USA - UF develops AI tool for crop damage detection

10.07.2025 92 views

University of Florida's Institute of Food and Agricultural Sciences is spearheading a project under AI scientist Nikolaos Tziolas to enhance agricultural insights using a conversational AI platform. Supported by a $297,000 grant from the U.S. Department of Agriculture National Institute of Food and Agriculture, this venture integrates satellite imagery with an accessible, chat-based interface.

The web platform, aimed for smartphone and computer use, provides non-expert users such as farmers and Extension agents with intuitive access to satellite data, assisting in identifying flooded areas and evaluating crop health variations pre- and post-storm events. According to Tziolas, the system is akin to ChatGPT for agriculture, where users can engage with an "AI assistant" familiar with farm management concerns.

Through this AI interface, users can pose questions like, "How much of my farm is flooded?" or "How did my crops do, compared to last year?" receiving tailored responses with maps and quantitative data. This functionality offers a marked shift from traditional post-storm assessments that require physical inspections or costly drone usage.

Extreme weather events like hurricanes significantly impact agricultural systems, exemplified by last year's Hurricane Milton in Florida, which caused damages ranging from $190.4 million to $642.7 million. Tziolas notes that the existing damage evaluation methods are often inefficient, costly, and slow, presenting a challenge during time-sensitive scenarios.

The project aims to circumvent these limitations by leveraging AI to enable efficient crop damage assessment and recovery monitoring. By offering actionable intelligence, the platform aspires to assist users in optimizing operations, minimizing costs, and enhancing resilience to future weather challenges. Tziolas emphasizes, "Traditional methods for assessing such damage are often slow, complex, and expensive, limiting their effectiveness in time-sensitive disaster response efforts."

 

Source - https://www.freshplaza.com

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