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The impact of Brazil’s transport network on the spread of COVID-19
The transport network between cities is key in understanding epidemic outbreaks, especially in a vast country like Brazil with 5569 cities spread out over 8.5 million square kilometers. In order to study the COVID-19 spread in Brazil, we built a transport network where each city is a node and the ed...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9906601/ https://www.ncbi.nlm.nih.gov/pubmed/36755064 http://dx.doi.org/10.1038/s41598-022-27139-1 |
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author | Silva, Giovanna Cavali Ribeiro, Evandro Marcos Saidel |
author_facet | Silva, Giovanna Cavali Ribeiro, Evandro Marcos Saidel |
author_sort | Silva, Giovanna Cavali |
collection | PubMed |
description | The transport network between cities is key in understanding epidemic outbreaks, especially in a vast country like Brazil with 5569 cities spread out over 8.5 million square kilometers. In order to study the COVID-19 spread in Brazil, we built a transport network where each city is a node and the edges are connections by land and air. Our findings have shown that by adding air connections, the average path length substantially decreases (70%) while the clustering coefficient remains almost unchanged, very typical of small-world networks. The airways are shortcuts connecting previously distant cities and hubs, therefore shrinking the distances in the network. Also, the cities with airports are central nodes, which makes them dissemination hotspots and key targets for interventions. |
format | Online Article Text |
id | pubmed-9906601 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-99066012023-02-08 The impact of Brazil’s transport network on the spread of COVID-19 Silva, Giovanna Cavali Ribeiro, Evandro Marcos Saidel Sci Rep Article The transport network between cities is key in understanding epidemic outbreaks, especially in a vast country like Brazil with 5569 cities spread out over 8.5 million square kilometers. In order to study the COVID-19 spread in Brazil, we built a transport network where each city is a node and the edges are connections by land and air. Our findings have shown that by adding air connections, the average path length substantially decreases (70%) while the clustering coefficient remains almost unchanged, very typical of small-world networks. The airways are shortcuts connecting previously distant cities and hubs, therefore shrinking the distances in the network. Also, the cities with airports are central nodes, which makes them dissemination hotspots and key targets for interventions. Nature Publishing Group UK 2023-02-08 /pmc/articles/PMC9906601/ /pubmed/36755064 http://dx.doi.org/10.1038/s41598-022-27139-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Silva, Giovanna Cavali Ribeiro, Evandro Marcos Saidel The impact of Brazil’s transport network on the spread of COVID-19 |
title | The impact of Brazil’s transport network on the spread of COVID-19 |
title_full | The impact of Brazil’s transport network on the spread of COVID-19 |
title_fullStr | The impact of Brazil’s transport network on the spread of COVID-19 |
title_full_unstemmed | The impact of Brazil’s transport network on the spread of COVID-19 |
title_short | The impact of Brazil’s transport network on the spread of COVID-19 |
title_sort | impact of brazil’s transport network on the spread of covid-19 |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9906601/ https://www.ncbi.nlm.nih.gov/pubmed/36755064 http://dx.doi.org/10.1038/s41598-022-27139-1 |
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