Geometric Wheat Modeling and Quantitative Plant Architecture Analysis Using Three-Dimensional Phytomers
文献类型: 外文期刊
第一作者: Chang, Wushuai
作者: Chang, Wushuai;Lu, Xianju;Guo, Xinyu;Chang, Wushuai;Li, Ruiqi;Wen, Weiliang;Zheng, Chenxi;Lu, Xianju;Chen, Bo;Guo, Xinyu
作者机构:
关键词: three-dimensional modeling; three-dimensional phytomer; wheat; morphology; plant architecture
期刊名称:PLANTS-BASEL ( 影响因子:4.5; 五年影响因子:4.8 )
ISSN:
年卷期: 2023 年 12 卷 3 期
页码:
收录情况: SCI
摘要: The characterization, analysis, and evaluation of morphology and structure are crucial in wheat research. Quantitative and fine characterization of wheat morphology and structure from a three-dimensional (3D) perspective has great theoretical significance and application value in plant architecture identification, high light efficiency breeding, and cultivation. This study proposes a geometric modeling method of wheat plants based on the 3D phytomer concept. Specifically, 3D plant architecture parameters at the organ, phytomer, single stem, and individual plant scales were extracted based on the geometric models. Furthermore, plant architecture vector (PA) was proposed to comprehensively evaluate wheat plant architecture, including convergence index (C), leaf structure index (L), phytomer structure index (PHY), and stem structure index (S). The proposed method could quickly and efficiently achieve 3D wheat plant modeling by assembling 3D phytomers. In addition, the extracted PA quantifies the plant architecture differences in multi-scales among different cultivars, thus, realizing a shift from the traditional qualitative to quantitative analysis of plant architecture. Overall, this study promotes the application of the 3D phytomer concept to multi-tiller crops, thereby providing a theoretical and technical basis for 3D plant modeling and plant architecture quantification in wheat.
分类号:
- 相关文献
作者其他论文 更多>>
-
3D Reconstruction of Wheat Plants by Integrating Point Cloud Data and Virtual Design Optimization
作者:Gu, Wenxuan;Guo, Xinyu;Wen, Weiliang;Wu, Sheng;Lu, Xianju;Guo, Xinyu;Wen, Weiliang;Wu, Sheng;Zheng, Chenxi;Lu, Xianju;Chang, Wushuai;Xiao, Pengliang;Guo, Xinyu
关键词:wheat; plant architecture; three-dimensional reconstruction; virtual design; plant phenotyping
-
Automatic acquisition, analysis and wilting measurement of cotton 3D phenotype based on point cloud
作者:Hao, Haoyuan;Zhuang, Lvhan;Xu, Longqin;Li, Hongxin;Liu, Shuangyin;Hao, Haoyuan;Wu, Sheng;Li, Yuankun;Wen, Weiliang;Zhuang, Lvhan;Guo, Xinyu;Hao, Haoyuan;Wu, Sheng;Li, Yuankun;Wen, Weiliang;Zhuang, Lvhan;Guo, Xinyu;Hao, Haoyuan;Zhuang, Lvhan;Xu, Longqin;Li, Hongxin;Liu, Shuangyin;Li, Yuankun;Zhang, Yongjiang
关键词:Phenotypic analysis; Deep learning; Leaf wilting; Multi-view
-
Maize emergence rate and leaf emergence speed estimation via image detection under field rail-based phenotyping platform
作者:Zhuang, Lvhan;Hao, Haoyuan;Li, Jinhui;Xu, Longqin;Liu, Shuangyin;Zhuang, Lvhan;Wang, Chuanyu;Hao, Haoyuan;Guo, Xinyu;Zhuang, Lvhan;Wang, Chuanyu;Hao, Haoyuan;Guo, Xinyu;Zhuang, Lvhan;Hao, Haoyuan;Li, Jinhui;Xu, Longqin;Liu, Shuangyin;Zhuang, Lvhan;Hao, Haoyuan;Li, Jinhui;Xu, Longqin;Liu, Shuangyin
关键词:Field rail-based phenotyping platform; Emergence rate; Leaf emergence speed; Faster R-CNN; Mask R-CNN
-
Using high-throughput phenotype platform MVS-Pheno to reconstruct the 3D morphological structure of wheat
作者:Li, Wenrui;Zhao, Chunjiang;Li, Wenrui;Wu, Sheng;Wen, Weiliang;Lu, Xianju;Liu, Haishen;Zhang, Minggang;Xiao, Pengliang;Guo, Xinyu;Zhao, Chunjiang;Li, Wenrui;Wu, Sheng;Wen, Weiliang;Lu, Xianju;Liu, Haishen;Zhang, Minggang;Xiao, Pengliang;Guo, Xinyu
关键词:3D reconstruction; plant morphology; point cloud segmentation; Wheat
-
Using high-throughput phenotyping platform MVS-Pheno to decipher the genetic architecture of plant spatial geometric 3D phenotypes for maize
作者:Wu, Sheng;Zhang, Ying;Wen, Weiliang;Wang, Chuanyu;Lu, Xianju;Guo, Minkun;Guo, Xinyu;Zhao, Jiuran;Zhao, Chunjiang;Wu, Sheng;Zhang, Ying;Wen, Weiliang;Wang, Chuanyu;Lu, Xianju;Guo, Minkun;Guo, Xinyu;Zhao, Chunjiang;Zhao, Yanxin;Zhao, Jiuran
关键词:Maize; Plant architecture; 3D phenotypes; Genome-wide association study
-
Method for the real-time detection of tomato ripeness using a phenotype robot and RP-YolactEdge
作者:Wang, Yuanqiao;Zhao, Chunjiang;Wang, Yuanqiao;Gou, Wenbo;Wang, Chuanyu;Fan, Jiangchuan;Wen, Weiliang;Lu, Xianju;Zhao, Chunjiang;Wang, Yuanqiao;Gou, Wenbo;Wang, Chuanyu;Wen, Weiliang;Lu, Xianju;Guo, Xinyu;Fan, Jiangchuan
关键词:instance segmentation; phenotype robot; tomato; greenhouse-based plant phenotyping; ripeness detection
-
Enhancing humoral and mucosal immune response of PED vaccine candidate by fusing S1 protein to nanoparticle multimerization
作者:Li, Minghui;Sun, Xueke;Wang, Siqiao;Wang, Yanan;Wang, Yue;Zhang, Gaiping;Li, Minghui;Sun, Xueke;Chen, Yilan;Wang, Siqiao;Li, Qin;Wang, Yanan;Wang, Yue;Li, Ruiqi;Zhang, Gaiping;Ding, Peiyang;Zhang, Gaiping;Ding, Peiyang;Zhang, Gaiping;Zhang, Gaiping;Zhang, Gaiping
关键词:PEDV; S1 protein; Nanoparticle; Subunit vaccine; Mucosal immunity