Crop History for Spencer County, Kentucky

2008–2026 · USDA CDL + 2026 ML Forecast

New: 2026 preseason crop forecast estimated

Every agricultural field in Spencer 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

39.7%

Deciduous_Forest

32.2%

Developed/Open_Space

5.7%

Soybeans

5.6%

Mixed_Forest

5.0%

Corn

3.7%

Developed/Low_Intensity

2.2%

Open_Water

1.8%

Evergreen_Forest

1.0%

Herbaceous_Wetlands

0.7%

Dominant Crop by Year

2008: Deciduous_Forest

45.5%

2009: Deciduous_Forest

44.9%

2010: Deciduous_Forest

44.9%

2011: Deciduous_Forest

44.8%

2012: Deciduous_Forest

45.4%

2013: Deciduous_Forest

45.6%

2014: Deciduous_Forest

45.1%

2015: Deciduous_Forest

47.7%

2016: Deciduous_Forest

48.0%

2017: Deciduous_Forest

48.2%

2018: Deciduous_Forest

47.0%

2019: Deciduous_Forest

39.0%

2020: Deciduous_Forest

38.5%

2021: Deciduous_Forest

36.1%

2022: Deciduous_Forest

35.2%

2023: Deciduous_Forest

35.1%

2024: Grassland/Pasture

41.9%

2025: Grassland/Pasture

39.7%

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