Dynamic Urban Growth Model at Regional Scale and Its Application

  • 1. Institute of Geographic Sciences and Natural Resources Research, CAS, Beijing 100101, China;

    2. Aurban University, Aurban 36849, USA;

    3. Swedish Royal Institute of Technology, Stockholm S-10044, Sweden

Received date: 2010-01-07

  Revised date: 2010-07-18

  Online published: 2011-02-20

Supported by

The Young Scientist Fund of Nataional Natural Science Fundation of China, No.40901224; National High Technology Research and Development Program, No.2009AA122002-3; National Key Technology R&D Program, No.2006BAC08B00; Opening Foundation of State Key Laboratory of Remote Sensing Science, No.2009KFJJ005; Opening Foundation of State Key Lab of Resources and Environmental Information System, No.A0725; Swedish Research Links, No.2006-24724-44416-13


Dynamic urban expansion simulation at regional scale is one of the important research methodologies in Land Use/Cover Change (LUCC) and global environmental change influenced by urbanization. However, previous studies indicate that the single urban expansion simulation for future scenarios at local scale cannot meet the requirements for characterizing and interpreting the interactive mechanisms of regional urbanization and global environmental change. This study constructed a regional Dynamic Urban Expansion Model(Reg-DUEM) suitable for different scenarios by integrating the Artificial Neural Network (ANN) and Cellular Automaton (CA) model. Firstly we analyzed the temporal and spatial characteristics of urban expansion and acquired a prior knowledge rules using land use/cover change datasets of Beijing-Tianjin-Tangshan metropolitan area. The future urban expansion under different scenarios is then simulated based on a baseline model, economic models, policy models and the structural adjustment model. The results indicate that Reg-DUEM has good reliability for a non-linear expansion simulation at regional scale influenced by macro-policies. The simulating results show that future urban expansion patterns from different scenarios of the metropolitan area have the tremendous spatio-temporal differences. Future urban expansion will shift quickly from Beijing metropolis to the periphery of Tianjin and Tangshan city along coastal belt.

Cite this article

KUANG Wenhui, LIU Jiyuan, SHAO Quanqin, HE Jianfeng, SUN Chaoyang, TIAN Hanqin, BAN Yifang . Dynamic Urban Growth Model at Regional Scale and Its Application[J]. Acta Geographica Sinica, 2011 , 66(2) : 178 -188 . DOI: 10.11821/xb201102004


[1] Churkina G. Modeling the carbon cycle of urban systems. Ecological Modeling, 2008, 216(2): 107-113.

[2] Svirejeva-Hopkins A, Schellnhuber H J. Urban expansion and its contribution to the regional carbon emissions usingthe model based on the population density distribution. Ecological Modeling, 2008, 216(2): 208-216.

[3] Zhao Rongqin, Huang Xianjin, Xu Hui et al. Progress in the research of carbon cycle and management of urbansystem. Journal of Natural Resources, 2009, 24(10): 1847-1859. [赵荣钦, 黄贤金, 徐慧等. 城市系统碳循环与碳管理研究进展. 自然资源学报, 2009, 24(10): 1847-1859.]

[4] Grimm N B, Faeth S H, Golubiewski N C et al. Global change and the ecology of cities. Science, 2008, 319(5864):756-760.

[5] Montgomey M R. The urban transformation of the developing world. Science, 2008, 319(5864): 761-764.

[6] Batty M. The size, scale, and shape of cities. Science, 2008, 319(5864): 769-771.

[7] IHDP Report No.15. Urbanization and global environment change. International Human Dimensions Programme onGlobal Environmental Change, 2005: 1-60.

[8] Zhou Chenghu, Sun Zhanli, Xie Yichun. The Research of Geographical Cellular Automata. Beijing: Science Press,1999. [周成虎, 孙战利, 谢一春. 地理元胞自动机研究. 北京: 科学出版社, 1999.]

[9] Batty M, Longley P. Fractal Cities. London: Academic Press, 1994.

[10] Li Xia, Yeh A G O. The application of principal analysis and cellular automata in the spatial decision and urbansimulation. Science in China: Series D, 2001, 31(8): 683-690. [黎夏, 叶嘉安. 主成分分析与Cellular Automata 在空间决策与城市模拟中的应用. 中国科学: D辑, 2001, 31(8): 683-690.]

[11] He Chunyang, Norio Okada, Zhang Qiaofeng et al. Modeling urban expansion scenarios by coupling cellular automatamodel and system dynamic model in Beijing, China. Applied Geography, 2006, 26(3/4): 323-345.

[12] Pijanowski B C, Brown D G, Shellito B A et al. Using neural networks and GIS to forecast land use changes: A landtransformation model. Computers, Environment and Urban Systems, 2002, 26(6): 553-575.

[13] Tan Minghong, Li Xiubin, Xie Hui et al. Urban land expansion and arable land loss in China: A case study ofBeijing-Tianjin-Hebei region. Land Use Policy, 2005, 22(3): 187-196.

[14] Jiang Dong, Zhang Dafang, Xu Xinliang et al. Integrated evaluation of urban development suitability based on remotesensing and GIS techniques: A case study in Jing-Jin-Ji area, China. Sensors, 2008, (8): 5975-5986.

[15] Lu Dadao. Urbanization process and spatial sprawl in China. Urban Planning Forum, 2007, (4): 47-52. [陆大道. 我国的城镇化进程与空间扩张. 城市规划学刊, 2007, (4): 47-52.]

[16] Yao Shimou, Wang Chen, Zhang Luocheng et al. The influencing factors of resources and environments in the processof urbanization of China. Progress in Geography, 2008, 27(3): 94-100. [姚士谋, 王辰, 张落成等. 我国资源环境对城镇化问题的影响因素. 地理科学进展, 2008, 27(3): 94-100.]

[17] Liu Jiyuan. Macro-scale Survey and Dynamic Study of Natural Resources and Environment of China by RemoteSensing. Beijing: China Science and Technology Press,1996. [刘纪远. 中国资源环境遥感宏观调查与动态研究. 北京:中国科学技术出版社, 1996.]

[18] Liu Jiyuan, Zhang Zengxiang, Zhuang Dafang. A study on the spatial-temporal dynamic changes of land-use and

driving forces analyses of China in the 1990s. Geographical Research, 2003, 22(1): 1-12. [刘纪远, 张增祥, 庄大方等. 20 世纪90 年代中国土地利用变化时空特征及其成因分析. 地理研究, 2003, 22(1): 1-12.]

[19] Liu Jiyuan, Buheaosier. Study on spatial-temporal feature of modern land-use change in China: Using remote sensingtechniques. Quaternary Sciences, 2000, 20(3): 229-239. [刘纪远, 布和敖斯尔. 中国土地利用变化现代时空特征的研究: 基于卫星遥感数据. 第四纪研究, 2000, 20(3): 229-239.]

[20] Liu Jiyuan, Zhang Zengxiang, Xu Xinliang et al. Spatial patterns and driving forces of land use change in China in the early 21st century. Acta Geographica Sinica, 2009, 64(12): 1411-1420. [刘纪远, 张增祥, 徐新良等. 21 世纪初中国土地利用变化的空间格局与驱动力分析. 地理学报, 2009, 64(12): 1411-1420.]

[21] Fan Jie. Regional Overall Planning in Jing-Jin-Ji Metropolitan Circle. Beijing: Science Press, 2008. [樊杰. 京津冀都市圈区域综合规划研究. 北京: 科学出版社, 2008.]

[22] Lu Dadao. http://www.stdaily.com/other/dzkj/2009/1101/5-7.htm. [陆大道. 都市经济区发展背景与走向. 北京科技交流学术月纵论京津冀区域一体化发展, 2009.]

[23] Wang Huijun. Focusing on uncertainity of climate change and promoting studies of regional environment simulation.simulation. http://www.sciencenet.cn/sbhtmlnews/2009/12/227109.html. [王会军. 重视气候变化不确定性加强区域环境模拟研究. 科学时报, 2009.]