Showing 1 - 12 of 63 results
Tutorial on comparing CARRA and ERA5 2m temperature data

Tutorial on comparing CARRA and ERA5 2m temperature data

Format: notebook
Published: July 16, 2026

Explore and compare CARRA and ERA5 near-surface air temperature reanalysis data using Python and CDS API workflows.

Machine Learning for Operational Forecasters Webinar 3: Case Studies

Machine Learning for Operational Forecasters Webinar 3: Case Studies

Format: Videos
Published: December 3, 2025
This webinar presents a range of case studies comparing the AIFS Single v1 and AIFS ENS v1 models with ECMWF’s IFS and...
Machine Learning for Operational Forecasters Webinar 2: What you need to be aware of

Machine Learning for Operational Forecasters Webinar 2: What you need to be aware of

Format: Videos
Published: November 20, 2025
This webinar explores key considerations for operational forecasters when using forecasts produced by AIFS machine...
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...
Working with Leaf Area Index available through CDS to convert effective LAI to true LAI

Working with Leaf Area Index available through CDS to convert effective LAI to true LAI

Format: notebook
Published: November 20, 2025

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.

Exploring Fire Burned Area products available through the C3S

Exploring Fire Burned Area products available through the C3S

Format: notebook
Published: November 20, 2025

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

Exploring Fire - Active Fire & Fire Radiative Power products available through the C3S

Exploring Fire - Active Fire & Fire Radiative Power products available through the C3S

Format: notebook
Published: November 20, 2025

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.

Exploring global Land Cover available through the Climate Data Store (CDS)

Exploring global Land Cover available through the Climate Data Store (CDS)

Format: notebook
Published: November 20, 2025

Retrieve landcover data from the C3S Climate Data Store, examining, subsetting, saving and re-projecting.

Exploring precipitation information in the GIRAFE dataset

Exploring precipitation information in the GIRAFE dataset

Format: notebook
Published: November 6, 2025

Using GIRAFE data record for climate studies. Two use cases: analysis of time averaged and seasonal data; trend analysis

Explore data on glacier mass change available on the Climate Data Store

Explore data on glacier mass change available on the Climate Data Store

Format: notebook
Published: November 6, 2025

Glacier mass change dataset from the CDS: inspection, plotting and animation of the time series of the annual gridded files

Access and visualisation of the Greenland Ice Sheet velocity data

Access and visualisation of the Greenland Ice Sheet velocity data

Format: notebook
Published: November 6, 2025

Plotting velocity maps and flow vectors of the Greenland Ice Sheet and its major outlet glaciers, using ice velocity data