Calculating and mapping the European AQI from CAMS pollutant data and analysing pollutants with heat maps.
Computing and visualising the global AQI from CAMS pollutants to assess air-quality conditions worldwide.
Processing and visualising CAMS ozone fields to visualise and animate the Antarctic ozone hole.
Access CMIP6 global climate projections from the C3S Climate Data Store, plot projected 2m temperature from model ensemble.
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.
Introduction to calculating seasonal forecast anomalies. Visualisation as spatial maps, time series and interactive plot
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.
