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Crop Phenomics: Current Status and Perspectives

文献类型： 外文期刊

作者： Zhao, Chunjiang 1 ; Zhang, Ying 1 ; Du, Jianjun 1 ; Guo, Xinyu 1 ; Wen, Weiliang 1 ; Gu, Shenghao 1 ; Wang, Jinglu 1 ; Fa 1 ;

作者机构： 1.Beijing Acad Agr & Forestry Sci, Beijing Key Lab Digital Plant, Beijing Res Ctr Informat Technol Agr, Beijing, Peoples R China

关键词： crop phenomics; phenotyping extraction; data storage; functional-structural plant modeling; phenotype-genotype association analysis

期刊名称：FRONTIERS IN PLANT SCIENCE （ 影响因子：5.753； 五年影响因子：6.612 ）

ISSN： 1664-462X

年卷期： 2019 年 10 卷

页码：

收录情况： SCI

摘要： Reliable, automatic, multifunctional, and high-throughput phenotypic technologies are increasingly considered important tools for rapid advancement of genetic gain in breeding programs. With the rapid development in high-throughput phenotyping technologies, research in this area is entering a new era called 'phenomics.' The crop phenotyping community not only needs to build a multi-domain, multi-level, and multi-scale crop phenotyping big database, but also to research technical systems for phenotypic traits identification and develop bioinformatics technologies for information extraction from the overwhelming amounts of omics data. Here, we provide an overview of crop phenomics research, focusing on two parts, from phenotypic data collection through various sensors to phenomics analysis. Finally, we discussed the challenges and prospective of crop phenomics in order to provide suggestions to develop new methods of mining genes associated with important agronomic traits, and propose new intelligent solutions for precision breeding.

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