using averaging kernels and operators.
Analysing TROPOMI ozone profiles using averaging kernels to compare satellite retrievals with model vertical structure.
Comparing TROPOMI NO₂ observations with CAMS regional fields to assess spatial patterns and air-quality variability.
Evaluating CAMS global aerosol forecasts by comparing model AOD with AERONET observations at selected sites.
Exploring CAMS global reanalysis fields to study atmospheric composition, trends, and long-term variability.
Investigating CAMS regional air-quality forecasts to examine high-resolution pollutant fields and time series.
