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A Spatial Kinetic Model of Crowd Evacuation Dynamics with Infectious Disease Contagion
This paper proposes a kinetic theory approach coupling together the modeling of crowd evacuation from a bounded domain with exit doors and infectious disease contagion. The spatial movement of individuals in the crowd is modeled by a proper description of the interactions with people in the crowd an...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9937870/ https://www.ncbi.nlm.nih.gov/pubmed/36806994 http://dx.doi.org/10.1007/s11538-023-01127-6 |
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author | Agnelli, Juan Pablo Buffa, Bruno Knopoff, Damián Torres, Germán |
author_facet | Agnelli, Juan Pablo Buffa, Bruno Knopoff, Damián Torres, Germán |
author_sort | Agnelli, Juan Pablo |
collection | PubMed |
description | This paper proposes a kinetic theory approach coupling together the modeling of crowd evacuation from a bounded domain with exit doors and infectious disease contagion. The spatial movement of individuals in the crowd is modeled by a proper description of the interactions with people in the crowd and the environment, including walls and exits. At the same time, interactions among healthy and infectious individuals may generate disease spreading if exposure time is long enough. Immunization of the population and individual awareness to contagion is considered as well. Interactions are modeled by tools of game theory, that let us propose the so-called tables of games that are introduced in the general kinetic equations. The proposed model is qualitatively studied and, through a series of case studies, we explore different scenarios related to crowding and gathering formation within indoor venues under the spread of a respiratory infectious disease, obtaining insights on specific policies to reduce contagion that may be implemented. |
format | Online Article Text |
id | pubmed-9937870 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-99378702023-02-21 A Spatial Kinetic Model of Crowd Evacuation Dynamics with Infectious Disease Contagion Agnelli, Juan Pablo Buffa, Bruno Knopoff, Damián Torres, Germán Bull Math Biol Original Article This paper proposes a kinetic theory approach coupling together the modeling of crowd evacuation from a bounded domain with exit doors and infectious disease contagion. The spatial movement of individuals in the crowd is modeled by a proper description of the interactions with people in the crowd and the environment, including walls and exits. At the same time, interactions among healthy and infectious individuals may generate disease spreading if exposure time is long enough. Immunization of the population and individual awareness to contagion is considered as well. Interactions are modeled by tools of game theory, that let us propose the so-called tables of games that are introduced in the general kinetic equations. The proposed model is qualitatively studied and, through a series of case studies, we explore different scenarios related to crowding and gathering formation within indoor venues under the spread of a respiratory infectious disease, obtaining insights on specific policies to reduce contagion that may be implemented. Springer US 2023-02-18 2023 /pmc/articles/PMC9937870/ /pubmed/36806994 http://dx.doi.org/10.1007/s11538-023-01127-6 Text en © The Author(s), under exclusive licence to Society for Mathematical Biology 2023, Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. 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 | Original Article Agnelli, Juan Pablo Buffa, Bruno Knopoff, Damián Torres, Germán A Spatial Kinetic Model of Crowd Evacuation Dynamics with Infectious Disease Contagion |
title | A Spatial Kinetic Model of Crowd Evacuation Dynamics with Infectious Disease Contagion |
title_full | A Spatial Kinetic Model of Crowd Evacuation Dynamics with Infectious Disease Contagion |
title_fullStr | A Spatial Kinetic Model of Crowd Evacuation Dynamics with Infectious Disease Contagion |
title_full_unstemmed | A Spatial Kinetic Model of Crowd Evacuation Dynamics with Infectious Disease Contagion |
title_short | A Spatial Kinetic Model of Crowd Evacuation Dynamics with Infectious Disease Contagion |
title_sort | spatial kinetic model of crowd evacuation dynamics with infectious disease contagion |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9937870/ https://www.ncbi.nlm.nih.gov/pubmed/36806994 http://dx.doi.org/10.1007/s11538-023-01127-6 |
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