Crop History for Powell County, Kentucky

2008–2026 · USDA CDL + 2026 ML Forecast

New: 2026 preseason crop forecast estimated

Every agricultural field in Powell 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

71.7%

Mixed_Forest

8.8%

Grassland/Pasture

7.9%

Developed/Open_Space

4.8%

Developed/Low_Intensity

1.6%

Fallow/Idle_Cropland

1.1%

Barren

0.9%

Shrubland

0.6%

Developed/Med_Intensity

0.5%

Evergreen_Forest

0.4%

Dominant Crop by Year

2008: Deciduous_Forest

70.2%

2009: Deciduous_Forest

68.5%

2010: Deciduous_Forest

69.5%

2011: Deciduous_Forest

68.6%

2012: Deciduous_Forest

69.2%

2013: Deciduous_Forest

68.3%

2014: Deciduous_Forest

68.2%

2015: Deciduous_Forest

72.7%

2016: Deciduous_Forest

72.2%

2017: Deciduous_Forest

72.7%

2018: Deciduous_Forest

70.7%

2019: Deciduous_Forest

71.4%

2020: Deciduous_Forest

70.1%

2021: Deciduous_Forest

70.3%

2022: Deciduous_Forest

70.0%

2023: Deciduous_Forest

69.9%

2024: Deciduous_Forest

74.5%

2025: Deciduous_Forest

71.7%

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