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Simulating Intraurban Land Use Dynamics under Multiple Scenarios Based on Fuzzy Cellular Automata: A Case Study of Jinzhou District, Dalian
Yang, Jun1,2; Liu, Weiling1; Li, Yonghua1; Li, Xueming1; Ge, Quansheng2
2018
Source PublicationCOMPLEXITY
ISSN1076-2787
Pages17
Corresponding AuthorLiu, Weiling(liuweiling_giser@163.com)
AbstractThe 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.
DOI10.1155/2018/7202985
WOS KeywordARTIFICIAL NEURAL-NETWORK ; URBAN-GROWTH ; LOGISTIC-REGRESSION ; METROPOLITAN-AREA ; COMPLEXITY ; EXPANSION ; MODEL ; SYSTEMS ; DENSIFICATION ; PERFORMANCE
Indexed BySCI
Language英语
Funding ProjectNational 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]
Funding OrganizationNational Natural Science Foundation of China ; Innovative Talents Support Program of Liaoning Province ; Liaoning Province Outstanding Youth Program
WOS Research AreaMathematics ; Science & Technology - Other Topics
WOS SubjectMathematics, Interdisciplinary Applications ; Multidisciplinary Sciences
WOS IDWOS:000444166200001
PublisherWILEY-HINDAWI
Citation statistics
Document Type期刊论文
Identifierhttp://ir.igsnrr.ac.cn/handle/311030/54284
Collection中国科学院地理科学与资源研究所
Corresponding AuthorLiu, Weiling
Affiliation1.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
Recommended Citation
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.
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