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Statistical modeling to analyze the process of tree growth and mortality due to resource competition

Research Project

Project/Area Number 26540009
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Statistical science
Research InstitutionHokkaido University

Principal Investigator

Kubo Takuya  北海道大学, 地球環境科学研究科(研究院), 助教 (80344498)

Project Period (FY) 2014-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2015: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2014: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Keywords森林動態 / 樹木の成長 / 樹木の死亡 / 開空度 / 森林生態系 / 樹木の直径成長 / 植物個体内の資源分配
Outline of Final Research Achievements

We developed statistical models to estimate mortalities of tree branches, growth rates of trunk and foliage depending of three dimensional light distribution in forest. The light distribution was reconstructed based on an open data, Inabu experimental forest of Nagoya University. Reconstructed forest using OpenGL library allowed us to know the relationship between forest structure and light resource distribution. We also developed a time-series data of tree ring to know the relationship between the external environment and the radial growth of trees.

Report

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

    (6 results)

All 2016 2015

All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (4 results) (of which Invited: 2 results) Book (1 results)

  • [Journal Article] Long-term changes in earlywood width and radial growth of Quercus crispula under climate change2015

    • Author(s)
      Eri Nabeshima, Takuya Kubo, Koh Yasue, Tsutom Hiura, Ryo Funada
    • Journal Title

      Trees

      Volume: 29 Issue: 4 Pages: 1273-1281

    • DOI

      10.1007/s00468-015-1206-3

    • Related Report
      2015 Annual Research Report 2014 Research-status Report
    • Peer Reviewed
  • [Presentation] 時系列データの統計モデリング入門 (続)2016

    • Author(s)
      久保拓弥
    • Organizer
      日本生態学会第63回大会
    • Place of Presentation
      仙台国際ホール
    • Year and Date
      2016-03-23
    • Related Report
      2015 Annual Research Report
  • [Presentation] GLMMの紹介2015

    • Author(s)
      久保拓弥
    • Organizer
      第 2 回日本社会心理学会春の方法論セミナー
    • Place of Presentation
      上智大学
    • Year and Date
      2015-03-25
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] 時系列データの統計モデリング入門2015

    • Author(s)
      久保拓弥
    • Organizer
      日本生態学会第63会大会
    • Place of Presentation
      鹿児島大学
    • Year and Date
      2015-03-19
    • Related Report
      2014 Research-status Report
  • [Presentation] データ解析のための統計モデリング入門2015

    • Author(s)
      久保拓弥
    • Organizer
      日本行動計量学会 春の合宿セミナー2015
    • Place of Presentation
      東京大学
    • Year and Date
      2015-03-07
    • Related Report
      2014 Research-status Report
    • Invited
  • [Book] 岩波データサイエンス Vol.12015

    • Author(s)
      伊庭幸人,久保拓弥,伊藤宏樹,松浦健太郎,高柳慎一,林隆介,麻生英樹,とん,円城塔
    • Total Pages
      144
    • Publisher
      岩波書店
    • Related Report
      2015 Annual Research Report

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Published: 2014-04-04   Modified: 2017-05-10  

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