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Development of methods for detecting agglomerated area from spatial high resolution data with applications to urban and transportation fields

Research Project

Project/Area Number 26289169
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Civil engineering project/Traffic engineering
Research InstitutionTohoku University

Principal Investigator

FUKUMOTO JUNYA  東北大学, 情報科学研究科, 准教授 (30323447)

Co-Investigator(Kenkyū-buntansha) 井上 亮  東北大学, 工学(系)研究科(研究院), 准教授 (60401303)
Research Collaborator UJIIE AKIHITO  
Project Period (FY) 2014-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2016: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2015: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords集積領域検出 / 空間データ / モデルベースクラスタリング / 空間スキャン統計 / コミュニティ抽出法 / ランクサイズルール / 集積事象 / 産業集積 / コミュニティ抽出 / フローグラフ
Outline of Final Research Achievements

The objective of this research project is to develop various methods for detecting agglomerated area from spatial high resolution data, and to find spatial characteristics of spatial phenomenon by applying proposed methods to real urban and transportation data. First, we developed a method that can overcome the limitations of existing methods and detect flexible-shaped agglomerated area. Second, we developed a method that can find agglomerated area from time-space data. Third, we investigated the existence of rank-size rule in the spatial industrial agglomeration pattern, and investigated the spatial hierarchical pattern in the multiscale functional regions structures.

Report

(5 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (24 results)

All 2017 2016 2015 2014

All Journal Article (9 results) (of which Peer Reviewed: 5 results,  Acknowledgement Compliant: 2 results) Presentation (15 results) (of which Int'l Joint Research: 3 results)

  • [Journal Article] DETECTION OF INDUSTRIAL AGGLOMERATIONS THROUGH A PROBABILISTIC MODEL RELAXING CONSTRAINTS ON ADJACENCY2016

    • Author(s)
      氏家晃仁,福本潤也
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)

      Volume: 72 Issue: 5 Pages: I_317-I_329

    • DOI

      10.2208/jscejipm.72.I_317

    • NAID

      130005435662

    • ISSN
      2185-6540
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 形状複雑度を制御可能なネットワーク上の点事象集積領域検出法の提案2016

    • Author(s)
      井上亮,塚原元英
    • Journal Title

      GIS-理論と応用

      Volume: 24 Pages: 39-48

    • NAID

      130007605699

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] DETECTION OF CLUSTERS THROUGH A PROBABILISTIC MODEL RELAXING CONSTRAINTS ON SHAPE AND ADJACENCY2015

    • Author(s)
      氏家晃仁,福本潤也
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)

      Volume: 71 Issue: 5 Pages: I_397-I_406

    • DOI

      10.2208/jscejipm.71.I_397

    • NAID

      130005114702

    • ISSN
      2185-6540
    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] Spatial cluster detection on detailed data without constraint of continuousness2015

    • Author(s)
      Akihito Ujiie, Junya Fukumoto
    • Journal Title

      Proceedings CUPUM 2015

      Volume: USB-Memory

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] Extraction of industry coagglomeration patterns from small area statistics: An approach by the FDR-based cluster detection and the frequent pattern mining of industry clusters2015

    • Author(s)
      Ryo Inoue
    • Journal Title

      Proceedings CUPUM 2015

      Volume: USB-Memory

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] 明示的な形状制約を必要としない空間的クラスタリング手法の開発2015

    • Author(s)
      氏家晃仁,福本潤也
    • Journal Title

      平成26年度土木学会東北支部技術研究発表会講演概要集

      Volume: 51

    • Related Report
      2014 Research-status Report
  • [Journal Article] Q状態ポッツモデルを用いた産業集積の検出2014

    • Author(s)
      氏家晃仁,福本潤也
    • Journal Title

      土木計画学研究・講演集

      Volume: 49

    • Related Report
      2014 Research-status Report
  • [Journal Article] Q状態ポッツモデルを用いた産業集積の検出2014

    • Author(s)
      氏家晃仁,福本潤也
    • Journal Title

      地理情報システム学会講演論文集

      Volume: 23

    • Related Report
      2014 Research-status Report
  • [Journal Article] 産業の共集積形態分析の試行2014

    • Author(s)
      井上亮,志賀康平
    • Journal Title

      地理情報システム学会講演論文集

      Volume: 23

    • Related Report
      2014 Research-status Report
  • [Presentation] Recognize urban spatial hierarchical structure based on overlapping functional region structures2017

    • Author(s)
      李想,福本潤也
    • Organizer
      土木学会東北支部技術研究発表会
    • Place of Presentation
      東北工業大学(仙台)
    • Related Report
      2016 Research-status Report
  • [Presentation] 厳格な連結性を仮定しない産業集積検出手法の開発2017

    • Author(s)
      氏家晃仁,福本潤也,具冶由将
    • Organizer
      土木学会東北支部技術研究発表会
    • Place of Presentation
      東北工業大学(仙台)
    • Related Report
      2016 Research-status Report
  • [Presentation] コミュニティ抽出法を用いた機能地域検出手法の拡張2016

    • Author(s)
      福本潤也,氏家晃仁
    • Organizer
      地理情報システム学会年次講演会
    • Place of Presentation
      立正大学(東京)
    • Year and Date
      2016-10-15
    • Related Report
      2016 Research-status Report
  • [Presentation] Travel pattern analysis from trajectories based on hierarchical classification of stays2016

    • Author(s)
      Inoue, R. and Tsukahara, M.
    • Organizer
      Ninth International Conference on Geographic Information Science
    • Place of Presentation
      モントリオール,カナダ
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] フローグラフ・アプローチに基づく産業集積検出手法の開発2016

    • Author(s)
      福本潤也,秋山智信,氏家晃仁
    • Organizer
      地理情報システム学会年次講演会
    • Place of Presentation
      立正大学(東京)
    • Related Report
      2016 Research-status Report
  • [Presentation] 時空間上の近傍関係に基づく滞在符号化を利用した移動履歴分類提案2016

    • Author(s)
      井上亮,塚原 元英
    • Organizer
      地理情報システム学会年次講演会
    • Place of Presentation
      立正大学(東京)
    • Related Report
      2016 Research-status Report
  • [Presentation] 集積領域検出手法を用いた産業集積現象の分析2015

    • Author(s)
      氏家晃仁,福本潤也
    • Organizer
      第24回地理情報システム学会研究発表大会
    • Place of Presentation
      東京
    • Year and Date
      2015-10-10
    • Related Report
      2015 Research-status Report
  • [Presentation] Extraction of industry coagglomeration patterns from small area statistics: An approach by the FDR-based cluster detection and the frequent pattern mining of industry clusters2015

    • Author(s)
      Ryo Inoue
    • Organizer
      14th International Conference on Computers in Urban Planning and Urban Management
    • Place of Presentation
      ボストン(米国)
    • Year and Date
      2015-07-08
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Spatial cluster detection on detailed data without constraint of continuousness2015

    • Author(s)
      Akihito Ujiie, Junya Fukumoto
    • Organizer
      14th International Conference on Computers in Urban Planning and Urban Management
    • Place of Presentation
      ボストン(米国)
    • Year and Date
      2015-07-08
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 点事象集積検出を応用した産業共集積形態分析の提案2015

    • Author(s)
      志賀康平,井上亮
    • Organizer
      第51回土木計画学研究発表会
    • Place of Presentation
      福岡
    • Year and Date
      2015-06-08
    • Related Report
      2015 Research-status Report
  • [Presentation] 厳格な幾何形状の制約を置かない産業集積の検出2015

    • Author(s)
      氏家晃仁,福本潤也
    • Organizer
      第51回土木計画学研究発表会
    • Place of Presentation
      福岡
    • Year and Date
      2015-06-07
    • Related Report
      2015 Research-status Report
  • [Presentation] 明示的な形状制約を必要としない空間的クラスタリング手法の開発2015

    • Author(s)
      氏家晃仁
    • Organizer
      平成26年度土木学会東北支部技術研究発表会
    • Place of Presentation
      多賀城
    • Year and Date
      2015-03-07
    • Related Report
      2014 Research-status Report
  • [Presentation] Q状態ポッツモデルを用いた産業集積の検出2014

    • Author(s)
      氏家晃仁
    • Organizer
      第23回 地理情報システム学会 学術研究発表大会
    • Place of Presentation
      春日井
    • Year and Date
      2014-11-07
    • Related Report
      2014 Research-status Report
  • [Presentation] 産業の共集積形態分析の試行2014

    • Author(s)
      志賀康平
    • Organizer
      第23回 地理情報システム学会 学術研究発表大会
    • Place of Presentation
      春日井
    • Year and Date
      2014-11-07
    • Related Report
      2014 Research-status Report
  • [Presentation] Q状態ポッツモデルを用いた産業集積の検出2014

    • Author(s)
      氏家晃仁
    • Organizer
      第49回土木計画学研究発表会
    • Place of Presentation
      仙台
    • Year and Date
      2014-06-07
    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2019-03-29  

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