Artificial Intelligence (AI)
Publications
Applications of Artificial Intelligence for Precision Agriculture
AE529/AE529 by Yiannis AmpatzidisDecember 20, 2018
Artificial Intelligence (AI) For Crop Yield Forecasting
AE571/AE571by Clyde Fraisse, Yiannis Ampatzidis, Sandra Guzmán, Wonsuk Lee, Christopher Martinez, Sanjay Shukla, Aditya Singh, and Ziwen YuApril 27, 2022This publication aims to introduce readers to recent crop yield forecasting approaches based on artificial intelligence (AI) and to provide examples of how AI can potentially improve yield forecasting at the field and regional levels. Written by Clyde Fraisse, Yiannis Ampatzidis, Sandra Guzmán, Wonsuk Lee, Christopher Martinez, Sanjay Shukla, Aditya Singh, and Ziwen Yu, and published by the UF/IFAS Department of Agricultural and Biological Engineering, April 2022.
How to Identify If Your Time Series Inputs Are Adequate for AI Applications: Assessing Minimum Data Requirements in Environmental Analyses
AE594/AE594by Eduart Murcia and Sandra M. GuzmánJanuary 11, 2024This publication is intended for scientists, technicians, and decision-makers who want to start using machine learning (ML) in their projects. It provides an overview of the factors that should be considered when employing ML applications with time series (TS) data as input. Written by Eduart Murcia and Sandra M. Guzmán, and published by the UF/IFAS Department of Agricultural and Biological Engineering, January 2024.
Types of Unmanned Aerial Vehicles (UAVs), Sensing Technologies, and Software for Agricultural Applications
AE565/AE565by Sri Charan Kakarla and Yiannis AmpatzidisOctober 28, 2021This publication provides detailed information about the most used UAVs, sensing technologies, and software for agricultural applications. Written by Sri Charan Kakarla and Yiannis Ampatzidis, and published by the UF/IFAS Department of Agricultural and Biological Engineering, October 2021.
Understanding Artificial Intelligence: What It Is and How It Is Used in Agriculture
AE589/AE589by Daeun Choi, Omeed Mirbod, Uchechukwu Ilodibe, and Steven KinseyNovember 9, 2023The primary goal of this article is to provide background knowledge and terms that frequently come up in other articles about AI as well as in general use. The target audiences of this series include the general public, Extension educators, and farmers who want to know more about AI systems and their applications. This series will help readers understand the opportunities that AI brings to agriculture as smart technologies continue to grow in the market. Written by Daeun Choi, Omeed Mirbod, Uchechukwu Ilodibe, and Steven Kinsey, and published by the UF/IFAS Department of Agricultural and Biological Engineering, October 2023.
Related IFAS Blog Posts
White House officials tour UF/IFAS Gulf Coast Research and Education Center; admire AI initiatives, tout importance of cybersecurity
Brad BuckApril 2nd, 2024Responsible use of artificial intelligence (AI) holds tremendous potential to make our world more prosperous and secure, while misuse of AI can lead to cybersecurity issues. Knowing that, White House officials toured the University of Florida Gulf Coast Research and Education Center (GCREC) last week. During a visit to Tampa, Acting Principal Deputy National Cyber […]
UF/IFAS research: Can artificial intelligence outsmart invasive species?
Lourdes MederosFebruary 29th, 2024Argentine black and white tegus are large non-native invasive lizards posing a threat to the biodiversity and natural balance of Florida’s ecosystems. Tegus have a diverse diet including fruits, vegetables, insects, small animals and protected wildlife. They can also hibernate underground allowing them to survive cold temperatures. A team of scientists at the University of […]
New tomato breeder at GCREC now sits in her mentor’s chair, plans to continue legacy of bringing best data to growers and flavorful fruit to consumers
Brad BuckFebruary 13th, 2024Jessica Chitwood-Brown grew up in rural Alma, Arkansas, where she rode horses, fished with her dad and played at the marina. She also recalls participating in the Crawford County Fair, going to football games on Friday nights, horse shows, rodeos and “everything in between.” “It was small-town life, you know?” said Chitwood-Brown, the new tomato […]
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