Learn how EFI, SOT and Model Climate are built and provide forecast guidance for extreme, or severe weather events.
Learn about sources of error in NWP, how they are quantified, and how ensembles are evaluated.
Learn about seasonal predictability, how numerical seasonal forecast models work and their outputs.
Learn about sources of predictability, seasonal forecast skill and the ECMWF sub-seasonal forecasting system.
Learn about the ways in which forecast jumpiness can appear and how it can be mitigated.
Calculating and mapping the European AQI from CAMS pollutant data and analysing pollutants with heat maps.
Processing and visualising CAMS ozone fields to visualise and animate the Antarctic ozone hole.
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.
