Colizza Vittoria, Vespignani Alessandro
Complex Networks Lagrange Laboratory, Institute for Scientific Interchange, Torino, Italy.
Phys Rev Lett. 2007 Oct 5;99(14):148701. doi: 10.1103/PhysRevLett.99.148701.
We study the dynamics of epidemic and reaction-diffusion processes in metapopulation models with heterogeneous connectivity patterns. In susceptible-infected-removed-like processes, along with the standard local epidemic threshold, the system exhibits a global invasion threshold. We provide an explicit expression of the threshold that sets a critical value of the diffusion/mobility rate below, which the epidemic is not able to spread to a macroscopic fraction of subpopulations. The invasion threshold is found to be affected by the topological fluctuations of the metapopulation network. The results presented provide a general framework for the understanding of the effect of travel restrictions in epidemic containment.
我们研究了具有异质连接模式的集合种群模型中流行病和反应扩散过程的动力学。在类似易感-感染-移除的过程中,除了标准的局部流行阈值外,系统还表现出一个全局入侵阈值。我们给出了该阈值的显式表达式,该表达式设定了扩散/迁移率的一个临界值,低于此值时流行病无法传播到宏观比例的子种群。发现入侵阈值受集合种群网络拓扑波动的影响。所呈现的结果为理解旅行限制在疫情控制中的作用提供了一个通用框架。