Crop History for Itasca County, Minnesota

2008–2026 · USDA CDL + 2026 ML Forecast

New: 2026 preseason crop forecast estimated

Every agricultural field in Itasca 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)

Woody_Wetlands

34.4%

Deciduous_Forest

27.3%

Open_Water

11.4%

Mixed_Forest

7.9%

Herbaceous_Wetlands

5.1%

Evergreen_Forest

4.5%

Grassland/Pasture

2.8%

Shrubland

2.3%

Developed/Open_Space

1.5%

Developed/Low_Intensity

1.1%

Dominant Crop by Year

2008: Deciduous_Forest

34.1%

2009: Deciduous_Forest

34.2%

2010: Deciduous_Forest

55.4%

2011: Deciduous_Forest

34.4%

2012: Deciduous_Forest

33.7%

2013: Deciduous_Forest

33.7%

2014: Deciduous_Forest

34.2%

2015: Deciduous_Forest

33.9%

2016: Deciduous_Forest

34.3%

2017: Deciduous_Forest

34.0%

2018: Deciduous_Forest

33.2%

2019: Woody_Wetlands

37.7%

2020: Woody_Wetlands

37.4%

2021: Woody_Wetlands

37.4%

2022: Woody_Wetlands

37.6%

2023: Woody_Wetlands

37.1%

2024: Woody_Wetlands

32.1%

2025: Woody_Wetlands

34.4%

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