The complex network of global cargo ship movements

被引:678
作者
Kaluza, Pablo [1 ]
Koelzsch, Andrea [1 ]
Gastner, Michael T. [1 ]
Blasius, Bernd [1 ]
机构
[1] Carl von Ossietzky Univ Oldenburg, Inst Chem & Biol Marine Environm, D-26111 Oldenburg, Germany
关键词
complex network; cargo ships; bioinvasion; transportation; TRANSPORTATION NETWORK; INVASIONS; DISTRIBUTIONS; CENTRALITY; EPIDEMIC; SPREAD;
D O I
10.1098/rsif.2009.0495
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Transportation networks play a crucial role in human mobility, the exchange of goods and the spread of invasive species. With 90 per cent of world trade carried by sea, the global network of merchant ships provides one of the most important modes of transportation. Here, we use information about the itineraries of 16 363 cargo ships during the year 2007 to construct a network of links between ports. We show that the network has several features that set it apart from other transportation networks. In particular, most ships can be classified into three categories: bulk dry carriers, container ships and oil tankers. These three categories do not only differ in the ships' physical characteristics, but also in their mobility patterns and networks. Container ships follow regularly repeating paths whereas bulk dry carriers and oil tankers move less predictably between ports. The network of all ship movements possesses a heavy-tailed distribution for the connectivity of ports and for the loads transported on the links with systematic differences between ship types. The data analysed in this paper improve current assumptions based on gravity models of ship movements, an important step towards understanding patterns of global trade and bioinvasion.
引用
收藏
页码:1093 / 1103
页数:11
相关论文
共 51 条
[1]   Statistical mechanics of complex networks [J].
Albert, R ;
Barabási, AL .
REVIEWS OF MODERN PHYSICS, 2002, 74 (01) :47-97
[2]  
[Anonymous], BIOL INVASIONS
[3]   Emergence of scaling in random networks [J].
Barabási, AL ;
Albert, R .
SCIENCE, 1999, 286 (5439) :509-512
[4]   The architecture of complex weighted networks [J].
Barrat, A ;
Barthélemy, M ;
Pastor-Satorras, R ;
Vespignani, A .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (11) :3747-3752
[5]   Modeling urban street patterns [J].
Barthelemy, Marc ;
Flammini, Alessandro .
PHYSICAL REVIEW LETTERS, 2008, 100 (13)
[6]   Epidemic spreading in correlated complex networks -: art. no. 047104 [J].
Boguñá, M ;
Pastor-Satorras, R .
PHYSICAL REVIEW E, 2002, 66 (04) :4
[7]   Topological patterns in street networks of self-organized urban settlements [J].
Buhl, J. ;
Gautrais, J. ;
Reeves, N. ;
Sole, R. V. ;
Valverde, S. ;
Kuntz, P. ;
Theraulaz, G. .
EUROPEAN PHYSICAL JOURNAL B, 2006, 49 (04) :513-522
[8]  
Burnham K.P., 1998, Model selection and interference: a practical information-theoretic approach
[9]   ECOLOGICAL ROULETTE - THE GLOBAL TRANSPORT OF NONINDIGENOUS MARINE ORGANISMS [J].
CARLTON, JT ;
GELLER, JB .
SCIENCE, 1993, 261 (5117) :78-82
[10]   Power-Law Distributions in Empirical Data [J].
Clauset, Aaron ;
Shalizi, Cosma Rohilla ;
Newman, M. E. J. .
SIAM REVIEW, 2009, 51 (04) :661-703