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J-GLOBAL ID：200901031750404554   Update date: Mar. 26, 2024

Hirafuji Masayuki

ヒラフジ マサユキ | Hirafuji Masayuki
Affiliation and department：
The University of Tokyo Graduate School of Agricultural and Life Sciences

About The University of Tokyo Graduate School of Agricultural and Life Sciences


Job title： Head,National Agriculture and Food Research Organization, National Agricultural Research Center, Field Monitoring Research Team,Head
Homepage URL  (1)： http://model.job.affrc.go.jp/FieldServer/
Research field  (1)： Agricultural environmental and information engineering
Research keywords  (11)： 情報計測 ,  複雑系 ,  計算モデル ,  進化 ,  遺伝的アルゴリズム ,  最適化 ,  complex system measurement ,  computational model ,  orolution ,  genetic Algorithm ,  Optinization
Research theme for competitive and other funds  (7)：
  • 2015 - 2021 Knowledge Discovery by Constructing AgriBigData
  • 2015 - 2018 Molecular ecological analysis of impacts on soil microorganisms by long term organic substance applicaton
  • 2015 - 2018 Molecluar ecological analysis of nitrogen fixation mechanism in the symbiotic microbial community of sweet potato
  • 2013 - 2015 Development of photo-sensing technologies for plant microbiome analysis
  • 2012 - 2015 Dynamic Deployment of Field Sensors and UAV observation for Integrated Flood Monitoring
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Papers (49)：
  • Jiangsan Zhao, Akito Kaga, Tetsuya Yamada, Kunihiko Komatsu, Kaori Hirata, Akio Kikuchi, Masayuki Hirafuji, Seishi Ninomiya, Wei Guo. Improved Field-Based Soybean Seed Counting and Localization with Feature Level Considered. Plant Phenomics. 2023. 5
  • Shinji Kawakura, Masayuki Hirafuji, Seishi Ninomiya, Ryosuke Shibasaki. Adaptations of Explainable Artificial Intelligence (XAI) to Agricultural Data Models with ELI5, PDPbox, and Skater using Diverse Agricultural Worker Data. European Journal of Artificial Intelligence and Machine Learning. 2022. 1. 3. 27-34
  • Yasuhiro Usui, Kazunori Taguchi, Masayuki Hirafuji. Differences of the stomatal conductance, transpiration rate and net photosynthesis rate between F1s and their parents in sugar beet(Beta vulgaris ssp. vulgaris). Climate in Biosphere. 2022. 22. 4. 75-84
  • Usui Yasuhiro, Taguchi Kazunori, Hirafuji Masayuki. Comparison of the Growth Characteristics between F1s and their Parents in Sugar Beet (Beta vulgaris ssp. vulgaris). Abstracts of Meeting of the CSSJ. 2022. 254. 85-85
  • Yasuhiro USUI, Tomoyoshi HIROTA, Masayuki HIRAFUJI. Comparison among different cultivars of winter wheat about grain mass and carbon/nitrogen dynamics during ripening period under heavy rain and low solar radiation on early summer of 2016. Journal of Agricultural Meteorology, Hokkaido. 2019. 71. 27-36
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MISC (35)：
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Education (4)：
  • - 1983 The University of Tokyo
  • - 1983 The University of Tokyo Graduate School, Division of Life Science
  • - 1981 The University of Tokyo
  • University of Tokyo
Professional career (1)：
  • Ph.D.
Awards (10)：
  • 2020/10 - Japan Association of International Committee of Agricultural and Biosystems Engineering Japan Association of International Committee of Agricultural and Biosystems Engineering Award
  • 2019/05 - Japanese Society of Agricultural Informatics Special Contribution Award
  • 2019/05 - Japanese Society of Agricultural Informatics Shonnorinsha International award
  • 2013/05 - Japanese Society of Agricultural Informatics Academic Award Studies of Open Field Servers and Sensor Cloud Systems
  • 2013/05 - Japan Association of International Committee of Agricultural and Biosystems Engineering Fellow
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Association Membership(s) (4)：
農業情報学会 ,  JAPANESE SOCIETY OF AGRICULTURAL ,  情報処理学会 ,  計測自動制御学会
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