Standard Framework Construction of Technology and Equipment for Big Data in Crop Phenomics

IF 10.1 1区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Engineering Pub Date : 2024-11-01 DOI:10.1016/j.eng.2024.06.001
Weiliang Wen , Shenghao Gu , Ying Zhang , Wanneng Yang , Xinyu Guo
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Abstract

Crop phenomics has rapidly progressed in recent years due to the growing need for crop functional genomics, digital breeding, and smart cultivation. Despite this advancement, the lack of standards for the creation and usage of crop phenomics technology and equipment has become a bottleneck, limiting the industry’s high-quality development. This paper begins with an overview of the crop phenotyping industry and presents an industrial mapping of technology and equipment for big data in crop phenomics. It analyzes the necessity and current state of constructing a standard framework for crop phenotyping. Furthermore, this paper proposes the intended organizational structure and goals of the standard framework. It details the essentials of the standard framework in the research and development of hardware and equipment, data acquisition, and the storage and management of crop phenotyping data. Finally, it discusses promoting the construction and evaluation of the standard framework, aiming to provide ideas for developing a high-quality standard framework for crop phenotyping.
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作物表型组学大数据技术装备标准框架建设
近年来,随着作物功能基因组学、数字化育种和智能栽培需求的不断增长,作物表型组学得到了快速发展。尽管取得了这一进步,但作物表型技术与设备的创建和使用标准缺失已成为制约行业高质量发展的瓶颈。本文首先概述了作物表型产业,并介绍了作物表型大数据技术与设备的产业图谱。本文分析了构建作物表型标准框架的必要性和现状。此外,本文还提出了标准框架的预期组织结构和目标。它详细介绍了标准框架在硬件设备研发、数据采集、作物表型数据存储和管理方面的基本要素。最后,本文讨论了如何促进标准框架的建设和评估,旨在为制定高质量的作物表型标准框架提供思路。
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来源期刊
Engineering
Engineering Environmental Science-Environmental Engineering
自引率
1.60%
发文量
335
审稿时长
35 days
期刊介绍: Engineering, an international open-access journal initiated by the Chinese Academy of Engineering (CAE) in 2015, serves as a distinguished platform for disseminating cutting-edge advancements in engineering R&D, sharing major research outputs, and highlighting key achievements worldwide. The journal's objectives encompass reporting progress in engineering science, fostering discussions on hot topics, addressing areas of interest, challenges, and prospects in engineering development, while considering human and environmental well-being and ethics in engineering. It aims to inspire breakthroughs and innovations with profound economic and social significance, propelling them to advanced international standards and transforming them into a new productive force. Ultimately, this endeavor seeks to bring about positive changes globally, benefit humanity, and shape a new future.
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