Measles metapopulation dynamics: A gravity model for epidemiological coupling and dynamics

被引:230
作者
Xia, YC [1 ]
Bjornstad, ON
Grenfell, BT
机构
[1] Natl Univ Singapore, Dept Stat & Appl Probabil, Singapore 117548, Singapore
[2] Penn State Univ, Dept Entomol, University Pk, PA 16802 USA
[3] Penn State Univ, Dept Biol, University Pk, PA 16802 USA
[4] Univ Cambridge, Dept Zool, Cambridge CB2 3EJ, England
关键词
gravity models; measles; SIR model; phase difference; TSIR model; wavelet;
D O I
10.1086/422341
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Infectious diseases provide a particularly clear illustration of the spatiotemporal underpinnings of consumer-resource dynamics. The paradigm is provided by extremely contagious, acute, immunizing childhood infections. Partially synchronized, unstable oscillations are punctuated by local extinctions. This, in turn, can result in spatial differentiation in the timing of epidemics and, depending on the nature of spatial contagion, may result in traveling waves. Measles epidemics are one of a few systems documented well enough to reveal all of these properties and how they are affected by spatiotemporal variations in population structure and demography. On the basis of a gravity coupling model and a time series susceptible-infected-recovered (TSIR) model for local dynamics, we propose a metapopulation model for regional measles dynamics. The model can capture all the major spatiotemporal properties in prevaccination epidemics of measles in England and Wales.
引用
收藏
页码:267 / 281
页数:15
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