New: 2026 preseason crop forecast estimated

Every agricultural field in Barren 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)

Grassland/Pasture

41.8%

Deciduous_Forest

23.8%

Soybeans

6.8%

Corn

6.3%

Developed/Open_Space

6.1%

Open_Water

2.3%

Developed/Low_Intensity

1.8%

Mixed_Forest

1.7%

Tobacco

1.5%

Dbl_Crop_WinWht/Corn

1.2%

Dominant Crop by Year

2008: Deciduous_Forest

32.9%

2009: Deciduous_Forest

32.6%

2010: Grassland/Pasture

34.9%

2011: Grassland/Pasture

49.4%

2012: Grassland/Pasture

46.5%

2013: Grassland/Pasture

38.7%

2014: Grassland/Pasture

39.8%

2015: Deciduous_Forest

34.6%

2016: Deciduous_Forest

34.6%

2017: Deciduous_Forest

34.5%

2018: Deciduous_Forest

34.5%

2019: Deciduous_Forest

27.1%

2020: Deciduous_Forest

28.0%

2021: Deciduous_Forest

27.6%

2022: Deciduous_Forest

27.2%

2023: Deciduous_Forest

27.3%

2024: Grassland/Pasture

41.8%

2025: Grassland/Pasture

41.8%

Crop History for Barren County, Kentucky

New: 2026 preseason crop forecast estimated

Top Crops (2025)

Dominant Crop by Year