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Spatial visualization and future prediction of land use changes in capital regions in Asia and Africa

Research Project

Project/Area Number 26284129
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Human geography
Research InstitutionUniversity of Tsukuba

Principal Investigator

MURAYAMA Yuji  筑波大学, 生命環境系, 教授 (30182140)

Co-Investigator(Kenkyū-buntansha) 山下 亜紀郎  筑波大学, 生命環境系, 助教 (60396794)
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥15,600,000 (Direct Cost: ¥12,000,000、Indirect Cost: ¥3,600,000)
Fiscal Year 2016: ¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2015: ¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2014: ¥8,840,000 (Direct Cost: ¥6,800,000、Indirect Cost: ¥2,040,000)
KeywordsGIS / リモートセンシング / アジア / アフリカ / 首都圏 / 都市化 / 空間分析 / 土地利用 / メガシティ / 都市 / 衛星画像
Outline of Final Research Achievements

This research examined the urban growth trends and patterns of metropolitan regions in Asia and Africa from a geographical perspective. State-of-the- art geospatial tools and techniques from the geographic information systems and science, remote sensing, and machine learning disciplines were used for the land change analysis.
In addition to the empirical results, the methodological approaches employed and discussed in this research showcase the potential of geospatial analysis (e.g., land change modeling) for improving our understanding of the trends and patterns of urban Asia and Africa.Furthermore, given the complexity of the urban growth process across the world, issues raised in this research contributed to the improvement of future geospatial analysis of urban growth in the developing regions.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • Research Products

    (41 results)

All 2017 2016 2015 2014 Other

All Journal Article (15 results) (of which Int'l Joint Research: 5 results,  Peer Reviewed: 11 results,  Acknowledgement Compliant: 12 results,  Open Access: 8 results) Presentation (20 results) (of which Int'l Joint Research: 5 results,  Invited: 3 results) Book (2 results) Remarks (4 results)

  • [Journal Article] Effects of landscape composition and pattern on land surface temperature: An urban heat island study in the megacities of Southeast Asia2017

    • Author(s)
      Estoque, R.C., Murayama, Y. and Myint, S.
    • Journal Title

      Science of the Total Environment

      Volume: 577 Pages: 349-359

    • DOI

      10.1016/j.scitotenv.2016.10.195

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] A worldwide country-based assessment of social-ecological status (c. 2010) using the social-ecological status index2017

    • Author(s)
      Estoque, R.C., Murayama, Y.
    • Journal Title

      Ecological Indicators

      Volume: 72 Pages: 605-614

    • DOI

      10.1016/j.ecolind.2016.08.047

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Spatiotemporal analysis of urban growth in three African capital cities: A grid-cell-based analysis2016

    • Author(s)
      Hou, H., Estoque, R.C. and Murayama, Y.
    • Journal Title

      Journal of African Earth Sciences

      Volume: 123 Pages: 381-391

    • DOI

      10.1016/j.jafrearsci.2016.08.014

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Spatiotemporal Analysis of Urban Growth Using GIS and Remote Sensing: A Case study of Colombo Metropolitan Area, Sri Lanka2016

    • Author(s)
      Subasinghe, S., Estoque, R.C. and Murayama, Y.
    • Journal Title

      ISPRS International Journal of Geo-Information

      Volume: 5 Issue: 11 Pages: 1-19

    • DOI

      10.3390/ijgi5110197

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Urban growth monitoring and prediction with remote sensing and GIS in Wuhan region, China2016

    • Author(s)
      Xinmin, Z. and Murayama, Y.
    • Journal Title

      Tsukuba Geoenvironmental Sciences

      Volume: 12 Pages: 11-15

    • Related Report
      2016 Annual Research Report
    • Open Access / Acknowledgement Compliant
  • [Journal Article] Quantifying landscape pattern and ecosystem service value changes in four rapidly urbanizing hill stations of Southeast Asia2016

    • Author(s)
      Estoque RC; Murayama Y
    • Journal Title

      Landscape Ecology

      Volume: in press Issue: 7 Pages: 1481-1507

    • DOI

      10.1007/s10980-016-0341-6

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Measuring urban volume: geospatial technique and application2015

    • Author(s)
      Estoque RC; Murayama Y; Tadono T; Thapa RB
    • Journal Title

      Tsukuba Geoenvironmental Sciences

      Volume: 11 Pages: 13-20

    • Related Report
      2015 Annual Research Report
    • Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Pixel-based and object-based classifications using high and medium-spatial-resolution imageries in the urban and suburban landscapes2015

    • Author(s)
      Estoque, R.C., Murayama, Y. & Akiyama, C.M.
    • Journal Title

      Geocarto International

      Volume: 印刷中 Issue: 10 Pages: 1113-1129

    • DOI

      10.1080/10106049.2015.1027291

    • NAID

      120007136170

    • Related Report
      2015 Annual Research Report 2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Intensity and spatial pattern of urban land changes in the megacities of Southeast Asia2015

    • Author(s)
      Estoque RC; Murayama Y
    • Journal Title

      Land Use Policy

      Volume: 48 Pages: 213-222

    • DOI

      10.1016/j.landusepol.2015.05.017

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Classification and change detection of built-up lands from Landsat-7 ETM+ and Landsat-8 OLI/TIRS imageries: A comparative assessment of various spectral indices2015

    • Author(s)
      Estoque RC; Murayama Y
    • Journal Title

      Ecological Indicators

      Volume: 56 Pages: 205-217

    • DOI

      10.1016/j.ecolind.2015.03.037

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Land-Use/Cover Changes in Megacities in Asia and Africa2015

    • Author(s)
      Murayama, Y., Estoque, R.C., Subasinghe, H., Hou, H. and Gong, H.
    • Journal Title

      Annual Report on the Multi Use Social and Economic Data Bank, Univ. Tsukuba

      Volume: 92 Pages: 17-64

    • Related Report
      2014 Annual Research Report
    • Open Access / Acknowledgement Compliant
  • [Journal Article] Measuring Sustainability Based Upon Various Perspectives : A Case Study of a Hill Staion in Southeast Asia2014

    • Author(s)
      Estoque, R. C. and Murayama, Y.
    • Journal Title

      AMBIO

      Volume: (印刷中) Issue: 7 Pages: 943-956

    • DOI

      10.1007/s13280-014-0498-7

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A geospatial approach for detecting and characterizing non-stationarity of land change patterns and its potential effect on modeling accuracy2014

    • Author(s)
      Estoque, R.C. & Murayama, Y.
    • Journal Title

      GIScience & Remote Sensing

      Volume: 51 Issue: 3 Pages: 239-252

    • DOI

      10.1080/15481603.2014.908582

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Social-ecological status index: A preliminary study of its structural composition and application2014

    • Author(s)
      Estoque, R.C. & Murayama, Y.
    • Journal Title

      Ecological Indicators

      Volume: 43 Pages: 183-194

    • DOI

      10.1016/j.ecolind.2014.02.031

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Comparison of urban landscape patterns in three major cities of Southeast Asia: A geospatial approach2014

    • Author(s)
      Estoque, R.C., Murayama, Y., Kamusoko, C., Yamashita, A
    • Journal Title

      Tsukuba Geoenvironmental Sciences

      Volume: 10 Pages: 3-10

    • Related Report
      2014 Annual Research Report
    • Open Access / Acknowledgement Compliant
  • [Presentation] Development of web-based GIS platform for measuring urbanization2016

    • Author(s)
      Gong, H. and Murayama, Y.
    • Organizer
      CSIS Days 2016
    • Place of Presentation
      Tokyo University, Kashiwa, Chiba, Japan
    • Year and Date
      2016-11-17
    • Related Report
      2016 Annual Research Report
  • [Presentation] Urban growth monitoring and prediction with remote sensing and GIS in Wuhan Region, China2016

    • Author(s)
      Xinmin, Z. and Murayama, Y.
    • Organizer
      CSIS Days 2016
    • Place of Presentation
      Tokyo University, Kashiwa, Chiba, Japan
    • Year and Date
      2016-11-17
    • Related Report
      2016 Annual Research Report
  • [Presentation] The role of greenspace in regulating land surface temperature in the megacities of Southeast Asia2016

    • Author(s)
      Estoque, R.C., Murayama, Y.
    • Organizer
      The 33rd International Geographical Congress
    • Place of Presentation
      Beijing, China
    • Year and Date
      2016-08-21
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Data handling for evaluating neighborhood environment and daily walking behavior2016

    • Author(s)
      Hou, H. and Murayama, Y.
    • Organizer
      The 17th International Symposium on Spatial Data Handling
    • Place of Presentation
      Beijing, China
    • Year and Date
      2016-08-18
    • Related Report
      2016 Annual Research Report
  • [Presentation] Urban growth evaluation: a new approach using neighborhood characteristics of remotely sensed land use/cover2016

    • Author(s)
      Subasinghe, S. and Murayama, Y.
    • Organizer
      The 17th International Symposium on Spatial Data Handling
    • Place of Presentation
      Beijing, China
    • Year and Date
      2016-08-18
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Geospatial assessment of ecosystem services in Southeast Asian cities2016

    • Author(s)
      Estoque, R.C., Murayama, Y.
    • Organizer
      The Japan Geoscience Union Meeting 2016
    • Place of Presentation
      Makuhari Messe, Chiba, Japan
    • Year and Date
      2016-05-22
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Geospatial data gathering using cloud GIS and smartphones: its advantages and significance2016

    • Author(s)
      Morimoto, T. and Murayama, Y.
    • Organizer
      The Japan Geoscience Union Meeting 2016
    • Place of Presentation
      Makuhari Messe, Chiba, Japan
    • Year and Date
      2016-05-22
    • Related Report
      2016 Annual Research Report
  • [Presentation] Measuring urban volume using GIS and remote sensing2016

    • Author(s)
      Estoque, R.C., Murayama, Y.
    • Organizer
      Association of American Geographers Annual Meeting
    • Place of Presentation
      San Francisco, CA, USA
    • Year and Date
      2016-04-01
    • Related Report
      2016 Annual Research Report 2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A geospatial technique for estimating urban built volume using remote sensing data2015

    • Author(s)
      Estoque RC; Murayama Y
    • Organizer
      Center for Spatial Information Science (CSIS) Days 2015
    • Place of Presentation
      University of Tokyo, Kashiwa, Chiba, Japan
    • Year and Date
      2015-11-19
    • Related Report
      2015 Annual Research Report
  • [Presentation] Spatiotemporal analysis of urban growth in three African capital cities: A grid-cell-based analysis2015

    • Author(s)
      Hou H; Estoque RC; Murayama Y
    • Organizer
      Center for Spatial Information Science (CSIS) Days 2015
    • Place of Presentation
      University of Tokyo, Kashiwa, Chiba, Japan
    • Year and Date
      2015-11-19
    • Related Report
      2015 Annual Research Report
  • [Presentation] A geospatial approach for estimating urban volume: A case Study of Jakarta and Manila2015

    • Author(s)
      Estoque RC; Murayama Y
    • Organizer
      GIS Association of Japan (GISA) Conference 2015
    • Place of Presentation
      Keio University, Tokyo, Japan
    • Year and Date
      2015-10-10
    • Related Report
      2015 Annual Research Report
  • [Presentation] 都市地理学方法論の発展―GISの貢献―2015

    • Author(s)
      村山祐司
    • Organizer
      日本地理学会秋季学術大会
    • Place of Presentation
      愛媛大学、愛媛県松山市
    • Year and Date
      2015-09-19
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] Geospatial analysis of urban landscape patterns in four hill stations of Southeast Asia2015

    • Author(s)
      Estoque RC; Murayama Y
    • Organizer
      Japan Geoscience Union Meeting
    • Place of Presentation
      Makuhari, Chiba, Japan
    • Year and Date
      2015-05-24
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Asia cities person trip data browser and analyzer2014

    • Author(s)
      Lwin, K.K. and Murayama, Y.
    • Organizer
      CSIS DAYS 2014
    • Place of Presentation
      東京大学柏の葉キャンパス駅前サテライト,柏市
    • Year and Date
      2014-11-21 – 2014-11-22
    • Related Report
      2014 Annual Research Report
  • [Presentation] Spatiotemporal analysis of urban land changes in the major cities of Southeast Asia2014

    • Author(s)
      Estoque, R.C. and Murayama, Y.
    • Organizer
      CSIS DAYS 2014
    • Place of Presentation
      東京大学柏の葉キャンパス駅前サテライト,柏市
    • Year and Date
      2014-11-21 – 2014-11-22
    • Related Report
      2014 Annual Research Report
  • [Presentation] WebGISによる人の動きの可視化と時空間分析2014

    • Author(s)
      村山祐司
    • Organizer
      G空間エキスポ2014
    • Place of Presentation
      日本科学未来館、東京
    • Year and Date
      2014-11-13 – 2014-11-15
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Mobility and Urban Structure: A Case Study of Four Asian Capital Cities2014

    • Author(s)
      Greger, K. and Murayama, Y.
    • Organizer
      第11回人の流れ研究会
    • Place of Presentation
      東京大学、東京
    • Year and Date
      2014-07-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] Person Trips Data Browser and Space-Time Visualizer2014

    • Author(s)
      Lwin, K.K. and Murayama, Y.
    • Organizer
      Geospatial World Forum 2014
    • Place of Presentation
      Geneva, Switzerland
    • Year and Date
      2014-05-05 – 2014-05-09
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Geospatial analysis of land changes in the megacities of Southeast Asia2014

    • Author(s)
      Estoque, R.C. and Murayama, Y.
    • Organizer
      日本地球惑星科学連合2014年大会
    • Place of Presentation
      パシフィコ横浜、横浜市
    • Year and Date
      2014-04-28 – 2014-05-02
    • Related Report
      2014 Annual Research Report
  • [Presentation] Spatio-Temporal Analysis of Bicycle Commuting Behavior in the Greater Tokyo Area Using a Micro-Scale Persontrip Database2014

    • Author(s)
      Greger, K. and Murayama, Y.
    • Organizer
      日本地球惑星科学連合2014年大会
    • Place of Presentation
      パシフィコ横浜、横浜市
    • Year and Date
      2014-04-28 – 2014-05-02
    • Related Report
      2014 Annual Research Report
  • [Book] Urban Development in Asia and Afric; Geospatial Analysis of Metropolises2017

    • Author(s)
      Murayama, Y., Kamusoko, C., Yamashita, A. and Estoque, R.C. (Eds.)
    • Total Pages
      424
    • Publisher
      Springer
    • Related Report
      2016 Annual Research Report
  • [Book] 土地利用でみるアジアの都市化と自然環境2016

    • Author(s)
      山下亜紀郎編著
    • Total Pages
      162
    • Publisher
      筑波大学出版会
    • Related Report
      2015 Annual Research Report
  • [Remarks] アジア・アフリカにおけるメガシティの都市化プロセス

    • URL

      http://giswin.geo.tsukuba.ac.jp/mega-cities/

    • Related Report
      2016 Annual Research Report
  • [Remarks] Urbanization in Major Asian and African Cities

    • URL

      http://giswin.geo.tsukuba.ac.jp/mega-cities/

    • Related Report
      2015 Annual Research Report
  • [Remarks] GEOVISUALIZATION TO URBANIZATION

    • URL

      http://land.geo.tsukuba.ac.jp/geovisualization/

    • Related Report
      2014 Annual Research Report
  • [Remarks] 都市化を空間可視化する

    • URL

      http://land.geo.tsukuba.ac.jp/geovisualization/Default_jpn.aspx

    • Related Report
      2014 Annual Research Report

URL: 

Published: 2014-04-04   Modified: 2018-03-22  

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