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SWORD: SWOT River/Lake Database (UNC)

SWOT Mission River Database combining global river and satellite datasets into nodes/reaches with hydrologic attributes; includes type identifiers distinguishing lakes off-river, lakes on-river (reservoirs) and dams. Provided in netCDF, GeoPackage and shapefile by continent.

gaia.geosci.unc.edu

At a glance

Region
Global
Coverage
Global
Access
Free
Category
Academic
Last updated
2025

What's inside

  • river network
  • lake/reservoir features
  • water surface elevation

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/reservoir features

  2. 02

    Change over time

    See how lakes and wetlands have grown or shrunk.

  3. 03

    Coverage gaps

    Find who lacks safe water or sanitation.

    Because it has: river network

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

    Failure prediction

    Predict pipe bursts and plant failures before they happen.

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