Crop History for Martin County, Kentucky

2008–2026 · USDA CDL + 2026 ML Forecast

New: 2026 preseason crop forecast estimated

Every agricultural field in Martin 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

83.9%

Developed/Open_Space

4.4%

Barren

4.1%

Developed/Low_Intensity

1.6%

Grassland/Pasture

1.4%

Mixed_Forest

1.4%

Shrubland

1.3%

Developed/Med_Intensity

0.5%

Evergreen_Forest

0.5%

Open_Water

0.4%

Dominant Crop by Year

2008: Deciduous_Forest

73.6%

2009: Deciduous_Forest

73.6%

2010: Deciduous_Forest

74.7%

2011: Deciduous_Forest

74.1%

2012: Deciduous_Forest

73.9%

2013: Deciduous_Forest

74.5%

2014: Deciduous_Forest

73.5%

2015: Deciduous_Forest

82.4%

2016: Deciduous_Forest

81.5%

2017: Deciduous_Forest

82.2%

2018: Deciduous_Forest

81.2%

2019: Deciduous_Forest

87.3%

2020: Deciduous_Forest

86.9%

2021: Deciduous_Forest

87.6%

2022: Deciduous_Forest

88.0%

2023: Deciduous_Forest

87.5%

2024: Deciduous_Forest

90.0%

2025: Deciduous_Forest

83.9%

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