High-Throughput Crop Phenotyping (Hardcover, 1st ed. 2021)

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.

General

Imprint:	Springer Nature Switzerland AG
Country of origin:	Switzerland
Series:	Concepts and Strategies in Plant Sciences
Release date:	July 2021
First published:	2021
Editors:	Jianfeng Zhou • Henry T. Nguyen
Dimensions:	235 x 155mm (L x W)
Format:	Hardcover
Pages:	249
Edition:	1st ed. 2021
ISBN-13:	978-3-03-073733-7
Categories:	Books > Professional & Technical > Agriculture & farming > Agricultural science Books > Professional & Technical > Agriculture & farming > Crop husbandry > General
LSN:	3-03-073733-0
Barcode:	9783030737337

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