This notebook provides a practical introduction to calculating seasonal forecast anomalies with data from the Copernicus Climate Change Service (C3S). C3S seasonal forecast products are based on data from several state-of-the-art seasonal prediction systems. In this tutorial we shall focus on the...

This notebook provides a practical introduction on how to produce some verification metrics and scores for seasonal forecasts with data from the Copernicus Climate Change Service (C3S). C3S seasonal forecast products are based on data from several state-of-the-art seasonal prediction systems. In...

In this tutorial we will access data from the Climate Data Store (CDS) of the Copernicus Climate Change Service (C3S), and analyse climatologies and trends in near-surface air temperature. The tutorial comprises the following steps:

In this tutorial we will access data from the Climate Data Store (CDS) of the Copernicus Climate Change Service (C3S), and analyse air and sea surface temperatures comparing July 2023 record breaking values with climatologies. The tutorial comprises the following steps:

This tutorial will demonstrate how to combine multiple variables of climate data to create an index. The example provided is of the wind speed index, but similar principles can be applied to many other types of single or multi-variable indices.