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Impacts of individual history on population dynamics

Research Project

Project/Area Number 19H03298
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 45040:Ecology and environment-related
Research InstitutionThe University of Tokyo

Principal Investigator

Shefferson Richard  東京大学, 大学院総合文化研究科, 准教授 (10747108)

Project Period (FY) 2019-04-01 – 2022-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥17,420,000 (Direct Cost: ¥13,400,000、Indirect Cost: ¥4,020,000)
Fiscal Year 2021: ¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2020: ¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2019: ¥7,670,000 (Direct Cost: ¥5,900,000、Indirect Cost: ¥1,770,000)
Keywords個体群動態 / 生態学 / 個体群 / 進化学 / 進化 / 生態生物学 / デモグラフィー / 個体群生態学
Outline of Research at the Start

Population ecologists analyze the dynamics of biological populations assuming that the condition of an individual in some year is affected only by its condition in the previous year. However, we now know that this assumption leads to incorrect conclusions about population dynamics. This project will answer the question: Does individual history matter to population dynamics? It will do so through empirical analysis of case studies, meta-analysis, and a theoretical framework for analysis.

Outline of Final Research Achievements

We hypothesized that the histories of individuals would influence population dynamics strongly, and that this influence is lost in currently used models. We found that individual history does, indeed, have such strong influences, and our results cast doubt on the utility of currently used methods to project population dynamics and predict population size. We developed a software package that allows researchers to project populations forward in time with or without individual history incorporated, and have also developed a large amount of technical material allowing researchers and students to learn these methods for their own research. We have also run workshops on these methods.

Academic Significance and Societal Importance of the Research Achievements

今回の研究は、現在利用されている個体群予測のモデルや手法が、個体履歴の影響を正確に考慮していないことを明確に示している。この結果は、個体群生態学者に、標準的なマトリックスモデル手法から、個体履歴を考慮することで生じる長期的なトレードオフや関連現象を組み込んだ大規模マトリックス手法への移行を促すものである。このことがもたらす潜在的な影響の1つは、人間の人口規模を予測するために用いられる手法の見直しである。現在の人口予測はばらつきが大きすぎて使い物にならないが、我々のアプローチは、予測を意味のあるものに絞り込むのに役立つかもしれない。

Report

(4 results)
  • 2021 Annual Research Report   Final Research Report ( PDF )
  • 2020 Annual Research Report
  • 2019 Annual Research Report
  • Research Products

    (10 results)

All 2022 2021 2020

All Journal Article (3 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 3 results,  Open Access: 2 results) Presentation (6 results) (of which Int'l Joint Research: 4 results,  Invited: 2 results) Book (1 results)

  • [Journal Article] Plant-plant interactions determine natural restoration of plant biodiversity over time, in a degraded mined land2022

    • Author(s)
      Maral Bashirzadeh, Richard P. Shefferson, Mohammad Farzam
    • Journal Title

      Ecology and Evolution

      Volume: In press

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Plant?soil feedbacks and the introduction of Castanea (chestnut) hybrids to eastern North American forests2021

    • Author(s)
      Coughlin Erin M.、Shefferson Richard P.、Clark Stacy L.、Wurzburger Nina
    • Journal Title

      Restoration Ecology

      Volume: 29 Issue: 3

    • DOI

      10.1111/rec.13326

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] lefko3 : Analysing individual history through size‐classified matrix population models2020

    • Author(s)
      Shefferson Richard P.、Kurokawa Shun、Ehrl?n Johan
    • Journal Title

      Methods in Ecology and Evolution

      Volume: 12 Issue: 2 Pages: 378-382

    • DOI

      10.1111/2041-210x.13526

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] Investigating plant life histories and demography using matrix projection models in lefko3.2021

    • Author(s)
      Richard P. Shefferson
    • Organizer
      International Symposium on the Advances of Ecology
    • Related Report
      2021 Annual Research Report
    • Invited
  • [Presentation] Addressing the importance of individual history on population dynamics with R package lefko32020

    • Author(s)
      Richard P. Shefferson
    • Organizer
      3rd Annual Power Demography Meeting
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Analyzing the influence of individual history on population dynamics and life history with R package lefko32020

    • Author(s)
      Richard P. Shefferson
    • Organizer
      Annual Meeting of the Australasian Evolution Society
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Addressing the importance of individual history on popula- tion dynamics with R package lefko32020

    • Author(s)
      Richard P. Shefferson
    • Organizer
      Annual Meeting of the British Ecological Society
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Individual history in population matrix projection models: a general framework for analysis2020

    • Author(s)
      Richard P. Shefferson
    • Organizer
      Annual Meeting of the Evolutionary Demography Society
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Individual history in population models: a general approach in R.2020

    • Author(s)
      Richard P. Shefferson
    • Organizer
      Annual Meeting of the Ecological Society of America
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Book] lefko3: a gentle introduction2022

    • Author(s)
      Richard P. Shefferson
    • Total Pages
      484
    • Publisher
      Bookdown.org
    • Related Report
      2021 Annual Research Report

URL: 

Published: 2019-04-18   Modified: 2023-01-30  

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