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High-Throughput Crop Phenotyping

  • Book
  • © 2021

Overview

Editors:
  1. Jianfeng Zhou

    1. University of Missouri, Columbia, USA

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    You can also search for this editor in PubMed   Google Scholar

  2. Henry T. Nguyen

    1. University of Missouri, Columbia, USA

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    You can also search for this editor in PubMed   Google Scholar

  • 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

Part of the book series: Concepts and Strategies in Plant Sciences (CSPS)

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Table of contents (11 chapters)

  1. Front Matter

    Pages i-xvii
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  2. Solve the Breeder’s Equation Using High-Throughput Crop Phenotyping Technology

    • Jianfeng Zhou, Henry T. Nguyen
    Pages 1-11

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

    • Yin Bao, Jingyao Gai, Lirong Xiang, Lie Tang
    Pages 13-38

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

    • Geng (Frank) Bai, Yufeng Ge
    Pages 39-53

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

    • Hadi AliAkbarpour, Ke Gao, Rumana Aktar, Steve Suddarth, Kannappan Palaniappan
    Pages 55-69

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

    • Jared Crain, Xu Wang, Mark Lucas, Jesse Poland
    Pages 71-99

  7. High-Throughput Phenotyping (HTP) and Genetic Analysis Technologies Reveal the Genetic Architecture of Grain Crops

    • Wanneng Yang, Xuehai Zhang, Lingfeng Duan
    Pages 101-127

  8. High-Throughput Phenotyping in Soybean

    • Asheesh K. Singh, Arti Singh, Soumik Sarkar, Baskar Ganapathysubramanian, William Schapaugh, Fernando E. Miguez et al.
    Pages 129-163

  9. High-Throughput Phenotyping in Potato Breeding

    • Jagesh Kumar Tiwari, Sushil S. Changan, Tanuja Buckseth, Rajesh K. Singh, Brajesh Singh, Satish K. Luthra et al.
    Pages 165-182

  10. High-Throughput Crop Phenotyping Systems for Controlled Environments

    • Jianfeng Zhou, Jing Zhou, Heng Ye, Henry T. Nguyen
    Pages 183-208

  11. Phenotyping Root System Architecture, Anatomy, and Physiology to Understand Soil Foraging

    • Larry M. York
    Pages 209-221

  12. Got All the Answers! What Were the Questions? Avoiding the Risk of “Phenomics” Slipping into a Technology Spree

    • Vincent Vadez, Jana Kholova, Grégoire Hummel, Uladzimir Zhokhavets
    Pages 223-241

  13. Back Matter

    Pages 243-249
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Keywords

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.


Editors and Affiliations

  • University of Missouri, Columbia, USA

    Jianfeng Zhou, Henry T. Nguyen

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