notebook

Visualising a full climate data record of multi-sensor aerosol data

Visualising a full climate data record of multi-sensor aerosol data

Format: notebook
Published: January 1, 2025

Introduction to the C3S Aerosol properties gridded data derived from satellite. Creation of a full Climate Data Record.

Global Air Quality Index

Global Air Quality Index

Format: notebook
Published: January 1, 2024

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

CAMS-MOS

CAMS-MOS

Format: notebook
Published: January 1, 2024

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

Emissions

Emissions

Format: notebook
Published: January 1, 2024

Investigating and visualising CAMS NOx anthropogenic and natural emissions inventories.

Tutorial on July 2023 record-breaking global surface temperatures using climate data from C3S

Tutorial on July 2023 record-breaking global surface temperatures using climate data from C3S

Format: notebook
Published: January 1, 2023

View trends in air and sea surface temperatures in ERA5 data from the C3S Climate Data Store. Calculate and plot anomalies.

Wind chill index with reanalysis data

Wind chill index with reanalysis data

Format: notebook
Published: January 1, 2022

How to combine multiple variables of climate data to create an index: wind speed index as an example

Seasonal forecast verification

Seasonal forecast verification

Format: notebook
Published: January 1, 2022

Access hindcast data of 2-metre temperature; Compute anomalies, averages and verification metrics.

Seasonal Forecast Anomalies

Seasonal Forecast Anomalies

Format: notebook
Published: January 1, 2022

Introduction to calculating seasonal forecast anomalies. Visualisation as spatial maps, time series and interactive plot

Analysis of projected versus historical climatology with CORDEX data

Analysis of projected versus historical climatology with CORDEX data

Format: notebook
Published: January 1, 2022

Introduction to CORDEX regional climate model data on single levels. Compute difference in air temperature climatologies.

Plot an ensemble of CMIP6 climate projections

Plot an ensemble of CMIP6 climate projections

Format: notebook
Published: January 1, 2022

Access CMIP6 global climate projections from the C3S Climate Data Store, plot projected 2m temperature from model ensemble.