High-Throughput Crop Phenotyping - Zhou Jianfeng (Curatore); Nguyen Henry T. (Curatore) | Libro Springer 07/2021 - HOEPLI.it


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zhou jianfeng (curatore); nguyen henry t. (curatore) - high-throughput crop phenotyping

High-Throughput Crop Phenotyping

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 07/2021
Edizione: 1st ed. 2021





Trama

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.





Sommario

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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Altre Informazioni

ISBN:

9783030737337

Condizione: Nuovo
Collana: Concepts and Strategies in Plant Sciences
Dimensioni: 235 x 155 mm Ø 571 gr
Formato: Copertina rigida
Illustration Notes:6 Illustrations, black and white
Pagine Arabe: 249
Pagine Romane: xvii






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