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High-throughput crop phenotyping

Nguyen, Henry T.

High-throughput crop phenotyping

Record Type:	Electronic resources : Monograph/item
Title/Author:	High-throughput crop phenotypingedited by Jianfeng Zhou, Henry T. Nguyen.
other author:	Zhou, Jianfeng.
Published:	Cham :Springer International Publishing :2021.
Description:	xvii, 249 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	CropsGenetics.
Online resource:	https://doi.org/10.1007/978-3-030-73734-4
ISBN:	9783030737344$q(electronic bk.)

High-throughput crop phenotyping
High-throughput crop phenotyping[electronic resource] /edited by Jianfeng Zhou, Henry T. Nguyen. - Cham :Springer International Publishing :2021. - xvii, 249 p. :ill. (some col.), digital ;24 cm. - Concepts and strategies in plant sciences,2662-3188. - Concepts and strategies in plant sciences..

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.

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.

ISBN: 9783030737344$q(electronic bk.)

Standard No.: 10.1007/978-3-030-73734-4doiSubjects--Topical Terms:

266026
Crops
--Genetics.

LC Class. No.: SB106.G46 / H54 2021

Dewey Class. No.: 631.5233

High-throughput crop phenotyping
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300 $a xvii, 249 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Concepts and strategies in plant sciences, $x 2662-3188
505 0 $a 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.
520 $a 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.
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650 2 4 $a Agriculture. $3 274257
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650 2 4 $a Computer Appl. in Life Sciences. $3 274180
650 2 4 $a Biological Techniques. $3 276128
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700 1 $a Zhou, Jianfeng. $3 901208
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