Harnessing AI with drone imagery to detect costly celery disease before symptoms surface

Led by plant pathologist Katia Viana Xavier at the UF/IFAS Everglades Research and Education Center, the project will use drones equipped with advanced imaging technologies to identify signs of disease in celery fields earlier and more precisely than traditional scouting methods allow. Photo by UFIFAS EREC
Led by plant pathologist Katia Viana Xavier at the UF/IFAS Everglades Research and Education Center, the project will use drones equipped with advanced imaging technologies to identify signs of disease in celery fields earlier and more precisely than traditional scouting methods allow. Photo by UF/IFAS EREC

University of Florida scientists are launching a new, grant-funded research project that uses artificial intelligence and drone technology to help Florida celery growers detect a damaging fungal disease before symptoms are visible — a breakthrough that could save crops, cut costs and reduce fungicide use.

With support from two grants, a UF Institute of Food and Agricultural Sciences (UF/IFAS) Launching Innovative Faculty Teams in AI and a Southern Sustainable Agriculture Research and Education grant, the project targets early blight, a fast-spreading disease that can quickly turn healthy celery fields into costly losses.

 

Xavier with Larissa Carvalho Ferreira, a postdoctoral research associate on the team, implements the drone-assisted monitoring system with real-time weather data to develop an AI-powered tool for targeted fungicide applications.
Xavier with Larissa Carvalho Ferreira, a postdoctoral research associate on the team. Ferreira will implement the drone-assisted monitoring system.

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By Lourdes Mederos, rodriguezl@ufl.edu

 

ABOUT UF/IFAS
The mission of the University of Florida Institute of Food and Agricultural Sciences (UF/IFAS) is to develop knowledge relevant to agricultural, human and natural resources and to make that knowledge available to sustain and enhance the quality of human life. With more than a dozen research facilities, 67 county Extension offices, and award-winning students and faculty in the UF College of Agricultural and Life Sciences, UF/IFAS brings science-based solutions to the state’s agricultural and natural resources industries, and all Florida residents.

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Posted: January 29, 2026


Category: Agriculture, Blog Community, , Crops, Pests & Disease, SFYL Hot Topic, UF/IFAS, UF/IFAS, UF/IFAS Research
Tags: #AI, Artificial Intellgience, Blight Disease, Celery, Crop, Disease, Early Blight Disease, Everglades Agricultural Area, Everglades Research And Education Center, Florida Agriculture, Florida Economy, Fungus, Institute Of Food And Agricultural Sciences, Katia Viana Xavier, Larissa Carvallo Ferriera, News, Pests, Plant Pathology, UF/IFAS, University Of Florida, Weather


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