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Nonlinear time series analysis opens up new horizons in the biodiversity mechanism study

Research Project

Project/Area Number 16K18625
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Ecology/Environment
Research InstitutionRyukoku University

Principal Investigator

Kawatsu Kazutaka  龍谷大学, 科学技術共同研究センター, 博士研究員 (20747547)

Project Period (FY) 2016-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2017: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2016: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords種間相互作用 / 非線形時系列解析 / 密度依存 / 複雑性-安定性関係 / マメゾウムシ競争実験 / アブラムシ-寄生蜂系 / 密度依存性 / スイッチング捕食 / マメゾウムシ / 群集生態学 / 長期時系列データ
Outline of Final Research Achievements

Theoretical and empirical studies have implied that density-dependence in interspecific interaction has an important role in the stability and structure of community dynamics. However, due to difficulty in quantifying density-dependence in real nature, the rigorous tests have lacked in the field study. In this study, I provided the new framework to study the density-dependence by focusing on the nonlinear time series analysis, EDM.
The achievements would be summarized in the two topics. First, in the theoretical studies (Kawatsu 2018, Kawatsu & Kondoh 2018), I demonstrated that the variation in density-dependence in interspecific interaction has make an important contribution to the stability of complex community. Second, I developed the new approach to infer density-dependence of interspecific interactions in the real ecological time series (Kawatsu & Kishi 2018; Kawatsu et al. in prep). These achievements will open up new horizons in the density-dependence study.

Report

(3 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • Research Products

    (16 results)

All 2018 2017 2016 Other

All Int'l Joint Research (1 results) Journal Article (2 results) (of which Peer Reviewed: 2 results,  Open Access: 2 results) Presentation (11 results) (of which Int'l Joint Research: 1 results,  Invited: 3 results) Remarks (2 results)

  • [Int'l Joint Research] University of Exeter(英国)

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Ecological effects of sex differ with trophic positions in a simple food web2017

    • Author(s)
      Kawatsu Kazutaka
    • Journal Title

      Ecology and Evolution

      Volume: 8 Issue: 2 Pages: 1239-1246

    • DOI

      10.1002/ece3.3740

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Identifying critical interactions in complex competition dynamics between bean beetles2017

    • Author(s)
      Kawatsu Kazutaka、Kishi Shigeki
    • Journal Title

      Oikos

      Volume: 127 Issue: 4 Pages: 553-560

    • DOI

      10.1111/oik.04103

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] 「行動」と「生態」をつなぐ:長期昆虫群集動態の時系列解析2018

    • Author(s)
      川津一隆・潮雅之・Van Veen Frank・近藤倫生
    • Organizer
      第65回日本生態学会札幌大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 動態の変化は「本当に」相互作用が原因か?:マメゾウムシ実験系の時系列解析2018

    • Author(s)
      川瀬貴礼・川津一隆・京極大助・長田穣・片山昇・近藤倫生
    • Organizer
      第65回日本生態学会札幌大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 行動の安定性は群集を安定化させる:密度依存と複雑性-安定性関係2017

    • Author(s)
      川津一隆
    • Organizer
      第61回日本応用動物昆虫学会大会
    • Place of Presentation
      東京農工大学小金井キャンパス
    • Year and Date
      2017-03-27
    • Related Report
      2016 Research-status Report
  • [Presentation] 生物の共存に果たす密度依存の重要性:非線形時系列解析を用いた動的群集での検証2017

    • Author(s)
      川津一隆
    • Organizer
      第64回日本生態学会大会
    • Place of Presentation
      早稲田大学早稲田キャンパス
    • Year and Date
      2017-03-14
    • Related Report
      2016 Research-status Report
  • [Presentation] 生物の存続可能性を動態から評価する:非線形時系列解析の新たな展開2017

    • Author(s)
      川津一隆
    • Organizer
      京都大学生態学研究センター公募研究集会「生態学のリストラ」
    • Place of Presentation
      龍谷大学瀬田キャンパス
    • Year and Date
      2017-03-11
    • Related Report
      2016 Research-status Report
    • Invited
  • [Presentation] 非線形時系列解析による宍道湖における塩分変動要因の解明2017

    • Author(s)
      塚川絢斗・川津一隆・勢村均・笠井亮秀
    • Organizer
      水産海洋学会研究発表大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Empirical dynamic modelling revealed the area-wide herbivore-induced interaction between the two rice planthoppers2017

    • Author(s)
      Kazutaka Kawatsu, Takehiko Yamanaka, Masaya Matsumura
    • Organizer
      第33回個体群生態学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 動態を駆動する”行動”を推理する:マメゾウムシ実験系の非線形時系列解析2016

    • Author(s)
      川津一隆
    • Organizer
      日本動物行動学会第35回大会
    • Place of Presentation
      新潟大学五十嵐キャンパス
    • Year and Date
      2016-11-11
    • Related Report
      2016 Research-status Report
  • [Presentation] Identifying critical interactions in complex competition dynamics between bean beetles2016

    • Author(s)
      Kazutaka KAWATSU
    • Organizer
      32nd Annual Meeting of the Society of Population Ecology
    • Place of Presentation
      定山渓温泉
    • Year and Date
      2016-11-03
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 複雑な動態から重要な相互作用を推理する:非線形時系列解析による新たな試み2016

    • Author(s)
      川津一隆
    • Organizer
      Qecoセミナー
    • Place of Presentation
      九州大学伊都キャンパス
    • Year and Date
      2016-09-21
    • Related Report
      2016 Research-status Report
    • Invited
  • [Presentation] 群集動態における種間相互作用の重要性を明らかにする2016

    • Author(s)
      川津一隆
    • Organizer
      龍谷エコロジーセミナー
    • Place of Presentation
      龍谷大学瀬田キャンパス
    • Year and Date
      2016-04-27
    • Related Report
      2016 Research-status Report
    • Invited
  • [Remarks] Kazutaka KAWATSU Web Page

    • URL

      https://www.somany-frogs.com

    • Related Report
      2017 Annual Research Report
  • [Remarks] Kazutaka KAWATSU Web Page

    • Related Report
      2016 Research-status Report

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Published: 2016-04-21   Modified: 2022-06-16  

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