Urban and regional analysis with spatial statistics and GIS: A case study of Yangtze River Delta, China

The application of GIS in regional studies has been an increasingly active area of research in recent years. The core issues include spatial statistics and the visualization of spatial data. In this paper, we discussed some exploratory approaches in identifying the urban center-periphery areas growt...

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Bibliographic Details
Published in2010 18th International Conference on Geoinformatics pp. 1 - 8
Main Authors Xiaohuan Zhang, Shuming Bao, Baijun Wu
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.06.2010
Subjects
China
Cities and towns
Correlation
Economic indicators
Geoda
Geographic Information Systems
GIS
Rivers
Software
Spatial Pattern
Spatial Statistics
Urban Center
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ISBN1424473012
9781424473014
ISSN2161-024X
DOI10.1109/GEOINFORMATICS.2010.5567632

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Summary:The application of GIS in regional studies has been an increasingly active area of research in recent years. The core issues include spatial statistics and the visualization of spatial data. In this paper, we discussed some exploratory approaches in identifying the urban center-periphery areas growth patterns using spatial statistics and GIS visual techniques. Some traditional spatial statistics and newly developed methods are introduced for regional studies, which include global spatial statistics (Moran I), local spatial statistics (generalized local indicators of spatial associations), Moran Scatter Plot and LISA significance and cluster maps. Some professional software for spatial statistics and modeling are introduced such as ArcGIS and Geoda. The examples demonstrate how those spatial statistics can be used to identify the urban and regional growth patterns with integration of spatial statistics with GIS.
ISBN:1424473012
9781424473014
ISSN:2161-024X
DOI:10.1109/GEOINFORMATICS.2010.5567632