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C3S data tutorials Jupyterbook

C3S data tutorials Jupyterbook

Format: jupyterbook
Published: January 1, 2026

Jupyter notebook based tutorials that demonstrate how to access and handle climate data available through C3S.

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...
Introduction to AIFS ENS v1

Introduction to AIFS ENS v1

Format: Videos
Published: June 24, 2025
On Tuesday 1 July 2025, the first version of the Artificial Intelligence Forecasting System (AIFS) Ensemble model will...
Understanding Climate Data

Understanding Climate Data

Format: Interactive modules (eLearning)
Published: May 7, 2025

From analysis of the past to future projections Short online courseBecause you don't have to be a climate scientist to make climate data work for you! ...

Introduction to AIFS Single v1

Introduction to AIFS Single v1

Format: Videos
Published: February 24, 2025
On Tuesday 25 February 2025, a new version of the deterministic model of the Artificial Intelligence Forecasting System...
Visualising a full climate data record of multi-sensor aerosol data

Visualising a full climate data record of multi-sensor aerosol data

Format: notebook
Published: January 1, 2025

Introduction to the C3S Aerosol properties gridded data derived from satellite. Creation of a full Climate Data Record.

Exploring gridded data on aerosol properties available on C3S

Exploring gridded data on aerosol properties available on C3S

Format: notebook
Published: January 1, 2025

Introduction to the C3S Aerosol properties gridded data derived from satellite. Use cases for monthly mean single sensor data.

How to access and use a satellite-derived GHG Level 2 data product using XCO2_EMMA as an example

How to access and use a satellite-derived GHG Level 2 data product using XCO2_EMMA as an example

Format: notebook
Published: January 1, 2025

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

How to access, read and use satellite XCO2 and XCH4 Level 3 data products

How to access, read and use satellite XCO2 and XCH4 Level 3 data products

Format: notebook
Published: January 1, 2025

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