Crop History for Monroe County, Florida

2008–2026 · USDA CDL + 2026 ML Forecast

New: 2026 preseason crop forecast estimated

Every agricultural field in Monroe County, Florida 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

46.7%

Herbaceous_Wetlands

30.9%

Woody_Wetlands

14.4%

Developed/Low_Intensity

2.8%

Developed/Med_Intensity

2.1%

Developed/Open_Space

0.9%

Developed/High_Intensity

0.4%

Barren

0.3%

Misc_Vegs_&_Fruits

0.3%

Avocados

0.3%

Dominant Crop by Year

2008: Herbaceous_Wetlands

48.0%

2009: Herbaceous_Wetlands

48.9%

2010: Herbaceous_Wetlands

47.3%

2011: Herbaceous_Wetlands

47.4%

2012: Herbaceous_Wetlands

47.4%

2013: Herbaceous_Wetlands

48.1%

2014: Herbaceous_Wetlands

50.1%

2015: Herbaceous_Wetlands

50.1%

2016: Herbaceous_Wetlands

49.7%

2017: Herbaceous_Wetlands

49.9%

2018: Herbaceous_Wetlands

47.8%

2019: Herbaceous_Wetlands

54.9%

2020: Herbaceous_Wetlands

54.5%

2021: Herbaceous_Wetlands

54.1%

2022: Herbaceous_Wetlands

53.8%

2023: Herbaceous_Wetlands

53.8%

2024: Herbaceous_Wetlands

51.5%

2025: Open_Water

46.7%

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