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FreeSpace AgencyGlobal

ESA CCI Lakes

Satellite-derived essential climate variables for 2000+ lakes globally from 1992-2022 including lake water level, water extent, surface temperature, ice cover, and ice thickness

climate.esa.int

At a glance

Region
Global
Coverage
2000+ lakes globally, 1992-2022
Access
Free
Category
Space Agency

What's inside

  • Lake Water Level
  • Lake Temperature
  • Lake Ice Cover
  • Water Extent
  • Climate Monitoring

What you can do with it

Typical work that data of this type supports.

  1. 01

    Storage tracking

    Follow storage and releases through the season.

    Because it has: Lake Water Level

  2. 02

    Change over time

    See how lakes and wetlands have grown or shrunk.

  3. 03

    Risk screening

    Screen projects and assets for climate risk.

    Because it has: Lake Temperature

Where AI adds value

Ideas for machine learning and AI agents built on this kind of data.

  1. 01

    Storage from space

    Estimate volume from satellite water area and altimetry.

  2. 02

    Release decisions

    Optimise releases against inflow forecasts.

  3. 03

    Bias correction

    Correct and downscale climate model output for a site.

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