Crop History for Union County, Pennsylvania

2008–2026 · USDA CDL + 2026 ML Forecast

New: 2026 preseason crop forecast estimated

Every agricultural field in Union County, Pennsylvania 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)

Deciduous_Forest

41.0%

Mixed_Forest

16.6%

Grassland/Pasture

13.0%

Corn

6.7%

Soybeans

4.9%

Developed/Open_Space

4.5%

Developed/Low_Intensity

3.1%

Evergreen_Forest

1.7%

Developed/Med_Intensity

1.2%

Winter_Wheat

0.9%

Dominant Crop by Year

2008: Deciduous_Forest

54.6%

2009: Deciduous_Forest

50.4%

2010: Deciduous_Forest

53.8%

2011: Deciduous_Forest

54.1%

2012: Deciduous_Forest

53.3%

2013: Deciduous_Forest

51.1%

2014: Deciduous_Forest

50.5%

2015: Deciduous_Forest

53.5%

2016: Deciduous_Forest

53.1%

2017: Deciduous_Forest

53.4%

2018: Deciduous_Forest

50.6%

2019: Deciduous_Forest

48.7%

2020: Deciduous_Forest

48.4%

2021: Deciduous_Forest

46.8%

2022: Deciduous_Forest

45.7%

2023: Deciduous_Forest

46.7%

2024: Deciduous_Forest

41.6%

2025: Deciduous_Forest

41.0%

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