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Application of Integration of Spatial Statistical Analysis with GIS to Regional Economic Analysis 被引量:12

Application of Integration of Spatial Statistical Analysis with GIS to Regional Economic Analysis
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摘要 This paper summarizes a few spatial statistical analysis methods for to measuring spatial autocorrelation and spatial association, discusses the criteria for the identification of spatial association by the use of global Moran Coefficient, Local Moran and Local Geary. Furthermore, a user-friendly statistical module, combining spatial statistical analysis methods with GIS visual techniques, is developed in Arcview using Avenue. An example is also given to show the usefulness of this module in identifying and quantifying the underlying spatial association patterns between economic units. This paper summarizes a few spatial statistical analysis methods for tomeasuring spatial autocorrelation and spatial association, discusses the criteria for theidentification of spatial association by the use of global Moran Coefficient, Local Moran and LocalGeary. Furthermore, a user-friendly statistical module, combining spatial statistical analysismethods with GIS visual techniques, is developed in Arcview using Avenue. An example is also givento show the usefulness of this module in identifying and quantifying the underlying spatialassociation patterns between economic units.
出处 《Geo-Spatial Information Science》 2004年第4期262-267,共6页 地球空间信息科学学报(英文)
基金 FundedbytheNationalNaturalScienceFoundationofChina (N0 .40 4 0 1 0 2 1 )andtheNationalSocialScienceFoundationofChina (N0 .0 4CJL0 1 9)
关键词 spatial statistical analysis spatial autocorrelation spatial association regional economic analys 空间概率分析法 自相关 区域经济 地理信息系统
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