Showing 1 - 10 of 10 results
Machine Learning for Operational Forecasters Webinar 1: Discover Machine Learning Models

Machine Learning for Operational Forecasters Webinar 1: Discover Machine Learning Models

Format: Videos
Published: November 20, 2025
This webinar briefly describes ECMWF's machine learning work and models - AIFS Single v1 and AIFS ENS v1. How to access...
Analysis of the Earth's radiation budget using the CERES product

Analysis of the Earth's radiation budget using the CERES product

Format: notebook
Published: January 1, 2025

Using Cloud and Earth's Radiant Energy System Energy Balanced and Filled Earth's Radiation Budget data for climate studies

Calculation of global climatology of Earth radiation budget from EUMETSAT's CM SAF CLARA-A3 dataset

Calculation of global climatology of Earth radiation budget from EUMETSAT's CM SAF CLARA-A3 dataset

Format: notebook
Published: January 1, 2025

Earth radiation (top of atmosphere) parameters of EUMETSAT's CM SAF CLARA-A3. Access, process and visualize the data.

Calculation of global distribution and timeseries of Outgoing Longwave Radiation (OLR) using NOAA/NCEI HIRS data

Calculation of global distribution and timeseries of Outgoing Longwave Radiation (OLR) using NOAA/NCEI HIRS data

Format: notebook
Published: January 1, 2025

Introduction to the ECV Earth Radiation Budget, Outgoing Longwave Radiation (OLR) and three use cases

Calculation of global climatology and relative anomalies of surface radiation budget from EUMETSAT's CM SAF CLARA-A3 dataset

Calculation of global climatology and relative anomalies of surface radiation budget from EUMETSAT's CM SAF CLARA-A3 dataset

Format: notebook
Published: January 1, 2025

ECV Surface Radiation Budget. Scratch, access and step-by-step guide on how to process and visualize the data

Data Resources - Reanalyses

Data Resources - Reanalyses

Format: Interactive modules (eLearning)
Published: June 16, 2023

This lesson teaches users the basics of climate reanalysis. The lesson explains how reanalyses are made, an overview of global reanalyses datasets, and their strengths and limitations.

Tutorial on July 2023 record-breaking global surface temperatures using climate data from C3S

Tutorial on July 2023 record-breaking global surface temperatures using climate data from C3S

Format: notebook
Published: January 1, 2023

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

Tutorial on climatologies using climate data from C3S

Tutorial on climatologies using climate data from C3S

Format: notebook
Published: January 1, 2021

Access ERA5 data from the C3S Climate Data Store. Analyse climatologies and trends in near-surface air temperature.

Analysis of September 2020 European heatwave using ERA5 climate reanalysis data from C3S

Analysis of September 2020 European heatwave using ERA5 climate reanalysis data from C3S

Format: notebook
Published: January 1, 2021

Analyse a heatwave with ERA5 data from the C3S Climate Data Store. Compare temperatures with climatology. Plot figures.