Application of rough set-based analysis to extract spatial relationship indicator rules: An example of land use in Pearl River Delta

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	Application of rough set-based analysis to extract spatial relationship indicator rules: An example of land use in Pearl River Delta
	Ge Yong ; Cao Feng ; Du Yunyan ; Lakhan V. Chris ; Wang Yingjie ; Li Deyu
刊名	JOURNAL OF GEOGRAPHICAL SCIENCES
	2011
卷号	21 期号:1 页码:101-117
关键词	URBAN-RURAL INTERACTION CELLULAR-AUTOMATA CLASSIFICATION RULES GIS CHINA INFORMATION INTEGRATION SIMULATION CITIES FORM
通讯作者	Wang Yingjie
合作状况	其它
英文摘要	Spatial relations, reflecting the complex association between geographical phenomena and environments, are very important in the solution of geographical issues. Different spatial relations can be expressed by indicators which are useful for the analysis of geographical issues. Urbanization, an important geographical issue, is considered in this paper. The spatial relationship indicators concerning urbanization are expressed with a decision table. Thereafter, the spatial relationship indicator rules are extracted based on the application of rough set theory. The extraction process of spatial relationship indicator rules is illustrated with data from the urban and rural areas of Shenzhen and Hong Kong, located in the Pearl River Delta. Land use vector data of 1995 and 2000 are used. The extracted spatial relationship indicator rules of 1995 are used to identify the urban and rural areas in Zhongshan, Zhuhai and Macao. The identification accuracy is approximately 96.3%. Similar procedures are used to extract the spatial relationship indicator rules of 2000 for the urban and rural areas in Zhongshan, Zhuhai and Macao. An identification accuracy of about 83.6% is obtained.
收录类别	SCI
资助信息	National Natural Science Foundation of China 40971222 60970014 60875040;State Key Laboratory of Independent Innovation Team Project O88RA203SA;Ministry of Education of China 200801080006;Natural Science Foundation of Shanxi Province 2010011021-1
语种	英语
公开日期	2011-03-30
内容类型	期刊论文
源URL	[http://ir.igsnrr.ac.cn/handle/311030/2173]
专题	地理科学与资源研究所_研究生部
推荐引用方式 GB/T 7714	Ge Yong,Cao Feng,Du Yunyan,et al. Application of rough set-based analysis to extract spatial relationship indicator rules: An example of land use in Pearl River Delta[J]. JOURNAL OF GEOGRAPHICAL SCIENCES,2011,21(1):101-117.
APA	Ge Yong,Cao Feng,Du Yunyan,Lakhan V. Chris,Wang Yingjie,&Li Deyu.(2011).Application of rough set-based analysis to extract spatial relationship indicator rules: An example of land use in Pearl River Delta.JOURNAL OF GEOGRAPHICAL SCIENCES,21(1),101-117.
MLA	Ge Yong,et al."Application of rough set-based analysis to extract spatial relationship indicator rules: An example of land use in Pearl River Delta".JOURNAL OF GEOGRAPHICAL SCIENCES 21.1(2011):101-117.