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FreeGovernmentUnited States
USDA Crop Frequency Layer
Crop-specific planting frequency analysis
nass.usda.gov
At a glance
- Region
- United States
- Coverage
- Major crop frequency mapping
- Access
- Free
- Category
- Government
- Last updated
- 2025
What's inside
- Crop Frequency
- Planting Patterns
- Corn
- Soybeans
- Wheat
- Cotton
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 Frequency
- 02
Water accounting
Track how much water crops actually consume across a command area.
- 03
Crop stress
Spot water stress early in the season.
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
Irrigated area maps
Classify irrigated and rainfed fields from imagery.
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- NOAA Atlas 14 Precipitation FrequencyUnited States | Free
- US Drought Monitor (USDM)United States | Free
- US Water Quality Portal (WQP)United States | Free
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