Population dispersion and equilibrium infection frequency in a spatial epidemic

被引:27
作者
Duryea, M
Caraco, T [1 ]
Gardner, G
Maniatty, W
Szymanski, BK
机构
[1] SUNY Albany, Dept Biol Sci, Albany, NY 12222 USA
[2] Rensselaer Polytech Inst, Dept Comp Sci, Troy, NY 12180 USA
来源
PHYSICA D | 1999年 / 132卷 / 04期
关键词
cellular automaton; mean-field approximation; simulation study; spatial epidemic;
D O I
10.1016/S0167-2789(99)00059-7
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Spatially detailed epidemic models commonly invoke probabilistic cellular automata to predict population-level consequences of localized interactions between infectious and susceptible individuals. Most such models equate local and global host density; the resulting spatial uniformity implies that each individual interacts with the same number of neighbors. However, many natural populations exhibit a heterogeneous spatial dispersion, so that the number of contacts capable of transmitting an infection will vary among interaction neighborhoods. We analyze the impact of this variation with a probabilistic cellular automaton that simulates a spatial epidemic with recovery. We find that increasing spatial heterogeneity in host density decreases the frequency of infection at endemic equilibrium, and consequently increases the divergence between mean-field predictions and observed levels of infection. (C)1999 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:511 / 519
页数:9
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