Teal is a free visualisation tool that enables you to explore climate variables from 1950 to near real time, and carbon emissions from 1960. It also allows to explore projections of climate variables from 2015 to 2100 for three different GHG emission scenarios (‘low’, ‘medium’ and ‘high’ emissions).

A global map shows climate data by country and sub-country. These show as temporal resolutions.

Teal is not an acronym, rather the name comes from the colour of its background! Try Teal today!


Teal provides free access to easy-to-use climate data. You don’t need technical expertise in complex datasets to use Teal. The hard work has already been done for you by WEMC climate data specialists. In a few clicks you can visualise and download the data, as well as graphs, that can be used to inform  your decisions.

For more information and opportunities surrounding Teal, please contact us here and watch the videos below:


Teal offers a free and unique opportunity for students, educators, climate activists and the environmentally-conscious public to explore how the climate has changed. It is ideal for enhancing global dialogue, participation and sharing ideas in climate change education and awareness.  

Teal can also assist businesses within industries including energy, water, agriculture and insurance to make informed management and development decisions based on robust historical, projection, observation climate data. Teal helps businesses to drive action as it removes the need to spend time collecting and visualising climate data manually. 


TEAL was built on previous C3S demo tools: the European Climatic Energy Mixes (ECEM, 2015-2018) demo and the C3S Climate & Energy Educational Demo (2019-2020).

The historical climate data comes from the ECMWF ERA5 datasets that provide hourly estimates of a large number of atmospheric, land and oceanic climate variables. Additional information on ERA5 including resolution and accuracy can be found here.

The carbon emission data comes from the Global Carbon Project (GCP). The best and only reference to the data can be found here, which is updated every year.

The projection data comes from ten of the CMIP6 (the Coupled Model Intercomparison Project Phase 6) models, more details on CMIP6 data for users is found here. The ten models were chosen with the constraint that they had available, at the time the data was downloaded, all four variables for all three scenarios that Teal uses.

Note that both ERA5 and CMIP6 data derive from global models of the Earth-atmosphere-ocean system with computational constraints on spatial resolution, so some small scale meteorological features may not be well represented.

The historical temperature observations come from the Climate Research Unit (CRU) dataset.

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Teal is a free visual tool that enables you to explore climate variables, carbon emissions and other indicators and features which are being actively developed and added. Documentation, guidance, functionality and data are periodically generated and reviewed for inclusion. The developers are not liable for consequences due to decisions taken on the basis of the data displayed in and provided through the tool.

Introduction to Teal

Teal Tour

Temperature Tutorial

Precipitation Tutorial

Info on the datasets/CSV files

Download info for Admin-0 (Countries) column headers here.

Download info for Admin-1 (States / Regions) column headers here.

Download info for NUTS2 (Europe regions) column headers here.

Teal versions

Click here to try the collaboration with ENEL Foundation, which adds new socioeconomic variables to the Teal tool. Further information can be found here.

Variable Fact Sheets

Click on an icon below to download a factsheet for that variable, containing definitions, fun facts, a glossary and more!

Climate Variables

The following climate variables can be selected via the Edu Demo: air temperature, wind speed (at 10m height), total precipitation and solar radiation. These are chosen both for their importance as climatic indicators, but also because the are the main factors affecting the energy variables displayed with the Edu Demo.

Air temperature is the main indicator of how the climate evolves. It is linked to electricity demand, and can also affect solar power production.

Wind speed provides an indication of the strength of the atmospheric circulation. It is also linked to wind power production.

Precipitation provides an indication of how wet or dry the earth system is. It is also linked to hydroelectric production (the latter is not currently available on the Edu Demo).

Solar radiation is the amount of energy coming from the sun that reaches the ground. It is also linked to solar power production.

Carbon dioxide (CO2) is a colourless, odourless and non-poisonous gas formed by combustion of carbon and in the respiration of living organisms and is considered a greenhouse gas. Emissions means the release of greenhouse gases and/or their precursors into the atmosphere over a specified area and period of time.



  • Intuitive Search Functionality: Easily locate and select countries and their administrative regions by name using our new search box feature.
  • Dynamic Colour Scale: Adjusts to the actual data being visualised, providing a more insightful experience.
  • New Types of Charts: Designed for customers’ specific needs.
  • PDF Creation: Ability to select multiple regions and create PDFs of the charts being displayed.

Bug Fixes:

  • Angular Upgrade: Upgraded from Version 8 to Version 15, which includes essential Angular bug fixes.

Performance Improvements:

  • Optimised Data Retrieval: Improved data fetching from the database and better error handling for network-related issues, ensuring smoother performance.
  • Faster Loading Times: Due to the upgrade of the underlying software.
  • Revamped Code Base: Modularised code base simplifying the creation and maintenance of custom Teal versions.
  • Teal UI Enhancements: Adoption of Material Design Components for an improved user interface.





  • Simplified menu, with two geographical views: Countries and Sub-Countries
  • Merged view of Europe and other sub-regions
  • Extended data to the end December 2020
  • Share Button in the main menu allows for link to your current session to be shared 

Bug Fixes:

  • General bug fixes 

Performance Improvements:

  • Reduced overall loading time with the better use of the cache 





  • Added min/max values to colour bar
  • Added Europe sub-regions (NUTS2)
  • Update About tab with links to Teal webpage

Bug Fixes:

  • Missing countries added
  • Fixed min/max issues on colour slider 
  • Showing all seasons in the seasonal map data points 
  • Fixed Precipitation min/max values

Performance Improvements:

  • Removed unnecessarily filter icons during tour

Frequently Asked Questions:

Why does the data end at 2020?

At launch, Teal supports historical data until end 2020. However in future updates we will bring the available historical data close to ‘real-time’ (1 week lag).

Including the planned climate projections updates, this will expand the total covered time range to 1979 – 2100.


Please contact us for more information and opportunities surrounding Teal. If you encounter any issues using the tool, these can often be resolved by refreshing the webpage. If you discover a persistent and repeatable bug, please send us a message, including your browser (eg Chrome, Firefox etc) , operating system (OSX, Windows, Linux) and device (PC, iPhone, tablet).

Alternatively, you can contact us on the Teal Tool Instagram account!