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
  • [31] A whale optimization algorithm-based cellular automata model for urban expansion simulation
    Ding, Yuan
    Cao, Kai
    Qiao, Weifeng
    Shao, Hua
    Yang, Yingbao
    Li, Hao
    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2022, 115
  • [32] Urban Expansion Simulation Based On Constrained Artificial Neural Network Cellular Automata Model
    Huang, Wenli
    Liu, Huiping
    Bai, Mu
    2009 17TH INTERNATIONAL CONFERENCE ON GEOINFORMATICS, VOLS 1 AND 2, 2009, : 350 - 353
  • [33] Modelling Urban transition using Cellular Automata based Sleuth modelling
    Chandan, M. C.
    Bharath, H. A.
    2018 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (IEEE SSCI), 2018, : 1656 - 1663
  • [34] Simulating urban expansion dynamics in Tehran through satellite imagery and cellular automata Markov chain modelling
    Mirzakhani, Arman
    Behzadfar, Mostafa
    Habashi, Shiva Azizi
    MODELING EARTH SYSTEMS AND ENVIRONMENT, 2025, 11 (02)
  • [35] Modelling landuse dynamics of ecologically sensitive peri-urban space by incorporating an ANN cellular automata-Markov model for Siliguri urban agglomeration, India
    Dolui, Sanu
    Sarkar, Sumana
    MODELING EARTH SYSTEMS AND ENVIRONMENT, 2024, 10 (01) : 167 - 199
  • [36] Modelling landuse dynamics of ecologically sensitive peri-urban space by incorporating an ANN cellular automata-Markov model for Siliguri urban agglomeration, India
    Sanu Dolui
    Sumana Sarkar
    Modeling Earth Systems and Environment, 2024, 10 : 167 - 199
  • [37] Simulation of Dynamic Urban Expansion under Ecological Constraints Using a Long Short Term Memory Network Model and Cellular Automata
    Liu, Jiamin
    Xiao, Bin
    Li, Yueshi
    Wang, Xiaoyun
    Bie, Qiang
    Jiao, Jizong
    REMOTE SENSING, 2021, 13 (08)
  • [38] Modelling of wildland-urban interface fire spread with the heterogeneous cellular automata model
    Jiang, Wenyu
    Wang, Fei
    Fang, Linghang
    Zheng, Xiaocui
    Qiao, Xiaohui
    Li, Zhanghua
    Meng, Qingxiang
    Environmental Modelling and Software, 2021, 135
  • [39] Modelling of wildland-urban interface fire spread with the heterogeneous cellular automata model
    Jiang, Wenyu
    Wang, Fei
    Fang, Linghang
    Zheng, Xiaocui
    Qiao, Xiaohui
    Li, Zhanghua
    Meng, Qingxiang
    ENVIRONMENTAL MODELLING & SOFTWARE, 2021, 135
  • [40] Simulating urban growth processes incorporating a potential model with spatial metrics
    Kong, Fanhua
    Yin, Haiwei
    Nakagoshi, Nobukazu
    James, Philip
    ECOLOGICAL INDICATORS, 2012, 20 : 82 - 91