Unmanned Aerial Systems in Precision Agriculture: Technological Progresses and Applications

This book provides a comprehensive overview of the state-of-the-art technological progress and applications of unmanned aerial vehicles (UAVs) in precision agriculture, covering crop disease detection, mid-season yield estimation, crop nutrient status, and high-throughput phenotyping. It is intended for researchers, undergraduates, and graduates interested in imaging processing, artificial intelligence in agriculture, precision agriculture, agricultural automation, and robotics.

Format: Hardback
Length: 136 pages
Publication date: 18 May 2022
Publisher: Springer Verlag, Singapore

This comprehensive book, comprising eight chapters, delves into the cutting-edge advancements and diverse applications of unmanned aerial vehicles (UAVs) in precision agriculture. It specifically emphasizes the utilization of UAVs in agricultural settings, encompassing tasks such as crop disease detection, mid-season yield estimation, crop nutrient status, and high-throughput phenotyping. Unlike individual papers that concentrate on specific applications, this book offers a holistic perspective, catering to readers with diverse interests across a wide range of subjects. Beyond researchers in plant science, plant pathology, breeding, engineering, and related fields, this book is also designed to appeal to undergraduates and graduates who are passionate about imaging processing, artificial intelligence in agriculture, precision agriculture, agricultural automation, and robotics.

The book begins by providing an introduction to UAV technology, including its components, sensors, and data processing techniques. It then explores the various applications of UAVs in precision agriculture, highlighting their advantages and limitations.

In the subsequent chapters, the authors delve into detailed case studies and practical examples of UAV use in crop monitoring, disease detection, and yield estimation. They discuss the use of multispectral imaging, thermal imaging, and other sensors to obtain precise and timely information about crop health and growth. The book also covers the development of algorithms and machine learning techniques to analyze the collected data and extract valuable insights.

Furthermore, the book explores the integration of UAVs with other technologies such as drones, sensors, and GPS systems to create autonomous and intelligent agricultural systems. It discusses the challenges and opportunities associated with autonomous farming, such as increased efficiency, reduced labor costs, and improved crop yields.

The final chapter of the book provides an outlook on the future of UAVs in precision agriculture, including potential research directions, technological advancements, and policy considerations. It emphasizes the need for interdisciplinary collaboration and the importance of integrating UAVs with other agricultural technologies to achieve sustainable and efficient agriculture.

In conclusion, this book serves as a valuable resource for researchers, practitioners, and students interested in the field of precision agriculture. It provides a comprehensive and up-to-date overview of the state-of-the-art technological progress and applications of UAVs in precision agriculture, covering a wide range of topics and providing practical insights and case studies.

Weight: 389g
Dimension: 235 x 155 (mm)
ISBN-13: 9789811920264
Edition number: 1st ed. 2022