Crop History for Pendleton County, Kentucky

2008–2026 · USDA CDL + 2026 ML Forecast

New: 2026 preseason crop forecast estimated

Every agricultural field in Pendleton 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

38.3%

Grassland/Pasture

31.1%

Mixed_Forest

9.9%

Developed/Open_Space

5.8%

Evergreen_Forest

5.5%

Developed/Low_Intensity

1.9%

Soybeans

1.2%

Open_Water

1.2%

Woody_Wetlands

1.1%

Herbaceous_Wetlands

0.9%

Dominant Crop by Year

2008: Deciduous_Forest

46.9%

2009: Deciduous_Forest

46.4%

2010: Deciduous_Forest

46.6%

2011: Deciduous_Forest

46.2%

2012: Deciduous_Forest

46.8%

2013: Deciduous_Forest

46.7%

2014: Deciduous_Forest

47.8%

2015: Deciduous_Forest

51.7%

2016: Deciduous_Forest

53.2%

2017: Deciduous_Forest

53.7%

2018: Deciduous_Forest

50.8%

2019: Deciduous_Forest

42.2%

2020: Deciduous_Forest

41.9%

2021: Deciduous_Forest

39.3%

2022: Deciduous_Forest

37.8%

2023: Deciduous_Forest

38.6%

2024: Deciduous_Forest

46.5%

2025: Deciduous_Forest

38.3%

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