气候变化下周期性输入Ornstein-Uhlenbeck温蜱传播耦合机制建模

IF 2.1 3区 医学 Q2 PARASITOLOGY Acta tropica Pub Date : 2025-01-01 DOI:10.1016/j.actatropica.2024.107490
Ning Wang, Shengqiang Liu
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引用次数: 0

摘要

鉴于气候变化的迅速加剧,研究气候变化对蜱传疾病传播机制的影响势在必行。为了充分捕捉季节温度变化、环境干扰和共食传播对蜱传疾病传播的影响,我们提出了一种新的随机动力学模型,该模型将均值回归的Ornstein-Uhlenbeck温度方程与周期性输入耦合到蜱传疾病模型中。通过理论分析,导出了蜱种群灭绝和蜱传疾病根除的充分条件,以及系统的随机持续条件。数值模拟结果表明,周期性的Ornstein-Uhlenbeck温度方程能较好地拟合中国低、中、高纬地区的实际温度数据。风险评估发现,从空间上看,低纬度地区蜱传疾病风险较高,需要加强控制措施;从时间的角度来看,与过去相比,如果不采取预防措施,目前阶段出现蜱传疾病的风险更大。此外,我们观察到蜱种群环境噪声越大,有利于蜱种群的灭绝,而较小的温度波动、受感染宿主和蜱的噪声以及较高的温度回归率更容易导致蜱传疾病的灭绝。这些发现为理解气候变化对蜱传疾病传播机制的影响提供了至关重要的见解。
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Modeling of periodic input Ornstein–Uhlenbeck temperature-tick-borne disease transmission coupling mechanism under climate change
Given the rapid increase in climate change, investigating the impact of climate change on the transmission mechanism of tick-borne diseases is imperative. In order to fully capture the influence of the seasonal variation of temperature, environmental disturbances and the co-feeding transmission on the spread of tick-borne diseases, we propose a novel stochastic dynamical model that couples the mean-reverting Ornstein–Uhlenbeck temperature equation with periodic input to the tick-borne disease model. Through theoretical analysis, we derive sufficient conditions for the extinction of tick populations and the eradication of tick-borne diseases, as well as the stochastic persistence conditions of the system. In numerical simulations, we find that the periodic Ornstein–Uhlenbeck temperature equation can effectively fit the actual temperature data in low, medium, and high latitude regions of China. In risk assessment, we find that at the spatial perspective, low-latitude areas have a higher risk of tick-borne diseases, requiring enhanced control measures; from a temporal perspective, compared to the past, the current stage presents a greater risk of tick-borne diseases when preventive measures are not implemented. Additionally, we observe that larger noise of environment for tick populations favors the extinction of tick populations, while smaller temperature fluctuations, noise on infected hosts and ticks, as well as higher temperature regression rate, are more likely to lead to the extinction of tick-borne diseases. These findings provide crucial insights into understanding the impact of climate change on the transmission mechanism of tick-borne diseases.
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来源期刊
Acta tropica
Acta tropica 医学-寄生虫学
CiteScore
5.40
自引率
11.10%
发文量
383
审稿时长
37 days
期刊介绍: Acta Tropica, is an international journal on infectious diseases that covers public health sciences and biomedical research with particular emphasis on topics relevant to human and animal health in the tropics and the subtropics.
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