Showing 1 - 12 of 52 results
Introduction to AIFS ENS v1

Introduction to AIFS ENS v1

Format: Videos
On Tuesday 1 July 2025, the first version of the Artificial Intelligence Forecasting System (AIFS) Ensemble model will...
Introduction to AIFS Single v1

Introduction to AIFS Single v1

Format: Videos
On Tuesday 25 February 2025, a new version of the deterministic model of the Artificial Intelligence Forecasting System...
Discover Anemoi: Introduction to Anemoi

Discover Anemoi: Introduction to Anemoi

Format: Videos
Get started with Anemoi, ECMWF's open-source framework for machine learning weather forecasting. In this introductory...
Machine Learning for Operational Forecasters Webinar 3: Case Studies

Machine Learning for Operational Forecasters Webinar 3: Case Studies

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

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

This webinar briefly describes ECMWF's machine learning work and models - AIFS Single v1 and AIFS ENS v1. How to access...
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: Jupyter notebooks

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

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: Jupyter notebooks

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

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

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

Format: Jupyter notebooks

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: Jupyter notebooks

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: Jupyter notebooks

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: Jupyter notebooks

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