书目名称 | High-Throughput Crop Phenotyping | 编辑 | Jianfeng Zhou,Henry T. Nguyen | 视频video | http://file.papertrans.cn/427/426798/426798.mp4 | 概述 | 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 | 丛书名称 | Concepts and Strategies in Plant Sciences | 图书封面 |  | 描述 | 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 | 出版日期 | Book 2021 | 关键词 | crop phenotypes; quantitative analyses of plant traits; automated data collection; robotic systems in p | 版次 | 1 | doi | https://doi.org/10.1007/978-3-030-73734-4 | isbn_softcover | 978-3-030-73736-8 | isbn_ebook | 978-3-030-73734-4Series ISSN 2662-3188 Series E-ISSN 2662-3196 | issn_series | 2662-3188 | copyright | Springer Nature Switzerland AG 2021 |
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