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Study on the structure of the remote sensing data and spatial data

Research Project

Project/Area Number 12680316
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Statistical science
Research InstitutionOKAYAMA UNIVERSITY

Principal Investigator

KURIHARA Koji  Okayama University Faculty of Envi. Sci. and Tech. Professor, 環境理工学部, 教授 (20170087)

Co-Investigator(Kenkyū-buntansha) TARUMI Tomoyuki  Okayama University Faculty of Envi. Sci. and Tech. Professor, 環境理工学部, 教授 (50033915)
TANAKA Yutaka  Okayama University Faculty of Envi. Sci. and Tech. Professor, 環境理工学部, 教授 (20127567)
Project Period (FY) 2000 – 2002
Project Status Completed (Fiscal Year 2002)
Budget Amount *help
¥3,400,000 (Direct Cost: ¥3,400,000)
Fiscal Year 2002: ¥800,000 (Direct Cost: ¥800,000)
Fiscal Year 2001: ¥1,000,000 (Direct Cost: ¥1,000,000)
Fiscal Year 2000: ¥1,600,000 (Direct Cost: ¥1,600,000)
Keywordsspatial data / remote sensing data / regional data / hotspots / contingency table / echelon analysis / クリギング / 地理データ / echelon解析 / リモートセンシング / 時空間の比較 / 生態環境の推測 / 緑被パターン / 正規化植生指数
Research Abstract

The research results based on this Grant-in-Aid for Scientific Research are shown as follows.
1. The study of spatial structure in remote sensing data based on echelon analysis : The relationship between density of human residence and sparseness of visitation computed from remote sensing data is investigated. (Kurihara et al. 2000a)
2. The study of spatial structure in mass data based on echelon tree : Echelon tree is too complicated for visual study as dendrograms. Thus characterization and comparison of echelon tree is done with four profiles based on pruning process. (Kurihara etal. 2000b, Ishioka and Kurihara 2002)
3. The investigation of spatial structure in contingency table based on echelon analysis : Although contingency tables constitute a pseudo-space rather than a geo-space, we can use echelon techniques in a statistical context. (Kurihara et al. 2001)
4. Hotspots detection based on echelon analysis and spatial scan statistics : Regional, features such as hotspots and trends are shown hi an echelon dendrogram, as well as in maps and tables. The candidates of hotspots are given as the top echelon in the dendrogram. Therefore we can detect the hotspots for spatially aggregated regional data based on spatial statistics. (Kurihara et al. 2002)

Report

(4 results)
  • 2002 Annual Research Report   Final Research Report Summary
  • 2001 Annual Research Report
  • 2000 Annual Research Report
  • Research Products

    (26 results)

All Other

All Publications (26 results)

  • [Publications] K.Kurihara: "Echelon analysis and the application to the remote sensing data"Proceeding of the International Conference on Measurement and Multivariate Analysis. 205-207 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] K.Kurihara: "Echelon analysis of the relationship between population and land cover pattern based on remote sensing data"Community Ecology. 1(1). 103-122 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] K.Kurihara: "Echelon analysis for spatial data"Proceeding of the seventh Japan-China symposium on statistics. 73-76 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] K.Kurihara: "Echelon analysis for spatial structure of data"Bulletin of the International Statistical Institute. 3. 156-157 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] K.Kurihara, H.P.Hong: "Detection of Hotspots for Geospatial Data with Echelon Analysis based on Spatial Scan Statistics"Proceedings of the 4th ARS Conference of the IASC. 189-192 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] F.Ishioka, K.Kurihara: "The evaluations of spatial structure based on echelon measures"Proceeding of the Second Joint Conference on Recent Developments in Statistics. 109-118 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] 栗原 考次: "データの科学"日本放送出版協会. 277 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] K. Kurihara, W. L. Myers and G.P. Patil: "Echelon analysis of the relationship between population and land cover patterns based on remote sensing data."Community Ecology. 1. 103-122 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] K. Kurihara, W.L. Myers and G.P. Patil: "Echelon analysis and the application to the remote sensing data."Proceedings of the international Conference on Measurement and Multivariate Analysis. 205-207 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] K. Kurihara, W.L. Myers and G.P. Patil: "Echelon analysis for spatial data."Proceedings of the 7-th China-Japan Symposium on Statistics. 73-76 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] K. Kurihara, W.L. Myers and G.P. Patil: "Echelon analysis for spatial structure of data."Bulletin of the International Statistical Institute. 3. 156-157 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] F. Ishioka and K. Kurihara: "The evaluations of spatial structure based on echelon measures."Proceeding of the Second Joint Conference on Recent Developments in Statistics. 109-118 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] K. Kurihara and H. P. Hong: "Detection of Hotspots for Geospatial Data with Echelon Analysis based on Spatial Scan Statistics."Proceedings of the 4th ARS Conference of the IASC. 189-192 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] W. L. Myers, K. Kiirihara, G. P. Patil, and R. Vraney: "Finding upper level sets in cellular surface data using echelons and SaTScan."Environmental and Ecological Statistics. to appear. (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] K. Kurihara: "The university of air press"Data Science.. 1-277 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] K.Kurihara H.P.Hong: "Detection of Hotspots for Geospatial Data with Echelon Analysis based on Slatial Scan Statistics"Proceedings of the 4th ARS Conference of the IASC. 189-192 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] K.Kurihara: "Spatial Scan Statistics and Echelon analysis"Proceedings of the Joint conference on statistical ecology and environmental statistics. 1-10 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] F.Ishioka, K.Kurihara: "The evaluations of spatial structure based on echelon measures"Proceeding of the Second Joint Conference on Recent Developments in Statistics. 109-118 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] W.L.Myers, K.Kurihara, et al.: "Finding upper level sets in cellular surface data using echelons and SaTScan"Environmental and Ecological Statistics. 7(To appear). (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] K.Kurihara: "Echelon analysis for spatial structure of data"Bulletin of the International Statistical Institute. 3. 156-157 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 栗原 考次: "第9回調査結果報告集"岡山経済研究所「岡山県民の生活行動圏」. 86-143 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 栗原 考次: "データの科学"日本放送出版協会. 277 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] K.Kurihara: "Echelon analysis and the application to the remote sensing data"Proceeding of the International Conference on Measurement and Multivariate Analysis. 205-207 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] K.Kurihara: "Echelon analysis of the relationship between population and land cover pattern based on remote sensing data"Community Ecology. 1(1). 103-122 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] K.Kurihara: "Echelon analysis for spatial data"Proceeding of the seventh Japan-China symposium on statistics. 73-76 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 栗原考次: "データの科学"日本放送出版協会(印刷中). (2001)

    • Related Report
      2000 Annual Research Report

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Published: 2000-04-01   Modified: 2016-04-21  

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