Crop History for Union County, Kentucky

2008–2026 · USDA CDL + 2026 ML Forecast

New: 2026 preseason crop forecast estimated

Every agricultural field in Union County, Kentucky 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)

Corn

26.0%

Soybeans

22.8%

Deciduous_Forest

13.8%

Woody_Wetlands

10.0%

Grassland/Pasture

8.8%

Open_Water

5.6%

Developed/Open_Space

2.7%

Fallow/Idle_Cropland

2.6%

Herbaceous_Wetlands

1.8%

Dbl_Crop_WinWht/Soybeans

1.8%

Dominant Crop by Year

2008: Corn

26.0%

2009: Corn

27.4%

2010: Corn

27.6%

2011: Soybeans

26.5%

2012: Corn

32.9%

2013: Corn

30.6%

2014: Corn

29.3%

2015: Corn

27.1%

2016: Corn

31.3%

2017: Soybeans

27.0%

2018: Soybeans

26.6%

2019: Corn

26.5%

2020: Corn

28.1%

2021: Corn

28.4%

2022: Soybeans

27.1%

2023: Corn

28.6%

2024: Soybeans

26.8%

2025: Corn

26.0%

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