Analysis of the air cargo transport network using a complex network theory perspective

被引:99
作者
Bombelli, Alessandro [1 ,2 ]
Santos, Bruno F. [1 ]
Tavasszy, Lorant [2 ,3 ]
机构
[1] Delft Univ Technol, Fac Aerosp Engn, Air Transport & Operat, Bldg 62,Kluyverweg 1, NL-2629 HS Delft, Netherlands
[2] Fac Civil Engn & Geosci, Transport & Planning, Bldg 23,Stevinweg 1, NL-2628 CN Delft, Netherlands
[3] Fac Technol Policy & Management, Engn Syst & Serv, Bldg 31,Jaffalaan 5, NL-2628 BX Delft, Netherlands
关键词
Air cargo transport network; Complex network theory; Integrators; Network topology; Network nobustness; Hub-and-spoke; Betweenness centrality; COMMUNITY STRUCTURE; CENTRALITY; VULNERABILITY; CONNECTIVITY; ALGORITHM; SCALE; FEDEX;
D O I
10.1016/j.tre.2020.101959
中图分类号
F [经济];
学科分类号
02 ;
摘要
In this paper, we present a complex network analysis of the air transport network using the air cargo, instead of the passenger, perspective. To the best of our knowledge, this is the first work where a global cargo network comprising passenger airlines, full-cargo airlines, and integrators' capacity was studied. We used estimated yearly cargo capacity between airport pairs as input to the model. After assessing network characteristics of the sub-networks representing different carrier types, the full network was obtained as a super-imposition of the individual sub-networks. The resulting network has both small-world and scale-free characteristics. Its topological properties resulted in a higher flow imbalance and concentration with respect to its passenger counterpart, with a smaller characteristic path length and diameter. This result is consistent with the larger catchment area of cargo airports, which heavily rely on road feeder services for the ground leg. Finally, we showed how different attack strategies result in hubs of hub-and-spoke systems or airports behaving as bridges between communities being attacked first. We believe this work to be of relevance both for academics and for practitioners in an era where, due to the soaring of e-commerce and next day delivery, new players are entering the air cargo business and competition is constantly increasing.
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页数:21
相关论文
共 43 条
[1]  
[Anonymous], ACI BLOG
[2]  
[Anonymous], DC VELOCITY
[3]  
[Anonymous], AIRCARGOWORLD
[4]  
[Anonymous], AIRCARGONEWS
[5]  
[Anonymous], FREIGHTWAVES
[6]  
[Anonymous], IAR
[7]  
[Anonymous], AVIATION NEWS
[8]   Emergence of scaling in random networks [J].
Barabási, AL ;
Albert, R .
SCIENCE, 1999, 286 (5439) :509-512
[9]   Scale-Free Networks: A Decade and Beyond [J].
Barabasi, Albert-Laszlo .
SCIENCE, 2009, 325 (5939) :412-413
[10]   On the properties of small-world network models [J].
Barrat, A ;
Weigt, M .
EUROPEAN PHYSICAL JOURNAL B, 2000, 13 (03) :547-560