Crop History for Ballard County, Kentucky

2008–2026 · USDA CDL + 2026 ML Forecast

New: 2026 preseason crop forecast estimated

Every agricultural field in Ballard 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)

Soybeans

20.1%

Corn

14.9%

Deciduous_Forest

12.8%

Woody_Wetlands

12.6%

Grassland/Pasture

11.8%

Open_Water

7.2%

Dbl_Crop_WinWht/Soybeans

6.5%

Developed/Open_Space

3.5%

Herbaceous_Wetlands

3.4%

Fallow/Idle_Cropland

3.1%

Dominant Crop by Year

2008: Deciduous_Forest

19.5%

2009: Soybeans

22.4%

2010: Soybeans

22.3%

2011: Deciduous_Forest

21.3%

2012: Deciduous_Forest

20.9%

2013: Deciduous_Forest

20.5%

2014: Deciduous_Forest

20.5%

2015: Deciduous_Forest

22.8%

2016: Deciduous_Forest

20.6%

2017: Soybeans

24.5%

2018: Soybeans

23.0%

2019: Deciduous_Forest

16.4%

2020: Soybeans

22.5%

2021: Soybeans

22.8%

2022: Soybeans

24.4%

2023: Soybeans

19.7%

2024: Soybeans

23.8%

2025: Soybeans

20.1%

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