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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...

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Autores principales: Aguilar-Madera, Carlos G., Espinosa-Paredes, Gilberto, Herrera-Hernández, E.C., Briones Carrillo, Jorge A., Valente Flores-Cano, J., Matías-Pérez, Víctor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Authors. Published by Elsevier B.V. 2021
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.
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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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