Showing 1 - 12 of 19 results
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...
Understanding Uncertainty in Weather Forecasts

Understanding Uncertainty in Weather Forecasts

Format: Interactive modules (eLearning)
Published: October 9, 2025

Learn about the main sources of uncertainty in weather forecasting and how they are addressed in early warning systems.

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...
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...
The Extreme Forecast Index (EFI) and the Shift Of Tail (SOT) index

The Extreme Forecast Index (EFI) and the Shift Of Tail (SOT) index

Format: Interactive modules (eLearning)
Published: May 15, 2023

Learn how EFI, SOT and Model Climate are built and provide forecast guidance for extreme, or severe weather events.

Ensemble Forecasting: Sources of forecast uncertainty (introduction)

Ensemble Forecasting: Sources of forecast uncertainty (introduction)

Format: Interactive modules (eLearning)
Published: May 15, 2023

Learn about sources of error in NWP, how they are quantified, and how ensembles are evaluated.

Seasonal forecasting

Seasonal forecasting

Format: Interactive modules (eLearning)
Published: May 15, 2023

Learn about seasonal predictability, how numerical seasonal forecast models work and their outputs.

The ECMWF sub-seasonal (extended range) forecasts: Introduction

The ECMWF sub-seasonal (extended range) forecasts: Introduction

Format: Interactive modules (eLearning)
Published: May 15, 2023

Learn about sources of predictability, seasonal forecast skill and the ECMWF sub-seasonal forecasting system.

Forecast Jumpiness: An introduction

Forecast Jumpiness: An introduction

Format: Interactive modules (eLearning)
Published: May 15, 2023

Learn about the ways in which forecast jumpiness can appear and how it can be mitigated.