The European Physical Journal B

, Volume 38, Issue 2, pp 381–385 | Cite as

Modeling the world-wide airport network

  • R. GuimeráEmail author
  • L. A. N. Amaral


Recently, we have presented the first exhaustive analysis of the world-wide airport network. Two important results of that study are that: (i) the world-wide airport network is a small-world network with power-law decaying degree and betweenness centrality distributions; (ii) the most connected cities (largest degree) are typically not the most central cities (largest betweenness centrality). This second finding is particularly significant because of results demonstrating that nodes with high betweenness tend to play a more important role in keeping networks connected than those with high degree. Here, we investigate if current network models can explain this finding and we show that they cannot. Thus, we propose a new model that explains this behavior in terms of the geo-political constraints that affect the growth of the airport network. We further hypothesize that in other infrastructures, affected by similar geo-political constraints, critical locations might not coincide with highly-connected hubs.


Network Model Central City Large Degree Centrality Distribution Betweenness Centrality 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


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  1. 1.
    A. Bisseur, F. Alamdari, Transportation 25, 331 (1998)CrossRefGoogle Scholar
  2. 2.
    L.P. Dana, D. Vignali, Int. Marketing Rev. 16, 278 (1999)CrossRefGoogle Scholar
  3. 3.
    B.J. Turton, C.C. Mutambirwa, Tourism Management 17, 453 (1996)CrossRefGoogle Scholar
  4. 4.
    K. Raguraman, Tourism Management 19, 533 (1998)CrossRefGoogle Scholar
  5. 5.
    Cost of the air transportation delay in Europe, Tech. rep.\/, EUROCONTROL - European Organisation for the Safety of Air Navigation (2000); [ index.html]Google Scholar
  6. 6.
    ACI Annual Worldwide Airports Traffic Reports, Tech. rep.\/, Airport Council International, Geneva (1999). []Google Scholar
  7. 7.
    F. Liljeros, C.R. Edling, L.A.N. Amaral, H.E. Stanley, Y. Aberg, Nature 411, 907 (2001)ADSCrossRefGoogle Scholar
  8. 8.
    F. Liljeros, C.R. Edling, L.A.N. Amaral, Microbes Infect. 5, 189 (2003)CrossRefGoogle Scholar
  9. 9.
    R. Guimerá, S. Mossa, A. Turtschi, L.A.N. Amaral, arxiv/cond-mat 0312535 (2003)Google Scholar
  10. 10.
    OAG MAX Database, OAG, London (2000)Google Scholar
  11. 11.
    D.J. Watts, S.H. Strogatz, Nature 393, 440 (1998)ADSCrossRefGoogle Scholar
  12. 12.
    L.A.N. Amaral, A. Scala, M. Barthelémy, H.E. Stanley, Proc. Nat. Acad. Sci. USA 97, 11149 (2000)ADSCrossRefGoogle Scholar
  13. 13.
    L.C. Freeman, Sociometry 40, 35 (1977)CrossRefGoogle Scholar
  14. 14.
    M.E.J. Newman, Phys. Rev. E 64, 016132 (2001)ADSCrossRefGoogle Scholar
  15. 15.
    A. Vázquez, R. Pastor-Satorras, A. Vespignani, Phys. Rev. E 65, 066130 (2002)ADSCrossRefGoogle Scholar
  16. 16.
    P. Holme, B.J. Kim, Phys. Rev. E 65, 056109 (2002)ADSCrossRefGoogle Scholar
  17. 17.
    K.-I. Goh, E. Oh, B. Kahng, D. Kim, Phys. Rev. E 67, 017101 (2003)ADSCrossRefGoogle Scholar
  18. 18.
    M. Barthelémy, submitted arxiv/cond-mat 0309436 (2003)Google Scholar
  19. 19.
    M. Newman, Phys. Rev. Lett. 89, 208701 (2002)ADSCrossRefGoogle Scholar
  20. 20.
    S. Dorogovtsev, J.F.F. Mendes, Europhys. Lett. 52, 33 (2000)ADSCrossRefGoogle Scholar
  21. 21.
    S.-H. Yook, H. Jeong, A.-L. Barabási, Proc. Nat. Acad. Sci. USA 99, 13382 (2002)ADSCrossRefGoogle Scholar
  22. 22.
    M. Barthelémy, Europhys. Lett. 63, 915 (2003)ADSCrossRefGoogle Scholar
  23. 23.
    M. Molloy, B. Reed, Random Structures and Algorithms 6, 161 (1995)MathSciNetCrossRefGoogle Scholar
  24. 24.
    M. Newman, S.H. Strogatz, D.J. Watts, Phys. Rev. E 64, 026118 (2001)ADSCrossRefGoogle Scholar

Copyright information

© Springer-Verlag Berlin/Heidelberg 2004

Authors and Affiliations

  1. 1.Department of Chemical and Biological EngineeringNorthwestern UniversityEvanstonUSA

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