Plant microphenotype: from innovative imaging to computational analysis
文献类型: 外文期刊
第一作者: Zhang, Ying
作者: Zhang, Ying;Gu, Shenghao;Du, Jianjun;Huang, Guanmin;Lu, Xianju;Wang, Jinglu;Guo, Xinyu;Zhao, Chunjiang;Shi, Jiawei;Yang, Wanneng
作者机构:
关键词: computational phenotyping; genetic effects; imaging technique; microphenotype; trait identification
期刊名称:PLANT BIOTECHNOLOGY JOURNAL ( 影响因子:13.8; 五年影响因子:13.2 )
ISSN: 1467-7644
年卷期: 2024 年 22 卷 4 期
页码:
收录情况: SCI
摘要: The microphenotype plays a key role in bridging the gap between the genotype and the complex macro phenotype. In this article, we review the advances in data acquisition and the intelligent analysis of plant microphenotyping and present applications of microphenotyping in plant science over the past two decades. We then point out several challenges in this field and suggest that cross-scale image acquisition strategies, powerful artificial intelligence algorithms, advanced genetic analysis, and computational phenotyping need to be established and performed to better understand interactions among genotype, environment, and management. Microphenotyping has entered the era of Microphenotyping 3.0 and will largely advance functional genomics and plant science.
分类号:
- 相关文献
作者其他论文 更多>>
-
Bioenhanced remediation of dibutyl phthalate contaminated black soil by immobilized biochar microbiota
作者:Tao, Yue;Wang, Yao;Cui, Yunhe;Sun, Rui;Zhang, Bo;Qu, Jianhua;Zhang, Ying;Cai, Hongguang
关键词:Biochar; DBP; Microbial remediation; Black soil; Soil nutrient
-
Simultaneous profiling of chromatin-associated RNA at targeted DNA loci and RNA-RNA Interactions through TaDRIM-seq
作者:Ding, Cheng;Chen, Guoting;Luan, Shiping;Gao, Runxin;Fan, Yudong;Zhang, Ying;Wang, Xiaoting;Li, Guoliang;Foda, Mohamed F.;Yan, Jiapei;Li, Xingwang;Chen, Guoting;Li, Guoliang;Chen, Guoting;Li, Guoliang;Foda, Mohamed F.;Li, Xingwang;Li, Xingwang
关键词:
-
Organic carbon and nitrogen accrual evidenced by the underpinning protection mechanisms in soil profile following contrasting 35-year fertilization regimes
作者:Abrar, Muhammad Mohsin;Nan, Sun;Xu, Minggang;Abrar, Muhammad Mohsin;Fan, Ruqin;Du, Jianjun;Waqas, Muhammad Ahmed;Mehmood, Khalid;Zhou, Baoku;Ma, Xingzhu;Xu, Minggang
关键词:SOM; Crop productivity; Soil fertility; Subsoils; Carbon storage; Nitrogen stocks
-
LettuceP3D: A tool for analysing 3D phenotypes of individual lettuce plants
作者:Ge, Xiaofen;Guo, Xinyu;Ge, Xiaofen;Wu, Sheng;Wen, Weiliang;Xiao, Pengliang;Lu, Xianju;Liu, Haishen;Zhang, Minggang;Guo, Xinyu;Ge, Xiaofen;Wu, Sheng;Wen, Weiliang;Xiao, Pengliang;Lu, Xianju;Liu, Haishen;Zhang, Minggang;Guo, Xinyu;Wu, Sheng;Wen, Weiliang;Shen, Fei
关键词:Lettuce; Point cloud segmentation; Deep learning; Phenotypic analysis algorithm
-
Enhanced removal of tetracycline from water using MgO-modified g-C3N4 composite: Synthesis optimization and mechanism investigation
作者:Yu, Hui;Gao, Longfei;Zhang, Xinyuan;Zhang, Shuang;Chi, Wenshi;Zhang, Long;Li, Jianzhuo;Tian, Yushi;Zhang, Ying;Cai, Hongguang
关键词:Heterojunction; Photocatalysis; Tetracycline degradation; Wastewater treatment
-
Enhanced remediation of cadmium-contaminated farmland by smooth vetch (Vicia villosa var.) coupled with phosphorus/sulfur co-doped biochar: Synergetic performance and mechanism
作者:Bi, Fuxuan;Jiang, Zhao;Wang, Mengning;Lin, Qiutong;Liu, Xiaoyang;Qu, Jianhua;Zhang, Ying;Fu, Libo;Fan, Hongli;Cao, Weidong
关键词:P/S co-doped; Biochar; Smooth vetch; Cadmium; Synergistic remediation
-
3D time-series phenotyping of lettuce in greenhouses
作者:Ma, Hanyu;Wen, Weiliang;Gou, Wenbo;Fan, Jiangchuan;Gu, Shenghao;Guo, Xinyu;Ma, Hanyu;Wen, Weiliang;Gou, Wenbo;Lu, Xianju;Fan, Jiangchuan;Zhang, Minggang;Liang, Yuqiang;Gu, Shenghao;Guo, Xinyu
关键词:Time-series; 3D phenotyping; Rail-driven phenotyping platform; Lettuce; Greenhouse