Processing and visualising CAMS ozone fields to visualise and animate the Antarctic ozone hole.
Calculating and mapping the European AQI from CAMS pollutant data and analysing pollutants with heat maps.
How to combine multiple variables of climate data to create an index: wind speed index as an example
Access hindcast data of 2-metre temperature; Compute anomalies, averages and verification metrics.
Introduction to calculating seasonal forecast anomalies. Visualisation as spatial maps, time series and interactive plot
Introduction to CORDEX regional climate model data on single levels. Compute difference in air temperature climatologies.
Access CMIP6 global climate projections from the C3S Climate Data Store, plot projected 2m temperature from model ensemble.
Downloading, calculating and plotting global CO2 time series using CAMS reanalysis data.
Visualising vertical profiles of species from CAMS data to examine atmospheric layering and profile behaviour.
Create maps of CAMS global atmospheric composition forecast data for multiple parameters.
