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Assessing the interplay between human mobility and mosquito borne diseases in urban environments
Urbanization drives the epidemiology of infectious diseases to many threats and new challenges. In this research, we study the interplay between human mobility and dengue outbreaks in the complex urban environment of the city-state of Singapore. We integrate both stylized and mobile phone data-drive...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6858332/ https://www.ncbi.nlm.nih.gov/pubmed/31729435 http://dx.doi.org/10.1038/s41598-019-53127-z |
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author | Massaro, Emanuele Kondor, Daniel Ratti, Carlo |
author_facet | Massaro, Emanuele Kondor, Daniel Ratti, Carlo |
author_sort | Massaro, Emanuele |
collection | PubMed |
description | Urbanization drives the epidemiology of infectious diseases to many threats and new challenges. In this research, we study the interplay between human mobility and dengue outbreaks in the complex urban environment of the city-state of Singapore. We integrate both stylized and mobile phone data-driven mobility patterns in an agent-based transmission model in which humans and mosquitoes are represented as agents that go through the epidemic states of dengue. We monitor with numerical simulations the system-level response to the epidemic by comparing our results with the observed cases reported during the 2013 and 2014 outbreaks. Our results show that human mobility is a major factor in the spread of vector-borne diseases such as dengue even on the short scale corresponding to intra-city distances. We finally discuss the advantages and the limits of mobile phone data and potential alternatives for assessing valuable mobility patterns for modeling vector-borne diseases outbreaks in cities. |
format | Online Article Text |
id | pubmed-6858332 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-68583322019-11-27 Assessing the interplay between human mobility and mosquito borne diseases in urban environments Massaro, Emanuele Kondor, Daniel Ratti, Carlo Sci Rep Article Urbanization drives the epidemiology of infectious diseases to many threats and new challenges. In this research, we study the interplay between human mobility and dengue outbreaks in the complex urban environment of the city-state of Singapore. We integrate both stylized and mobile phone data-driven mobility patterns in an agent-based transmission model in which humans and mosquitoes are represented as agents that go through the epidemic states of dengue. We monitor with numerical simulations the system-level response to the epidemic by comparing our results with the observed cases reported during the 2013 and 2014 outbreaks. Our results show that human mobility is a major factor in the spread of vector-borne diseases such as dengue even on the short scale corresponding to intra-city distances. We finally discuss the advantages and the limits of mobile phone data and potential alternatives for assessing valuable mobility patterns for modeling vector-borne diseases outbreaks in cities. Nature Publishing Group UK 2019-11-15 /pmc/articles/PMC6858332/ /pubmed/31729435 http://dx.doi.org/10.1038/s41598-019-53127-z Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Massaro, Emanuele Kondor, Daniel Ratti, Carlo Assessing the interplay between human mobility and mosquito borne diseases in urban environments |
title | Assessing the interplay between human mobility and mosquito borne diseases in urban environments |
title_full | Assessing the interplay between human mobility and mosquito borne diseases in urban environments |
title_fullStr | Assessing the interplay between human mobility and mosquito borne diseases in urban environments |
title_full_unstemmed | Assessing the interplay between human mobility and mosquito borne diseases in urban environments |
title_short | Assessing the interplay between human mobility and mosquito borne diseases in urban environments |
title_sort | assessing the interplay between human mobility and mosquito borne diseases in urban environments |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6858332/ https://www.ncbi.nlm.nih.gov/pubmed/31729435 http://dx.doi.org/10.1038/s41598-019-53127-z |
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