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Monitoring of urban structure on the basis of high granularity data set

Research Project

Project/Area Number 16K14324
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Civil engineering project/Traffic engineering
Research InstitutionSetsunan University

Principal Investigator

Kumagai Kiichiro  摂南大学, 理工学部, 教授 (00319790)

Research Collaborator UEMATSU Hitoshi  
MATSUDA Yuka  
ONO Yuki  
Project Period (FY) 2016-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2017: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2016: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Keywords都市構造 / 階層ベイズモデル / 順序ロジットモデル / 水道栓情報 / 築年数 / 水道栓 / 階層型ロジットモデル / 空き家率 / 現地調査手順 / 階層ベイズ / 都市整備 / 地理情報システム(GIS) / モニタリング
Outline of Final Research Achievements

Monitoring of urban structure is required against the declining birth rate and population aging. The distributions of housing vacancy are expected to be one of the indicators of monitoring urban structure. However, there are many discussions on the time and labor problems in the field survey and the method of identifying vacant houses. In this study, the field survey of vacant houses was conducted. We also applied to the hierarchical Bayesian ordered logit model by using the field survey results, the water hydrant data, the fixed assets data and the building data. The accuracy of the detection of vacant houses was discussed.

Report

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

    (4 results)

All 2018 2017 2016

All Journal Article (3 results) Presentation (1 results)

  • [Journal Article] 都市構造のモニタリングを目的とした空き家推定モデル構築の試み2018

    • Author(s)
      小野裕基・熊谷樹一郎・植松恒・山本純平
    • Journal Title

      日本写真測量学会平成30年度年次学術講演会発表論文集

      Volume: 印刷中

    • Related Report
      2017 Annual Research Report
  • [Journal Article] 都市構造のモニタリングを目的とした空き家分布の広域推定モデルについて2017

    • Author(s)
      小野裕基,植松恒,熊谷樹一郎
    • Journal Title

      地理情報システム学会講演論文集

      Volume: 26

    • Related Report
      2017 Annual Research Report
  • [Journal Article] 現地調査情報の分析を通じた空き家分布の広域推定方法の検討2016

    • Author(s)
      小野 裕基, 熊谷 樹一郎, 植松 恒, 松田 優花
    • Journal Title

      地理情報システム学会講演論文集

      Volume: 25

    • Related Report
      2016 Research-status Report
  • [Presentation] 統計モデリングを応用した空き家分布の広域推定の試み2017

    • Author(s)
      熊谷樹一郎,植松恒,小野裕基
    • Organizer
      平成29年度土木学会全国大会第72回年次学術講演会
    • Related Report
      2017 Annual Research Report

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Published: 2016-04-21   Modified: 2019-03-29  

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