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FreeSoftwareGlobal
AquaCrop
FAO crop water productivity model for yield prediction under water stress
fao.org
At a glance
- Region
- Global
- Coverage
- Agricultural production systems
- Access
- Free
- Category
- Software
What's inside
- Crop Modeling
- Water Productivity
- Climate Scenarios
- Yield Prediction
What you can do with it
Typical work that data of this type supports.
- 01
Irrigation scheduling
Decide when and how much to irrigate.
Because it has: Crop Modeling
- 02
Water accounting
Track how much water crops actually consume across a command area.
- 03
Risk screening
Screen projects and assets for climate risk.
Because it has: Climate Scenarios
Where AI adds value
Ideas for machine learning and AI agents built on this kind of data.
- 01
Field-scale ET
Estimate crop water use per field by combining satellite and weather with ML.
- 02
Demand forecasts
Predict irrigation demand weeks ahead for canal and pump planning.
- 03
Bias correction
Correct and downscale climate model output for a site.
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