文献类型： 外文期刊
第一作者： Zhao, Chunjiang
作者： Zhao, Chunjiang;Zhang, Ying;Du, Jianjun;Guo, Xinyu;Wen, Weiliang;Gu, Shenghao;Wang, Jinglu;Fan, Jiangchuan
作者机构：
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.
分类号：
- 相关文献
作者其他论文 更多>>
-
Insights into the effects of anilofos on direct-seeded rice production system through untargeted metabolomics
作者：Wang, Weitao;Wang, Weitao;Long, Jiahuan;Huang, Wenyuan;Zhang, Ying;Duan, Tingting;Wang, Huaixu
关键词：Direct-seeded rice; Anilofos; Untargeted metabolomics; KEGG pathway analysis
-
Integrated Transcriptomic and Metabolomic Analysis Revealed Abscisic Acid-Induced Regulation of Monoterpene Biosynthesis in Grape Berries
作者：Li, Xiangyi;Yan, Yixuan;Wang, Lei;Li, Guanhan;Xu, Lurong;Wang, Shiping;Wu, Yusen;Zhang, Ying
关键词：abscisic acid (ABA); monoterpenes; transcriptome; HS-SPME/GC-MS; Ruiduhongyu; grape berries
-
Recognition of wheat rusts in a field environment based on improved DenseNet
作者：Chang, Shenglong;Cheng, Jinpeng;Fan, Zehua;Ma, Xinming;Li, Yong;Zhao, Chunjiang;Chang, Shenglong;Yang, Guijun;Cheng, Jinpeng;Fan, Zehua;Yang, Xiaodong;Zhao, Chunjiang
关键词：Plant disease; Wheat rust; Image processing; Deep learning; Computer vision (CV); DenseNet
-
GCVC: Graph Convolution Vector Distribution Calibration for Fish Group Activity Recognition
作者：Zhao, Zhenxi;Zhao, Chunjiang;Zhao, Zhenxi;Yang, Xinting;Zhou, Chao;Zhao, Chunjiang;Zhao, Zhenxi;Yang, Xinting;Zhou, Chao;Zhao, Chunjiang;Zhao, Zhenxi;Yang, Xinting;Zhou, Chao;Zhao, Chunjiang;Liu, Jintao
关键词：Fish; Feature extraction; Activity recognition; Calibration; Adhesives; Training; Convolution; Graph convolution vector calibration; fish group activity; activity feature vector calibration; fish activity dataset
-
Research on species identification of wild grape leaves based on deep learning
作者：Pan, Bowen;Liu, Chonghuai;Fan, Xiucai;Zhang, Ying;Sun, Lei;Jiang, Jianfu;Pan, Bowen;Ju, Yanlun;Fang, Yulin;Su, Baofeng;Jiang, Jianfu
关键词：Wild grapes; Deep learning; Species identification; Grad-CAM
-
Adaptive precision cutting method for rootstock grafting of melons: modeling, analysis, and validation
作者：Chen, Shan;Zhao, Chunjiang;Chen, Shan;Jiang, Kai;Zheng, Wengang;Jia, Dongdong;Zhao, Chunjiang;Jiang, Kai;Zheng, Wengang;Jia, Dongdong;Zhao, Chunjiang
关键词：Melon; Grafting robot; Adaptive cutting; Rootstock pith cavity; Machine vision
-
New vegetable field converted from rice paddy increases net economic benefits at the expense of enhanced carbon and nitrogen footprints
作者：He, Zhilong;Xu, Minggang;Zhang, Wenju;Wu, Lei;He, Zhilong;Zhang, Ying;Hu, Ronggui;Wu, Xian;Tang, Shuirong;Zhang, Ying;He, Zhilong;Wu, Lei
关键词：Newly converted vegetable field; Life cycle assessment; Carbon and nitrogen footprints; Net ecosystem economic benefit
