Modelling dynamic urban expansion processes incorporating a potential model with cellular automata

被引:209
|
作者
He, Chunyang [1 ,2 ,3 ]
Okada, Norio [3 ]
Zhang, Qiaofeng [4 ]
Shi, Peijun [1 ,2 ]
Li, Jinggang [1 ,2 ]
机构
[1] Beijing Normal Univ, Coll Resources Sci & Technol, Beijing 100875, Peoples R China
[2] Beijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
[3] Kyoto Univ, Disaster Prevent Res Inst, Res Ctr Disaster Reduct Syst, Kyoto 6110011, Japan
[4] Murray State Univ, Dept Geosci, Murray, KY 42071 USA
关键词
urban expansion; cellular automata; potential model; Beijing;
D O I
10.1016/j.landurbplan.2007.12.010
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Dynamic spatial models are useful tools to understand the urbanization process and support urban planning and management policies. Macro-scale contributing factors to urban expansion including population and capital are not fully integrated in many current cellular automata (CA)-based urban expansion models. We present a new urban expansion dynamic (UED) model that incorporates a potential model into a CA model in order to effectively capture the urban expansion process. The implementation of the UED model in Beijing, China demonstrated its ability to trace past urban development and to predict future expansion. The advantage of the UED model lies in its feature to link the individual cell evolution, overall urban pattern and spatial interaction of total population and capital at different scales. (c) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:79 / 91
页数:13
相关论文
共 50 条
  • [41] Application of cellular automata simulations to modelling of dynamic recrystallization
    Kroc, J
    COMPUTATIONAL SCIENCE-ICCS 2002, PT I, PROCEEDINGS, 2002, 2329 : 773 - 782
  • [42] Cellular automata as the basis of integrated dynamic regional modelling
    White, R
    Engelen, G
    ENVIRONMENT AND PLANNING B-PLANNING & DESIGN, 1997, 24 (02): : 235 - 246
  • [43] Enhanced urban growth modelling: Incorporating regional development heterogeneity and noise reduction in a cellular automata model- a case study of Zhengzhou, China
    Chen, Xuanchi
    Wang, Zongmin
    Yang, Haibo
    Ford, Alistair C.
    Dawson, Richard J.
    SUSTAINABLE CITIES AND SOCIETY, 2023, 99
  • [44] Simulating urban expansion using a cellular automata urban growth model, through a case study of Dianchi lake
    Yan, X. Y.
    Wu, Y. D.
    Cao, H. H.
    Li, Y.
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2018, 123 : 90 - 90
  • [45] An urban and regional model based on cellular automata
    Semboloni, F
    ENVIRONMENT AND PLANNING B-PLANNING & DESIGN, 1997, 24 (04): : 589 - 612
  • [46] Urban expansion cellular automata model based on multi-structures convolutional neural networks
    Xie Z.
    Wang H.
    Zhang B.
    Huang X.
    Wang, Haijun (landgiswhj@163.com), 1600, SinoMaps Press (49): : 375 - 385
  • [47] Modelling Discrete Urban Traffic Network System with Cellular Automata
    Chuo, Helen Sin Ee
    Swa, Yuan Han
    Tan, Min Keng
    Lim, Kit Guan
    Barukang, Liawas
    Teo, Kenneth Tze Kin
    19TH IEEE STUDENT CONFERENCE ON RESEARCH AND DEVELOPMENT (SCORED 2021), 2021, : 472 - 477
  • [48] Modelling urban development with geographical information systems and cellular automata
    Wu, Fulong
    ENVIRONMENT AND PLANNING B-PLANNING & DESIGN, 2009, 36 (06): : 1129 - 1130
  • [49] Calibrating nonparametric cellular automata with a generalized additive model to simulate dynamic urban growth
    Yongjiu Feng
    Xiaohua Tong
    Environmental Earth Sciences, 2017, 76
  • [50] Calibrating nonparametric cellular automata with a generalized additive model to simulate dynamic urban growth
    Feng, Yongjiu
    Tong, Xiaohua
    ENVIRONMENTAL EARTH SCIENCES, 2017, 76 (14)