地球科学进展 ›› 2006, Vol. 21 ›› Issue (11): 1153 -1163. doi: 10.11867/j.issn.1001-8166.2006.11.1153

研究论文 上一篇    下一篇

CGE与GIS集成的中国城市增长情景模拟框架研究
沈体雁   
  1. 北京大学政府管理学院城市与区域管理系,北京 100871
  • 收稿日期:2005-04-06 修回日期:2006-09-20 出版日期:2006-11-15
  • 通讯作者: 沈体雁 E-mail:tyshen@pku.edu.cn
  • 基金资助:

    国家自然科学基金项目“我国区域城镇化管理的系统研究”(编号:70433002);国家自然科学基金项目“2008年奥运会的城市增长效应与控制:一个集合性时空动态建模方法”(编号:60304008);北京市自然科学基金项目“基于空间智能体的北京城市增长研究”(编号:4022006)资助.

China Urban Future Simulation: An Integrated Framework of CGE and GIS

Shen Tiyan   

  1. Department of Urban & Regional Management, Peking University, Beijing 100871, China
  • Received:2005-04-06 Revised:2006-09-20 Online:2006-11-15 Published:2006-11-15

建立机理和空间明确的城市模拟模型,对刻画我国城市未来情景、推演城市增长的环境影响、解释城市增长复杂性具有重要意义。现有的城市模拟模型偏重于对单个城市或城市区域进行模拟,大多缺乏可靠的经济学基础。通过有效集成CGE模型、GIS空间分析和格网动力学模型,采用多区域可计算一般均衡模型将分散的城市模拟模型连接成为相互作用的“城市模型体系”,提出一个经济机理和地理参考明确的、多维度、多尺度、可运行的中国城市未来模拟模型框架,阐述其假设、逻辑、主要内容与关键技术。

Urban system is a kind of complex spatial systems. Developing spatially explicit urban simulation models is a very important approach to mapping urban future, analyzing environmental impacts of urban growth and explaining urban complexities in China. However, the existing urban simulation models, for example, system dynamics based models, cellar automation based models and multi-agent based models, are not enough to explain and analyze the complexities of urban system in China for their lack of reliable economic theories and their limit in only one urban area or metropolitan area. This paper tries to integrate multi-regional computable general equilibrium models (MRCGE), geographical information system and geographical cellar dynamics into a framework, in which MRCGE is used to link many urban models into an interdependent urban model system. The authors develop a sort of hypotheses, approaches, components and core techniques for this framework, which is considered to be spatially explicit, economically clear, multi-dimension, multi-scale, accountable and operational in promoting scenario analyses and explaining urban complexities in China.

中图分类号: 

[1] Forrester J W. Urban Dynamics[M]. Cambridge MA: M.I.T. Press,1969.

[2] Forrester J W. Counterintuitive behavior of social systems [J]. Technology Review, 1971, 73 (3):52-68.

[3] Chen Shupeng. Complexity and systematism of geosciences [J]. Geographical Science,1991,11(4): 297-305.[陈述彭.地球科学的复杂性与系统性[J].地理科学,1991,11(4): 297-305.]

[4] Chen Shupeng. Urbanization and Urban Geographical System [M]. Beijing: Science Press, 1999.[陈述彭.城市化与城市地理系统[M] .北京:科学出版社,1999.]

[5] Batty M. New ways of looking at cities [J]. Nature, 1995, 377:574.

[6] Zhou Chenghu, Sun Zhanli, Xie Yichun. On Geographical Cellar Automation [M]. Beijing: Science Press, 1999.[周成虎,孙战利,谢一春. 地理元胞自动机研究[M]. 北京:科学出版社,1999.]

[7] Yang Kaizhong, Xue Ling. Spatial complexity: Regional science in 21th century[J]. Advances in Earth Science, 2002, 17(1):5-11.[杨开忠,薛领.复杂区域科学:21世纪的区域科学[J].地球科学进展,2002, 17(1):5-11.]

[8] Wang Guanghua. Change of Construction Land-use and Regional Economical Development in China [D]. Beijing: Beijing University, 2003.[ 王广华.我国建设用地变化与区域经济可持续发展研究[D].北京:北京大学,2003.]

[9] Shi Yun, Xu Pengbo, Wang Ling, et al. Strategy of sustainable utilization of urban lands in China [J]. Journal of Shandong Agricultural University (Natural Science),2003,34 (3):388-392.[施云,徐鹏波,王岭,.我国城市土地可持续利用对策研究[J].山东农业大学学报:自然科学版,2003,34 (3):388-392.]

[10] Zeng Hui,Xia Jie,Zhang Lei. The current status of urban landscape ecology study and its perspectives [J]. Geographical Sciences,2003,23(4):484-492.[曾辉,夏洁,张磊. 城市景观生态研究的现状与发展趋势[J].地理科学, 2003,23(4):484-492.]

[11] Zeng Hui,Jiang Ziying,Yu Hong,et al. Landscape Structure Study of Longhua Area in Shenzhen City during the Fast Urbanization Process Structure and Heterogeneity Analysis of Farmland [J]. Journal of Peking University (Natural Sciences),2000,36(2):221-230. [曾辉,江子瀛,喻红,.深圳市龙华地区快速城市化过程中的景观结构研究:农业用地结构及异质性分析[J].北京大学学报:自然科学版,2000,36(2):221-230.]

[12] Yuan Yi, Shi Peijun, Liu Yinghui, et al. A study on the pattern of land cover during rapid urbanization: Shenzhen city as a case study [J]. Acta Ecologica Sinica, 2003, 23(9):1 832-1 840.[袁艺,史培军,刘颖慧,.快速城市化过程中土地覆盖格局研究[J].生态学报, 2003, 23(9):1 832-1 840.]

[13] Yang Jinsheng. Land-use change based landscape ecological pattern change in Tianjin [J]. Urban Ecology and Urban Environment, 2004, 6:53-54.[杨津生.基于土地利用变化的天津市景观生态格局变迁研究[J].城市生态与城市环境, 2004, 6:53-54.]

[14] Zhou Yixing. On relationships between urbanization and GDP [J]. Population and Economy,1982, (1): 28-33.[周一星.城市化与国民生产总值关系的规律性探讨[J]. 人口与经济, 1982, (1): 28-33.]

[15] Zhang Tingwei. On drivers of urbanization [J]. City Planning Review,1983,(5) :59-62.[张庭伟.对城市化发展动力的探讨[J].城市规划,1983,(5) :59-62.]

[16] Liu Hongxing. Characteristics and prediction of urbanization in Wenzhou City[J]. City Planning Review,1987, (2) :39-43.[刘红星.温州城镇化特点分析和水平预测[J].城市规划, 1987, (2) :39-43.]

[17] Xue Fengxuan,Yang Chun. Exo-urbanization: The case of the Zhujiang river delta [J]. Acta Geographica Sinica,1997,52(3):193-206.[薛凤旋,杨春. 外资:发展中国家城市化的新动力:珠江三角洲个案研究[J].地理学报, 1997,52(3):193-206.]

[18] Chen Bingzhao. Beijing urban development strategies—Walking out of urban sprawl[J]. City Planning Review,1999,23(12):27-39.[陈秉钊.北京城市建设的战略抉择——抓住机遇摆脱摊大饼”[J]. 城市规划, 1999,23(12):27-39.]

[19] Zhao Yanjing. China urbanization in the context of international strategies [J]. Urban Planning Forum, 2000, 1:6-12.[ 赵燕菁. 国际战略格局中的中国城市化[J]. 城市规划汇刊,2000,1:6-12.]

[20] Zhao Yanjing. Specialization and urbanization: A new analytical framework [J]. City Planning Review, 2000, 24(6):17-20.[赵燕菁. 专业分工与城市化:一个新的分析框架[J].城市规划, 2000,24(6):17-20.]

[21] Zhao Yanjing. Urban growth models under the conditions of rapid development[J]. Foreign Urban Planning, 2001,(1):27-33.[赵燕菁. 高速发展条件下的城市增长模式[J].国外城市规划, 2001,(1):27-33.]

[22] Tang Hairu. Institutional innovation: Thinking about promoting urbanization[J]. Urban Planning Forum, 2000,(5):41-43.[汤海孺. 制度创新:推进城市化进程的思考[J].城市规划汇刊,2000,(5):41-43.]

[23] Liu Shenghe, Wu Chuanjun, Shen Hongquan. A GIS based-model of urban land use growth in Beijing[J]. Acta Geographica Sinica,2000,55(4):409-416.[刘盛和,吴传钧,沈洪泉. 基于GIS的北京城市土地利用扩展模式[J].地理学报, 2000,55(4):409-416.]

[24] Li Haizheng, Zahniser S. The determinants of temporary rural-to-urban migration in China[J]. Urban Studies,2002, 39(12):2 219-2 235.

[25] Wu Liya. Progress on urbanization theoretical researches[J]. Urban Planning Forum,2004,4:43-48.[吴莉娅. 中国城市化理论研究进展[J].城市规划汇刊, 2004,4:43-48.]

[26] Claes Andersson, Alexander Hellervik, Kristian Lindgren, et al. The urban economy as a scale-free network [J]. Physical Review,2003,68:36-124.

[27] Zong Yueguang. The corridor effects and optimization of landscapes structure in a metropolitan area—A case study on Beijing[J]. Geographical Research,1998,17(2):119-124.[宗跃光.大都市空间扩展的廊道效应与景观结构优化——以北京市为例[J].地理研究,1998,17(2):119-124.]

[28] Liu Jiyuan, Yue Tianxiang, Wang Ying'an, et al. Digital simulation of population density in China [J]. Acta Geographica Sinica, 2003, 58(1):17-24. [刘纪远, 岳天祥, 王英安,.中国人口密度数字模拟[J].地理学报,2003,58(1):17-24.]

[29] Tian Yongzhong,Chen Shupeng,Yue Tianxiang, et al. Simulation of Chinese population density based on land use[J]. Acta Geographica Sinica,2004,59(2):283-292.[田永中, 陈述彭, 岳天祥,.基于土地利用的中国人口密度模拟[J].地理学报, 2004,59(2):283-292.]

[30] Liao Shunbao, Sun Jiulin. GIS based spatialization of population census data in Qinghai-Tibet Plateau [J]. Acta Geographica Sinica,2003,58(1):25-33.[ 廖顺宝,孙九林.基于GIS的青藏高原人口统计数据空间化[J].地理学报,2003,58(1):25-33.]

[31] Almeida E S. MINAS-SPACE: A Spatial Applied General Equilibrium Model for Planning and Analysis of Transportation Policies in Minas Gerais[D].Departamento de Economia/IPE, Universidade de São Paulo. São Paulo(in Portuguese), 2003.

[32] Batty M. Urban modeling in computer-graphic and Geographic Information System environments[J]. Environment and Planning,1992, 19:678-708.

[33] Birkin M. Elements of a model based Geographic Information Systems for the evaluation of urban policy[C]Geographic Information Systems. London: Belhaven Press,1990.

[34] White R, Engelen G. The use of constrained cellular automata for high-resolution modeling of urban land-use dynamics[J]. Environment and Planning B: Planning and Design,1997, 24:323-343.

[35] White R, Engelen G. Cellular automata as the basis of integrated dynamic regional modeling[J]. Environment and Planning B: Planning and Design,1997,24:235-246.

[36] Landis J. The california urban futures model: A new generation of metropolitan simulation models [J]. Environment and Planning B: Planning and Design,1994,21(4):399-420.

[37] Zhang Xinsheng,Wang Baoshan. Simulation of resident spatial behavior and urban spatial growth[J]. Journal of Image and Graphics,1998,3(2):134-139.[张新生,王宝山.居住空间行为模型与城市空间增长[J].中国图象图形学报,1998,3(2):134-139.]

[38] Li Xia, Yeh Anthony Gar-On. Constrained cellular automata for modelling sustainable urban forms[J]. Acta Geographica Sinica,1999,54(4):289-298.[黎夏,叶嘉安. 约束性单元自动演化CA模型及可持续城市发展形态的模拟[J]. 地理学报, 1999,54(4):289-298.]

[39] Li Xia, Yeh Anthony Gar-On. Principal component analysis and Cellular Automata’s application in spatial decision and Urban Simulation[J]. Science in China(Series D), 2001, (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[J]. 中国科学:D, 2001,(8):683-690.]

[40] Li Xia, Yeh Anthony Gar-On. Neural-network-based Cellular Automata for realistic and idealized urban simulation [J]. Acta Geographica Sinica, 2002, 57(2):159-166.[黎夏, 叶嘉安. 基于神经网络的单元自动机CA及真实和优化的城市模拟[J]. 地理学报,2002,57(2):159-166.]

[41] Zhang Xianfeng. Cellular Automaton based urban growth dynamics modelling and prediction[J]. Journal of Graduate School,Academia Sinica,2000,17(1):70-79.[张显峰.基于CA的城市扩展动态模拟与预测[J].中国科学院研究生院学报, 2000,17(1):70-79.]

[42] Xiao Chunsheng, Yan Shouyong, Huang Lifang, et al. The urban expanding simulation with the Cellular Automata model in Haikou [J]. City Planning Review,2002,126(18):69-73. [肖春生,阎守邕,黄丽芳,. 细胞自动机模型用于城市发展模拟的方法初探[J].城市规划, 2002,126(18):69-73. ]

[43] Du Ningrui, Deng Bing. Cellular automata and their application to modeling spatial-temporal process of urban development [J]. Engineering Journal of Wuhan University,2001,34(6):8-11.[杜宁睿, 邓冰. 细胞自动机及其在模拟城市时空演化过程中的应用[J].武汉大学学报:工学版, 2001,34(6):8-11.]

[44] He Chunyang, Shi Peijun, Chen Jin, et al. A study on land use/ cover change in Beijing area [J]. Geographical Research, 2001, 20(6):679-687.[何春阳, 史培军, 陈晋, .北京地区土地利用覆盖变化研究[J]. 地理研究, 2001, 20(6):679-687.]

[45] Chen Yanguang, Zhou Yixing. Cellular Automata and simulation of spatial complexity of urban systems: History, present situation and future [J]. Economic Geography, 2000, 20(3):35-39. [陈彦光,周一星. 细胞自动机与城市系统的空间复杂性模拟:历史、现状与前景[J]. 经济地理, 2000, 20(3):35-39.]

[46] Wang Hong, Lü Guonian, Chen Gan. Application of Cellular Automata to urban dynamic process modelling for Nanjing City [J]. Human Geography,2002,17(1):47-50.[王红, 闾国年, 陈干. 细胞自动机及在南京城市演化预测中的应用[J]. 人文地理, 2002,17(1):47-50.]

[47] Wang Chunfeng. Using RS and CA to Simulate Urban Sprawl [M]. Beijing: Survey and Mapping Press, 2002. [王春峰. 用遥感和单元自动演化方法研究城市扩展问题[M]. 北京:测绘出版社, 2002. ]

[48] Zhao Wenjie, Liu Zhaoli. The application of cellular automata in environmental sciences [J]. Journal of Northeast Normal University, 2003, 35(2):87-92. [赵文杰, 刘兆理. 元胞自动机在环境科学中的应用[J]. 东北师大学报:自然科学版, 2003, 35(2):87-92.]

[49] Xue Ling, Yang Kaizhong. Sciences of complexity and studies of evolutional simulation of regional spatial structure [J]. Geographical Research,2002,21(1):79-88.[薛领,杨开忠. 复杂性科学理论与区域空间演化模拟研究[J]. 地理研究, 2002,21(1):79-88.]

[50] Wooldridge M, Jennings R. Methodology for agent-oriented analysis and Design[C]Etzioni O,eds. Agents′99: Proceedings of the Third International Conference on Autonomous Agents. Seatlle, WA May,1998.

[51] Xue Ling. Multi-agent based Urban Spatial Evolution Simulation[D]. Beijing: Beijing University, 2002. [薛领. 基于多主体(multi-agent)的城市空间演化模拟研究[D]. 北京:北京大学,2002.]

[52] Zhang Jinmu, Wu Bo, Shen Tiyan. Research on dynamic simulation of Beijing land covering & changing by applying agent modeling [J]. Journal of East China Institute of Technology, 2004, 27(1):80-83. [张金牡,吴波,沈体雁.基于Agent 模型的北京市土地利用变化动态模拟研究[J]. 东华理工学院学报, 2004, 27(1):80-83.]

[53] Klosterman R E. Large scale urban models: Retrospect and prospect [J]. Journal of the American Planning Association 1,1994,60:36.

[54] Wang Jinfeng, Li Lianfa, Ge Yong, et al. A theoretic framework for spatial analysis [J]. Acta Geographica Sinica,2000,55(1):92-102.[王劲峰,李连发,葛咏,.地理信息空间分析的理论体系探讨[J].地理学报,2000, 55(1):92-102.]

[55] Klaus Hubacek, Laixiang Sun. Land Use Change at the National and Regional Level in China: A Scenario Analysis Based on Input-Output Modeling[R]. Interim Report of International Institute for Applied Systems Analysis (IR-00-053),2001.

[56] Klaus Hubacek, Laixiang Sun. Land Use Change in China: A Scenario Analysis based on Input-Output Modeling[R]. Interim Report of International Institute for Applied Systems Analysis (IR-99-073),2001.

[57] Tomas De La Barra, et al. Integrated land use and transportation modeling: The Tranus experience[C]Planning Support System: Integrating Geographic Information System, Models and Visualization Tools[M]. ESRI Press,2001:129-156.

[58] Maureen Kilkenny. Explicit spatial rural-urban computable general equilibrium [J]. American Journal of Agricultural Economics,1999,181(3): 647-652.

[59] Landis J. CUF, CUF II and CURBA: A family of spatially explicit urban growth and land-use policy simulation models[C]Richard K Brail, Richard E Klosterman. Planning Support Systems: Integrating Geographic Information Systems, Models and Visualization Tools. ESRI Press,2001.

[60] Landis J. Imagining land use futures: Applying the California urban futures model[J]. Journal of the American Planning Association,1995,61(4. Autumn): 438-457.

[61] Eliecer E, Vargas, Schreiner F, et al. Computer General Equilibrium Modeling For Regional Analysis[EB/OL]. http://www.rri.wvu.edu/Webbook/Schreiner/contents.htm,2006-04-25.

[62] Walter Isard, Iwan J Azis, et al. Methods of Interregional and Regional Analysis[M]. Ashgate Publishing Limited Gower House,1998.

[63] Huang Jikun. Models of agricultural policy analysis and prediction in China[C]China Applied Macro-economic Models. Beijing: China Financial & Economical Press,1999:240-262.[黄季焜. 中国农业政策分析和预测模型[C]中国实用宏观经济模型.北京:中国财政经济出版社,1999:240-262.]

[64] Huang Jikun, Li Ninghui. China’s agricultural policy simulation and projection model-CAPSIM [J]. Journal of Nanjing Agricultural University (Social Sciences Edition), 2003, 3(2):30-41. [黄季焜, 李宁辉. 中国农业政策分析和预测模型——CAPSiM[J]. 南京农业大学学报:社会科学版, 2003, 3(2):30-41.]

[65] Li Xuesong. Using CGE models to analyze impacts of WTO on China economy[J]. Quantitative and Technical Economics, 2000,17(10):21-24.[ 李雪松. 加入WTO对中国经济影响的CGE模型比较分析[J]. 数量经济技术经济研究, 2000,17(10):21-24.]

[66] Zhou Zhuohua, Yang Jun, Zhang Linhua, et al. Methods, principles and problems of CGE model’s solving [J]. Journal of Chongqing University(Natural Science Edition), 2002, 25(3):142-145. [周焯华,杨俊,张林华,. CGE模型的求解方法、原理和存在问题[J]. 重庆大学学报:自然科学版,2002,25(3):142-145.]

[67] Wu Yajun, Xuan Xiaowei. Environmental Tax Theories and Their Application in China [M]. Beijing: Economical Science Press,2002. [武亚军, 宣晓伟. 环境税经济理论及对中国的应用分析[M]. 北京:经济科学出版社,2002. ]

[68] Jiang Jinhe, Yao Yufang. Building economy-energy system models for climate change policy analysis [J]. Quantitative and Technical Economics,2002, (7):41-45. [蒋金荷,姚愉芳. 气候变化政策研究中经济能源系统模型的构建[J].数量经济技术经济研究, 2002, (7):41-45.]

[69] Zhou Jianjun, Wang Tao. Financial CGE models and their applications [J]. Financial Education and Researches,2003, (1):2-4. [周建军,王韬. 金融CGE模型研究与应用[J]. 金融教学与研究, 2003, (1):2-4.]

[70] Li Hongxin, Fu Boying. General equilibrium analysis and application pattern inquiry to environmental taxation[J]. China Population, Resources and Environment,2004,14(3):19-22. [李洪心, 付伯颖. 对环境税的一般均衡分析与应用模式探讨[J]. 中国人口·资源与环境, 2004,14(3):19-22. ]

[71] Hans Löfgren, Sherman Robinson. Spatial Networks in Multi-Region Computable General Equilibrium Models[R]. Discussion Paper No. 35 of Trade and Macroeconomics Division of International Food Policy Research Institute,1999.

[72] Alex Anas,Hyok-Joo Rhee. Curbing Excess Sprawl with Congestion Tolls and Urban Boundaries[Z]. 2004 Annual Meeting paper of North American Regional Science Association (August Seattle),2004.

[73] Wu Lun, Liu Yu, Zhang Jing, et al. Geographical Information System—Principle, Methodologies and Applications [M]. Beijing: Science Press, 2001.[邬伦,刘宇,张晶,. 理信息系统——原理、方法和应用[M]. 北京:科学出版社,2001.]

[74] Li Deren, Shao Zhenfeng, Zhu Xinyan. Spatial information multi-grid and its typical application [J]. Geomatics and Information Science of Wuhan University, 2004, 29(11): 945-950.[李德仁,邵振峰,朱欣焰. 论空间信息多级格网及其典型应用[J]. 武汉大学学报:信息科学版, 2004, 29(11): 945-950.]

[75] Shi Peijun, Song Changqing, Jing Guifei. Strengthening the study of land Use/cover change and its impact on eco-environmental security—The trend of the study of the dynamics of Human-Nature system based on “Global Change Open Science Conference 2001” in Amsterdam, Netherlands[J]. Advances in Earth Science, 2002, 17(2): 161-168. [史培军, 宋长青, 景贵飞. 加强我国土地利用/ 覆盖变化及其对生态环境安全影响的研究[J]. 地球科学进展, 2002, 17(2): 161-168.]

[76] Liu Yanhua, Ge Quansheng, Zhang Xueqin. Research of human dimensions on global environmental change in China[J]. Advances in Earth Science,2004,19(6):889-895. [刘燕华, 葛全胜, 张雪芹. 关于中国全球环境变化人文因素研究发展方向的思考[J]. 地球科学进展, 2004,19(6):889-895. ]

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