Crop History for Cullman County, Alabama

2008–2026 · USDA CDL + 2026 ML Forecast

New: 2026 preseason crop forecast estimated

Every agricultural field in Cullman County, Alabama 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

34.7%

Deciduous_Forest

32.2%

Developed/Open_Space

8.4%

Evergreen_Forest

8.0%

Mixed_Forest

5.4%

Developed/Low_Intensity

2.5%

Open_Water

1.8%

Shrubland

1.5%

Soybeans

1.1%

Developed/Med_Intensity

1.0%

Dominant Crop by Year

2008: Grassland/Pasture

37.4%

2009: Grassland/Pasture

37.4%

2010: Deciduous_Forest

35.8%

2011: Deciduous_Forest

34.9%

2012: Deciduous_Forest

34.5%

2013: Grassland/Pasture

35.4%

2014: Deciduous_Forest

35.5%

2015: Deciduous_Forest

37.1%

2016: Deciduous_Forest

38.0%

2017: Deciduous_Forest

38.4%

2018: Deciduous_Forest

33.7%

2019: Deciduous_Forest

41.3%

2020: Deciduous_Forest

40.0%

2021: Deciduous_Forest

37.9%

2022: Deciduous_Forest

36.5%

2023: Deciduous_Forest

37.3%

2024: Deciduous_Forest

39.6%

2025: Grassland/Pasture

34.7%

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