OC and SST datasets from CDS: subset and download, visualise time series, aggregate daily to monthly, calculate anomalies
Practical introduction to the Sea level gridded data: plotting data during an El Niño event and over a strong current
Surface Albedo product. Three case studies: data retrieval, visualisation, time-series creation, set up Python environment
LAI and fAPAR retrieved with satellite remote sensing. Computation of inverse variance weights
Access hindcast data of 2-metre temperature; Compute anomalies, averages and verification metrics.
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
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 ways in which forecast jumpiness can appear and how it can be mitigated.
