Simulating Intraurban Land Use Dynamics under Multiple Scenarios Based on Fuzzy Cellular Automata: A Case Study of Jinzhou District, Dalian

doi:10.1155/2018/7202985

	Simulating Intraurban Land Use Dynamics under Multiple Scenarios Based on Fuzzy Cellular Automata: A Case Study of Jinzhou District, Dalian
	Yang, Jun 1,2; Liu, Weiling 1; Li, Yonghua 1; Li, Xueming 1; Ge, Quansheng 2
刊名	COMPLEXITY
	2018
页码	17
ISSN号	1076-2787
DOI	10.1155/2018/7202985
通讯作者	Liu, Weiling(liuweiling_giser@163.com)
英文摘要	The spatial evolution of land use in Jinzhou area was simulated using fuzzy cellular automata to determine all factors influencing urban land use change. For this purpose, land use data of multiple sources and remote sensing images from 2003 to 2015 were analyzed. The following results were obtained: (1) real land use data and simulation data for 2015 were tested using four indices. Under the 5 m x 5 m scale, the model shows good performance for simulation of areas with various land use types. (2) Among simulations under four scenarios, the effect of traffic guidance on the development of construction land was more distinct under the economic development mode, which clearly showed the phenomenon of "agglomeration" along major traffic lines. (3) Jinshitan Street is adjacent to the sea, and land use changes are significant under the 4th scenario, and thus related departments should pay more attention. (4) Shortcomings of conventional cellular automata model in processing complex systems could be mitigated through the integration of fuzzy sets.
资助项目	National Natural Science Foundation of China[41771178] ; National Natural Science Foundation of China[41630749] ; National Natural Science Foundation of China[41471140] ; Innovative Talents Support Program of Liaoning Province[LR2017017] ; Liaoning Province Outstanding Youth Program[LJQ2015058]
WOS关键词	ARTIFICIAL NEURAL-NETWORK ; URBAN-GROWTH ; LOGISTIC-REGRESSION ; METROPOLITAN-AREA ; COMPLEXITY ; EXPANSION ; MODEL ; SYSTEMS ; DENSIFICATION ; PERFORMANCE
WOS研究方向	Mathematics ; Science & Technology - Other Topics
语种	英语
出版者	WILEY-HINDAWI
WOS记录号	WOS:000444166200001
资助机构	National Natural Science Foundation of China ; Innovative Talents Support Program of Liaoning Province ; Liaoning Province Outstanding Youth Program
内容类型	期刊论文
源URL	[http://ir.igsnrr.ac.cn/handle/311030/54283]
专题	中国科学院地理科学与资源研究所
通讯作者	Liu, Weiling
作者单位	1.Liaoning Normal Univ, Human Settlements Res Ctr, Dalian 116029, Peoples R China 2.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Land Surface Pattern & Simulat, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Yang, Jun,Liu, Weiling,Li, Yonghua,et al. Simulating Intraurban Land Use Dynamics under Multiple Scenarios Based on Fuzzy Cellular Automata: A Case Study of Jinzhou District, Dalian[J]. COMPLEXITY,2018:17.
APA	Yang, Jun,Liu, Weiling,Li, Yonghua,Li, Xueming,&Ge, Quansheng.(2018).Simulating Intraurban Land Use Dynamics under Multiple Scenarios Based on Fuzzy Cellular Automata: A Case Study of Jinzhou District, Dalian.COMPLEXITY,17.
MLA	Yang, Jun,et al."Simulating Intraurban Land Use Dynamics under Multiple Scenarios Based on Fuzzy Cellular Automata: A Case Study of Jinzhou District, Dalian".COMPLEXITY (2018):17.