Stochastic dynamics of cholera epidemics

被引:19
|
作者
Azaele, Sandro [1 ,2 ]
Maritan, Amos [3 ,4 ]
Bertuzzo, Enrico [5 ,6 ]
Rodriguez-Iturbe, Ignacio [1 ]
Rinaldo, Andrea [5 ,6 ,7 ]
机构
[1] Princeton Univ, Dept Civil & Environm Engn, Princeton, NJ 08544 USA
[2] Univ Leeds, Inst Integrat & Comparat Biol, Leeds LS2 9JT, W Yorkshire, England
[3] Univ Padua, Dipartimento Fis G Galilei, I-35151 Padua, Italy
[4] Univ Padua, Ist Nazl Fis Nucl, I-35151 Padua, Italy
[5] Ecole Polytech Fed Lausanne, Fac ENAC, ECHO ISTE ENAC, Lab Ecohydrol, Lausanne Ch, Switzerland
[6] Ecole Polytech Fed Lausanne, Fac ENAC, ECHO IEE ENAC, Lab Ecohydrol, Lausanne Ch, Switzerland
[7] Univ Padua, Dipartimento IMAGE, I-35131 Padua, Italy
基金
瑞士国家科学基金会;
关键词
INFECTIOUS-DISEASE; GLOBAL CLIMATE; OUTBREAKS; DURATION; PERIOD;
D O I
10.1103/PhysRevE.81.051901
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
We describe the predictions of an analytically tractable stochastic model for cholera epidemics following a single initial outbreak. The exact model relies on a set of assumptions that may restrict the generality of the approach and yet provides a realm of powerful tools and results. Without resorting to the depletion of susceptible individuals, as usually assumed in deterministic susceptible-infected-recovered models, we show that a simple stochastic equation for the number of ill individuals provides a mechanism for the decay of the epidemics occurring on the typical time scale of seasonality. The model is shown to provide a reasonably accurate description of the empirical data of the 2000/2001 cholera epidemic which took place in the Kwa Zulu-Natal Province, South Africa, with possibly notable epidemiological implications.
引用
收藏
页数:6
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