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Interaction and synchrony of population dynacmis determine the parameters of Taylor's laws

Research Project

Project/Area Number 17K07552
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Ecology/Environment
Research InstitutionHokkaido University

Principal Investigator

TAKASHI Saitoh  北海道大学, 北方生物圏フィールド科学センター, 教授 (00183814)

Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2019: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2018: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2017: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywordsテイラー則 / 個体群 / 個体群動態 / 自己回帰モデル / エゾヤチネズミ / 自己相関モデル / 生態学 / 生物圏現象
Outline of Final Research Achievements

Taylor's law (TL) is an empirical rule in ecology for variance and mean of population density: log10(variance) ~ log10(a) + b × log10(mean). Population synchrony is another common feature. This study investigated the effects of environmental synchrony and density-dependent dispersal on the temporal (bT) and spatial (bS) slopes of TL, using an empirical dataset of 85 vole populations and simulated time-series. The empirical populations satisfied the temporal and spatial TLs with bT = 1.943 and bS = 1.579. The mean pairwise synchrony was 0.377. Most simulated populations satisfied the form of the TLs without the environmental synchrony and density-dependent dispersal, but those slopes were too steep. When including both effects, 92.7% of the simulated datasets provided realistic bT, bS, and population synchrony. Because the two slopes were more sensitive to density-dependent dispersal than environmental synchrony, density-dependent dispersal may be the key to understand bT and bS.

Academic Significance and Societal Importance of the Research Achievements

テイラー則は生態学において提起された密度の分散と平均に関する経験則で,数百に及ぶ動植物種で観察されてきた.密度は生物ばかりでなく,物質一般に観察されることから,工学,疫学,分子生物学においても適用されている.また,このように幅広い対象でテイラー則が成立することから分散と平均には未知の数学的な関係があるのではないか,と考える数学者もいる.しかし,その形成メカニズムは不明で,それぞれの分野で研究が進められている.本研究は,時間遅れのない個体の再配置の重要性を明らかにしており,その成果は,ばらつき(分散)を抑える必要があるさまざまなシステムの制御にも応用できる.

Report

(4 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Research-status Report
  • 2017 Research-status Report
  • Research Products

    (13 results)

All 2020 2019 2018 2017 Other

All Int'l Joint Research (2 results) Journal Article (3 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 3 results) Presentation (8 results) (of which Int'l Joint Research: 1 results,  Invited: 1 results)

  • [Int'l Joint Research] Rockefeller University(米国)

    • Related Report
      2018 Research-status Report
  • [Int'l Joint Research] ロックフェラー大学(米国)

    • Related Report
      2017 Research-status Report
  • [Journal Article] Effects of environmental synchrony and density-dependent dispersal on temporal and spatial slopes of Taylor's law2020

    • Author(s)
      Takashi Saitoh
    • Journal Title

      Population Ecology (in press)

      Volume: 35 Issue: 3 Pages: 300-316

    • DOI

      10.1002/1438-390x.12051

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Environmental variability and density dependence in the temporal Taylor’s law2018

    • Author(s)
      Saitoh Takashi、Cohen Joel E.
    • Journal Title

      Ecological Modelling

      Volume: 387 Pages: 134-143

    • DOI

      10.1016/j.ecolmodel.2018.07.017

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Serial sampling bridges a gap between ecological and genetical definitions of immigrant: an empirical test in a grey-sided vole population2018

    • Author(s)
      Yamada Toshiya、Saitoh Takashi
    • Journal Title

      Mammal Research

      Volume: 63 Issue: 2 Pages: 141-150

    • DOI

      10.1007/s13364-018-0351-7

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Presentation] The herbivore carnivore interaction determines the exponents of home range-body size scaling in mammals2020

    • Author(s)
      Saitoh, Takashi
    • Organizer
      第67回日本生態学会大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Differences in home rage allometry between herbivores and carnivores2019

    • Author(s)
      Saitoh, Takashi
    • Organizer
      第35回個体群生態学会大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Can genetic distances explain population synchrony?2019

    • Author(s)
      Takashi Saitoh
    • Organizer
      第66回日本生態学会大会
    • Related Report
      2018 Research-status Report
  • [Presentation] Effects of environmental synchrony and density dependent dispersal on the temporal and the spatial slope of Taylor's law2018

    • Author(s)
      Takashi Saitoh
    • Organizer
      第34回個体群生態学会大会
    • Related Report
      2018 Research-status Report
  • [Presentation] 哺乳類個体群の時間的,空間的変異の統合的な理解に向かって2018

    • Author(s)
      齊藤 隆
    • Organizer
      日本哺乳類学会2018年度大会
    • Related Report
      2018 Research-status Report
    • Invited
  • [Presentation] Dispersal and synchrony determine the slope of Taylor's law: Gompertz model analyses of Hokkaido vole populations2017

    • Author(s)
      Saitoh, Takashi
    • Organizer
      第12回国際哺乳類学会議 Perth, Australia
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] テイラーの法則の動因とパラメターの決定要因:エゾヤチネズミの個体群の分析から2017

    • Author(s)
      齊藤 隆
    • Organizer
      日本哺乳類学会2017年度大会
    • Related Report
      2017 Research-status Report
  • [Presentation] Conditions of the prevailing slope (1 < b < 2) in the temporal Taylor's law2017

    • Author(s)
      Saitoh, Takashi
    • Organizer
      第33回個体群生態学会大会
    • Related Report
      2017 Research-status Report

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Published: 2017-04-28   Modified: 2022-02-21  

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