The Role of China Rail Network in SARS-CoV-2 Transmission and Intervention

Rui Xue, Siqi Sun, Dongsheng Yang, Xiao-ning Ma, Ming-rui Dai
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Abstract

The rail can be competitive with car and air travel in terms of costs and journey time in countries with developed rail networks. However, it may potentially play a role in facilitating pandemic spread when encountering SARS-CoV-2. Mainly focusing on the role of rail traffic, this research constructs a 2-layer China rail network topological model based on collected China rail data, identifying 3 dynamic transmission scenarios. Then introduces the rail mobility rate into the traditional dynamic transmission model in epidemiology to fit the model for rail transportation. Finally, taking SARS-CoV-2 as an example, the transmission dynamics of sars-cov-2 is studied by simulation experiments, and the orbital movement rate control in different scenarios is measured as one of the potential interventions. Experiment outcomes lead to some managerial insights that (1) with an initial outbreak on the core layer, a faster response is required, while with an eruption on the periphery layer, more appropriate reactions and interventions are encouraged. (2) Adjusting the rail mobility rate of periphery transmission can be used to delay the local outbreak of SARS-CoV-2 in previously unaffected regions.
中国铁路网在SARS-CoV-2传播与干预中的作用
在铁路网络发达的国家,铁路在成本和旅行时间方面可以与汽车和航空旅行竞争。然而,当遇到SARS-CoV-2时,它可能会在促进大流行传播方面发挥作用。本研究主要围绕轨道交通的作用,基于收集到的中国轨道交通数据,构建了两层的中国轨道交通网络拓扑模型,识别了3种动态传输场景。然后在传统的流行病学动态传播模型中引入铁路机动性,拟合轨道交通模型。最后,以SARS-CoV-2为例,通过模拟实验研究了SARS-CoV-2的传播动力学,并将不同场景下的轨道运动速率控制作为可能的干预措施之一。实验结果为管理提供了一些启示:(1)核心层爆发时,需要更快的反应,而外围层爆发时,则鼓励更适当的反应和干预。(2)通过调整周边传播的铁路流动率,可以延缓原未受影响地区的局部暴发。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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