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Development of A Prediction Model of Adaptive Evolution of Genetic Diversity under Climate Change

Research Project

Project/Area Number 26630247
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Civil and environmental engineering
Research InstitutionEhime University

Principal Investigator

Watanabe Kozo  愛媛大学, 理工学研究科(工学系), 教授 (80634435)

Co-Investigator(Kenkyū-buntansha) 風間 聡  東北大学, 工学研究科, 教授 (50272018)
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2016: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords気候変動 / 適応進化 / 遺伝的多様性 / 河川生態系 / 選択性遺伝子座 / 適応的進化 / 河川環境 / 水文モデル
Outline of Final Research Achievements

We projected adaptive genetic variations of four species of stream insect under climate change scenarios, using the distributed hydrothermal model and 8 global climate models. We modeled 11-31 selective AFLP loci per species, which were statistically identified to be subject to natural selection. We acquired bias-corrected air temperature and precipitation data of 3 RCP scenarios (CP2.6、RCP4.5、RCP8.5) from the GCMs. Then, these climatic data were used to calculate annual metrics of current velocity, water depth and water temperature using the hydrothermal model. Models describing adaptive genetic variation, which is represented as linear response of allele frequency at each locus under natural selection to environmental predictors, have been constructed based on current hydrothermal variables. Using the models, we estimated future changes of the allele frequency along changing climate gradients.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (64 results)

All 2017 2016 2015 2014 Other

All Int'l Joint Research (6 results) Journal Article (13 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 13 results,  Open Access: 5 results,  Acknowledgement Compliant: 7 results) Presentation (41 results) (of which Int'l Joint Research: 13 results) Remarks (1 results) Funded Workshop (3 results)

  • [Int'l Joint Research] ライプニッツ淡水生態学。内水漁業研究所(ドイツ)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] 釜山大学校/Kyung Hee Univerisity(韓国)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] ハンガリー自然史博物館/ハンガリー科学アカデミー植物保護研究所(ハンガリー)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] デラサール大学(フィリピン)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] 釜山大学校/ソウル大学(韓国)

    • Related Report
      2015 Research-status Report
  • [Int'l Joint Research] ライプニッツ淡水生態学・内水漁業 研究所(ドイツ)

    • Related Report
      2015 Research-status Report
  • [Journal Article] Comparative Tests of Species-Genetic Diversity Correlations in Neutral and Non-neutral Loci in Four Species of Stream Insect2017

    • Author(s)
      Kozo Watanabe and Michael T Monaghan
    • Journal Title

      Evolution

      Volume: in press Issue: 7 Pages: 1755-1764

    • DOI

      10.1111/evo.13261

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] New species and records of Leuctridae (Plecoptera) from Guangxi, China, on the basis of morphological and molecular data, with emphasis on Rhopalopsole2017

    • Author(s)
      Weihai Li, David Muranyi, Maribet Gamboa, Ding Yang, and Kozo Watanabe
    • Journal Title

      Zootaxa

      Volume: 4243(1) Issue: 1 Pages: 165-176

    • DOI

      10.11646/zootaxa.4243.1.8

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Catchment-scale modeling of riverine species diversity using hydrological simulation: application to tests of species-genetic diversity correlation2017

    • Author(s)
      Nukazawa, K., Kazama, S., Watanabe
    • Journal Title

      Ecohydrology

      Volume: 10 Issue: 1

    • DOI

      10.1002/eco.1778

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Multispecies assessment of genetic differentation of aquatic insects in inttermittent river revealed by next-generation sequencing2016

    • Author(s)
      八重樫咲子,泉昴佑,三宅洋,渡辺幸三
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. G (Environmental Research)

      Volume: 72 Issue: 7 Pages: III_489-III_496

    • DOI

      10.2208/jscejer.72.III_489

    • NAID

      130005530461

    • ISSN
      2185-6648
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Metabarcoding-based Assessment of Community Structures of Stream Invertebrates in Rivers Fragmented by Dams with Sediment Bypass Tunnels2016

    • Author(s)
      渡辺幸三,近藤俊介,泉昂佑,八重樫咲子
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. G (Environmental Research)

      Volume: 72 Issue: 7 Pages: III_559-III_566

    • DOI

      10.2208/jscejer.72.III_559

    • NAID

      130005530546

    • ISSN
      2185-6648
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Identification of Outlier Loci Responding to Anthropogenic and Natural Selection Pressure in Stream Insects Based on Self-Organizing Map2016

    • Author(s)
      Bin Li, Kozo Watanabe, Dong-Hwan Kim, Sang-Bin Lee, Muyoung Heo, Heui-Soo Kim and Tae-Soo Chon
    • Journal Title

      Water

      Volume: 8(5) Issue: 5 Pages: 188-188

    • DOI

      10.3390/w8050188

    • Related Report
      2016 Annual Research Report 2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Characterization of Genes Coding for Histone H3, 18S rRNA, and Cytochrome oxidase subunit I of East Asian Mayflies (Ephemeroptera)2016

    • Author(s)
      Kei Wakimura, Yasuhiro Takemon, Atsushi Takayanagi, Shin-ichi Ishiwata, Kozo Watanabe, Kazumi Tanida, Nobuyoshi Shimizu, and Mikio Kato
    • Journal Title

      DNA Barcodes

      Volume: 4 Pages: 1-25

    • Related Report
      2016 Annual Research Report 2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] 水文モデルと底生動物の生息場モデルを用いた河川健全度パターンの評価2016

    • Author(s)
      糠澤桂,風間聡,渡辺幸三
    • Journal Title

      土木学会論文集B1(水工学)

      Volume: Vol.72, No.4

    • NAID

      130005312010

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] ダムおよび瀬切れによる河川分断化がエルモンヒラタカゲロウの地域間交流に及ぼす影響の遺伝的評価2015

    • Author(s)
      八重樫咲子,不破直人,山崎久美子,三宅洋,渡辺幸三
    • Journal Title

      土木学会論文集G(環境)

      Volume: Vol.71, No.7

    • NAID

      130005155790

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A hydrothermal simulation approach to modelling spatial patterns of adaptive genetic variation in four stream insects2015

    • Author(s)
      Nukazawa K., Kazama S., Watanabe K.
    • Journal Title

      Journal of Biogeography

      Volume: 42 Issue: 1 Pages: 103-113

    • DOI

      10.1111/jbi.12392

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Arai R, Nukazawa K, Kazama S, Takemon Y2014

    • Author(s)
      Thermal effects on benthic invertebrates within the headstreams
    • Journal Title

      Proceedings of the 19th IAHR-APD Congress

      Volume: -

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] 複数の全球気候モデルを用いた源流域 における底生動物個体数密度の将来変化2014

    • Author(s)
      糠澤桂,新井涼允,風間聡,竹門康弘
    • Journal Title

      土木学会論文集G(環境)

      Volume: Vol.70, No.5

    • NAID

      130004707620

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] A hydrological approach to revealing relationship between physical habitat and genetic diversity of stream invertebrates2014

    • Author(s)
      Nukazawa Kei, Kazama So, Takase Akihiko, Watanabe Kozo
    • Journal Title

      Proceedings of the 19th Congress of the Asia and Pacific Division of the International Association for Hydro-Environment Engineering and Research (IAHR-APD)

      Volume: -

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] 流出解析を利用した河川無脊椎生物の生息分布予測モデルの開発2017

    • Author(s)
      糠澤桂,風間聡,渡辺幸三
    • Organizer
      第51回日本水環境学会年会
    • Place of Presentation
      熊本大学(熊本県・熊本市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] METABARCODING ANALYSIS OF WATER ENVIRONMENTAL DNA TO REVEAL SPECIES DIVERSITY OF AQUATIC INSECTS USING NEXT GENERATION SEQUENCING2017

    • Author(s)
      Sakiko YAEGASHI, Kozo WATANABE
    • Organizer
      The Association for the Sciences of Limnology and Oceanography (ASLO) 2017 Aquatic Science Meeting
    • Place of Presentation
      Honolulu,USA
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 次世代シーケンサーで得られた水性昆虫DNA配列の種判別2017

    • Author(s)
      稲井公二,渡辺幸三,加藤幹男
    • Organizer
      日本陸水学会近畿支部会第28回研究発表会
    • Place of Presentation
      神戸学院大学(兵庫県・神戸市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] Advancement of genome analysis in aquatic insects2016

    • Author(s)
      Kozo Watanabe
    • Organizer
      Seminar for Genetics-Ecology-Evolution-Modeling
    • Place of Presentation
      Pusan National University(Busan)・Korea
    • Year and Date
      2016-03-19
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Climate change detected by molecular ecology and evolution2016

    • Author(s)
      Kozo Watanabe
    • Organizer
      Seminar for Genetics-Ecology-Evolution-Modeling
    • Place of Presentation
      Pusan National University(Busan)・Korea
    • Year and Date
      2016-03-18
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 水文モデルと底生動物の生息場モデルを用いた流域健全度パターンの評価2016

    • Author(s)
      糠澤桂、風間聡、渡辺幸三
    • Organizer
      第60回 水工学講演会
    • Place of Presentation
      東北工業大学(仙台市・宮城県)
    • Year and Date
      2016-03-16
    • Related Report
      2015 Research-status Report
  • [Presentation] Projected adaptive genetic degradation in a caddisfly species under changing climates2016

    • Author(s)
      Kei Nukazawa, So Kazama , Kozo Watanabe
    • Organizer
      11th International Symposium on Ecohydraulics
    • Place of Presentation
      Melbourne・Australia
    • Year and Date
      2016-02-12
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] メタバーコーディングを活用した排砂バイパスダム上下流間の河川底生動物の群集構造の評価2016

    • Author(s)
      渡辺幸三,近藤俊介,泉昂佑,八重樫咲子
    • Organizer
      第53回環境工学フォーラム
    • Place of Presentation
      北九州国際会議場(福岡県・北九州市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] 国際テータベースに登録された水生昆虫DNAの整理と検証2016

    • Author(s)
      稲井公二,渡辺幸三,加藤幹男
    • Organizer
      日本陸水学会第81回大会
    • Place of Presentation
      琉球大学(沖縄県・沖縄市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] 水生昆虫DNAによる種判別システムの構築2016

    • Author(s)
      稲井公二,渡辺幸三,加藤幹男
    • Organizer
      日本陸水学会第81回大会
    • Place of Presentation
      琉球大学(沖縄県・沖縄市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] 生息場モデルを用いた河川健全度予測手法の開発2016

    • Author(s)
      糠澤桂,風間聡,渡辺幸三
    • Organizer
      土木学会第71回年次学術講演会
    • Place of Presentation
      東北大学(宮城県・仙台市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] 水文・生息場モデルを用いた河川健全度評価手法の提案2016

    • Author(s)
      糠澤桂,風間聡,渡辺幸三
    • Organizer
      応用生態工学会第20回大会
    • Place of Presentation
      東京大学(東京都・文京区)
    • Related Report
      2016 Annual Research Report
  • [Presentation] 日本の気候勾配に沿ったオナシカワゲラ(Nemoura sp.)個体群の比較プロテオーム解析2016

    • Author(s)
      山野俊介,Maribet Gamboa,Maria Claret Lauan,岩田久人,渡辺幸三
    • Organizer
      応用生態工学会第20回大会
    • Place of Presentation
      東京大学(東京都・文京区)
    • Related Report
      2016 Annual Research Report
  • [Presentation] 河川水中に存在するDNAを活用した重信川の流域内水生昆虫種多様性解析2016

    • Author(s)
      八重樫咲子,渡辺幸三
    • Organizer
      応用生態工学会第20回大会
    • Place of Presentation
      東京大学(東京都・文京区)
    • Related Report
      2016 Annual Research Report
  • [Presentation] Multispecies assessments of effects of habitat fragmentations on population genetic structures of stream invertebrates using next-generation sequencing2016

    • Author(s)
      Sakiko YAEGASHI, Kozo WATANABE
    • Organizer
      20th Congress of the Asia Pacific Division of the International Association for Hydro Environment Engineering & Research
    • Place of Presentation
      Colombo, Sri Lanka
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Gene-environmental association of stoneflies across environmental gradients in Japan2016

    • Author(s)
      Maribet Gamboa, Kozo Watanabe
    • Organizer
      3rd International symposium of Benthological Society of Asia
    • Place of Presentation
      Vladivostok, Rusia
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Different ways of sperm transfer among the Capniidae (plecoptera), and its importance in the generic system of the family2016

    • Author(s)
      D. Muranyi, W.H. Li, M. Gamboa, K. Watanabe
    • Organizer
      3rd International symposium of Benthological Society of Asia
    • Place of Presentation
      Vladivostok, Rusia
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Predicting Biodiversity of Aquatic Insects Under Changing Climates in Japan, and a Vision for Habitat Modeling of Dengue Vectors2016

    • Author(s)
      Nukazawa, K., Kazama, S., Watanabe, K.
    • Organizer
      Dengue & Urban Climate Symposium
    • Place of Presentation
      Manila, Philippines
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 次世代シークエンシングを用いた河川昆虫カワゲラの日本列島の気候勾配に沿った発現変動遺伝子の探索2016

    • Author(s)
      後藤友亮,Maribet Gamboa,渡辺幸三
    • Organizer
      平成28年度四国支部技術研究発表会
    • Place of Presentation
      高知工科大学(高知県・香美市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] 日本の気候勾配に沿ったオナシカワゲラ(Nemoura.sp)のタンパク質発現パターンの多様性2016

    • Author(s)
      山野俊介,Maribet Gamboa,渡辺幸三
    • Organizer
      平成28年度四国支部技術研究発表会
    • Place of Presentation
      高知工科大学(高知県・香美市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] 水文モデルを用いた気候変動下の水生昆虫の適応的遺伝変動予測2015

    • Author(s)
      糠澤桂,風間聡,渡辺幸三
    • Organizer
      応用生態工学会第19回大会
    • Place of Presentation
      日本大学(郡山市・福島県)
    • Year and Date
      2015-09-11
    • Related Report
      2015 Research-status Report
  • [Presentation] プロテオーム解析による日本の気候勾配に沿ったカワゲラ個体群の環境適応の解明2015

    • Author(s)
      山野俊介,Maribet Gamboa,・Maria Claret Lauan,岩田久人,渡辺幸三
    • Organizer
      日本大学,郡山市
    • Place of Presentation
      日本大学(郡山市・福島県)
    • Year and Date
      2015-09-10
    • Related Report
      2015 Research-status Report
  • [Presentation] 水生昆虫カワゲラ群集のトランスクリプトーム解析に基づく日本の気候勾配に適応的な遺伝子の検索分析2015

    • Author(s)
      後藤友亮,Maribet Gamboa,渡辺幸三
    • Organizer
      応用生態工学会第19回大会
    • Place of Presentation
      日本大学(郡山市・福島県)
    • Year and Date
      2015-09-10
    • Related Report
      2015 Research-status Report
  • [Presentation] Projecting adaptive genetic variation and species distribution of stream insects under changing climates2015

    • Author(s)
      Kei Nukazawa, So Kazama, Kozo Watanabe
    • Organizer
      The 5th China-Japan-Korea Colloquium on Mathematical Biology
    • Place of Presentation
      Kyoto・Japan
    • Year and Date
      2015-08-27
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Gene-environmental wide association as a predictor of species distribution2015

    • Author(s)
      Maribet Gamboa, Kozo Watanabe
    • Organizer
      The 5th China-Japan-Korea Colloquium on Mathematical Biology
    • Place of Presentation
      Kyoto・Japan
    • Year and Date
      2015-08-27
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Species diversity of Trichoptera in a semi-natural Tagliament River (Italy) revealed by Poisson Tree Processes model2015

    • Author(s)
      Sakiko Yaegashi, Shunsuke Kondoh, Kozo Watanabe
    • Organizer
      The 5th China-Japan-Korea Colloquium on Mathematical Biology
    • Place of Presentation
      Kyoto・Japan
    • Year and Date
      2015-08-27
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Watanabe K, Nukazawa K, Aita S, Kazama S, Estimating periphyton dynamics in a temperate catchment using a hydrological simulation2015

    • Author(s)
      Watanabe K, Nukazawa K, Aita S, Kazama S
    • Organizer
      26th International Union of Geodesy and Geophysics (IUGG) general assembly
    • Place of Presentation
      Prague, Czech Republic
    • Year and Date
      2015-06-22 – 2015-07-02
    • Related Report
      2014 Research-status Report
  • [Presentation] Estimating periphyton dynamics in a temperate catchment using a hydrological simulation2015

    • Author(s)
      Watanabe Kozo, Nukazawa Kei, Aita S, Kazama So
    • Organizer
      26th International Union of Geodesy and Geophysics (IUGG) general assembly
    • Place of Presentation
      Prague・Czech Republic
    • Year and Date
      2015-06-22
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Gene expression changes governing thermal adaptation of stoneflies in Japan2015

    • Author(s)
      Maribet Gamboa, Yusuke Gotoh, and Kozo Watanabe
    • Organizer
      Meeting of the XIV International Conference on Ephemeroptera and XVIII International Symposia of Plecoptera
    • Place of Presentation
      Aberdeen・UK
    • Year and Date
      2015-05-31
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Gene expression changes governing thermal adaptation of stoneflies in Japan2015

    • Author(s)
      Maribet Gamboa, Yusuke Gotoh, and Kozo Watanabe
    • Organizer
      Meeting of the XIV International Conference on Ephemeroptera and XVIII International Symposia of Plecoptera
    • Place of Presentation
      Aberdeen, UK
    • Year and Date
      2015-05-31
    • Related Report
      2014 Research-status Report
  • [Presentation] 水生昆虫カワゲラ群集のゲノムワイド発現解析に基づく日本の気候勾配に適応的な遺伝子の検索2015

    • Author(s)
      後藤友亮,Maribet Gamboa,渡辺幸三
    • Organizer
      土木学会四国支部第21回技術研究発表会
    • Place of Presentation
      香川大学(高松市・香川県)
    • Year and Date
      2015-05-23
    • Related Report
      2015 Research-status Report
  • [Presentation] 水生昆虫カワゲラ群集のゲノムワイド発現解析に基づく日本の気候勾配に適応的な遺伝子の検索2015

    • Author(s)
      後藤友亮,Maribet Gamboa,渡辺幸三
    • Organizer
      土木学会四国支部第21回技術研究発表会
    • Place of Presentation
      香川大学(香川県・高松市)
    • Year and Date
      2015-05-23
    • Related Report
      2014 Research-status Report
  • [Presentation] New adaptive perspective in insects2015

    • Author(s)
      Maribet Gamboa, Kozo Watanabe
    • Organizer
      International symposium for frontier of Bioinformatics
    • Place of Presentation
      東京工業大学(東京都・目黒区)
    • Year and Date
      2015-04-16
    • Related Report
      2014 Research-status Report
  • [Presentation] 河川性昆虫カワゲラの気候勾配に沿った環境適応と遺伝子発現2015

    • Author(s)
      渡辺幸三,Maribet Gamboa
    • Organizer
      「流域生態系評価手法の最近の動向」ワークショップ
    • Place of Presentation
      東北大学(宮城県・仙台市)
    • Year and Date
      2015-03-27
    • Related Report
      2014 Research-status Report
  • [Presentation] Ecoresponce of stoneflies: functional genomics adaptation to changing environments2014

    • Author(s)
      Maribet Gamboa, Kozo Watanabe
    • Organizer
      International Workshop on River Ecology and Environment
    • Place of Presentation
      愛媛大学(愛媛県・松山市)
    • Year and Date
      2014-10-31
    • Related Report
      2014 Research-status Report
  • [Presentation] Thermal effects on benthic invertebrates within the headstreams2014

    • Author(s)
      Arai R, Nukazawa K, Kazama S, Takemon Y
    • Organizer
      19th Congress of the Asia and Pacific Division of the International Association for Hydro-Environment Engineering and Research (IAHR-APD)
    • Place of Presentation
      Hanoi, Vietnam
    • Year and Date
      2014-09-23
    • Related Report
      2014 Research-status Report
  • [Presentation] A hydrological approach to revealing relationship between physical habitat and genetic diversity of stream invertebrates2014

    • Author(s)
      Nukazawa K, Kazama S, Takase A., Watanabe K.
    • Organizer
      19th Congress of the Asia and Pacific Division of the International Association for Hydro-Environment Engineering and Research (IAHR-APD)
    • Place of Presentation
      Hanoi, Vietnam
    • Year and Date
      2014-09-23
    • Related Report
      2014 Research-status Report
  • [Presentation] 分布型流出・水温モデルを用いた水生昆虫の遺伝的多様性の推定2014

    • Author(s)
      糠澤桂,風間聡,渡辺幸三
    • Organizer
      応用生態工学会第18回大会
    • Place of Presentation
      首都大学東京(東京都・八王子市)
    • Year and Date
      2014-09-18
    • Related Report
      2014 Research-status Report
  • [Presentation] 複数の全球気候モデルを用いた源流域 における底生動物個体数密度の将来変化2014

    • Author(s)
      糠澤桂, 新井涼允, 風間聡, 竹門康弘
    • Organizer
      第22回地球環境シンポジウム
    • Place of Presentation
      中央大学(東京都・八王子市)
    • Year and Date
      2014-09-05
    • Related Report
      2014 Research-status Report
  • [Presentation] Applying self-organizing map in AFLP data analysis in aquatic insects2014

    • Author(s)
      Bin Li, Kozo Watanabe, Heui-Soo Kim, Tae-Soo Chon
    • Organizer
      The 2nd Symposium of Benthological Society of Asia
    • Place of Presentation
      Busan, South Korea
    • Year and Date
      2014-06-06
    • Related Report
      2014 Research-status Report
  • [Presentation] Estimating habitat suitability of stream insects based on hydrological simulation and its connection to genetic diversity2014

    • Author(s)
      Nukazawa Kei, Kazama So, Takase Akihiko, Watanabe Kozo
    • Organizer
      Joint Aquatic Sciences Meeting (JASM)
    • Place of Presentation
      Portland, USA
    • Year and Date
      2014-05-23
    • Related Report
      2014 Research-status Report
  • [Remarks] ゲノム・生態学・モデリングに関する合同セミナー

    • URL

      https://sites.google.com/a/kw-laboratory.com/main/blog/20170201

    • Related Report
      2016 Annual Research Report
  • [Funded Workshop] Joint seminar on Genetics, Ecology and Modelling in Freshwater Ecosystem2017

    • Place of Presentation
      愛媛大学
    • Related Report
      2016 Annual Research Report
  • [Funded Workshop] Seminar for Genetics-Ecology-Evolution-Modeling2016

    • Place of Presentation
      Pusan National University・Korea
    • Year and Date
      2016-03-18
    • Related Report
      2015 Research-status Report
  • [Funded Workshop] Special session "Ecological modeling: from genes to communities" in The 5th China-Japan-Korea Colloquium on Mathematical Biology2015

    • Place of Presentation
      Doushisya University・Japan
    • Year and Date
      2015-08-27
    • Related Report
      2015 Research-status Report

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Published: 2014-04-04   Modified: 2018-03-22  

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