Crop History for Columbia County, Pennsylvania

2008–2026 · USDA CDL + 2026 ML Forecast

New: 2026 preseason crop forecast estimated

Every agricultural field in Columbia 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

41.5%

Grassland/Pasture

14.2%

Mixed_Forest

12.1%

Developed/Open_Space

6.7%

Corn

5.0%

Soybeans

4.8%

Developed/Low_Intensity

3.2%

Barren

1.6%

Developed/Med_Intensity

1.4%

Evergreen_Forest

1.3%

Dominant Crop by Year

2008: Deciduous_Forest

43.9%

2009: Deciduous_Forest

44.2%

2010: Deciduous_Forest

45.2%

2011: Deciduous_Forest

46.0%

2012: Deciduous_Forest

45.5%

2013: Deciduous_Forest

42.8%

2014: Deciduous_Forest

44.3%

2015: Deciduous_Forest

47.7%

2016: Deciduous_Forest

45.3%

2017: Deciduous_Forest

45.8%

2018: Deciduous_Forest

43.5%

2019: Deciduous_Forest

43.7%

2020: Deciduous_Forest

43.2%

2021: Deciduous_Forest

41.8%

2022: Deciduous_Forest

41.3%

2023: Deciduous_Forest

41.9%

2024: Deciduous_Forest

42.8%

2025: Deciduous_Forest

41.5%

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