Yiannis Ampatzidis

0000-0002-3660-3298

Postflight Data Processing Instructions on the Use of Unmanned Aerial Vehicles (UAVs) for Agricultural Applications

Sri Charan Kakarla and Yiannis Ampatzidis

Preflight and Flight Instructions on the Use of Unmanned Aerial Vehicles (UAVs) for Agricultural Applications

Sri Charan Kakarla, Leon De Morais Nunes, and Yiannis Ampatzidis

Instructions on the Use of Unmanned Aerial Vehicles (UAVs)

Sri Charan Kakarla and Yiannis Ampatzidis

Applications of Artificial Intelligence for Precision Agriculture

Yiannis Ampatzidis

Agricultural Applications of Spraying Drones

Wenhao Liu and Yiannis Ampatzidis

This publication explores the multifaceted applications of spraying drones in agriculture, emphasizing their advantages over traditional methods in terms of precision, efficiency, and sustainability. It examines their role in delivering pesticides (herbicides, insecticides, fungicides), fertilizers and nutrients, irrigation, seeding, biological control, pollination, and aquaculture feeding. Written by Wenhao Liu and Yiannis Ampatzidis, and published by the UF/IFAS Department of Agricultural and Biological Engineering, October 2025.

Variable Rate Technology and Its Application in Precision Agriculture

Vivek Sharma, Uday Bhanu Prakash Vaddevolu, Shiva Bhambota, Yiannis Ampatzidis, Haimanote Bayabil, and Aditya Singh

The main aim of this publication is to discuss the concept of variable rate technology (VRT), and its components associated with variable rate application of water, fertilizer, and other agricultural inputs. This publication also provides an example of the control system for variable rate application of agricultural inputs in row and tree crops. Written by Vivek Sharma, Uday Bhanu Prakash Vaddevolu, Shiva Bhambota, Yiannis Ampatzidis, Haimanote Bayabil, and Aditya Singh, and published by the UF/IFAS Department of Agricultural and Biological Engineering, January 2025.

Regulatory Requirements to Operate Spraying Drones

Wenhao Liu and Yiannis Ampatzidis

This article aims to present and discuss regulatory requirements for UAS for agricultural spraying applications to students, research scientists, Extension agents, growers and allied industry, consulting companies, and state agency personnel. It explores the FAA regulations and presents the application procedure to receive a license to operate spraying drones. Written by Wenhao Liu and Yiannis Ampatzidis, and published by the UF/IFAS Department of Agricultural and Biological Engineering, February 2025.

Approaches to Consider for Site-Specific Field Mapping

Lakesh K. Sharma and Yiannis Ampatzidis

This publication discusses the general concept of site-specific farming, i.e., dividing a farm into several smaller management parcels instead of considering the whole farm as a single unit. This publication provides information on methods available that could be incorporated into the farming system for smart decision-making, for example, varying nutrient applications. The publication also discusses Normalized Difference Vegetative Index (NDVI) maps, Global Positioning System (GPS) units, yield monitors, and electrical conductivity maps.

Drone Injuries and Safety Recommendations

Serap Gorucu and Yiannis Ampatzidis

This publication presents drone-related injury statistics and safety recommendations to prevent drone-related injuries. Written by Serap Gorucu and Yiannis Ampatzidis, and published by the UF/IFAS Department of Agricultural and Biological Engineering, June 2021.

Introduction to Artificial Intelligence in Agriculture

Young Gu Her, Nikolay Bliznyuk, Yiannis Ampatzidis, Ziwen Yu, and Haimanote Bayabil

This article is prepared to help Extension agents, farmers, farm managers, researchers, graduate students, and the general public better understand AI, associated terms, and technologies. Written by Young Gu Her, Nikolay Bliznyuk, Yiannis Ampatzidis, Ziwen Yu, and Haimanote Bayabil, and published by the UF/IFAS Department of Agricultural and Biological Engineering, September 2024.

Types of Unmanned Aerial Vehicles (UAVs), Sensing Technologies, and Software for Agricultural Applications

Sri Charan Kakarla and Yiannis Ampatzidis

This 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.

Artificial Intelligence (AI) For Crop Yield Forecasting

Clyde Fraisse, Yiannis Ampatzidis, Sandra Guzmán, Wonsuk Lee, Christopher Martinez, Sanjay Shukla, Aditya Singh, and Ziwen Yu

This 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.