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
  • [1] Modelling dynamic spatial processes: simulation of urban future scenarios through cellular automata
    Barredo, JI
    Kasanko, M
    McCormick, N
    Lavalle, C
    LANDSCAPE AND URBAN PLANNING, 2003, 64 (03) : 145 - 160
  • [2] Incorporation of spatial anisotropy in urban expansion modelling with cellular automata
    Zhang, Jinqu
    Ling, Yu
    Zhu, A-Xing
    Zeng, Hongyun
    Song, Jia
    Zhu, Yunqiang
    Qian, Lang
    INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2022, 36 (01) : 86 - 113
  • [3] Modeling urban expansion scenarios by coupling cellular automata model and system dynamic model in Beijing, China
    He, Chunyang
    Okada, Norio
    Zhang, Qiaofeng
    Shi, Peijun
    Zhang, Jingshui
    APPLIED GEOGRAPHY, 2006, 26 (3-4) : 323 - 345
  • [4] Modelling urban expansion with cellular automata supported by urban growth intensity over time
    Zhang, Jinqu
    Wu, Donglin
    Zhu, A-Xing
    Zhu, Yunqiang
    ANNALS OF GIS, 2023, 29 (03) : 337 - 353
  • [5] Cascade Cellular Automata to model urban expansion with restricted areas
    Jimenez Lopez, Eduardo
    Garrocho Rangel, Carlos
    Chavez Soto, Tania
    ESTUDIOS DEMOGRAFICOS Y URBANOS, 2021, 36 (03): : 779 - 823
  • [6] Understanding spatial and temporal processes of urban growth: cellular automata modelling
    Cheng, JQ
    Masser, I
    ENVIRONMENT AND PLANNING B-PLANNING & DESIGN, 2004, 31 (02): : 167 - 194
  • [7] A modelling approach of cellular automata-based artificial neural network for investigating dynamic urban expansion in Kolkata urban agglomeration
    Ansari, Najib
    Rukhsana
    Alam, Asraful
    MODELING EARTH SYSTEMS AND ENVIRONMENT, 2024, 10 (03) : 3789 - 3814
  • [8] Modelling urban phenomena with cellular automata
    Vanbergue, D
    Treuil, JP
    Drogoul, A
    APPLICATIONS OF SIMULATION TO SOCIAL SCIENCES, 2000, : 127 - 140
  • [9] Urban modelling by means of cellular automata: Generalised urban automata with the help on-line (AUGH) model
    Cecchini, A
    ENVIRONMENT AND PLANNING B-PLANNING & DESIGN, 1996, 23 (06): : 721 - 732
  • [10] Simulation of urban expansion based on cellular automata and maximum entropy model
    Yihan ZHANG
    Xiaoping LIU
    Guangliang CHEN
    Guohua HU
    Science China(Earth Sciences), 2020, 63 (05) : 701 - 712