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GARS Lab: Global Lake Area (GLAKES)

Global Aqua Remote Sensing laboratory product giving maximum extents of 3.4 million lakes (>0.03 km2) over 1984-2019 with probability-weighted area for sub-periods and flags for glacier-fed, permafrost, endorheic and man-made reservoirs.

garslab.com

At a glance

Region
Global
Coverage
Global
Access
Free
Category
Research
Last updated
2024

What's inside

  • lake extent
  • reservoir extent
  • surface area

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 extent

  2. 02

    Change over time

    See how lakes and wetlands have grown or shrunk.

  3. 03

    No-gauge areas

    Monitor places with no ground stations.

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

    Segmentation

    Map water, crops and land use pixel by pixel with deep learning.

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