Crop History for Benton County, Iowa

2008–2026 · USDA CDL + 2026 ML Forecast

New: 2026 preseason crop forecast estimated

Every agricultural field in Benton County, Iowa 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

42.7%

Soybeans

30.8%

Grassland/Pasture

9.0%

Developed/Low_Intensity

4.0%

Deciduous_Forest

3.1%

Other_Hay/Non_Alfalfa

2.0%

Developed/Open_Space

1.7%

Woody_Wetlands

1.6%

Alfalfa

1.3%

Herbaceous_Wetlands

0.8%

Dominant Crop by Year

2008: Corn

39.3%

2009: Corn

39.1%

2010: Corn

40.6%

2011: Corn

43.3%

2012: Corn

41.0%

2013: Corn

39.8%

2014: Corn

38.6%

2015: Corn

39.1%

2016: Corn

40.8%

2017: Corn

40.0%

2018: Corn

40.2%

2019: Corn

42.7%

2020: Corn

43.2%

2021: Corn

39.6%

2022: Corn

40.6%

2023: Corn

41.0%

2024: Corn

40.8%

2025: Corn

42.7%

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