Showing 1 - 12 of 109 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 Earth Systems Modelling - Course 3

Machine Learning for Earth Systems Modelling - Course 3

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

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

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...

An Introduction to Machine Learning in Weather and Climate Science

An Introduction to Machine Learning in Weather and Climate Science

Peer Nowack, Professor for Artificial Intelligence in Climate and Environmental Sciences at Karlsruhe Institute of...
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.

Global Air Quality Index

Global Air Quality Index

Format: notebook
Published: December 9, 2025

Computing and visualising the global AQI from CAMS pollutants to assess air-quality conditions worldwide.

CAMS Global Atmospheric Composition Forecast Practical

CAMS Global Atmospheric Composition Forecast Practical

Format: notebook
Published: December 9, 2025

Evaluating CAMS global aerosol forecasts by comparing model AOD with AERONET observations at selected sites.

CAMS Global Reanalysis Practical

CAMS Global Reanalysis Practical

Format: notebook
Published: December 9, 2025

Exploring CAMS global reanalysis fields to study atmospheric composition, trends, and long-term variability.