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High-throughput crop phenotyping / Jianfeng Zhou, Henry T. Nguyen, editors.

Zhou, Jianfeng, 1978- editor.; Nguyen, Henry T., editor.
2021
SB106.G46 H54 2021
Available Online
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Title
High-throughput crop phenotyping / Jianfeng Zhou, Henry T. Nguyen, editors.
ISBN
9783030737344 (electronic bk.)
3030737349 (electronic bk.)
9783030737337
3030737330
DOI
https://doi.org/10.1007/978-3-030-73734-4
Published
Cham : Springer, [2021]
Copyright
©2021
Language
English
Description
1 online resource : illustrations (some color).
Item Number
10.1007/978-3-030-73734-4 doi
Call Number
SB106.G46 H54 2021
Dewey Decimal Classification
631.5/233
Summary
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.
Note
Includes index.
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Access limited to authorized users.
Digital File Characteristics
text file
PDF
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed July 28, 2021).
Added Author
Zhou, Jianfeng, 1978- editor.
Nguyen, Henry T., editor.
Series
Concepts and strategies in plant sciences.
Available in Other Form
High-throughput crop phenotyping.
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Online Access
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