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SWAT

Soil and Water Assessment Tool for watershed-scale modeling

swat.tamu.edu

At a glance

Region
Global
Coverage
Watersheds worldwide
Access
Free
Category
Software

What's inside

  • Watershed Modeling
  • Agricultural Management
  • Climate Impact
  • Water Quality

What you can do with it

Typical work that data of this type supports.

  1. 01

    Hotspots and trends

    Find where contamination is high and whether it is getting worse.

    Because it has: Water Quality

  2. 02

    Compliance checks

    Compare samples against drinking water and discharge standards.

  3. 03

    Irrigation scheduling

    Decide when and how much to irrigate.

    Because it has: Agricultural Management

Where AI adds value

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

  1. 01

    Risk maps

    Predict contamination where no samples exist, from geology, land use and climate.

  2. 02

    Anomaly alerts

    Catch sudden spikes in sensor or lab data automatically.

  3. 03

    Field-scale ET

    Estimate crop water use per field by combining satellite and weather with ML.

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