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The spreading of Covid-19 in Mexico: A diffusional approach
In this work, we analyze the spreading of Covid-19 in Mexico using the spatial SEIRD epidemiologic model. We use the information of the 32 regions (States) that conform the country, such as population density, verified infected cases, and deaths in each State. We extend the SEIRD compartmental epide...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Authors. Published by Elsevier B.V.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8294753/ https://www.ncbi.nlm.nih.gov/pubmed/34312590 http://dx.doi.org/10.1016/j.rinp.2021.104555 |
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author | Aguilar-Madera, Carlos G. Espinosa-Paredes, Gilberto Herrera-Hernández, E.C. Briones Carrillo, Jorge A. Valente Flores-Cano, J. Matías-Pérez, Víctor |
author_facet | Aguilar-Madera, Carlos G. Espinosa-Paredes, Gilberto Herrera-Hernández, E.C. Briones Carrillo, Jorge A. Valente Flores-Cano, J. Matías-Pérez, Víctor |
author_sort | Aguilar-Madera, Carlos G. |
collection | PubMed |
description | In this work, we analyze the spreading of Covid-19 in Mexico using the spatial SEIRD epidemiologic model. We use the information of the 32 regions (States) that conform the country, such as population density, verified infected cases, and deaths in each State. We extend the SEIRD compartmental epidemiologic with diffusion mechanisms in the exposed and susceptible populations. We use the Fickian law with the diffusion coefficient proportional to the population density to encompass the diffusion effects. The numerical results suggest that the epidemiologic model demands time-dependent parameters to incorporate non-monotonous behavior in the actual data in the global dynamic. The diffusional model proposed in this work has great potential in predicting the virus spreading on different scales, i.e., local, national, and between countries, since the complete reduction in people mobility is impossible. |
format | Online Article Text |
id | pubmed-8294753 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Authors. Published by Elsevier B.V. |
record_format | MEDLINE/PubMed |
spelling | pubmed-82947532021-07-22 The spreading of Covid-19 in Mexico: A diffusional approach Aguilar-Madera, Carlos G. Espinosa-Paredes, Gilberto Herrera-Hernández, E.C. Briones Carrillo, Jorge A. Valente Flores-Cano, J. Matías-Pérez, Víctor Results Phys Article In this work, we analyze the spreading of Covid-19 in Mexico using the spatial SEIRD epidemiologic model. We use the information of the 32 regions (States) that conform the country, such as population density, verified infected cases, and deaths in each State. We extend the SEIRD compartmental epidemiologic with diffusion mechanisms in the exposed and susceptible populations. We use the Fickian law with the diffusion coefficient proportional to the population density to encompass the diffusion effects. The numerical results suggest that the epidemiologic model demands time-dependent parameters to incorporate non-monotonous behavior in the actual data in the global dynamic. The diffusional model proposed in this work has great potential in predicting the virus spreading on different scales, i.e., local, national, and between countries, since the complete reduction in people mobility is impossible. The Authors. Published by Elsevier B.V. 2021-08 2021-07-16 /pmc/articles/PMC8294753/ /pubmed/34312590 http://dx.doi.org/10.1016/j.rinp.2021.104555 Text en © 2021 The Authors Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Aguilar-Madera, Carlos G. Espinosa-Paredes, Gilberto Herrera-Hernández, E.C. Briones Carrillo, Jorge A. Valente Flores-Cano, J. Matías-Pérez, Víctor The spreading of Covid-19 in Mexico: A diffusional approach |
title | The spreading of Covid-19 in Mexico: A diffusional approach |
title_full | The spreading of Covid-19 in Mexico: A diffusional approach |
title_fullStr | The spreading of Covid-19 in Mexico: A diffusional approach |
title_full_unstemmed | The spreading of Covid-19 in Mexico: A diffusional approach |
title_short | The spreading of Covid-19 in Mexico: A diffusional approach |
title_sort | spreading of covid-19 in mexico: a diffusional approach |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8294753/ https://www.ncbi.nlm.nih.gov/pubmed/34312590 http://dx.doi.org/10.1016/j.rinp.2021.104555 |
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