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The Integrated Application of GIS and Satellite Sensed'Thermal Images for the Assessment of Local Thermal Environment and the Countermeasures of Urban Heat Islands

Research Project

Project/Area Number 17500704
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Geography
Research InstitutionKeio University

Principal Investigator

YAN Wangling  Keio University, Faculty of Environment and Information studies, Professor (10255573)

Project Period (FY) 2005 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥3,610,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥210,000)
Fiscal Year 2007: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2006: ¥700,000 (Direct Cost: ¥700,000)
Fiscal Year 2005: ¥2,000,000 (Direct Cost: ¥2,000,000)
Keywordsurban heat island / GIS / satellite thermal image / landscape ecology / urban canopy layer / DSM / cooling potential index / green space / ヒートアイランド / 都市構造 / キャノピーフィーチャー / ASTER / TIR / 景観生態指標 / 温度特性 / サーモフィーチャー / パッチ / クラスター
Research Abstract

This study estimates the heat capacity of ecological topes with urban geometric data in GIS and assesses the regional heat balances with satellite sensed thermal images for urban heat island mitigation. For these purposes, we have developed a method called raster, patch and cluster scheme (RPCS) for extracting the spatial structure of urban canopy layers and thermal images respectively. With RPCS, the textures in thermal images were extracted as urban thermal features (UTF) and the textures of canopy layers in geometric data as urban canopy features (UCF). As the results, strong arithmetic correlation were confirmed between the magnitude of UTF and the local intensity of heat islands by brightness temperatures, between the magnitude of UCF and the local intensity of heat islands respectively. This means that the urban agglomeration will bring about strong heat island effect at local scale. The fields with lower brightness temperature from RPCS express that the cool islands in hilly cit … More ies like Yokohama were mainly generated by bare land, farmland and forests but the advection of cool air flowing down slopes could be an important factor, too. Furthermore, we have observed the air temperate during summer of 2006 at 13 green spaces or parks for measuring the cooling effect quantitatively. The differences of air temperatures in-and-out of the green spaces were calculated and regressed with the 3D geometric data of canopy layers of those sites. It turns out that at shiny days, the cooling effects of green spaces are correlated with the indicators of area, land cover composition and density of tree crowns at a significant level 0.05 and coefficient 0.922. It illustrates that the cooling potential is not only affected by the size of green spaces but their qualities including land cover composition and canopy density. The above conclusions help us understanding the mechanism about the formation of urban thermal environment and suggest us considering the local climatic conditions effectively in design, planning and policy making for urban heat island mitigation. Less

Report

(4 results)
  • 2007 Annual Research Report   Final Research Report Summary
  • 2006 Annual Research Report
  • 2005 Annual Research Report
  • Research Products

    (15 results)

All 2007 2006 2005 Other

All Journal Article (9 results) (of which Peer Reviewed: 3 results) Presentation (5 results) Remarks (1 results)

  • [Journal Article] Mapping the structure of Urban Canopy Layers with GIS and Remotely Sensed TIR Images2007

    • Author(s)
      Wanglin YAN
    • Journal Title

      Proceedings of 10th International Conference on Computers in Urban Planning and Urban Management (CD-ROM) NO.80

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Mapping the structure of urban canopy layers with GIS and remotely sensed TIR images2007

    • Author(s)
      Wanglin, YAN
    • Journal Title

      Proceedings of 10th international conference on computer in urban planning and urban management No. 80

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Mapping the Structure of Urban Canopy Layers with GIS and Remotely Sensed TIR Images2007

    • Author(s)
      Wanglin YAN
    • Journal Title

      Proceedings of 10th International Conference on Computers in Urban Planning and Urban Management (CD-ROM)

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 衛星熱画像による都市サーモフィーチャーの抽出とその温度特性の考察2006

    • Author(s)
      厳 網林
    • Journal Title

      地学雑誌 115・4

      Pages: 448-465

    • NAID

      10020538697

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Extraction of thermal features using satellite sensed images and discussion of brightness temperature characteristics2006

    • Author(s)
      Wanglin, YAN
    • Journal Title

      Journal of Geography 115 No. 4

      Pages: 448-465

    • NAID

      10020538697

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] 衛星熱画像による都市サーモフィーチャーの抽出とその温度特性の考察2006

    • Author(s)
      厳網林
    • Journal Title

      地学雑誌 115・4

      Pages: 448-465

    • NAID

      10020538697

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 衛星熱画像とgisによる地域の温度特性の景観生態的分析2005

    • Author(s)
      厳 網林
    • Journal Title

      地理情報システム学会講演論文集 14

      Pages: 177-180

    • NAID

      10018963236

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Landscape ecological analysis on local thermal characteristics With satellite sensed thermal images and GIS2005

    • Author(s)
      Wanglin, YAN
    • Journal Title

      Proceedings of Geographic Information System Association 14

      Pages: 177-180

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] 衛星熱画像とGISによる地域の温度特性の景観生態的分析2005

    • Author(s)
      厳 網林
    • Journal Title

      地理情報システム学会講演論文集 14

      Pages: 177-180

    • NAID

      10018963236

    • Related Report
      2005 Annual Research Report
  • [Presentation] Mapping the structure of urban canopy layers with GIS and remotely sensed tir images2007

    • Author(s)
      Wanglm YAN
    • Organizer
      10th international Conference on Computers in Urban Planning and Urban Management
    • Place of Presentation
      Iguassu Falls
    • Year and Date
      2007-11-13
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Mapping the structure of urban canopy layers with GIS and remotely sensed TIR images2007

    • Author(s)
      Wanglin, YAN
    • Organizer
      10th international conference on computer in urban planning and urban management
    • Place of Presentation
      Iguassu Falls
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Mapping the Structure of Urban Canopy Layers with GIS and Remotely Sensed TIR Images2007

    • Author(s)
      Wanglin YAN
    • Organizer
      Proceedings of 10th International Conference on Computers in Urban Planning and Urban Management
    • Place of Presentation
      Iguassu Falls,Brazil
    • Related Report
      2007 Annual Research Report
  • [Presentation] 衛星熱画像とgisによる地域の温度特性の景観生態的分析2005

    • Author(s)
      厳 網林
    • Organizer
      地理情報システム学会
    • Place of Presentation
      大阪工業大学
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Landscape ecological analysis on local thermal characteristics With satellite sensed thermal images and GIS2005

    • Author(s)
      Wanglin, YAN
    • Organizer
      Annual conference of Geographic Information System Association
    • Place of Presentation
      Osaka Institute of Technology
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Remarks] 「研究成果報告書概要(和文)」より

    • URL

      http://ecogis.sfc.keio.ac.jp

    • Related Report
      2007 Final Research Report Summary

URL: 

Published: 2005-04-01   Modified: 2016-04-21  

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