Title :
An Analysis Model for Spatial Information in Multi-scales
Author :
Fengchang Xue;Jin Hu;Jin Wang
Author_Institution :
Nanjing Univ. of Inf. Sci. &
Abstract :
Multi-Level Integrated analysis model of spatial information proposed in this article can offer more credible results than traditional regression models because of its ability disposing the hierarchical structure of data. In the model spatial process is taken as the process affected by inner and external effect of data and relations of spatial heterogeneity, spatial dependence and spatial scales are distinguished by two regressions, which conducive to dispose combined action formed by spatial dependence, spatial heterogeneity and spatial scale effect in multidimensional spatial analysis.
Keywords :
"Analytical models","Data models","Correlation","Urban areas","Mathematical model","Information science","Economics"
Conference_Titel :
Signal Processing, Image Processing and Pattern Recognition (SIP), 2015 8th International Conference on
DOI :
10.1109/SIP.2015.15