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数学建模与卫生和季节因素对霍乱传播影响的数值模拟。

Mathematical modelling and numerical simulations of the influence of hygiene and seasons on the spread of cholera.

机构信息

The University Institute of Technology, University of Ngaoundere, Cameroon.

The Faculty of Sciences of University of Ngaoundere, PO Box 454 Ngaoundere, Cameroon.

出版信息

Math Biosci. 2018 Feb;296:60-70. doi: 10.1016/j.mbs.2017.12.004. Epub 2017 Dec 13.

Abstract

Cholera is a bacterial disease, its spread is strongly influenced by environmental factors and some socio-economic factors such as hygiene standards and nutrition of the population. This paper is devoted to the modelling of the impact of climatic factors and human behaviour on the spread of cholera. The mathematical modelling incorporates the direct transmission and the indirect transmission due to environmental knowledge. Taking into account the effect of the intra-annual variation of climatic factors on the transmission of cholera, a non-autonomous ordinary differential equations is proposed to describe the dynamics of the transmission of cholera. When the intra-annual variation of climate is not incorporated into the model, the latter becomes autonomous. The basic reproductive number is calculated and the stabilities of equilibria are investigated. In the non-autonomous case, the disease extinction and uniform persistence of disease are investigated. The results suggest that the transmission and spread of cholera can be affected by climatic factors, the proportion of the undernourished individuals and the proportion of people who respect the hygiene standards. Finally, some numerical simulations are proposed using the parameters values of climatic factors and socio-economic factors of some localities situated in Lake Chad border between Chad, Cameroon and Nigeria.

摘要

霍乱是一种细菌性疾病,其传播受到环境因素和一些社会经济因素的强烈影响,如人口的卫生标准和营养状况。本文致力于建立模型来研究气候因素和人类行为对霍乱传播的影响。数学模型考虑了直接传播和由于环境知识而产生的间接传播。考虑到年内气候变化对霍乱传播的影响,提出了一个非自治常微分方程来描述霍乱传播的动力学。当不将年内气候变化纳入模型时,模型成为自治的。计算了基本再生数,并研究了平衡点的稳定性。在非自治的情况下,研究了疾病的灭绝和疾病的均匀持续存在。结果表明,气候因素、营养不良人口的比例和遵守卫生标准的人口的比例都可能影响霍乱的传播和流行。最后,使用位于乍得、喀麦隆和尼日利亚之间的乍得湖沿岸的一些地方的气候因素和社会经济因素的参数值,提出了一些数值模拟。

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