Art

J-GLOBAL ID：202002258009194672   Reference number：20A0425462

Automatic estimation of heading date of paddy rice using deep learning

深層学習を用いた水稲の出穂期の自動推定【JST・京大機械翻訳】

Author (6)： Desai Sai Vikas (Department of Computer Science and Engineering, Indian Institute of Technology - Hyderabad, Hyderabad, India) ,  Balasubramanian Vineeth N. (Department of Computer Science and Engineering, Indian Institute of Technology - Hyderabad, Hyderabad, India) ,  Fukatsu Tokihiro (Institute of Agricultural Machinery, National Agriculture and Food Research Organization, Tsukuba, Japan) ,  Fukatsu Tokihiro (Graduate School of Life and Environmental Sciences, University of Tsukuba, Tsukuba, Japan) ,  Ninomiya Seishi (International Field Phenomics Research Laboratory, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Nishi-Tokyo, Japan) ,  Guo Wei (International Field Phenomics Research Laboratory, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Nishi-Tokyo, Japan)
Material： Plant Methods (Web)
Volume： 15  Issue： 1  Page： 76  Publication year： 2019 
JST Material Number： U7033A  ISSN： 1746-4811  Document type： Article
Article type： 原著論文  Country of issue： United Kingdom (GBR)  Language： ENGLISH (EN)

Abstract/Point： Accurate estimation of heading...

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Thesaurus term： breed ,  algorithm ,  cereal ,  circular cone ,  appearance inspection ,  breeding(genetics) ,  versatility ,  *paddy rice ,  flowering ,  crop(agriculture) ,  adaptability
Semi thesaurus term： 推定法 ,  画像分類 ,  *出穂期 ,  *深層学習 , 【Automatic Indexing@JST】

JST classification (3)： Research methods in botany  (EH01020C) ,  Rice cropping  (FC03020C) ,  Plant physiology in general  (EH02010Y)

Reference (25)：

• Fundamentals of rice crop science; 1981; CR1; S Yoshida; citation_publisher=International Rice Research Institute
• Morphology and development of reproductive organs; Science of the rice plant. Volume 1: morphology; 1993; 293-412; CR2; Y Takeoka, M Shimizu, T Wada; citation_publisher=Food and Agriculture Policy Research Center
• Proc Natl Acad Sci; Days to heading 7, a major quantitative locus determining photoperiod sensitivity and regional adaptation in rice; H Gao, M Jin, XM Zheng; 111; 46; 2014; 16337-16342; 10.1073/pnas.1418204111; citation_id=CR3
• Theor Appl Genet; Lessons from natural variations: artificially induced heading date variations for improvement of regional adaptation in rice; Y Hu, S Li, Y Xing; 132; 2; 2019; 383-394; 10.1007/s00122-018-3225-0; citation_id=CR4
• Nat Plants; Synthetic control of flowering in rice independent of the cultivation environment; R Okada, Y Nemoto, N Endo-Higashi, T Izawa; 3; 2017; 17039; 10.1038/nplants.2017.39; citation_id=CR5

Terms in the title (4)： 深層学習 ,  水稲 ,  出穂期 ,  推定