Crop History for Marin County, California

2008–2026 · USDA CDL + 2026 ML Forecast

New: 2026 preseason crop forecast estimated

Every agricultural field in Marin County, California 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)

Open_Water

29.4%

Shrubland

15.8%

Grassland/Pasture

15.3%

Evergreen_Forest

14.6%

Herbaceous_Wetlands

4.7%

Developed/Low_Intensity

3.8%

Developed/Open_Space

3.5%

Mixed_Forest

3.4%

Developed/Med_Intensity

2.9%

Grapes

1.8%

Dominant Crop by Year

2008: Grassland/Pasture

37.7%

2009: Grassland/Pasture

37.0%

2010: Grassland/Pasture

41.4%

2011: Grassland/Pasture

40.4%

2012: Grassland/Pasture

38.6%

2013: Grassland/Pasture

38.5%

2014: Grassland/Pasture

36.7%

2015: Grassland/Pasture

32.8%

2016: Grassland/Pasture

34.1%

2017: Grassland/Pasture

33.8%

2018: Grassland/Pasture

32.1%

2019: Shrubland

24.3%

2020: Shrubland

26.7%

2021: Shrubland

26.2%

2022: Shrubland

25.4%

2023: Shrubland

25.5%

2024: Grassland/Pasture

26.5%

2025: Open_Water

29.4%

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