notebook

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.

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 Regional Air Quality Forecast Practical

CAMS Regional Air Quality Forecast Practical

Format: notebook
Published: December 9, 2025

Investigating CAMS regional air-quality forecasts to examine high-resolution pollutant fields and time series.

CAMS-MOS

CAMS-MOS

Format: notebook
Published: December 9, 2025

Exploring bias in CAMS forecasts using observations and introducing how MOS helps address systematic errors.

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.

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.

Emissions

Emissions

Format: notebook
Published: December 9, 2025

Investigating and visualising CAMS NOx anthropogenic and natural emissions inventories.

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.

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 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.