Temporal Characteristics of the Chinese Aviation Network and their Effects on the Spread of Infectious Diseases

Abstract Aviation transportation systems have developed rapidly in recent years and have become a focus for research on the modeling of epidemics. However, despite the number of studies on aggregated topological structures and their effects on the spread of disease, the temporal sequence of flights...

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Autores principales:	Jianhong Mou, Chuchu Liu, Saran Chen, Ge Huang, Xin Lu
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2017
Materias:	Medicine R Science Q
Acceso en línea:	https://doaj.org/article/3c0f95bfb3fa429f87557769beddb9ba
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spelling	oai:doaj.org-article:3c0f95bfb3fa429f87557769beddb9ba2021-12-02T16:06:48ZTemporal Characteristics of the Chinese Aviation Network and their Effects on the Spread of Infectious Diseases10.1038/s41598-017-01380-52045-2322https://doaj.org/article/3c0f95bfb3fa429f87557769beddb9ba2017-04-01T00:00:00Zhttps://doi.org/10.1038/s41598-017-01380-5https://doaj.org/toc/2045-2322Abstract Aviation transportation systems have developed rapidly in recent years and have become a focus for research on the modeling of epidemics. However, despite the number of studies on aggregated topological structures and their effects on the spread of disease, the temporal sequence of flights that connect different airports have not been examined. In this study, to analyze the temporal pattern of the Chinese Aviation Network (CAN), we obtain a time series of topological statistics through sliding the temporal CAN with an hourly time window. In addition, we build two types of Susceptible-Infectious (SI) spreading models to study the effects of linking sequence and temporal duration on the spread of diseases. The results reveal that the absence of links formed by flights without alternatives at dawn and night causes a significant decrease in the centralization of the network. The temporal sparsity of linking sequence slows down the spread of disease on CAN, and the duration of flights intensifies the sensitiveness of CAN to targeted infection. The results are of great significance for further understanding of the aviation network and the dynamic process, such as the propagation of delay.Jianhong MouChuchu LiuSaran ChenGe HuangXin LuNature PortfolioarticleMedicineRScienceQENScientific Reports, Vol 7, Iss 1, Pp 1-9 (2017)
institution	DOAJ
collection	DOAJ
language	EN
topic	Medicine R Science Q
spellingShingle	Medicine R Science Q Jianhong Mou Chuchu Liu Saran Chen Ge Huang Xin Lu Temporal Characteristics of the Chinese Aviation Network and their Effects on the Spread of Infectious Diseases
description	Abstract Aviation transportation systems have developed rapidly in recent years and have become a focus for research on the modeling of epidemics. However, despite the number of studies on aggregated topological structures and their effects on the spread of disease, the temporal sequence of flights that connect different airports have not been examined. In this study, to analyze the temporal pattern of the Chinese Aviation Network (CAN), we obtain a time series of topological statistics through sliding the temporal CAN with an hourly time window. In addition, we build two types of Susceptible-Infectious (SI) spreading models to study the effects of linking sequence and temporal duration on the spread of diseases. The results reveal that the absence of links formed by flights without alternatives at dawn and night causes a significant decrease in the centralization of the network. The temporal sparsity of linking sequence slows down the spread of disease on CAN, and the duration of flights intensifies the sensitiveness of CAN to targeted infection. The results are of great significance for further understanding of the aviation network and the dynamic process, such as the propagation of delay.
format	article
author	Jianhong Mou Chuchu Liu Saran Chen Ge Huang Xin Lu
author_facet	Jianhong Mou Chuchu Liu Saran Chen Ge Huang Xin Lu
author_sort	Jianhong Mou
title	Temporal Characteristics of the Chinese Aviation Network and their Effects on the Spread of Infectious Diseases
title_short	Temporal Characteristics of the Chinese Aviation Network and their Effects on the Spread of Infectious Diseases
title_full	Temporal Characteristics of the Chinese Aviation Network and their Effects on the Spread of Infectious Diseases
title_fullStr	Temporal Characteristics of the Chinese Aviation Network and their Effects on the Spread of Infectious Diseases
title_full_unstemmed	Temporal Characteristics of the Chinese Aviation Network and their Effects on the Spread of Infectious Diseases
title_sort	temporal characteristics of the chinese aviation network and their effects on the spread of infectious diseases
publisher	Nature Portfolio
publishDate	2017
url	https://doaj.org/article/3c0f95bfb3fa429f87557769beddb9ba
work_keys_str_mv	AT jianhongmou temporalcharacteristicsofthechineseaviationnetworkandtheireffectsonthespreadofinfectiousdiseases AT chuchuliu temporalcharacteristicsofthechineseaviationnetworkandtheireffectsonthespreadofinfectiousdiseases AT saranchen temporalcharacteristicsofthechineseaviationnetworkandtheireffectsonthespreadofinfectiousdiseases AT gehuang temporalcharacteristicsofthechineseaviationnetworkandtheireffectsonthespreadofinfectiousdiseases AT xinlu temporalcharacteristicsofthechineseaviationnetworkandtheireffectsonthespreadofinfectiousdiseases
_version_	1718384836566056960

Temporal Characteristics of the Chinese Aviation Network and their Effects on the Spread of Infectious Diseases

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