Crop History for Lake County, Minnesota

2008–2026 · USDA CDL + 2026 ML Forecast

New: 2026 preseason crop forecast estimated

Every agricultural field in Lake 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)

Open_Water

26.6%

Woody_Wetlands

23.4%

Mixed_Forest

18.6%

Evergreen_Forest

14.2%

Deciduous_Forest

9.2%

Shrubland

3.4%

Grassland/Pasture

1.9%

Herbaceous_Wetlands

1.2%

Developed/Open_Space

0.7%

Developed/Low_Intensity

0.4%

Dominant Crop by Year

2008: Woody_Wetlands

35.7%

2009: Woody_Wetlands

34.4%

2010: Evergreen_Forest

54.6%

2011: Woody_Wetlands

33.2%

2012: Woody_Wetlands

33.8%

2013: Woody_Wetlands

33.8%

2014: Woody_Wetlands

32.5%

2015: Woody_Wetlands

33.1%

2016: Woody_Wetlands

33.9%

2017: Woody_Wetlands

33.2%

2018: Woody_Wetlands

32.4%

2019: Woody_Wetlands

34.5%

2020: Woody_Wetlands

34.7%

2021: Woody_Wetlands

33.8%

2022: Woody_Wetlands

34.2%

2023: Woody_Wetlands

35.1%

2024: Woody_Wetlands

29.3%

2025: Open_Water

26.6%

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