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🌱 Florida AI Agriculture Fights Crop Disease With Drones + AI

NewBits Digest feature image for article on Florida AI agriculture, highlighting UF/IFAS using drones and AI to detect celery crop disease early and enable targeted treatment.

Researchers at University of Florida Institute of Food and Agricultural Sciences are deploying drones and artificial intelligence to detect early blight in celery — a high-value winter crop in Florida.


The initiative was reported by FOX 13 Tampa Bay and could reshape how farmers protect fields across the state.


Florida AI agriculture is moving from experimentation to field deployment, using drones and machine learning to catch crop disease earlier and treat more precisely.


⚙️ What’s Happening in Florida AI Agriculture


UF/IFAS teams are:


🚁 flying specialized drones over celery fields


📸 capturing high-resolution crop images


🧠 training AI models to spot disease before symptoms are visible to the human eye


🎯 pinpointing infected areas so growers only treat what’s necessary


🌐 building a web platform for farmers to upload drone images and receive risk scores


Plant pathologist Katia Xavier says the goal is to teach systems exactly what disease signatures look like — before farmers would normally notice trouble.


🌾 Why Celery Matters


Florida ranks as the nation’s third-largest celery producer, growing roughly 1,500 acres in the Everglades Agricultural Area during winter months when northern states are under snow.


Growers say earlier detection could save major portions of crops by catching trouble before it spreads across a field.


📌 Why It’s Important


This isn’t just about celery.


AI-powered drone scouting could:


⚡ reduce fungicide use


⚡ cut farmer costs


⚡ protect yields earlier


⚡ limit environmental runoff


⚡ scale to strawberries, blueberries, citrus, and beyond


Instead of spraying entire fields, growers could target specific trouble zones — saving money and reducing chemical exposure across Florida’s agricultural ecosystem.


🔮 The Big Picture


Agriculture is quietly becoming one of AI’s most powerful proving grounds.


With drones in the air and models watching crops week-by-week, Florida is testing a future where:


✔️ disease outbreaks are predicted, not discovered


✔️ treatments are surgical, not blanket sprays


✔️ data guides every pass across a field


If successful, the UF/IFAS project could become a blueprint for precision farming nationwide.



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