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A study of the U.S. domestic air transportation network: temporal evolution of network topology and robustness from 2001 to 2016
The U.S. air transportation network (ATN) is critical to the mobility and the functioning of the United States. It is thus necessary to ensure that it is well-connected, efficient, robust, and secure. Despite extensive research on its topology, the temporal evolution of the network’s robustness rema...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7790598/ http://dx.doi.org/10.1007/s12198-020-00227-x |
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author | Siozos-Rousoulis, Leonidas Robert, Dimitri Verbeke, Wouter |
author_facet | Siozos-Rousoulis, Leonidas Robert, Dimitri Verbeke, Wouter |
author_sort | Siozos-Rousoulis, Leonidas |
collection | PubMed |
description | The U.S. air transportation network (ATN) is critical to the mobility and the functioning of the United States. It is thus necessary to ensure that it is well-connected, efficient, robust, and secure. Despite extensive research on its topology, the temporal evolution of the network’s robustness remains largely unexplored. In the present paper, a methodology is proposed to identify long-term trends in the evolution of the network’s topology and robustness over time. The study of the U.S. domestic ATN’s robustness was performed based on annual flight data from 1996 to 2016 and network analytics were used to examine the effects of restructuring that followed the 9/11 events. Centrality measures were computed and a node deletion method was applied to assess the network’s tolerance to a targeted attack scenario. The outcome of this study indicated that the 9/11 terrorist attacks triggered vast restructuring of the network, in terms of efficiency and security. Air traffic expanded, as new airports and air routes were introduced, allowing the network to recover rapidly and become more efficient. Security concerns resulted in significant improvement of the network’s robustness. Since 2001, the global traffic and topological properties of the U.S. ATN have displayed continuous growth, due to the network’s expansion. On the other hand, the results suggest that although the system’s ability to sustain its operational level under extreme circumstances has lately improved, its tolerance to targeted attacks has deteriorated. The presented methodology has shown its potential to be applied on different network levels or different transportation networks, in order to provide a general perspective of the system’s vulnerabilities. |
format | Online Article Text |
id | pubmed-7790598 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-77905982021-01-08 A study of the U.S. domestic air transportation network: temporal evolution of network topology and robustness from 2001 to 2016 Siozos-Rousoulis, Leonidas Robert, Dimitri Verbeke, Wouter J Transp Secur Article The U.S. air transportation network (ATN) is critical to the mobility and the functioning of the United States. It is thus necessary to ensure that it is well-connected, efficient, robust, and secure. Despite extensive research on its topology, the temporal evolution of the network’s robustness remains largely unexplored. In the present paper, a methodology is proposed to identify long-term trends in the evolution of the network’s topology and robustness over time. The study of the U.S. domestic ATN’s robustness was performed based on annual flight data from 1996 to 2016 and network analytics were used to examine the effects of restructuring that followed the 9/11 events. Centrality measures were computed and a node deletion method was applied to assess the network’s tolerance to a targeted attack scenario. The outcome of this study indicated that the 9/11 terrorist attacks triggered vast restructuring of the network, in terms of efficiency and security. Air traffic expanded, as new airports and air routes were introduced, allowing the network to recover rapidly and become more efficient. Security concerns resulted in significant improvement of the network’s robustness. Since 2001, the global traffic and topological properties of the U.S. ATN have displayed continuous growth, due to the network’s expansion. On the other hand, the results suggest that although the system’s ability to sustain its operational level under extreme circumstances has lately improved, its tolerance to targeted attacks has deteriorated. The presented methodology has shown its potential to be applied on different network levels or different transportation networks, in order to provide a general perspective of the system’s vulnerabilities. Springer US 2021-01-08 2021 /pmc/articles/PMC7790598/ http://dx.doi.org/10.1007/s12198-020-00227-x Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC part of Springer Nature 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Siozos-Rousoulis, Leonidas Robert, Dimitri Verbeke, Wouter A study of the U.S. domestic air transportation network: temporal evolution of network topology and robustness from 2001 to 2016 |
title | A study of the U.S. domestic air transportation network: temporal evolution of network topology and robustness from 2001 to 2016 |
title_full | A study of the U.S. domestic air transportation network: temporal evolution of network topology and robustness from 2001 to 2016 |
title_fullStr | A study of the U.S. domestic air transportation network: temporal evolution of network topology and robustness from 2001 to 2016 |
title_full_unstemmed | A study of the U.S. domestic air transportation network: temporal evolution of network topology and robustness from 2001 to 2016 |
title_short | A study of the U.S. domestic air transportation network: temporal evolution of network topology and robustness from 2001 to 2016 |
title_sort | study of the u.s. domestic air transportation network: temporal evolution of network topology and robustness from 2001 to 2016 |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7790598/ http://dx.doi.org/10.1007/s12198-020-00227-x |
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