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Theoretical and empirical comparative evaluations on measures of map association

Author

Listed:
  • Yue Lin

    (The Ohio State University
    Chinese Academy of Sciences)

  • Jinfeng Wang

    (Chinese Academy of Sciences
    University of Chinese Academy of Sciences)

  • Chengdong Xu

    (Chinese Academy of Sciences)

Abstract

Assessing the association between maps is a basic task in GIS. It not only helps to discover the consistency between mapped distributions and to reveal the relationship between various spatial patterns, but also implies attribution. Although literatures are rich in the map association measures, their applications are still tricky because of the complexity in spatial data. In this study, we investigate nine representative measures of map association, where each map could be in three scales of measurement: nominal, ordinal and quantitative (interval or ratio). The strengths and limitations of individual methods are addressed and compared, which include their applicability to different measurement scales, interpretability, and potential applications in complex scenarios. The theoretical comparisons are then demonstrated by two empirical examples. These works provide a rule of thumb for the selection of map association measures for practical purposes.

Suggested Citation

  • Yue Lin & Jinfeng Wang & Chengdong Xu, 2020. "Theoretical and empirical comparative evaluations on measures of map association," Journal of Geographical Systems, Springer, vol. 22(3), pages 361-390, July.
    • Handle: RePEc:kap:jgeosy:v:22:y:2020:i:3:d:10.1007_s10109-020-00324-4
    DOI: 10.1007/s10109-020-00324-4
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    References listed on IDEAS

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    1. Nowosad, Jakub & Stepinski, Tomasz, 2018. "Spatial association between regionalizations using the information-theoretical V-measure," Earth Arxiv rcjh7, Center for Open Science.
    2. William Hargrove & Forrest Hoffman & Paul Hessburg, 2006. "Mapcurves: a quantitative method for comparing categorical maps," Journal of Geographical Systems, Springer, vol. 8(2), pages 187-208, July.
    3. Jennifer Dungan, 2006. "Focusing on feature-based differences in map comparison," Journal of Geographical Systems, Springer, vol. 8(2), pages 131-143, July.
    4. Mary Margaret Ford & Linda D Highfield, 2016. "Exploring the Spatial Association between Social Deprivation and Cardiovascular Disease Mortality at the Neighborhood Level," PLOS ONE, Public Library of Science, vol. 11(1), pages 1-17, January.
    5. Manuel Ruiz & Fernando López & Antonio Páez, 2010. "Testing for spatial association of qualitative data using symbolic dynamics," Journal of Geographical Systems, Springer, vol. 12(3), pages 281-309, September.
    6. Barry Boots & Ferko Csillag, 2006. "Categorical maps, comparisons, and confidence," Journal of Geographical Systems, Springer, vol. 8(2), pages 109-118, July.
    7. Jeffrey A. Frankel & Shang-Jin Wei, 1998. "Regionalization of World Trade and Currencies: Economics and Politics," NBER Chapters, in: The Regionalization of the World Economy, pages 189-226, National Bureau of Economic Research, Inc.
    8. Jeffrey A. Frankel, 1998. "The Regionalization of the World Economy," NBER Books, National Bureau of Economic Research, Inc, number fran98-1.
    9. de la Croix, David & Gobbi, Paula E., 2017. "Population density, fertility, and demographic convergence in developing countries," Journal of Development Economics, Elsevier, vol. 127(C), pages 13-24.
    10. Alex Hagen-Zanker, 2006. "Map comparison methods that simultaneously address overlap and structure," Journal of Geographical Systems, Springer, vol. 8(2), pages 165-185, July.
    11. Stephen Stehman, 2006. "Design, analysis, and inference for studies comparing thematic accuracy of classified remotely sensed data: a special case of map comparison," Journal of Geographical Systems, Springer, vol. 8(2), pages 209-226, July.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    Bivariate spatial association; Measurement scales; Map comparison; Spatial statistics;
    All these keywords.

    JEL classification:

    • C02 - Mathematical and Quantitative Methods - - General - - - Mathematical Economics

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