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Development and application of new areal interpolation methods considering spatial dependence

Research Project

Project/Area Number 23360219
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Civil engineering project/Traffic engineering
Research InstitutionUniversity of Tsukuba

Principal Investigator

TSUTSUMI MORITO  筑波大学, システム情報系, 教授 (70292886)

Co-Investigator(Kenkyū-buntansha) SADAHIRO Yukio  東京大学, 空間情報科学研究センター, 教授 (10240722)
TSUKAI Makoto  広島大学, 工学研究院, 准教授 (70304409)
Project Period (FY) 2011-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥16,900,000 (Direct Cost: ¥13,000,000、Indirect Cost: ¥3,900,000)
Fiscal Year 2013: ¥5,850,000 (Direct Cost: ¥4,500,000、Indirect Cost: ¥1,350,000)
Fiscal Year 2012: ¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2011: ¥6,110,000 (Direct Cost: ¥4,700,000、Indirect Cost: ¥1,410,000)
Keywords空間従属性 / 空間統計学 / 空間計量経済学 / 集計データ / 面補間 / 空間的自己相関
Research Abstract

Most socio-economic data are provided as spatially aggregated data, and areal interpolation, which is a process of transferring data from one zonal system to another, is often required in socio-economic analysis. This study develops areal interpolation methods incorporating spatial phenomena, such as spatial dependence and spatial heterogeneity, by extending spatial statistics and spatial econometrics. We also discuss the modifiable areal unit problem (MAUP), which is deeply related to the areal interpolation problem. Our developed methods are applied to estimations of spatially detailed datasets.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • Research Products

    (36 results)

All 2014 2013 2012 2011

All Journal Article (15 results) (of which Peer Reviewed: 11 results) Presentation (21 results)

  • [Journal Article] Exploratory analysis of time series data : Detection of partial similarities, clustering, and visualization2014

    • Author(s)
      Sadahiro, Y. and Kobayashi, T
    • Journal Title

      Computers, Environment and Urban Systems

      Volume: 451 Pages: 24-33

    • Related Report
      2013 Final Research Report
  • [Journal Article] A method for comparing numerical variables defined in a region2013

    • Author(s)
      Sadahiro, Y
    • Journal Title

      Computers, Environment and Urban Systems

      Volume: 41 Pages: 65-74

    • Related Report
      2013 Final Research Report
  • [Journal Article] 変数変換を用いた離散空間上における数値変数比較2013

    • Author(s)
      貞広幸雄
    • Journal Title

      都市計画論文集

      Volume: 48 Pages: 885-890

    • NAID

      130004567546

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 小地域補完のための空間集計モデルの適用可能性2013

    • Author(s)
      津田敏明, 塚井誠人
    • Journal Title

      土木学会論文集D3

      Volume: 69(5)

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 小地域補完のための空間集計モデルの適用可能性2013

    • Author(s)
      津田敏明・塚井誠人
    • Journal Title

      土木学会論文集D3(土木計画学)(土木計画学研究・論文集第30巻)

      Volume: 69 No.5

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 変数変換を用いた離散空間上における数値変数比較2013

    • Author(s)
      貞広幸雄
    • Journal Title

      都市計 画論文集

      Volume: 48 Pages: 885-890

    • NAID

      130004567546

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Practical spatial statisics for areal interpolation2012

    • Author(s)
      Murakami, D. and Tsutsumi, T
    • Journal Title

      Environment and Planning B : Planning and Design

      Volume: 36(6) Pages: 1016-1033

    • Related Report
      2013 Final Research Report
  • [Journal Article] Exploratory analysis of polygons distributed with overlap2012

    • Author(s)
      Sadahiro, Y
    • Journal Title

      Geographical Analysis

      Volume: 44(4) Pages: 350-367

    • Related Report
      2013 Final Research Report
  • [Journal Article] New spatial econometrics-based areal interpolation method2012

    • Author(s)
      Tsutsumi Morito, Murakami Daisuke
    • Journal Title

      International Regional Science Review

      Volume: 37 Issue: 3 Pages: 273-297

    • DOI

      10.1177/0160017612463233

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 固有ベクトル空間フィルタリングに基づく面補間2012

    • Author(s)
      村上大輔, 堤盛人
    • Journal Title

      土木学会論文集

      Volume: 68(1) Pages: 59-69

    • NAID

      130004559620

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Practical spatial statisics for areal interpolation2012

    • Author(s)
      Murakami Daisuke, Tsutsumi Morito
    • Journal Title

      Environment and Planning B : Planning and Design

      Volume: 36(6) Issue: 6 Pages: 1016-1033

    • DOI

      10.1068/b38034t

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 固有ベクトル空間フィルタリングに基づく面補間2012

    • Author(s)
      村上大輔・堤盛人
    • Journal Title

      土木学会論文集

      Volume: 68 Pages: 59-69

    • NAID

      130004559620

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Krigingを用いた実用的な面補間2011

    • Author(s)
      村上大輔, 堤盛人
    • Journal Title

      GIS-理論と応用

      Volume: 19(2) Pages: 59-70

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Krigingを用いた実用的な面補間法2011

    • Author(s)
      村上大輔・堤盛人
    • Journal Title

      GIS-理論と応用

      Volume: 19 Pages: 59-69

    • NAID

      10030185093

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A New Areal Interpolation Method based on Spatial Statistics2011

    • Author(s)
      Daisuke Murakami, Morito Tsutsumi
    • Journal Title

      Procedia Social and Behavioral Sciences

      Volume: 21 Pages: 230-239

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Presentation] 空間計量経済モデルにおける空間重み行列設定に関する検討2013

    • Author(s)
      津田敏明, 塚井誠人
    • Organizer
      応用地域学会第27回研究発表大会
    • Place of Presentation
      京都大学
    • Year and Date
      2013-12-14
    • Related Report
      2013 Final Research Report
  • [Presentation] 空間統計モデルを用いた建築物ストックの詳細推計2013

    • Author(s)
      村上大輔, 瀬谷創, 山形与志樹, 堤盛人
    • Organizer
      応用地域学会第27回研究発表大会
    • Place of Presentation
      京都大学
    • Year and Date
      2013-12-14
    • Related Report
      2013 Final Research Report
  • [Presentation] Applicability of the spatial aggregation model for small area interpolation2013

    • Author(s)
      Tsuda, T. and Tsukai, M
    • Organizer
      The VII World Conference of the Spatial Econometrics Association (oral presentation)
    • Place of Presentation
      Washington, USA
    • Year and Date
      2013-07-11
    • Related Report
      2013 Final Research Report
  • [Presentation] A Geographically weighted regression-based approach for the Change of support problem2013

    • Author(s)
      Murakami, D. Tsutsumi, T
    • Organizer
      7th World Conference of the Spatial Econometrics Association
    • Place of Presentation
      Washington, USA
    • Year and Date
      2013-07-11
    • Related Report
      2013 Final Research Report
  • [Presentation] 空間計量経済モデルにおける空間重み行列設定に関する検討2013

    • Author(s)
      津田 敏明・塚井 誠人
    • Organizer
      第27回応用地域学会
    • Place of Presentation
      京都大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] Applicability of the Spatial Aggregation Model for Small Area Interpolation2013

    • Author(s)
      Toshiaki TSUDA and Makoto TSUKAI
    • Organizer
      The VIIth World Conference of the Spatial Econometrics Association
    • Place of Presentation
      Key Bridge Marriott Hotel, Washington, DC, US
    • Related Report
      2013 Annual Research Report
  • [Presentation] 空間的異質性を考慮した空間計量経済モデルの開発2012

    • Author(s)
      津田敏明, 塚井誠人
    • Organizer
      応用地域学会第27回研究発表大会
    • Place of Presentation
      青森公立大学
    • Year and Date
      2012-11-18
    • Related Report
      2013 Final Research Report
  • [Presentation] 小地域補間のための空間集計モデルの適用可能性2012

    • Author(s)
      津田敏明, 塚井誠人
    • Organizer
      第45回土木計画学研究発表会
    • Place of Presentation
      京都大学
    • Year and Date
      2012-06-03
    • Related Report
      2013 Final Research Report
  • [Presentation] 空間的な相関を考慮した新たなdasymetric法2012

    • Author(s)
      村上大輔, 堤盛人
    • Organizer
      日本写真測量学会平成24年度年次学術講演会
    • Place of Presentation
      東京大学生産技術研究所
    • Year and Date
      2012-05-22
    • Related Report
      2013 Final Research Report
  • [Presentation] 空間的な相関を考慮した新たなDasymetric 法2012

    • Author(s)
      村上大輔・堤盛人
    • Organizer
      日本写真測量学会 平成24年度 年次学術講演会
    • Place of Presentation
      東京大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] 小地域補間のための空間集計モデルの適用可能性2012

    • Author(s)
      津田 敏明・塚井 誠人
    • Organizer
      第45回土木計画学研究発表会(春大会)
    • Place of Presentation
      京都大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] 空間的異質性を考慮した空間計量経済モデルの開発2012

    • Author(s)
      津田 敏明・塚井 誠人
    • Organizer
      第26回応用地域学会研究発表大会
    • Place of Presentation
      青森公立大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] A new areal interpolation method based on spatial statistics2011

    • Author(s)
      Murakami, M. and Tsutsumi, M
    • Organizer
      International Conference Spatial Thinking and Geographic Information Sciences 2011
    • Place of Presentation
      The University of Tokyo, Japan
    • Year and Date
      2011-09-15
    • Related Report
      2013 Final Research Report
  • [Presentation] Spatial Statistic Model with Spatial Aggregation Matrix Avoiding Modifiable Area Unit Problem2011

    • Author(s)
      TSUKAI, M., KAYAHAKA, S., KUWANO, M., OKUMURA, M
    • Organizer
      4th international workshop on geo-spatial analysis and modeling
    • Place of Presentation
      Simon Frazer University Canada
    • Year and Date
      2011-08-10
    • Related Report
      2011 Annual Research Report
  • [Presentation] Areal interpolation employing Bayesian spatial econometrics2011

    • Author(s)
      Murakami, M. and Tsutsumi, M
    • Organizer
      5th World Conference of the Spatial Econometrics Association
    • Place of Presentation
      Toulouse France
    • Year and Date
      2011-07-07
    • Related Report
      2013 Final Research Report
  • [Presentation] Areal interpolation using Bayesian spatial econometrics2011

    • Author(s)
      Daisuke Murakami, Morito Tsutsumi
    • Organizer
      the Fifth World Conference of the Spatial Econometrics Association
    • Place of Presentation
      Toulouse, France
    • Year and Date
      2011-07-07
    • Related Report
      2011 Annual Research Report
  • [Presentation] 固有ベクトル空間フィルタリングに基づく面補間2011

    • Author(s)
      村上大輔, 堤盛人
    • Organizer
      第43回土木計画学研究発表会
    • Place of Presentation
      筑波大学
    • Year and Date
      2011-05-29
    • Related Report
      2013 Final Research Report
  • [Presentation] 固有ベクトル空間フィルタリングに基づく面補間2011

    • Author(s)
      村上大輔・堤盛人
    • Organizer
      第43回土木計画学研究発表会(春大会)
    • Place of Presentation
      筑波大学(茨城県)
    • Year and Date
      2011-05-29
    • Related Report
      2011 Annual Research Report
  • [Presentation] Considering spatial dependence in areal interpolation method based on eigenvector spatial filtering2011

    • Author(s)
      Murakami, M. and Tsutsumi, M
    • Organizer
      Japan Geoscience Union Meeting
    • Place of Presentation
      Makuhari Messe International Conference Hall, Chiba, Japan
    • Year and Date
      2011-05-25
    • Related Report
      2013 Final Research Report
  • [Presentation] 異方性のある空間的相関を考慮した面補間2011

    • Author(s)
      村上大輔, 堤盛人
    • Organizer
      日本写真測量学会平成23年度年次学術講演会
    • Place of Presentation
      東京大学生産技術研究所
    • Year and Date
      2011-05-24
    • Related Report
      2013 Final Research Report
  • [Presentation] 異方性のある空間的相関を考慮した面補間法2011

    • Author(s)
      村上大輔・堤盛人
    • Organizer
      日本写真測量学会平成23年度年次学術講演会
    • Place of Presentation
      東京大学生産技術研究所(東京都)
    • Year and Date
      2011-05-23
    • Related Report
      2011 Annual Research Report

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Published: 2011-04-06   Modified: 2019-07-29  

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