论文

Network Analysis on Centrality of Airport System

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  • 1. Key Laboratory of Regional Sustainable Development Modeling, Chinese Academy of Sciences, Beijing 100101;
    2. Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Science, Beijing 100101;
    3. Graduate University of the Chinese Academy of Sciences, Beijing 100049

Received date: 2009-07-09

  Revised date: 2010-02-05

  Online published: 2010-03-20

Abstract

The airport system is an important component for the organization of aviation transportation. It is an effective way to analyze the constitution of air transportation and urban systems by identifying the spatial structure of airport system. Centrality is one of the basic methods. Based on network analysis, three common indices, degree centrality, closeness centrality and betweenness centrality were used to measure centrality for individual cities in the paper. That is to say, "Being central" is not limited to being connected to others, but also being close to all others and being intermediary between others. In the airport system of China, degree centrality shows the "Ding Pattern" for the top class and the "Flyover Effect" for the national network. Closeness centrality makes it measurable for the airport service. Betweenness centrality is a good measure to analyze regional hubs and the core-periphery pattern. On individual cities, Beijing and Shanghai are clearly the top two central cities in all three indices;and rankings on other cities by the betweenness centrality differ significantly from those by the degree and closeness centralities. Based on the three centrality indices, an Exploratory Weighted Method (EWM)were put forward, namely system centrality, to do a further research. The results showed the hierarchical structure with the "Ding Pattern" in the top class and the "Flyover Effect" in the national network. Besides, the spatial pattern by the system centrality accords well with the five airport clusters designed in the National Civil Airports Deployment Plan.

Cite this article

MO Hui-hui, JIN Feng-jun, LIU Yi, WANG Jiao-e . Network Analysis on Centrality of Airport System[J]. SCIENTIA GEOGRAPHICA SINICA, 2010 , 30(2) : 204 -212 . DOI: 10.13249/j.cnki.sgs.2010.02.204

References

[1] Harvey D.Airline passenger traffic pattern within the United States [J].Journey of Air Law and Commerce,1951,18:157-165.
[2] Taaffe E J,Gauthoer H L,O’Kelly M E.Geography of Transportation [M].New Jersey:Prentice Hall,1996.
[3] Jin F J,Wang F H,Liu Y.Geographic patterns of air passenger transport in China(1980-1998):Imprints of economic growth,regional inequality,and network development [J].The Professional Geographer,2004,56(4):471-487.
[4] 王姣娥,金凤君,孙 炜,等.中国机场体系的空间格局及其服务水平[J].地理学报,2006,61(8):829~838.
[5] 莫辉辉,王姣娥,金凤君.交通运输网络的复杂性研究[J].地理科学进展,2008,27(6):112~120.
[6] Taaffe E J.Air transportation and United States urban distribution [J].Geographical Review,1956,46(2):219-238.
[7] Taaffe E J.The urban hierarchy:An air passenger definition [J].Economic geography,1962,38(1):1-14.
[8] Goetz A R.Air passenger transportation and growth in the US urban system 1950-1987[J].Growth and Change,1992,217-238.
[9] Smith D A,Timberlake M.World city networks and hierarchies 1979-1999:An empirical analysis of global air travel links [J].American Behavioral Scientist,2001,44:1656-1677.
[10] Matsumoto H.International urban systems and air passenger and cargo flows:some calculations [J].Journal of Air Transport Management,2004,10:241-249.
[11] Grubesic T H,Matisziw T C,Zook M A.Global airline networks and nodal regions [J].GeoJournal,2008,71:53-66.
[12] 顾朝林.中国城镇体系:历史·现状·展望[M].北京:商务印书馆,1992.
[13] 郭文炯,白明英.中国城市航空运输职能等级及航空联系特征的实证研究[J].人文地理,1999,14(1):27~31.
[14] 周一星,胡智勇.从航空运输看中国城市体系的空间网络结构[J].地理研究,2002,21(3):276~283.
[15] 于涛方,顾朝林,李志刚.1995年以来中国城市体系格局与演变——基于航空流视角[J].地理研究,2008,27(6):1407~1418.
[16] 宋 伟,李秀伟,修春亮.基于航空客流的中国城市层级结构分析[J].地理研究,2008,27(4):917~926.
[17] 薛俊菲.基于航空网络的中国城市体系等级结构与分布格局[J].地理研究,2008,27(1):23~32.
[18] Ivy R L.The restructuring of air transport linkages in the new Europe [J].The Professional Geographer,1995,47(3):280-288.
[19] 金凤君,孙 炜,萧世伦.我国航空公司重组及其对航空网络结构的影响[J].地理科学进展,2005,24(2):59~68.
[20] O'Kelly M E.A quadratic integer program for the location of interacting hub facilities [J].European Journal of Operational Research,1987,32:393-404.
[21] O'Kelly M E.A geographer's analysis of hub and spoke networks [J].Journey of Transport Geography,1998,6(3):171-186.
[22] 金凤君.我国航空客流网络发展及其地域系统研究[J].地理研究,2001,20(1):31~39.
[23] 王法辉,金凤君,曾 光.中国航空客运网络的空间演化模式研究[J].地理科学,2003,23(5):519~525.
[24] 金凤君,王成金.轴-辐侍服理念下的中国航空网络模式构筑[J].地理学报,2005,24(5):774~784.
[25] Christaller W.德国南部中心地原理[M].常正义,王兴中,等,译.北京:商务印书馆,1998.
[26] Preston R E.Toward verification of a 'classical' centrality model [J].Tudschrift Voor Econ.En Soc.Geografle,1971,62(5):301-307.
[27] 周一星,张 莉,武 悦.城市中心性与我国城市中心性的等级体系[J].地域研究与开发,2001,20(4):1~5.
[28] Nystuen J D,Dacey M F.A graph theory interpretation of nodal regions [J].Papers and Proceedings of the Regional Science Association,1961,7:29-42.
[29] Irwin M D,Hughes H L.Centrality and the structure of urban interaction:Measures,Concepts,and Applications[J].Social Forces,1992,71(1):17-51.
[30] 王 林,张婧婧.复杂网络的中心化[J].复杂系统与复杂性科学,2006,3(1):13~20.
[31] Brandes U.Erlebach T.Network Analysis:Methodological Foundations [M].Berlin,German:Springer-Verlage,2005.
[32] Freeman L C.Centrality in social networks:conceptual clarification [J].Social Networks,1978/79,1:215-239.
[33] Shaw S L.Hub structures of major US passenger airlines [J].Journal of Transport Geography,1997,1(1):47-58.
[34] Shimbel A.Structural parameters of communication networks [J].Bulletin of Mathematical Biophysics,1953,15:501-507.
[35] Garrison W L.Connectivity of the interstate highway system.Papers and Proceedings of the Regional Science Association,1960,6:121-137.
[36] Pitts F R.A graph theoretic approach to historical geography[J].The Professional Geographer,1965,17(5):15-20.
[37] Bavelas A.A mathematical model for group structure [J].Human Organization,1948,7:16-30.
[38] Freeman L C.A set of measures of centrality based on betweenness [J].Sociometry,1977,40(1):35-41.
[39] Pitts F R.The medieval river trade network of Russia revisited [J].Social Networks,1978/79,1:285-292.
[40] Fleming D K,Hayuth Y.Spatial characteristics of transportation hubs:centrality and intermediacy [J].Journal of Transport Geography,1994,2(l):3-18.
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