Introduction to CORDEX regional climate model data on single levels. Compute difference in air temperature climatologies.
Access ERA5 data from the C3S Climate Data Store. Analyse climatologies and trends in near-surface air temperature.
Access CAMS global atmospheric composition forecasts and view time series as animations.
Create maps of CAMS global atmospheric composition forecast data for multiple parameters.
Visualising vertical profiles of species from CAMS data to examine atmospheric layering and profile behaviour.
Downloading, calculating and plotting global CO2 time series using CAMS reanalysis data.
The SAPP system is the ECMWF's operational acquisition and pre-processing system for observations and other input data.
Learn about sources of predictability, seasonal forecast skill and the ECMWF sub-seasonal forecasting system.
Learn how EFI, SOT and Model Climate are built and provide forecast guidance for extreme, or severe weather events.
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.
Learn about uncertainties and chaotic behaviour in NWP, why ensembles are needed and how they are used at ECMWF.
