Comparing prevention strategies for pathogen control in heterogeneous surface touch networks

IF 7.6 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY
Zihan Hao , Nan Zhang , Congying Li , Jialuo Tang , Shenglan Xiao , Yuguo Li
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Abstract

Surface contact is a key pathway for pathogen transmission, amplified by the scale-free, heterogeneous structure of real-world surface touch networks. This study used mean-field theory to develop a dynamic model comparing three prevention strategies—random cleaning, targeted cleaning, and targeted inactivation strategy—in controlling pathogen spread. Parameterized with restaurant touch data, the model reveals that each strategy requires a minimum cleaning frequency threshold for effective contamination control. Targeted cleaning and targeted inactivation consistently achieve lower thresholds than random cleaning, requiring less frequent intervention to maintain control. In the restaurant network, random cleaning needs a critical cleaning frequency of 2.34/min, while targeted cleaning and targeted inactivation achieve lower thresholds of 1.28/min and 1.27/min, respectively. When cleaning frequency falls below these thresholds, targeted inactivation demonstrates superior contamination control, with the proportion of contaminated surfaces approaching zero when the prevention fraction reaches approximately 0.05. The relative performance of random versus targeted cleaning under insufficient frequency varies with network parameters such as heterogeneity and coverage. Early intervention timing further enhances all strategies' efficacy. These findings provide modeling-based insights for selecting optimal surface prevention strategies based on network characteristics and resource constraints in indoor environments.
异质表面接触网络中病原控制的预防策略比较
表面接触是病原体传播的关键途径,被现实世界表面接触网络的无标度、异质结构放大。本研究利用平均场理论建立了一个动态模型,比较了三种预防策略——随机清洁、定向清洁和定向灭活策略——在控制病原体传播方面的效果。该模型与餐厅触摸数据进行参数化,结果表明每种策略都需要一个最小的清洁频率阈值来有效控制污染。与随机清洗相比,定向清洗和定向失活的阈值始终较低,需要较少的干预来维持控制。在餐厅网络中,随机清洗需要2.34/min的临界清洗频率,而定向清洗和定向失活的阈值较低,分别为1.28/min和1.27/min。当清洗频率低于这些阈值时,目标灭活表明污染控制效果较好,当预防分数达到约0.05时,污染表面的比例接近于零。在频率不足的情况下,随机清洗与目标清洗的相对性能随网络参数(如异构性和覆盖范围)而变化。早期干预时机进一步提高了所有策略的有效性。这些发现为在室内环境中选择基于网络特征和资源约束的最佳地面防护策略提供了基于建模的见解。
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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来源期刊
Building and Environment
Building and Environment 工程技术-工程:环境
CiteScore
12.50
自引率
23.00%
发文量
1130
审稿时长
27 days
期刊介绍: Building and Environment, an international journal, is dedicated to publishing original research papers, comprehensive review articles, editorials, and short communications in the fields of building science, urban physics, and human interaction with the indoor and outdoor built environment. The journal emphasizes innovative technologies and knowledge verified through measurement and analysis. It covers environmental performance across various spatial scales, from cities and communities to buildings and systems, fostering collaborative, multi-disciplinary research with broader significance.
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