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Web-based analytical tools for the exploration of spatial data

Author

Listed:
  • Luc Anselin
  • Yong Wook Kim
  • Ibnu Syabri

Abstract

This paper deals with the extension of internet-based geographic information systems with functionality for exploratory spatial data analysis (esda). The specific focus is on methods to identify and visualize outliers in maps for rates or proportions. Three sets of methods are included: extreme value maps, smoothed rate maps and the Moran scatterplot. The implementation is carried out by means of a collection of Java classes to extend the Geotools open source mapping software toolkit. The web based spatial analysis tools are illustrated with applications to the study of homicide rates and cancer rates in U.S. counties. Copyright Springer-Verlag Berlin Heidelberg 2004

Suggested Citation

  • Luc Anselin & Yong Wook Kim & Ibnu Syabri, 2004. "Web-based analytical tools for the exploration of spatial data," Journal of Geographical Systems, Springer, vol. 6(2), pages 197-218, June.
    • Handle: RePEc:kap:jgeosy:v:6:y:2004:i:2:p:197-218
    DOI: 10.1007/s10109-004-0132-5
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    Citations

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    Cited by:

    1. Gabriele Mack, 2012. "Spatial expansion of farm types and neighborhood influence – conversions to suckler cow farms in Switzerland," Journal of Socio-Economics in Agriculture (Until 2015: Yearbook of Socioeconomics in Agriculture), Swiss Society for Agricultural Economics and Rural Sociology, vol. 5(1), pages 153-175.
    2. Agovino, Massimiliano & Aprile, Maria Carmela & Garofalo, Antonio & Mariani, Angela, 2018. "Cancer mortality rates and spillover effects among different areas: A case study in Campania (southern Italy)," Social Science & Medicine, Elsevier, vol. 204(C), pages 67-83.
    3. Carola Méndez Araya & Marcelo Lufin Varas, 2013. "¿Dónde están los inmigrantes en Chile?: Un análisis de Patrones Espaciales de Residencia por Municipalidades," Documentos de Trabajo en Economia y Ciencia Regional 38, Universidad Catolica del Norte, Chile, Department of Economics, revised Mar 2013.
    4. repec:asg:wpaper:1007 is not listed on IDEAS
    5. Johnson, Lallen T. & Taylor, Ralph B. & Groff, Elizabeth R., 2015. "Metropolitan local crime clusters: Structural concentration effects and the systemic model," Journal of Criminal Justice, Elsevier, vol. 43(3), pages 186-194.
    6. Xuan Yu & Manhong Shen & Weiteng Shen & Xiao Zhang, 2020. "Effects of Land Urbanization on Smog Pollution in China: Estimation of Spatial Autoregressive Panel Data Models," Land, MDPI, vol. 9(9), pages 1-16, September.
    7. repec:asg:wpaper:1047 is not listed on IDEAS
    8. repec:asg:wpaper:1008 is not listed on IDEAS
    9. Han Yue & Tao Hu, 2021. "Geographical Detector-Based Spatial Modeling of the COVID-19 Mortality Rate in the Continental United States," IJERPH, MDPI, vol. 18(13), pages 1-16, June.
    10. Mack, Gabriele, 2012. "Spatial expansion of farm types and neighborhood influence - conversions to specialized suckler cow farms in Switzerland," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 124849, International Association of Agricultural Economists.
    11. Sergio Rey, 2009. "Show me the code: spatial analysis and open source," Journal of Geographical Systems, Springer, vol. 11(2), pages 191-207, June.
    12. repec:rre:publsh:v:37:y:2007:i:1:p:5-27 is not listed on IDEAS

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