Fast Analysis of Maize Kernel Plumpness Characteristics Through Micro-CT Technology
文献类型: 外文期刊
第一作者: Shao, Meng
作者: Shao, Meng;Zhang, Ying;Du, Jianjun;Pan, Xiaodi;Ma, Liming;Wang, Jinglu;Guo, Xinyu;Shao, Meng;Zhang, Ying;Du, Jianjun;Pan, Xiaodi;Ma, Liming;Wang, Jinglu;Guo, Xinyu;Shao, Meng;Zhang, Ying;Du, Jianjun;Pan, Xiaodi;Ma, Liming;Wang, Jinglu;Guo, Xinyu;Boehmer, Dennis
作者机构:
关键词: Micro-CT; Image segmentation; Kernel plumpness; Porosity; Cavity
期刊名称:COMPUTER AND COMPUTING TECHNOLOGIES IN AGRICULTURE XI, PT I
ISSN: 1868-4238
年卷期: 2019 年 545 卷
页码:
收录情况: SCI
摘要: Maize plumpness believed to reflect yield and quality of maize products. Convenient and accurate methods may help identification of maize quality for produces and germplasm resources for breeding. In this study, the 3D reconstruction of maize kernel based on micro-CT technology was introduced to detect anatomical difference between diverse classes of maize kernel. Void spaces measurements constructed for whole maize (Zea mays L.) kernel gives a more accurate volume measurement for density calculations by means of a package of commercial softwares. Moreover, the ratio of cavity and porosity of the entire kernel were calculated based on the 3D CT images. Kernel density, cavities, porosity, and other phenotypic characteristics were closely related to seed plumpness classification. Compared with previous methods, our method significantly improves the calculation accuracy of kernel volume, cavity and porosity, and which is expected to be useful for efficient maize kernel plumpness classification.
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
-
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
-
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
-
The cysteine-rich receptor-like kinase CRK10 targeted by Coniella diplodiella effector CdE1 contributes to white rot resistance in grapevine
作者:Liu, Ruitao;Tan, Xibei;Lin, Feng;Li, Peng;Rahman, Faiz Ur;Sun, Lei;Jiang, Jianfu;Fan, Xiucai;Liu, Chonghuai;Zhang, Ying;Liu, Ruitao;Zhang, Ying;Wang, Yiming;Lin, Feng
关键词:Effector; grapevine; Coniella diplodiella; cysteine-rich receptor-like kinase (CRK); grape white rot; disease resistance
-
Effects of Seven Plant Essential Oils on the Growth, Development and Feeding Behavior of the Wingless Aphis gossypii Glover
作者:Wang, Xinhang;Yuan, Haibin;Zhang, Ying;Lu, Yanhui;Lu, Yanhui
关键词:essential oil; Aphis gossypii Glover; antifeedant activity; growth and development
-
Anthocyanin of Black Highland Barley Alleviates H2O2-Induced Cardiomyocyte Injury and Myocardial Infarction via Activating the Phosphatase and Tensin Homolog/Phosphatidylinositol 3-Kinase/Protein Kinase B Pathway
作者:Liu, Zhendong;Shu, Senbiao;Li, Simin;Peng, Pai;Zhang, Ying;Li, Zhaohua;Wang, Wenhan
关键词:cardiovascular disease; black barley; anthocyanin; oxidative stress; PTEN/PI3K/Akt pathway