notebook

CAMS Regional Air Quality Forecast Practical

CAMS Regional Air Quality Forecast Practical

Format: notebook
Published: January 1, 2025

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

CAMS Global Reanalysis Practical

CAMS Global Reanalysis Practical

Format: notebook
Published: January 1, 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: January 1, 2025

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

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: January 1, 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: January 1, 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: January 1, 2025

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

Computing the time average of LAI and fAPAR using inverse variance weights

Computing the time average of LAI and fAPAR using inverse variance weights

Format: notebook
Published: January 1, 2025

LAI and fAPAR retrieved with satellite remote sensing. Computation of inverse variance weights

Exploring the Climate Change Service (C3S) Surface Albedo product available through the Climate Data Store (CDS)

Exploring the Climate Change Service (C3S) Surface Albedo product available through the Climate Data Store (CDS)

Format: notebook
Published: January 1, 2025

Surface Albedo product. Three case studies: data retrieval, visualisation, time-series creation, set up Python environment

Looking at Sea Level and derived Surface Current data

Looking at Sea Level and derived Surface Current data

Format: notebook
Published: January 1, 2025

Practical introduction to the Sea level gridded data: plotting data during an El Niño event and over a strong current

Analyzing Ocean Colour and Sea Surface Temperature during El Niño and La Niña Events

Analyzing Ocean Colour and Sea Surface Temperature during El Niño and La Niña Events

Format: notebook
Published: January 1, 2025

OC and SST datasets from CDS: subset and download, visualise time series, aggregate daily to monthly, calculate anomalies