Crop History for Cumberland County, Kentucky

2008–2026 · USDA CDL + 2026 ML Forecast

New: 2026 preseason crop forecast estimated

Every agricultural field in Cumberland 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

67.0%

Grassland/Pasture

14.5%

Developed/Open_Space

4.0%

Mixed_Forest

3.5%

Open_Water

3.4%

Soybeans

1.8%

Corn

1.6%

Evergreen_Forest

1.2%

Herbaceous_Wetlands

0.7%

Developed/Low_Intensity

0.7%

Dominant Crop by Year

2008: Deciduous_Forest

76.6%

2009: Deciduous_Forest

76.3%

2010: Deciduous_Forest

76.0%

2011: Deciduous_Forest

76.4%

2012: Deciduous_Forest

76.7%

2013: Deciduous_Forest

76.7%

2014: Deciduous_Forest

76.9%

2015: Deciduous_Forest

78.5%

2016: Deciduous_Forest

78.1%

2017: Deciduous_Forest

78.8%

2018: Deciduous_Forest

77.6%

2019: Deciduous_Forest

67.1%

2020: Deciduous_Forest

67.6%

2021: Deciduous_Forest

68.1%

2022: Deciduous_Forest

67.0%

2023: Deciduous_Forest

67.5%

2024: Deciduous_Forest

67.2%

2025: Deciduous_Forest

67.0%

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