Training

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 and use of satellite-derived Greenhouse Gas (GHG) atmospheric carbon dioxide (CO2) Level 2 data product.

How to access, read and use Greenhouse Gas atmospheric carbon dioxide and methane data: temporal and spatial variation.

This notebook demonstrates the conversion from effective to true LAI using a clumping factor. It includes the propagation of the uncertainty to the true LAI, including many but not all additional sources of uncertainty.

Retrieve data on Burned Area from the C3S Climate Data Store, examining, subsetting, saving and re-projecting it

Fire Radiative Power (FRP) and Active Fire data enable us to quantify biomass burning, improve the accuracy of our estimates of greenhouse gas and aerosol emissions, and support real-time monitoring of fire activity.

View trends in air and sea surface temperatures in ERA5 data from the C3S Climate Data Store. Calculate and plot anomalies.

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.

Introduction to calculating seasonal forecast anomalies. Visualisation as spatial maps, time series and interactive plot

Access hindcast data of 2-metre temperature; Compute anomalies, averages and verification metrics.