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Development of a Statistics-based Spatio-temporal Population Distribution Model and its Application to the Risk Assessment of Natural Disasters

Research Project

Project/Area Number 25560180
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Natural disaster / Disaster prevention science
Research InstitutionBuilding Research Institute (2014-2015)
Kyoto University (2013)

Principal Investigator

Himoto Keisuke  国立研究開発法人建築研究所, その他部局等, その他 (90436527)

Co-Investigator(Kenkyū-buntansha) TAKARA Kaoru  京都大学, 防災研究所, 教授 (80144327)
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2014: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2013: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Keywords流動人口 / 暴露人口 / 統計情報 / 自然災害リスク / 都市計画・建築計画 / 防災 / 減災
Outline of Final Research Achievements

Extent of fatality due to natural disaster depends largely on spatial distribution of population at the moment disaster occurs. In this study, a computational model for estimating day-long spatio-temporal distribution of population is developed using a number of country-wide statistical data. The model estimates behavior of individuals by considering their attributes including age, gender, occupation, place of work, and place of residence. As a case study, the model is applied to the Keihanshin metropolitan area. Estimated maximum number of commuters unable to return home in an expecting earthquake scenario was between 1.1 and 1.9 million depending on the assumptions on traffic disruption following disaster. The model is also applied to the Kesennuma city which is struck by the huge tsunami at the occasion of the 2011 Tohoku earthquake. The result showed that the number of people in the tsunami inundated area ranges between 23,500 and 26,000 depending on the time of its occurrence.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (7 results)

All 2015 2014 2013

All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (6 results) (of which Int'l Joint Research: 1 results)

  • [Journal Article] 全国的に整備される統計資料を利用した都市圏内就業者の時刻別空間分布の推定 -平日の京阪神大都市圏を対象としたケーススタディ-2013

    • Author(s)
      木全淳平・樋本圭佑・西野智研・田中哮義
    • Journal Title

      日本建築学会計画系論文集

      Volume: Vol.78,No.686 Pages: 891-898

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] A statistics-based trip model of non-workers for the estimation of region-wide human exposure to natural hazards2015

    • Author(s)
      Kimata J. and Himoto K.
    • Organizer
      14th International Conference on Computers in Urban Planning and Urban Management
    • Place of Presentation
      Massachusetts Institute of Technology
    • Year and Date
      2015-07-07
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 社会生活基本調査に基づく非就業者・非学生の外出行動の分析2014

    • Author(s)
      木全淳平・樋本圭佑
    • Organizer
      日本建築学会大会
    • Place of Presentation
      神戸大学
    • Year and Date
      2014-09-12 – 2014-09-14
    • Related Report
      2014 Research-status Report
  • [Presentation] Estimation of Day-long Population Dynamics of Workers by Using Nation-wide Statistical Data and its Application to Keihanshin Metropolitan Area, Japan2013

    • Author(s)
      Himoto K, Kimata J, Nishino T, Tanaka T
    • Organizer
      13th International Conference on Computers in Urban Planning and Urban Management
    • Place of Presentation
      Utrecht University (Netherlands)
    • Related Report
      2013 Research-status Report
  • [Presentation] A Model for Spatio-temporal Distribution of Population Using Country-wide Statistical Data and its Application to the Estimation of Human Exposure to Disasters2013

    • Author(s)
      Himoto K, Kimata J.
    • Organizer
      Improving Disaster Resilience and Mitigation - New Means and Tools, Trends
    • Place of Presentation
      Romanian Academy (Romania)
    • Related Report
      2013 Research-status Report
  • [Presentation] 統計情報を用いた広域都市圏内の流動人口分布推定に関する研究 - その1 推定モデルの概要2013

    • Author(s)
      木全淳平・樋本圭佑
    • Organizer
      日本建築学会大会
    • Place of Presentation
      北海道大学(北海道)
    • Related Report
      2013 Research-status Report
  • [Presentation] 統計情報を用いた広域都市圏内の流動人口分布推定に関する研究 - その2 平日の京阪神都市圏における帰宅困難者分布の推定2013

    • Author(s)
      樋本圭佑・木全淳平
    • Organizer
      日本建築学会大会
    • Place of Presentation
      北海道大学(北海道)
    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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