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MOCHIDA Keiichi  持田 恵一

Researcher Number 90387960
Other IDs
  • ORCIDhttps://orcid.org/0000-0003-1299-0024
Affiliation (Current) 2025: 国立研究開発法人理化学研究所, 環境資源科学研究センター, チームディレクター
2025: 横浜市立大学, 生命ナノシステム科学研究科, 客員准教授
2025: 長崎大学, 総合生産科学研究科(情報データ科学系), 教授
Affiliation (based on the past Project Information) *help 2025: 長崎大学, 総合生産科学研究科(情報データ科学系), 教授
2015 – 2022: 国立研究開発法人理化学研究所, 環境資源科学研究センター, チームリーダー
2017: 国立研究開発法人理化学研究所, 環境資源科学研究センター, 副チームリーダー
2015: 国立研究開発法人理化学研究所, その他部局等, チームリーダー
2015: 理化学研究所, バイオマス工学研究プログラム, 上級研究員 … More
2014: 独立行政法人理化学研究所, 環境資源科学研究センター, 副チームリーダー
2010 – 2012: The Institute of Physical and Chemical Research, バイオマス研究基盤チーム, 上級研究員
2009: The Institute of Physical and Chemical Research, 機能開発研究グループ, 研究員 Less
Review Section/Research Field
Principal Investigator
Transformative Research Areas, Section (II) / Design and evaluation of sustainable and environmental conscious system / Food Cycle Research / Crop production science / Biological Sciences / Breeding science
Except Principal Investigator
Medium-sized Section 39:Agricultural and environmental biology and related fields / Medium-sized Section 44:Biology at cellular to organismal levels, and related fields / Basic Section 60030:Statistical science-related / Agricultural Resources for the Next Generation … More / Genome biology / Plant protection science / Science in genetics and breeding / Applied molecular and cellular biology / Statistical science / Morphology/Structure Less
Keywords
Principal Investigator
トランスクリプトーム / 植物ホルモン / ゲノム / データベース / メタボローム / 代謝 / 除虫菊 / 環境応答 / ライフコース / 機械学習 … More / オオムギ / 農林水産物 / 倍数性進化 / 同祖遺伝子 / 異質倍数性 / コムギ / 高圧凍結 / 広域TEM / Google Map / 数理モデル / オルガネラ / 電子顕微鏡 / 細胞小器官 / 環境ストレス / ゲノムデータベース / 比較ゲノム / 遺伝子共発現 / イネ科植物 … More
Except Principal Investigator
ミナトカモジグサ / トランスクリプトーム解析 / Brachypodium / パターン認識 / 時空間モデリング / スパースモデリング / 人工知能 / 植物ホルモン / 活性酸素 / カーボンナノチューブ / ナノセンサー / AI / ribo-seq / sORF / プロトプラスト / 短鎖機能性ペプチド / ribo-seq解析 / 機械学習 / non-coding RNA / rib-seq / イネ科植物 / 短鎖ペプチド遺伝子 / 遺伝子間ネットワーク / 時空間回帰モデル / SVR / 疎推定 / ADMM / スパース回帰分析 / 時空間回帰分析 / 植物表現型分析 / コンピュータービジョン / カーネル推定 / 分子ネットワーク / カラーマッチング / 精密農業 / 非対称損失 / 深層学習 / ネットワーク推定 / 時空間データ解析 / 野生植物 / 土壌ミネラル / マイクロバイオーム / 二毛作 / Rice / Rhizosphere / Microbiome / Double cropping / Barley / 植物微生物相互作用 / 農業 / 微生物叢 / 環境耐性 / ゲノム解析 / 植物 / 遺伝子発現プロファイル / ゲノム塩基配列決定 / 抵抗性 / 植物病理 / トランスクリプトーム / QTL解析 / Rhizoctonia solani / 病害抵抗性 / 紋枯病 / SNP / QTL / 高温耐性 / 国際情報交換 / 無菌培養 / 台湾 / 国際研究者交流 / 細胞組織培養 / 生長解析 / 竹稈 / タケ / 森林減少 / 倍数体 / 遺伝子発現 / 植物の表現型 / コンピュータビジョン / 遺伝子ネットワーク / 超高解像度画像 / 自己回帰型回帰モデル / 構造的SVM / マルチラベル判別 / 遺伝子間制御ネットワーク / 磁気嵐指数 / 太陽活動 / 超微形態 / オルガネラ / 電子地図 / 高圧凍結技法 / 電子顕微鏡 Less
  • Research Projects

    (16 results)
  • Research Products

    (84 results)
  • Co-Researchers

    (42 People)
  •  ムギ類作物における低温プラズマ応答機構のオルソロジーPrincipal Investigator

    • Principal Investigator
      持田 恵一
    • Project Period (FY)
      2025 – 2026
    • Research Category
      Grant-in-Aid for Transformative Research Areas (A)
    • Review Section
      Transformative Research Areas, Section (II)
    • Research Institution
      Nagasaki University
  •  Development of novel bio-nanodevice for sustainable agriculture

    • Principal Investigator
      Hirayama Takashi
    • Project Period (FY)
      2021 – 2022
    • Research Category
      Grant-in-Aid for Challenging Research (Exploratory)
    • Review Section
      Medium-sized Section 39:Agricultural and environmental biology and related fields
    • Research Institution
      Okayama University
  •  Biological sustainability of double-cropping supported by seasonal change in root microbiome

    • Principal Investigator
      Tani Akio
    • Project Period (FY)
      2019 – 2021
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Agricultural Resources for the Next Generation
    • Research Institution
      Okayama University
  •  Sparse modeling of spatio-temporal data and phenonon understanding by application to real data

    • Principal Investigator
      Nishii Ryuei
    • Project Period (FY)
      2019 – 2021
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 60030:Statistical science-related
    • Research Institution
      Nagasaki University
  •  Dissection of iron deficiency response involving novel short peptide FEP1.

    • Principal Investigator
      Hirayama Takashi
    • Project Period (FY)
      2019 – 2020
    • Research Category
      Grant-in-Aid for Challenging Research (Exploratory)
    • Review Section
      Medium-sized Section 44:Biology at cellular to organismal levels, and related fields
    • Research Institution
      Okayama University
  •  Characterization of sheath blight-resistant mechanisms using Brachypodium distachyon

    • Principal Investigator
      Kouzai Yusuke
    • Project Period (FY)
      2016 – 2017
    • Research Category
      Grant-in-Aid for Research Activity Start-up
    • Research Field
      Plant protection science
    • Research Institution
      Institute of Physical and Chemical Research
  •  Meta heuristics in field environment: improvement of agronomic sustainability and productivity through optimization of soil, weather, and cropsPrincipal Investigator

    • Principal Investigator
      Mochida Keiichi
    • Project Period (FY)
      2015 – 2018
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Food Cycle Research
    • Research Institution
      Institute of Physical and Chemical Research
  •  Development a susteinable insect-proof technology by phytochemicals with insecticidal activityPrincipal Investigator

    • Principal Investigator
      Mochida Keiichi
    • Project Period (FY)
      2015 – 2016
    • Research Category
      Grant-in-Aid for Challenging Exploratory Research
    • Research Field
      Design and evaluation of sustainable and environmental conscious system
    • Research Institution
      Institute of Physical and Chemical Research
  •  Statistical modeling of spatio-temporal data on natural and social phenomena, and those understanding

    • Principal Investigator
      Nishii Ryuei
    • Project Period (FY)
      2015 – 2018
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Statistical science
    • Research Institution
      Kyushu University
  •  Understanding of the pre-adaptation mechanisms generated by cryptic genetic variation

    • Principal Investigator
      Onda Yoshihiko
    • Project Period (FY)
      2015 – 2016
    • Research Category
      Grant-in-Aid for Challenging Exploratory Research
    • Research Field
      Science in genetics and breeding
    • Research Institution
      Institute of Physical and Chemical Research
  •  Study for heavy metal tolerance in bryophytes based on high-throughput sequencing and multi-omics approaches

    • Principal Investigator
      Sakurai Tetsuya
    • Project Period (FY)
      2015 – 2017
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Genome biology
    • Research Institution
      Kochi University
  •  Reconstruction of an evolution process with allopolyploidization based on whole genome seqeunce informationPrincipal Investigator

    • Principal Investigator
      Mochida Keiichi
    • Project Period (FY)
      2014 – 2016
    • Research Category
      Grant-in-Aid for Young Scientists (A)
    • Research Field
      Crop production science
    • Research Institution
      Institute of Physical and Chemical Research
  •  Application of cell and tissue culture system for analysis of developmental mechanisms of bamboo clum

    • Principal Investigator
      Shinjiro Ogita
    • Project Period (FY)
      2013 – 2015
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Applied molecular and cellular biology
    • Research Institution
      Prefectural University of Hiroshima
      Toyama Prefectural University
  •  植物ストレス応答に対応した細胞「域」:細胞応答から器官形態をつなぐ数理モデルPrincipal Investigator

    • Principal Investigator
      持田 恵一
    • Project Period (FY)
      2011 – 2012
    • Research Category
      Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
    • Review Section
      Biological Sciences
    • Research Institution
      The Institute of Physical and Chemical Research
  •  Development of electron microscopy atlas: Fusion with omics and electron microscopic data

    • Principal Investigator
      TOYOOKA Kiminori
    • Project Period (FY)
      2011 – 2012
    • Research Category
      Grant-in-Aid for Challenging Exploratory Research
    • Research Field
      Morphology/Structure
    • Research Institution
      The Institute of Physical and Chemical Research
  •  Construction of genome information resources for cereal breeding based on comparative "genome-link"Principal Investigator

    • Principal Investigator
      MOCHIDA Keiichi
    • Project Period (FY)
      2009 – 2010
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Breeding science
    • Research Institution
      The Institute of Physical and Chemical Research

All 2022 2021 2020 2019 2018 2017 2016 2015 2013 2012 2011 2010 2009 Other

All Journal Article Presentation

  • [Journal Article] Plant Hormonomics: A Key Tool for Deep Physiological Phenotyping to Improve Crop Productivity2022

    • Author(s)
      Hirayama Takashi、Mochida Keiichi
    • Journal Title

      Plant and Cell Physiology

      Volume: 63 Issue: 12 Pages: 1826-1839

    • DOI

      10.1093/pcp/pcac067

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-21H02509, KAKENHI-PROJECT-21K19117
  • [Journal Article] Diverse Biosynthetic Pathways and Protective Functions against Environmental Stress of Antioxidants in Microalgae2021

    • Author(s)
      Shun Tamaki, Keiichi Mochida, Kengo Suzuki
    • Journal Title

      Plants

      Volume: 19 Issue: 6 Pages: 1-17

    • DOI

      10.3390/plants10061250

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-19K11861
  • [Journal Article] Phosphate or nitrate imbalance induces stronger molecular responses than combined nutrient deprivation in roots and leaves of chickpea plants2021

    • Author(s)
      M. N. Esfahani, K. Inoue, K. H. Nguyen, H. D. Chu, Y. Watanabe, A. Kanatani, D.J. Burritt, K. Mochida, L.-S. P. Tran
    • Journal Title

      Plant Cell Environ

      Volume: 44 Issue: 2 Pages: 574-597

    • DOI

      10.1111/pce.13935

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K11861
  • [Journal Article] Cellular and transcriptomic analyses reveal two-staged chloroplast biogenesis underpinning photosynthesis build-up in the wheat leaf2021

    • Author(s)
      N. Loudya, P. Mishra, K. Takahagi, Y. Uehara-Yamaguchi, K. Inoue, L. Bogre, K. Mochida, E. Lopez-Juez
    • Journal Title

      Genome Biology

      Volume: 22 Issue: 1 Pages: 1-30

    • DOI

      10.1186/s13059-021-02366-3

    • NAID

      120007053369

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K11861
  • [Journal Article] Diversified amino acid-mediated allosteric regulation of phosphoglycerate dehydrogenase for serine biosynthesis in land plants2021

    • Author(s)
      E. Okamura, K. Ohtaka, R. Nishihama, K. Uchida, A. Kuwahara, K. Mochida. M. Yokota Hirai
    • Journal Title

      Biochemical Journal

      Volume: 478 Issue: 12 Pages: 2217-2232

    • DOI

      10.1042/bcj20210191

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-19K11861, KAKENHI-PROJECT-20H03275
  • [Journal Article] Exploration of Life-Course Factors Influencing Phenotypic Outcomes in Crops.2020

    • Author(s)
      Keiichi Mochida, Alexander E Lipka, Takashi Hirayama
    • Journal Title

      Plant & Cell Physiology

      Volume: 61 Issue: 8 Pages: 1381-1383

    • DOI

      10.1093/pcp/pcaa087

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K11861
  • [Journal Article] Decoding plant-environment interactions that influence crop agronomic traits2020

    • Author(s)
      K. Mochida, R. Nishii and T. Hirayama
    • Journal Title

      Plant and Cell Physiology

      Volume: 61 Issue: 8 Pages: 1408-1418

    • DOI

      10.1093/pcp/pcaa064

    • NAID

      120006953494

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19K11861
  • [Journal Article] Genetic Engineering Strategies for Euglena gracilis and Its Industrial Contribution to Sustainable Development Goals: A Review.2020

    • Author(s)
      Ryo Harada, Toshihisa Nomura, Koji Yamada, Keiichi Mochida, Kengo Suzuki
    • Journal Title

      Frontiers in Bioengineering and Biotechnology

      Volume: 8 Pages: 790-790

    • DOI

      10.3389/fbioe.2020.00790

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19K11861
  • [Journal Article] Life-course monitoring of endogenous phytohormone levels under field conditions reveals diversity of physiological states among barley accessions2020

    • Author(s)
      Hirayama T, Saisho D, Matsuura T, Okada S, Takahagi K, Kanatani A, Ito J, Tsuji H, Ikeda Y, Mochida K
    • Journal Title

      Plant Cell Physiologists

      Volume: pcaa046 Issue: 8 Pages: 1-32

    • DOI

      10.1093/pcp/pcaa046

    • NAID

      120007019116

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-19K11861, KAKENHI-PROJECT-16H02532, KAKENHI-PROJECT-19K05975, KAKENHI-PLANNED-16H06466
  • [Journal Article] Highly efficient transgene-free targeted mutagenesis and single-stranded oligodeoxynucleotide-mediated precise knock-in in the industrial microalga Euglena gracilis using Cas9 ribonucleoproteins2019

    • Author(s)
      Nomura T, Inoue K, Uehara-Yamaguchi Y, Yamada K, Iwata O, Suzuki K, Mochida K
    • Journal Title

      Plant Biotechnolgy Journal

      Volume: 11 Issue: 11 Pages: 2032-2034

    • DOI

      10.1111/pbi.13174

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-19K11861
  • [Journal Article] Plastic transport systems of rice for mineral elements in response to diverse soil environmental changes2019

    • Author(s)
      Wang P, Yamaji N, Inoue K, Mochida K, Ma JF.
    • Journal Title

      New Phytologist

      Volume: 11 Issue: 1 Pages: 156-169

    • DOI

      10.1111/nph.16335

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K11861, KAKENHI-PROJECT-16H06296
  • [Journal Article] Salicylic acid‐dependent immunity contributes to resistance against Rhizoctonia solani, a necrotrophic fungal agent of sheath blight, in rice and Brachypodium distachyon2018

    • Author(s)
      Kouzai, Y. et al.
    • Journal Title

      New Phytologist

      Volume: 217 Issue: 2 Pages: 771-783

    • DOI

      10.1111/nph.14849

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H04383, KAKENHI-PROJECT-16H07452
  • [Journal Article] Statistical and Machine Learning approaches to predict gene regulatory networks from transcriptome datasets2018

    • Author(s)
      K. Mochida, S. Koda, K. Inoue and R. Nishii
    • Journal Title

      Frontiers in Plant Science

      Volume: 9 Pages: 1-8

    • DOI

      10.3389/fpls.2018.01770

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-26240003, KAKENHI-PROJECT-15H02670, KAKENHI-PROJECT-16H02790, KAKENHI-PROJECT-17H01701, KAKENHI-PROJECT-15KT0038
  • [Journal Article] Homoeolog-specific activation of genes for heat acclimation in the allopolyploid grass brachypodium hybridum2018

    • Author(s)
      Takahagi,K., Inoue,K.,Shimizu, M.,Uehara-Yamaguchi,Y.,Onda, Y. and Mochida, K.
    • Journal Title

      Giga Science

      Volume: giy020 Issue: 4 Pages: 1-13

    • DOI

      10.1093/gigascience/giy020

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-15H02670
  • [Journal Article] Computer vision-based phenotyping for improvement of plant productivity: a machine learning perspective2018

    • Author(s)
      Mochida Keiichi、Koda Satoru、Inoue Komaki、Hirayama Takashi、Tanaka Shojiro、Nishii Ryuei、Melgani Farid
    • Journal Title

      GigaScience

      Volume: 8 Issue: 1 Pages: 1-12

    • DOI

      10.1093/gigascience/giy153

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17K00064, KAKENHI-PROJECT-15H02670, KAKENHI-PROJECT-15KT0038, KAKENHI-PROJECT-19K11861, KAKENHI-PROJECT-16H02790, KAKENHI-PROJECT-17H01701
  • [Journal Article] Multiplex PCR Targeted Amplicon Sequencing (MTA-Seq): Simple, Flexible, and Versatile SNP Genotyping by Highly Multiplexed PCR Amplicon Sequencing2018

    • Author(s)
      Onda Yoshihiko、Takahagi Kotaro、Shimizu Minami、Inoue Komaki、Mochida Keiichi
    • Journal Title

      Frontiers in Plant Science

      Volume: 9 Pages: 1-10

    • DOI

      10.3389/fpls.2018.00201

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-17K15214, KAKENHI-PROJECT-15H02670
  • [Journal Article] Gene Co-expression Network Analysis Suggests the Existence of Transcriptional Modules Containing a High Proportion of Transcriptionally Differentiated Homoeologs in Hexaploid Wheat2018

    • Author(s)
      Takahagi Kotaro、Inoue Komaki、Mochida Keiichi
    • Journal Title

      Frontiers in Plant Science

      Volume: 9 Pages: 1-10

    • DOI

      10.3389/fpls.2018.01163

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-15H02670, KAKENHI-PROJECT-18J14012
  • [Journal Article] 草本系バイオマス増産のためのゲノム育種基盤2017

    • Author(s)
      持田恵一、香西雄介、恩田義彦
    • Journal Title

      アグリバイオ

      Volume: 1 Pages: 1314-1317

    • NAID

      40021807953

    • Data Source
      KAKENHI-PROJECT-16H07452
  • [Journal Article] Diurnal Transcriptome and Gene Network Represented through Sparse Modeling in Brachypodium distachyon2017

    • Author(s)
      Koda S, Onda Y, Matsui H, Takahagi K, Uehara-Yamaguchi Y, Shimizu M, Inoue K, Yoshida T, Sakurai T, Honda H, Eguchi S, Nishii R and Mochida K
    • Journal Title

      Front. Plant Sci

      Volume: 8 Pages: 2055-2055

    • DOI

      10.3389/fpls.2017.02055

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-15KT0038, KAKENHI-PROJECT-15H01678, KAKENHI-PROJECT-15H02670, KAKENHI-PROJECT-16H02790, KAKENHI-PROJECT-17H01701
  • [Journal Article] Exploring Genetic Diversity in Plants by Using High-Throughput Sequencing Techniques.2016

    • Author(s)
      Onda, Y. and Mochida, K.
    • Journal Title

      Current Genomics

      Volume: 17 Pages: 356-365

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-15K14634
  • [Journal Article] Expression profiling of marker genes responsive to the defence-associated phytohormones salicylic acid, jasmonic acid and ethylene in Brachypodium distachyon.2016

    • Author(s)
      Kouzai, Y., Kimura, M., Yamanaka, Y., Watanabe, M., Matsui, H., Yamamoto, M., Ichinose, Y., Toyoda, K., Onda, Y., Mochida, K. and Noutoshi, Y.
    • Journal Title

      BMC Plant Biology

      Volume: 16 Issue: 1 Pages: 1-11

    • DOI

      10.1186/s12870-016-0749-9

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-15K14634, KAKENHI-PROJECT-25292035
  • [Journal Article] Exploring Genetic Diversity in Plants Using High-Throughput Sequencing Techniques2016

    • Author(s)
      Onda Y, Mochida K
    • Journal Title

      Current Genomics

      Volume: 17 Issue: 4 Pages: 356365-356365

    • DOI

      10.2174/1389202917666160331202742

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-26712003
  • [Journal Article] Analysis of single nucleotide polymorphisms based on RNA sequencing data of diverse bio-geographical accessions in barley2016

    • Author(s)
      Kotaro Takahagi, Yukiko Uehara-Yamaguchi, TakuhiroYoshida, Tetsuya Sakurai, Kazuo Shinozaki, Keiichi Mochida, Daisuke Saisho
    • Journal Title

      Scientific Reports

      Volume: 6 Issue: 1 Pages: 1-11

    • DOI

      10.1038/srep33199

    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-15KT0038
  • [Journal Article] Crop improvement using life cycle datasets acquired under field conditions2015

    • Author(s)
      Mochida K, Saisho D, Hirayama T.
    • Journal Title

      Front. Plant Sci.

      Volume: 6 Pages: 740-740

    • DOI

      10.3389/fpls.2015.00740

    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-15KT0038, KAKENHI-PROJECT-15H02670, KAKENHI-PROJECT-15H04383, KAKENHI-PROJECT-24370023, KAKENHI-PROJECT-26712003
  • [Journal Article] Determination of growth stages and metabolic profiles in Brachypodium distachyon for comparison of developmental context with Triticeae crops.2015

    • Author(s)
      Onda, Y., Hashimoto, K., Yoshida, T., Sakurai, T., Sawada, Y., Hirai, M.Y., Toyooka, K., Mochida, K. and Shinozaki, K.
    • Journal Title

      Proceedings of the Royal Society B

      Volume: 282 Issue: 1811 Pages: 1-8

    • DOI

      10.1098/rspb.2015.0964

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-15K14634, KAKENHI-PROJECT-15H02670, KAKENHI-PROJECT-24687007, KAKENHI-PROJECT-26712003
  • [Journal Article] 新しいモデル草本植物 ミナトカモジグサ (Brachypodium distachyon)2015

    • Author(s)
      持田恵一, 恩田義彦, 佐々木忠将, 氷室泰代, 最相大輔, 小林正智, 平山隆志, 篠崎一雄
    • Journal Title

      植物の生長調節

      Volume: 50 Pages: 103-109

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-15K14634
  • [Journal Article] TreeTFDB: An Integrative Database of the Transcription Factors from Six Economically Important Tree Crops for Functional Predictions and Comparative and Functional Genomics2013

    • Author(s)
      Keiichi Mochida
    • Journal Title

      DNA Research

      Volume: 20 Issue: 2 Pages: 151-162

    • DOI

      10.1093/dnares/dss040

    • Peer Reviewed
    • Data Source
      KAKENHI-PUBLICLY-23119524
  • [Journal Article] Advances in Omics and Bioinformatics Tools for Systems Analyses of Plant Functions2011

    • Author(s)
      Keiichi Mochida, Kazuo Shinozaki
    • Journal Title

      Plant and Cell Physiology

      Volume: 52 Issue: 12 Pages: 2017-2038

    • DOI

      10.1093/pcp/pcr153

    • NAID

      10030305764

    • Peer Reviewed
    • Data Source
      KAKENHI-PUBLICLY-23119524
  • [Journal Article] Global landscape of a co-expressed gene network in barley and its application to gene discovery in triticeae crops.2011

    • Author(s)
      Mochida K, Uehara-Yamaguchi Y, Yoshida T, Sakurai T, Shinozaki K
    • Journal Title

      Plant Cell Physiol. 52(5)

      Pages: 785-803

    • NAID

      10029710925

    • Data Source
      KAKENHI-PROJECT-21780011
  • [Journal Article] Global landscape of a co-expressed gene network in barley and its application to gene discovery in Triticeae crops2011

    • Author(s)
      Keiichi Mochida, Yukiko Uehara-Yamaguchi, Takuhiro Yoshida, Tetsuya Sakurai, Kazuo Shinozaki
    • Journal Title

      Plant and Cell Physiology

    • NAID

      10029710925

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21780011
  • [Journal Article] Genome-wide analysis of two-component systems and prediction of stress-responsive two-component system members in soybean.2010

    • Author(s)
      Mochida K, Yoshida T, Sakurai T, Yamaguchi-Shinozaki K, Shinozaki K, Tran LS.
    • Journal Title

      DNA Res. 17(5)

      Pages: 303-324

    • Data Source
      KAKENHI-PROJECT-21780011
  • [Journal Article] Genome-Wide Analysis of Two-Component Systems and Prediction of Stress-Responsive Two-Component System Members in Soybean2010

    • Author(s)
      Keiichi Mochida, Takuhiro Yoshida, Tetsuya Sakurai1, Kazuko Yamaguchi-Shinozaki, Kazuo Shinozaki1, Lam-Son Phan Tran1
    • Journal Title

      DNA Research

      Volume: 17 Pages: 303-324

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21780011
  • [Journal Article] In silico analysis of transcription factor repertoires and prediction of stress-responsive transcription factors from six major Gramineae plants.

    • Author(s)
      Mochida K, Yoshida T, Sakurai T, Yamaguchi-Shinozaki, K, Shinozaki K, Tran LS
    • Journal Title

      DNA Res. ((accepted after minor revision))

    • Data Source
      KAKENHI-PROJECT-21780011
  • [Presentation] オオムギ根内生微生物の同定と役割の解明2022

    • Author(s)
      木代 勝元、最相 大輔、山下 純、山地 直樹、山本 敏央、門田 有希、持田 恵一、中川 智行、谷 明生
    • Organizer
      日本農芸化学会2022年度大会 京都
    • Data Source
      KAKENHI-PROJECT-19KT0011
  • [Presentation] Diversity of developmental trajectories in barley illustrated through deep phenotyping ディープフェノタイピングによるオオムギの成長トラジェクトリの多様性の解明2022

    • Author(s)
      持田恵一、金俊植、高萩航太郎、金谷麻加、井上小槙、上原由紀子、清水みなみ、最相大輔、井藤純、服部公央亮、岡田聡史、池田陽子、梅崎太造、辻寛之、平山隆志
    • Organizer
      第63回日本植物生理学会年会
    • Data Source
      KAKENHI-PROJECT-19K11861
  • [Presentation] オオムギ根から分離された新種細菌Rugamonas sp.の性質2021

    • Author(s)
      木代勝元, 最相大輔, 山下純, 山地直樹, 山本敏央, 門田有希, 持田恵一, 中川智行, 谷明生
    • Organizer
      日本農芸化学会西日本・中四国・関西支部合同大会
    • Data Source
      KAKENHI-PROJECT-19KT0011
  • [Presentation] オオムギ根圏の共生微生物の単離と同定2021

    • Author(s)
      木代勝元、最相大輔、山下純、山地直樹、山本敏夫、門田有希、持田恵一、中川智行、谷 明生
    • Organizer
      日本農芸化学会大会 仙台
    • Data Source
      KAKENHI-PROJECT-19KT0011
  • [Presentation] オオムギ根圏の共生微生物の単離と同定2021

    • Author(s)
      木代勝元、最相大輔、山下純、山地直樹、山本敏夫、門田有希、持田恵一、中川智行、谷 明生
    • Organizer
      日本農芸化学会大会
    • Data Source
      KAKENHI-PROJECT-19KT0011
  • [Presentation] FEP1, a novel short peptide involved in iron homeostasis of Arabidopsis2020

    • Author(s)
      Takashi Hirayama, Satoshi Okada, Gui Jie Lei, Naoki Yamaji, Keiichi Mochida, Jian Feng Ma
    • Organizer
      Chemistry and Plant Biology, ERATO International Symposium
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K22434
  • [Presentation] 野外生育環境におけるオオムギ成長過程の多様性2020

    • Author(s)
      持田 恵一、高萩 航太郎、上原 由紀子、井上 小槙、金谷 麻加、清水 みなみ、最相 大輔、平山 隆志
    • Organizer
      第61回日本植物生理学会年会
    • Data Source
      KAKENHI-PROJECT-19K11861
  • [Presentation] Physiological dynamics across diverse barley accessions under filed condition illustrated by combined hormonome and transcriptome profiling2019

    • Author(s)
      Keiichi Mochida, Komaki Inoue; Yukiko Uehara-Yamaguchi, Minami Shimizu; Kotaro Takahagi; Asaka Kanatani ; Takakazu Matsuura; Daisuke Saisho; Takashi Hirayama
    • Organizer
      Phenome 2019
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15KT0038
  • [Presentation] Homoeolog-Specific Activation of Genes for Heat Acclimation in Brachypodium hybridum2019

    • Author(s)
      Keiichi Mochida and Jotaro Takahagi
    • Organizer
      Plant and Animal Genome XXVII
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15KT0038
  • [Presentation] Phenotypic plasticity of barley developmental trajectory2019

    • Author(s)
      Daisuke Saisho, Jun Ito, Hiroyuki Tsuji, Keiichi Mochida, Yoko Ikeda, Takashi Hirayama
    • Organizer
      Phenome 2019 Tucson, AZ, U.S.A.
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15KT0038
  • [Presentation] オオムギのライフコース研究2019

    • Author(s)
      持田 恵一
    • Organizer
      第136回日本育種学会講演会
    • Invited
    • Data Source
      KAKENHI-PROJECT-19K11861
  • [Presentation] Functional data analysis applied to identify time-series changes of environmental factors that are related to flowering in barley2018

    • Author(s)
      Keiichi Mochida, Hidetoshi Matsui, Kotaro Takahagi, Komaki Inoue, Makoto Ishii, Kazuhiro Sato, Takashi Hirayama
    • Organizer
      第59回日本植物生理学会年会
    • Data Source
      KAKENHI-PROJECT-15KT0038
  • [Presentation] 抵抗性と罹病性のミナトカモジグサへの紋枯病菌感染時のトランスクリプトーム比較解析2018

    • Author(s)
      香西雄介、能年義輝、井上小槙、恩田義彦、持田恵一
    • Organizer
      平成30年度日本植物病理学会
    • Data Source
      KAKENHI-PROJECT-16H07452
  • [Presentation] Functional regression modeling for agricultural data2018

    • Author(s)
      Hidetoshi Matsui and Keiichi Mochida
    • Organizer
      11th International Conference of the ERCIM WG on Computational and Methodological Statistics
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15KT0038
  • [Presentation] An integrated genome information resource in Pooideae and its application to identify homoeologous relations of transcription factors in barley and wheat2018

    • Author(s)
      Komaki Inoue, Kotaro Takahagi, Takashi Hirayama, Keiichi Mochida
    • Organizer
      第59回日本植物生理学会年会
    • Data Source
      KAKENHI-PROJECT-15KT0038
  • [Presentation] Field multi-omics approaches in barley toward robust crop development2018

    • Author(s)
      Daisuke Saisho, Jun Ito, Hiroyuki Tsuji, Keiichi Mochida, Yoko Ikeda, Takashi Hirayama
    • Organizer
      IBMW2018, University of Dundee, Dundee, Scotland
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15KT0038
  • [Presentation] Barley developmental transition and its diversity revealed by field transcriptomics2018

    • Author(s)
      Kotaro Takahagi, Yasuhiro Matsushita, Komaki Inoue, Yukiko Uehara-Yamaguchi, Daisuke Saisho, Satoru Koda, Ryuei Nishii, Takashi Hirayama, Keiichi Mochida
    • Organizer
      第59回日本植物生理学会年会
    • Data Source
      KAKENHI-PROJECT-15KT0038
  • [Presentation] Statistical gene analysis and contributions to low-carbon society2018

    • Author(s)
      Satoru Koda, Ryuei Nishii, Keiichi Mochida, Yoshihiko Onda
    • Organizer
      I2CNER Annual Symposium
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02670
  • [Presentation] Statistical gene data analysis and applications to plant growth2018

    • Author(s)
      Satoru Koda, Yoshihiko Onda, Hidetoshi Matsui,Ryuei Nishii and Keiichi Mochida
    • Organizer
      International workshop: Data driven crop design technology
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02670
  • [Presentation] Diurnal transcriptome and gene network represented through sparse modeling in Brachypodium distachyon2018

    • Author(s)
      Satoru Koda, Yoshihiko Onda, Hidetoshi Matsui, Kotaro Takahagi, Yukiko Uehara-Yamaguchi, Minami Shimizu, Komaki lnoue, Takuhiro Yoshida, Tetsuya Sakurai, Hiroshi Honda, Shinto Eguchi, Ryuei Nishii, Keiichi Mochida
    • Organizer
      第59回日本植物生理学会年会
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02670
  • [Presentation] A life course approach aiming to design climate-resilient crops2018

    • Author(s)
      Keiichi Mochida
    • Organizer
      九州大学IMIシンポジウム
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15KT0038
  • [Presentation] 小型草本モデル植物ミナトカモジグサを用いた紋枯病抵抗性系統の探索とその特徴付け2017

    • Author(s)
      香西雄介、持田恵一、恩田義彦、能年義輝
    • Organizer
      平成29年度日本植物病理学会
    • Data Source
      KAKENHI-PROJECT-16H07452
  • [Presentation] 圃場環境下における野生オオムギと栽培オオムギの生長段階と植物ホルモン動態の季節変動2017

    • Author(s)
      最相大輔, 松浦恭和,池田陽子,森泉,持田恵一,平山隆志
    • Organizer
      日本育種学会
    • Place of Presentation
      愛知県名古屋市
    • Year and Date
      2017-03-29
    • Data Source
      KAKENHI-PROJECT-15KT0038
  • [Presentation] A simple and versatile SNP genotyping method by multiplex PCR amplicon sequence in Brachypodium distachyon.2017

    • Author(s)
      Yoshihiko Onda, Minami Shimizu, Kotaro Takahagi, Keiichi Mochida
    • Organizer
      International Plant & Animal Genome XXV
    • Place of Presentation
      San Diego, USA
    • Year and Date
      2017-01-14
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K14634
  • [Presentation] Screening of sheath blight resistant accessions in Brachypodium distachyon2017

    • Author(s)
      Kouzai Y, Onda Y, Mochida K, Noutoshi Y
    • Organizer
      第58回日本植物病理学会年会
    • Place of Presentation
      鹿児島大学郡元キャンパス
    • Year and Date
      2017-03-16
    • Data Source
      KAKENHI-PROJECT-16H07452
  • [Presentation] 植物科学とデータ科学を融合したバイオマス増産研究2017

    • Author(s)
      持田恵一
    • Organizer
      近畿バイオ・バイオマスイノベーション研究会
    • Invited
    • Data Source
      KAKENHI-PROJECT-15KT0038
  • [Presentation] Crop design based on life cycle datasets toward sustainable agriculture2017

    • Author(s)
      Keiichi Mochida
    • Organizer
      第9回植物ストレス科学研究シンポジウム
    • Place of Presentation
      岡山県倉敷市
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-26712003
  • [Presentation] Crop design based on life cycle datasets toward sustainable agriculture2017

    • Author(s)
      Keiichi Mochida
    • Organizer
      岡山大学ストレス科学研究シンポジウム
    • Place of Presentation
      岡山県倉敷市
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15KT0038
  • [Presentation] オオムギ遺伝資源における圃場出穂期の年次変動要因2017

    • Author(s)
      石井 誠・佐藤和広・持田恵一・高萩航太郎・井上小槙
    • Organizer
      育種学会132回講演会
    • Data Source
      KAKENHI-PROJECT-15KT0038
  • [Presentation] ミナトカモジグサにおける植物免疫ホルモン応答性マーカー遺伝子の同定と発現プロファイルの解析2016

    • Author(s)
      香西雄介, 山中由利恵, 渡邉恵, 木村麻美子, 松井英譲, 山本幹博, 一瀬勇規, 豊田和弘, 恩田 義彦, 持田恵一, 能年義輝
    • Organizer
      平成28年度日本植物病理学会関西部会
    • Place of Presentation
      静岡県コンベンションアーツセンター
    • Year and Date
      2016-09-29
    • Data Source
      KAKENHI-PROJECT-16H07452
  • [Presentation] Artificial crossing method and development of population genotyping technique based on amplicon sequence in Brachypodium distachyon.2016

    • Author(s)
      Yoshihiko Onda, Minami Shimizu, Kotaro Takahagi, Fumiko Kato, Risa Nakayama, Keiichi Mochida.
    • Organizer
      第57回日本植物生理学会年会
    • Place of Presentation
      岩手大学
    • Year and Date
      2016-03-18
    • Data Source
      KAKENHI-PROJECT-15K14634
  • [Presentation] 発熱植物における「花の匂い生産」についてのトランスクリプトーム解析2016

    • Author(s)
      恩田義彦, 持田恵一, 吉田拓広, 櫻井哲也, Roger Seymour, 梅川結, Stergios Pirintsos, 篠崎一雄, 伊藤菊一.
    • Organizer
      第63回日本生態学会仙台大会
    • Place of Presentation
      仙台国際センター
    • Year and Date
      2016-03-20
    • Data Source
      KAKENHI-PROJECT-15K14634
  • [Presentation] Advances in omics and bioinformatics for gene discovery in plants2016

    • Author(s)
      持田恵一
    • Organizer
      Plant Genes and “Omics”: Technology Development
    • Place of Presentation
      ウィーン(オーストリア)
    • Year and Date
      2016-02-11
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15KT0038
  • [Presentation] 異質倍数体植物の環境適応性に関わるゲノム機能の研究2016

    • Author(s)
      高萩航太郎、井上小槙、中山梨沙、清水みなみ、山口(上原)由紀子、恩田義彦、篠崎一雄、持田恵一
    • Organizer
      第11回ムギ類研究会
    • Place of Presentation
      岡山県倉敷市
    • Invited
    • Data Source
      KAKENHI-PROJECT-26712003
  • [Presentation] コケ植物にみられるニッチ戦略のための細胞分化2015

    • Author(s)
      野村 俊尚, 若崎 眞由美, 上原 由紀子, 吉田 拓広, 小嶋 美紀子, 豊岡 公徳, 持田 恵一, 櫻井 哲也, 馳澤 盛一郎, 榊原 均
    • Organizer
      日本植物学会第79回大会
    • Place of Presentation
      朱鷺メッセ(新潟県新潟市)
    • Year and Date
      2015-09-06
    • Invited
    • Data Source
      KAKENHI-PROJECT-15K06905
  • [Presentation] 植物バイオマス増産のための遺伝子データ解析2015

    • Author(s)
      江田 智尊, 松井 秀俊, 西井 龍映, 持田 恵一, 恩田 義彦, 櫻井 哲也, 吉田 拓広
    • Organizer
      統計科学研究会 情報・統計科学シンポジウム
    • Place of Presentation
      九州大学(福岡県福岡市)
    • Year and Date
      2015-12-04
    • Data Source
      KAKENHI-PROJECT-15H02670
  • [Presentation] オオムギにおける生物地理的代表品種のトランスクリプトーム解析2015

    • Author(s)
      持田恵一、高萩航太郎、山口(上原)由紀子、吉田拓広、櫻井哲也、篠崎一雄、最相大輔
    • Organizer
      DNA鑑定学会
    • Place of Presentation
      発明開館(東京都)
    • Year and Date
      2015-12-09
    • Invited
    • Data Source
      KAKENHI-PROJECT-15KT0038
  • [Presentation] 電顕アトラス:高圧凍結技法を取り入れた広域電顕像撮影システムの開発2013

    • Author(s)
      佐藤繭子、朽名夏麿、澤木史江、若崎眞由美、桧垣匠、吉田拓弘、櫻井哲也、馳澤盛一郎、持田恵一、永田典子、豊岡公徳
    • Organizer
      第54回日本植物生理学会年会
    • Place of Presentation
      岡山
    • Year and Date
      2013-03-21
    • Data Source
      KAKENHI-PROJECT-23657051
  • [Presentation] Electron microscopy atlas : ultrastructure and distribution of vesicle cluster in plants2012

    • Author(s)
      K.Toyooka, M.Wakazaki, N.Kutsuna, T.Higaki, N.Nagata, K.Mochida, K.Matsuoka, K.Shinozaki, M.Sato
    • Organizer
      The 1st International Symposium on Plant Environmental Sensing
    • Place of Presentation
      奈良
    • Year and Date
      2012-03-19
    • Data Source
      KAKENHI-PUBLICLY-23119524
  • [Presentation] Electron microscopy atlas : The ultrastructure and distribution of vesicle clusters2012

    • Author(s)
      K. Toyooka, M. Wakazaki, N. Kutsuna, T. Higaki, N. Nagata, K. Mochida, K. Matsuoka, K. Shinozaki, M. Sato
    • Organizer
      The 1st International Symposium on Plant Environmental Sensing
    • Place of Presentation
      Nara, Japan
    • Data Source
      KAKENHI-PROJECT-23657051
  • [Presentation] 生体顕微マルチスケーリングマッピングシステムを用いた小胞クラスターの分布と超微形態解析2012

    • Author(s)
      豊岡公徳, 若崎眞由美, 吉田拓弘, 朽名夏麿, 桧垣匠, 永田典子, 松岡健, 櫻井哲也, 持田恵一, 佐藤繭子
    • Organizer
      日本植物生理学会第53回大会
    • Place of Presentation
      京都
    • Year and Date
      2012-03-17
    • Data Source
      KAKENHI-PROJECT-23657051
  • [Presentation] 生体顕微マルチスケーリングマッピングシステムを用いた小胞クラスターの分布と超微形態解析2012

    • Author(s)
      豊岡公徳、若崎眞由美、吉田拓広、朽名夏麿、桧垣匠、永田典子、櫻井哲也、松岡健、持田恵一、佐藤繭子
    • Organizer
      第53回日本植物生理学会年会
    • Place of Presentation
      京都産業大学(京都)
    • Data Source
      KAKENHI-PROJECT-23657051
  • [Presentation] 生体顕微マルチスケールマッピングシステム:小胞クラスターの分布と構造2012

    • Author(s)
      豊岡公徳、若崎眞由美、朽名夏麿、桧垣匠、永田典子、松岡健、持田恵一、佐藤繭子
    • Organizer
      第68回日本顕微鏡学会年会
    • Place of Presentation
      つくば
    • Year and Date
      2012-05-15
    • Data Source
      KAKENHI-PROJECT-23657051
  • [Presentation] 生体顕微マルチスケーリングマッピングシステムを用いた小胞クラスターの分布と超微形態解析2012

    • Author(s)
      豊岡公徳、若崎眞由美、吉田拓広、朽名夏麿、桧垣匠、永田典子、櫻井哲也、松岡健、持田恵一、佐藤繭子
    • Organizer
      第53回日本植物生理学会年会
    • Place of Presentation
      京都
    • Year and Date
      2012-03-16
    • Data Source
      KAKENHI-PUBLICLY-23119524
  • [Presentation] イネ科植物転写因子の統合データベースGramineaeTFDB2011

    • Author(s)
      持田恵一、吉田拓広、櫻井哲也、篠崎和子、篠崎一、チャンファンラムソン
    • Organizer
      第52回日本植物生理学会
    • Place of Presentation
      仙台
    • Year and Date
      2011-03-20
    • Data Source
      KAKENHI-PROJECT-21780011
  • [Presentation] オオムギの遺伝子共発現ネットワーク解析2011

    • Author(s)
      持田恵一, 上原由紀子, 吉田拓広, 櫻井哲也, 篠崎一雄
    • Organizer
      第52回日本植物生理学会年会
    • Place of Presentation
      東北大学
    • Data Source
      KAKENHI-PROJECT-21780011
  • [Presentation] オオムギの遺伝子共発現ネットワーク解析2011

    • Author(s)
      持田恵一, 上原由紀子, 吉田拓広, 櫻井哲也, 篠崎一雄
    • Organizer
      第52回日本植物生理学会
    • Place of Presentation
      仙台
    • Year and Date
      2011-03-22
    • Data Source
      KAKENHI-PROJECT-21780011
  • [Presentation] マメ科植物転写因子の統合データベースLegumeTFDB2011

    • Author(s)
      Mochida K, Yoshida T, Sakurai T, Yamaguchi-Shinozaki K, Shinozaki K, Tran LS
    • Organizer
      第52回日本植物生理学会
    • Place of Presentation
      仙台
    • Year and Date
      2011-03-20
    • Data Source
      KAKENHI-PROJECT-21780011
  • [Presentation] イネ科植物転写因子の統合データベースGramineaeTFDB2011

    • Author(s)
      持田恵一, 吉田拓広, 櫻井哲也, 篠崎和子, 篠崎一雄, チャンファンラムソン
    • Organizer
      第52回日本植物生理学会年会
    • Place of Presentation
      東北大学
    • Data Source
      KAKENHI-PROJECT-21780011
  • [Presentation] イネ科作物ゲノム情報の統合化とその利用2009

    • Author(s)
      持田恵一、篠崎一雄
    • Organizer
      日本育種学会 第116回講演会 シンポジウム
    • Place of Presentation
      北海道札幌市
    • Year and Date
      2009-09-25
    • Data Source
      KAKENHI-PROJECT-21780011
  • [Presentation] TriMEDB、TriFLDBの紹介2009

    • Author(s)
      持田恵一
    • Organizer
      日本育種学会 第116回講演会 グループ研究集会
    • Place of Presentation
      北海道札幌市
    • Year and Date
      2009-09-26
    • Data Source
      KAKENHI-PROJECT-21780011
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