Concepts and Strategies in Plant Sciences

High-Throughput Crop Phenotyping

Editors: Zhou, Jianfeng, Nguyen, Henry T. (Eds.)

Free Preview
  • Explains how high-throughput phenotyping helps to breed plants that can adapt to low-input agriculture and resource-limited environments
  • Describes various applications in the field
  • Covers a wide range of crops
see more benefits

Buy this book

eBook 117,69 €
price for Spain (gross)
  • ISBN 978-3-030-73734-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 155,99 €
price for Spain (gross)
  • ISBN 978-3-030-73733-7
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

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.

Table of contents (11 chapters)

Table of contents (11 chapters)
  • Solve the Breeder’s Equation Using High-Throughput Crop Phenotyping Technology

    Pages 1-11

    Zhou, Jianfeng (et al.)

  • Field Robotic Systems for High-Throughput Plant Phenotyping: A Review and a Case Study

    Pages 13-38

    Bao, Yin (et al.)

  • Cable Suspended Large-Scale Field Phenotyping Facility for High-Throughput Phenotyping Research

    Pages 39-53

    Bai, Geng (Frank) (et al.)

  • Structure from Motion and Mosaicking for High-Throughput Field-Scale Phenotyping

    Pages 55-69

    AliAkbarpour, Hadi (et al.)

  • Experiences of Applying Field-Based High-Throughput Phenotyping for Wheat Breeding

    Pages 71-99

    Crain, Jared (et al.)

Buy this book

eBook 117,69 €
price for Spain (gross)
  • ISBN 978-3-030-73734-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 155,99 €
price for Spain (gross)
  • ISBN 978-3-030-73733-7
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • The final prices may differ from the prices shown due to specifics of VAT rules
Loading...

Services for this Book

Bibliographic Information

Bibliographic Information
Book Title
High-Throughput Crop Phenotyping
Editors
  • Jianfeng Zhou
  • Henry T. Nguyen
Series Title
Concepts and Strategies in Plant Sciences
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-73734-4
DOI
10.1007/978-3-030-73734-4
Hardcover ISBN
978-3-030-73733-7
Series ISSN
2662-3188
Edition Number
1
Number of Pages
XVII, 249
Number of Illustrations
6 b/w illustrations, 59 illustrations in colour
Topics