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Intermunicipal travel networks of Mexico during the COVID-19 pandemic
Human mobility networks are widely used for diverse studies in geography, sociology, and economics. In these networks, nodes usually represent places or regions and links refer to movement between them. They become essential when studying the spread of a virus, the planning of transit, or society’s...
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/PMC10214328/ https://www.ncbi.nlm.nih.gov/pubmed/37237051 http://dx.doi.org/10.1038/s41598-023-35542-5 |
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author | Fontanelli, Oscar Guzmán, Plinio Meneses-Viveros, Amilcar Hernández-Alvarez, Alfredo Flores-Garrido, Marisol Olmedo-Alvarez, Gabriela Hernández-Rosales, Maribel Anda-Jáuregui, Guillermo de |
author_facet | Fontanelli, Oscar Guzmán, Plinio Meneses-Viveros, Amilcar Hernández-Alvarez, Alfredo Flores-Garrido, Marisol Olmedo-Alvarez, Gabriela Hernández-Rosales, Maribel Anda-Jáuregui, Guillermo de |
author_sort | Fontanelli, Oscar |
collection | PubMed |
description | Human mobility networks are widely used for diverse studies in geography, sociology, and economics. In these networks, nodes usually represent places or regions and links refer to movement between them. They become essential when studying the spread of a virus, the planning of transit, or society’s local and global structures. Therefore, the construction and analysis of human mobility networks are crucial for a vast number of real-life applications. This work presents a collection of networks that describe the human travel patterns between municipalities in Mexico in the 2020–2021 period. Using anonymized mobile location data, we constructed directed, weighted networks representing the volume of travels between municipalities. We analysed changes in global, local, and mesoscale network features. We observe that changes in these features are associated with factors such as COVID-19 restrictions and population size. In general, the implementation of restrictions at the start of the COVID-19 pandemic in early 2020, induced more intense changes in network features than later events, which had a less notable impact in network features. These networks will result very useful for researchers and decision-makers in the areas of transportation, infrastructure planning, epidemic control and network science at large. |
format | Online Article Text |
id | pubmed-10214328 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-102143282023-05-28 Intermunicipal travel networks of Mexico during the COVID-19 pandemic Fontanelli, Oscar Guzmán, Plinio Meneses-Viveros, Amilcar Hernández-Alvarez, Alfredo Flores-Garrido, Marisol Olmedo-Alvarez, Gabriela Hernández-Rosales, Maribel Anda-Jáuregui, Guillermo de Sci Rep Article Human mobility networks are widely used for diverse studies in geography, sociology, and economics. In these networks, nodes usually represent places or regions and links refer to movement between them. They become essential when studying the spread of a virus, the planning of transit, or society’s local and global structures. Therefore, the construction and analysis of human mobility networks are crucial for a vast number of real-life applications. This work presents a collection of networks that describe the human travel patterns between municipalities in Mexico in the 2020–2021 period. Using anonymized mobile location data, we constructed directed, weighted networks representing the volume of travels between municipalities. We analysed changes in global, local, and mesoscale network features. We observe that changes in these features are associated with factors such as COVID-19 restrictions and population size. In general, the implementation of restrictions at the start of the COVID-19 pandemic in early 2020, induced more intense changes in network features than later events, which had a less notable impact in network features. These networks will result very useful for researchers and decision-makers in the areas of transportation, infrastructure planning, epidemic control and network science at large. Nature Publishing Group UK 2023-05-26 /pmc/articles/PMC10214328/ /pubmed/37237051 http://dx.doi.org/10.1038/s41598-023-35542-5 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 Fontanelli, Oscar Guzmán, Plinio Meneses-Viveros, Amilcar Hernández-Alvarez, Alfredo Flores-Garrido, Marisol Olmedo-Alvarez, Gabriela Hernández-Rosales, Maribel Anda-Jáuregui, Guillermo de Intermunicipal travel networks of Mexico during the COVID-19 pandemic |
title | Intermunicipal travel networks of Mexico during the COVID-19 pandemic |
title_full | Intermunicipal travel networks of Mexico during the COVID-19 pandemic |
title_fullStr | Intermunicipal travel networks of Mexico during the COVID-19 pandemic |
title_full_unstemmed | Intermunicipal travel networks of Mexico during the COVID-19 pandemic |
title_short | Intermunicipal travel networks of Mexico during the COVID-19 pandemic |
title_sort | intermunicipal travel networks of mexico during the covid-19 pandemic |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10214328/ https://www.ncbi.nlm.nih.gov/pubmed/37237051 http://dx.doi.org/10.1038/s41598-023-35542-5 |
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