Showing 1 - 12 of 112 results
End-to-End Observation-Based ML forecasting podcast

End-to-End Observation-Based ML forecasting podcast

In this podcast observation-based ML is discussed. From its methods and architecture to challenges and opportunities of...
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 Earth Systems Modelling - Course 3

Machine Learning for Earth Systems Modelling - Course 3

Format: Interactive modules (eLearning)
Published: May 15, 2026

Applications and Future Directions Online training course 3Cutting edge applications of ML in weather and climate science ...

Trust, Transparency, and the Changing Skill of Forecasting in the Age of AI

Trust, Transparency, and the Changing Skill of Forecasting in the Age of AI

Format: Podcast
Published: April 24, 2026
Stefanie Holborn is head of the observation, modelling, and verification centre at Deutscher Wetterdienst (DWD), and...
Predictability for AI based Earth System Models

Predictability for AI based Earth System Models

Format: Podcast
Published: April 24, 2026
Tobias Seiz is a researcher on atmospheric predictability on KIT. In this podcast, he introduces the concept of...
Machine Learning for Earth Systems Modelling - Course 2

Machine Learning for Earth Systems Modelling - Course 2

Format: Interactive modules (eLearning)
Published: April 7, 2026

Architectures, Data, and Prediction Online training course 2ML workflows from theory to practice 01 June 20...

Participatory Approaches for Disaster Preparedness and Response Planning - principles and practice

Participatory Approaches for Disaster Preparedness and Response Planning - principles and practice

Format: Interactive modules (eLearning)
Published: February 16, 2026

Participatory approaches in disaster preparedness and response planning are increasingly recognised as a cornerstone of effective disaster risk management. Technical solutions alone are not enough if ...

Machine Learning for Earth Systems Modelling - Course 1

Machine Learning for Earth Systems Modelling - Course 1

Format: Interactive modules (eLearning)
Published: February 2, 2026

Foundations and New Frontiers Online training course 1From foundations to hands-on applications! 16 March 2026 ...

Emissions

Emissions

Format: notebook
Published: December 9, 2025

Investigating and visualising CAMS NOx anthropogenic and natural emissions inventories.

Comparing satellite data with models

Comparing satellite data with models

Format: notebook
Published: December 9, 2025

Introducing the theory of comparing satellite retrievals with model fields using averaging kernels and operators.

TROPOMI Ozone Profile retrievals

TROPOMI Ozone Profile retrievals

Format: notebook
Published: December 9, 2025

Analysing TROPOMI ozone profiles using averaging kernels to compare satellite retrievals with model vertical structure.

Comparing TROPOMI NO2 columns with the CAMS regional air quality ensemble product

Comparing TROPOMI NO2 columns with the CAMS regional air quality ensemble product

Format: notebook
Published: December 9, 2025

Comparing TROPOMI NO₂ observations with CAMS regional fields to assess spatial patterns and air-quality variability.