Crop History for Goodhue County, Minnesota

2008–2026 · USDA CDL + 2026 ML Forecast

New: 2026 preseason crop forecast estimated

Every agricultural field in Goodhue 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

31.6%

Deciduous_Forest

16.4%

Soybeans

15.7%

Grassland/Pasture

11.5%

Developed/Open_Space

3.7%

Alfalfa

3.4%

Developed/Low_Intensity

3.4%

Open_Water

2.9%

Woody_Wetlands

1.8%

Herbaceous_Wetlands

1.5%

Dominant Crop by Year

2008: Corn

26.3%

2009: Corn

26.9%

2010: Corn

25.8%

2011: Corn

27.8%

2012: Corn

29.3%

2013: Corn

27.2%

2014: Corn

29.0%

2015: Corn

27.7%

2016: Corn

29.1%

2017: Corn

27.8%

2018: Corn

28.2%

2019: Corn

31.3%

2020: Corn

30.2%

2021: Corn

30.6%

2022: Corn

30.6%

2023: Corn

31.0%

2024: Corn

31.7%

2025: Corn

31.6%

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