Simulating Intraurban Land Use Dynamics under Multiple Scenarios Based on Fuzzy Cellular Automata: A Case Study of Jinzhou District, Dalian
文献类型：期刊论文
| 作者 | Yang, Jun1,2 ; Liu, Weiling1; Li, Yonghua1; Li, Xueming1; Ge, Quansheng2
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| 刊名 | COMPLEXITY
 |
| 出版日期 | 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. |
| WOS关键词 | ARTIFICIAL NEURAL-NETWORK ; URBAN-GROWTH ; LOGISTIC-REGRESSION ; METROPOLITAN-AREA ; COMPLEXITY ; EXPANSION ; MODEL ; SYSTEMS ; DENSIFICATION ; PERFORMANCE |
| 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研究方向 | Mathematics ; Science & Technology - Other Topics |
| 语种 | 英语 |
| WOS记录号 | WOS:000444166200001 |
| 出版者 | WILEY-HINDAWI |
| 资助机构 | National Natural Science Foundation of China ; Innovative Talents Support Program of Liaoning Province ; Liaoning Province Outstanding Youth Program |
| 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. |
入库方式： OAI收割
来源：地理科学与资源研究所
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