Crop History for Logan County, Kentucky

2008–2026 · USDA CDL + 2026 ML Forecast

New: 2026 preseason crop forecast estimated

Every agricultural field in Logan 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)

Deciduous_Forest

23.7%

Grassland/Pasture

21.5%

Corn

19.6%

Dbl_Crop_WinWht/Soybeans

16.2%

Soybeans

4.8%

Developed/Open_Space

4.1%

Mixed_Forest

2.0%

Developed/Low_Intensity

1.3%

Fallow/Idle_Cropland

1.0%

Other_Hay/Non_Alfalfa

0.8%

Dominant Crop by Year

2008: Deciduous_Forest

28.8%

2009: Deciduous_Forest

28.5%

2010: Deciduous_Forest

28.4%

2011: Grassland/Pasture

29.0%

2012: Deciduous_Forest

28.5%

2013: Deciduous_Forest

28.6%

2014: Deciduous_Forest

28.6%

2015: Deciduous_Forest

30.3%

2016: Deciduous_Forest

30.4%

2017: Deciduous_Forest

30.6%

2018: Deciduous_Forest

30.3%

2019: Deciduous_Forest

26.0%

2020: Deciduous_Forest

26.2%

2021: Deciduous_Forest

25.7%

2022: Deciduous_Forest

25.3%

2023: Deciduous_Forest

25.6%

2024: Deciduous_Forest

28.2%

2025: Deciduous_Forest

23.7%

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