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具有季节性的 COVID-19 疫情模型分析。

Analysis of a COVID-19 Epidemic Model with Seasonality.

机构信息

Department of Mathematics and Statistics, Memorial University of Newfoundland, St. John's, NL, A1C 5S7, Canada.

School of Science, Chang'an University, Xi'an, 710064, China.

出版信息

Bull Math Biol. 2022 Nov 11;84(12):146. doi: 10.1007/s11538-022-01105-4.

Abstract

The statistics of COVID-19 cases exhibits seasonal fluctuations in many countries. In this paper, we propose a COVID-19 epidemic model with seasonality and define the basic reproduction number [Formula: see text] for the disease transmission. It is proved that the disease-free equilibrium is globally asymptotically stable when [Formula: see text], while the disease is uniformly persistent and there exists at least one positive periodic solution when [Formula: see text]. Numerically, we observe that there is a globally asymptotically stable positive periodic solution in the case of [Formula: see text]. Further, we conduct a case study of the COVID-19 transmission in the USA by using statistical data.

摘要

许多国家的 COVID-19 病例统计数据呈现季节性波动。在本文中,我们提出了一个具有季节性的 COVID-19 传染病模型,并定义了疾病传播的基本再生数 [Formula: see text]。证明了当 [Formula: see text] 时,无病平衡点全局渐近稳定,而当 [Formula: see text] 时,疾病是一致持久的,并且存在至少一个正周期解。数值上,我们观察到在 [Formula: see text] 的情况下存在全局渐近稳定的正周期解。此外,我们通过使用统计数据对美国的 COVID-19 传播进行了案例研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/391e/9651129/2d5b803f1ecb/11538_2022_1105_Fig1_HTML.jpg

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