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Book
High-throughput crop phenotyping
Authors: ---
ISBN: 3030737349 3030737330 Year: 2021 Publisher: Cham, Switzerland : Springer,

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High-Throughput Crop Phenotyping
Authors: ---
ISBN: 9783030737344 9783030737351 9783030737368 9783030737337 Year: 2021 Publisher: Cham Springer International Publishing

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This book provides an overview of the innovations in crop phenotyping using emerging technologies, i.e., high-throughput crop phenotyping technology, including its concept, importance, breakthrough and applications in different crops and environments. Emerging technologies in sensing, machine vision and high-performance computing are changing the world beyond our imagination. They are also becoming the most powerful driver of the innovation in agriculture technology, including crop breeding, genetics and management. It includes the state of the art of technologies in high-throughput phenotyping, including advanced sensors, automation systems, ground-based or aerial robotic systems. It also discusses the emerging technologies of big data processing and analytics, such as advanced machine learning and deep learning technologies based on high-performance computing infrastructure. The applications cover different organ levels (root, shoot and seed) of different crops (grains, soybean, maize, potato) at different growth environments (open field and controlled environments). With the contribution of more than 20 world-leading researchers in high-throughput crop phenotyping, the authors hope this book provides readers the needed information to understand the concept, gain the insides and create the innovation of high-throughput phenotyping technology.


Book
High-Throughput Crop Phenotyping
Authors: --- ---
ISBN: 9783030737344 9783030737351 9783030737368 9783030737337 Year: 2021 Publisher: Cham Springer International Publishing :Imprint: Springer


Book
Unmanned Aerial Systems in Precision Agriculture
Authors: --- --- --- --- --- et al.
ISBN: 9789811920271 Year: 2022 Publisher: Singapore Springer Nature Singapore :Imprint: Springer


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Unmanned Aerial Systems in Precision Agriculture : Technological Progresses and Applications
Authors: --- --- --- --- --- et al.
ISBN: 9789811920271 9789811920264 9789811920288 9789811920295 Year: 2022 Publisher: Singapore Springer Nature

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This book, consisting of 8 chapters, describes the state-of-the-art technological progress and applications of unmanned aerial vehicles (UAVs) in precision agriculture. It focuses on the UAV application in agriculture, such as crop disease detection, mid-season yield estimation, crop nutrient status, and high-throughput phenotyping. Different from individual papers focusing on a specific application, this book provides a holistic view for readers with a wide range of subjects. In addition to researchers in the areas of plant science, plant pathology, breeding, engineering, it is also intended for undergraduates and graduates who are interested in imaging processing, artificial intelligence in agriculture, precision agriculture, agricultural automation, and robotics.

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