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FreeGovernmentGlobal
USDA Climate Hubs SWAT Tools
SWAT applications for climate change assessment
climatehubs.usda.gov
At a glance
- Region
- Global
- Coverage
- Climate-agriculture interface
- Access
- Free
- Category
- Government
- Last updated
- 2025
What's inside
- Climate Impact
- Agricultural Adaptation
- Watershed Management
- SWAT Applications
- Decision Support
Terms explained
What you can do with it
Typical work that data of this type supports.
- 01
Risk screening
Screen projects and assets for climate risk.
Because it has: Climate Impact
- 02
Future water
Estimate water availability under future scenarios.
- 03
Irrigation scheduling
Decide when and how much to irrigate.
Because it has: Agricultural Adaptation
Where AI adds value
Ideas for machine learning and AI agents built on this kind of data.
- 01
Bias correction
Correct and downscale climate model output for a site.
- 02
Emulators
Replace slow model runs with fast ML emulators.
- 03
Field-scale ET
Estimate crop water use per field by combining satellite and weather with ML.
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