Showing 25 - 36 of 54 results
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

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

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.

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 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.

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.

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 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.

How to access and use a satellite-derived GHG Level 2 data product using XCO2_EMMA as an example

How to access and use a satellite-derived GHG Level 2 data product using XCO2_EMMA as an example

Format: notebook
Published: January 1, 2025

Access and use of satellite-derived Greenhouse Gas (GHG) atmospheric carbon dioxide (CO2) Level 2 data product.

How to access, read and use satellite XCO2 and XCH4 Level 3 data products

How to access, read and use satellite XCO2 and XCH4 Level 3 data products

Format: notebook
Published: January 1, 2025

How to access, read and use Greenhouse Gas atmospheric carbon dioxide and methane data: temporal and spatial variation.

Working with Leaf Area Index available through CDS to convert effective LAI to true LAI

Working with Leaf Area Index available through CDS to convert effective LAI to true LAI

Format: notebook
Published: January 1, 2025

This notebook demonstrates the conversion from effective to true LAI using a clumping factor. It includes the propagation of the uncertainty to the true LAI, including many but not all additional sources of uncertainty.

Exploring Fire Burned Area products available through the C3S

Exploring Fire Burned Area products available through the C3S

Format: notebook
Published: January 1, 2025

Retrieve data on Burned Area from the C3S Climate Data Store, examining, subsetting, saving and re-projecting it