Buch, Englisch, 249 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 571 g
Buch, Englisch, 249 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 571 g
Reihe: Concepts and Strategies in Plant Sciences
ISBN: 978-3-030-73733-7
Verlag: Springer International Publishing
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.
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.
Nguyen / Zhou
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Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Naturwissenschaften Agrarwissenschaften Ackerbaukunde, Pflanzenbau Nutzpflanzen: Biologie, Genetik, Pflanzenzüchtung
- Naturwissenschaften Biowissenschaften Angewandte Biologie Bioinformatik
- Naturwissenschaften Biowissenschaften Botanik Pflanzenreproduktion, Verbreitung, Genetik
- Naturwissenschaften Agrarwissenschaften Agrarwissenschaften
- Naturwissenschaften Biowissenschaften Biowissenschaften
- Technische Wissenschaften Verfahrenstechnik | Chemieingenieurwesen | Biotechnologie Biotechnologie
Weitere Infos & Material
Solve the breeder’s equation using high-throughput crop phenotyping technology.- Experiences of Applying Field-Based High-Throughput Phenotyping for Wheat Breeding.- High-throughput crop phenotyping systems for controlled environments.- Got all the answers! What were the questions? Avoiding the risk of “phenomics” slipping into a technology spree. Subject Index.
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