Crop History for Franklin County, Iowa

2008–2026 · USDA CDL + 2026 ML Forecast

New: 2026 preseason crop forecast estimated

Every agricultural field in Franklin 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

53.6%

Soybeans

28.1%

Grassland/Pasture

6.9%

Developed/Open_Space

2.7%

Developed/Low_Intensity

2.5%

Deciduous_Forest

1.0%

Woody_Wetlands

1.0%

Herbaceous_Wetlands

0.8%

Developed/Med_Intensity

0.7%

Oats

0.5%

Dominant Crop by Year

2008: Corn

54.4%

2009: Corn

51.4%

2010: Corn

51.0%

2011: Corn

53.9%

2012: Corn

54.5%

2013: Corn

51.6%

2014: Corn

52.6%

2015: Corn

51.0%

2016: Corn

56.9%

2017: Corn

52.3%

2018: Corn

52.7%

2019: Corn

55.7%

2020: Corn

57.4%

2021: Corn

50.9%

2022: Corn

49.9%

2023: Corn

50.5%

2024: Corn

51.4%

2025: Corn

53.6%

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