Crop History for Ray County, Missouri

2008–2026 · USDA CDL + 2026 ML Forecast

New: 2026 preseason crop forecast estimated

Every agricultural field in Ray 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

31.2%

Soybeans

22.5%

Deciduous_Forest

17.8%

Corn

14.2%

Developed/Open_Space

3.0%

Developed/Low_Intensity

2.5%

Other_Hay/Non_Alfalfa

1.6%

Open_Water

1.5%

Woody_Wetlands

1.1%

Herbaceous_Wetlands

0.9%

Dominant Crop by Year

2008: Grassland/Pasture

31.0%

2009: Grassland/Pasture

32.4%

2010: Grassland/Pasture

40.9%

2011: Grassland/Pasture

40.4%

2012: Grassland/Pasture

34.4%

2013: Grassland/Pasture

33.9%

2014: Grassland/Pasture

33.6%

2015: Grassland/Pasture

31.2%

2016: Grassland/Pasture

30.2%

2017: Grassland/Pasture

29.7%

2018: Grassland/Pasture

28.5%

2019: Grassland/Pasture

24.6%

2020: Soybeans

24.6%

2021: Grassland/Pasture

28.6%

2022: Grassland/Pasture

27.9%

2023: Grassland/Pasture

28.5%

2024: Grassland/Pasture

35.1%

2025: Grassland/Pasture

31.2%

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