Crop History for Clay County, Missouri

2008–2026 · USDA CDL + 2026 ML Forecast

New: 2026 preseason crop forecast estimated

Every agricultural field in Clay County, Missouri now has a calibrated 2026 crop probability — corn, soybean, wheat, cotton, rice, and 16 other classes. Backtest accuracy: F1 ≈ 0.76 corn, ≈ 0.79 soy. View 2026 forecast on the map →

Top Crops (2025)

Grassland/Pasture

31.4%

Deciduous_Forest

13.9%

Developed/Low_Intensity

11.2%

Soybeans

8.6%

Corn

8.4%

Developed/Open_Space

7.8%

Developed/Med_Intensity

6.7%

Open_Water

3.2%

Developed/High_Intensity

2.8%

Woody_Wetlands

1.8%

Dominant Crop by Year

2008: Grassland/Pasture

34.9%

2009: Grassland/Pasture

34.2%

2010: Grassland/Pasture

41.3%

2011: Grassland/Pasture

38.6%

2012: Grassland/Pasture

35.2%

2013: Grassland/Pasture

35.4%

2014: Grassland/Pasture

33.8%

2015: Grassland/Pasture

32.4%

2016: Grassland/Pasture

31.3%

2017: Grassland/Pasture

31.0%

2018: Grassland/Pasture

30.8%

2019: Grassland/Pasture

27.0%

2020: Grassland/Pasture

26.1%

2021: Grassland/Pasture

30.5%

2022: Grassland/Pasture

30.3%

2023: Grassland/Pasture

30.2%

2024: Grassland/Pasture

34.3%

2025: Grassland/Pasture

31.4%

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