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Full Description
This book provides a series of comprehensive summaries highlighting the emerging achievements in the fields of plant high‑throughput phenotyping that leads to constructing functional phenomics, one of the essential components of plant functional genomics. It presents broad aspects of methods, applications, and future directions. It offers an efficient way for readers to overview this crucial topic to realize the concept as a whole, to advance the design of their future experiments, and to inspire the exploration of the knowledge, which eventually leads to better crop development in the future by scientists, plant biologists, and crop breeders. It covers advanced tools for studying functional phenomics, including artificial intelligence, imaging, remote sensing, robotics, and aerial vehicle technologies, to empower crop speed breeding, particularly in the development of stress‑tolerant future crops. The knowledge of this book supports the Sustainable Development Goals (SDGs) of the United Nations to develop climate‑smart and sustainable agriculture for achieving zero hunger globally.
Contents
Preface. List of Contributors. Chapter 1 Bioinformatics Tools and Deep Learning for Plant High‑Throughput Phenotyping and Phenomics. Chapter 2 Plant High‑Throughput Phenotyping and Phenomics for Accelerating Crop Breeding. Chapter 3 Remote Sensing Technologies for High‑Throughput In-Field Crop Phenotyping. Chapter 4 High‑Throughput Field Phenotyping: Enhancing Crop Monitoring for Food Security. Chapter 5 Imaging Techniques for High‑Throughput Phenotyping: Methods and Applications. Chapter 6 High‑Throughput Phenotyping for Plant Metabolomics: Methods and Applications with a Special Focus on Chemical Ecology. Chapter 7 High‑Throughput Phenotyping: An Effective Tool for Plant Breeders to Dissect Crop Responses to Abiotic Stresses. Chapter 8 Genetic Dissection of Major Crops by High‑Throughput Phenotyping and Phenomics. Chapter 9 High‑Throughput Phenotyping and Phenomics for Exploration of Plant Growth and Development. Chapter 10 Root Phenotyping for Breeding of Climate‑Resilient Crops. Chapter 11 High‑Throughput Plant Phenotyping Platforms for Cereal Crop Breeding to Improve Abiotic Stress Tolerance. Chapter 12 High‑Throughput Phenotyping and Phenomics for Climate‑Smart Crop Breeding. Chapter 13 High‑Throughput Plant Phenotyping and Phenomics: Advances and Prospects. Chapter 14 Technical Advancements in Plant High‑Throughput Phenotyping and Phenomics: An Overview. Chapter 15 Statistical Tools and Data Analysis for Organizing Plant High‑Throughput Phenomics. Chapter 16 Robotics and Aerial Vehicle for High‑Throughput Phenotyping: Technologies and Prospects. Chapter 17 Technical Advancements in Plant Metabolic Phenotyping Based on High‑Throughput and High‑Resolution Analytical Platforms. Chapter 18 High‑Throughput Metabolomics for Agricultural Research. Chapter 19 Dissecting Plant‑Pathogen Interactions by High‑Throughput Metabolomics for Developing Biotic Stress‑Resilient Crops. Chapter 20 Applied Metabolomics for Plant Disease Management. Index.
