Crop History for Benton County, Minnesota

2008–2026 · USDA CDL + 2026 ML Forecast

New: 2026 preseason crop forecast estimated

Every agricultural field in Benton County, Minnesota 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)

Corn

20.9%

Grassland/Pasture

16.6%

Deciduous_Forest

11.7%

Herbaceous_Wetlands

11.0%

Soybeans

9.8%

Developed/Low_Intensity

4.8%

Developed/Open_Space

4.6%

Woody_Wetlands

3.6%

Alfalfa

3.3%

Other_Hay/Non_Alfalfa

2.2%

Dominant Crop by Year

2008: Grassland/Pasture

31.6%

2009: Grassland/Pasture

32.9%

2010: Grassland/Pasture

34.6%

2011: Corn

22.1%

2012: Corn

25.7%

2013: Corn

25.3%

2014: Corn

24.1%

2015: Corn

23.1%

2016: Corn

22.3%

2017: Corn

20.6%

2018: Corn

20.8%

2019: Corn

18.9%

2020: Corn

20.0%

2021: Corn

21.1%

2022: Corn

21.0%

2023: Corn

22.3%

2024: Grassland/Pasture

24.9%

2025: Corn

20.9%

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