Response of a deterministic epidemiological system to a stochastically varying environment

被引:78
作者
Truscott, JE [1 ]
Gilligan, CA [1 ]
机构
[1] Univ Cambridge, Epidemiol & Modelling Grp, Dept Plant Sci, Cambridge CB2 3EA, England
关键词
D O I
10.1073/pnas.1436273100
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Fluctuations in the natural environment introduce variability into the biological systems that exist within them. In this paper, we develop a model for the influence of random fluctuations in the environment on a simple epidemiological system. The model describes the infection of a dynamic host population by an environmentally sensitive pathogen and is based on the infection of sugar beet plants by the endoparasitic slime-mold vector Polymyxa betae. The infection process is switched on only when the temperature is above a critical value. We discuss some of the problems inherent in modeling such a system and analyze the resulting model by using asymptotic techniques to generate closed-form solutions for the mean and variance of the net amount of new inoculum produced within a season. In this way, the variance of temperature profile can be linked with that of the inoculum produced in a season and hence the risk of disease. We also examine the connection between the model developed in this paper and discrete Markov-chain models for weather.
引用
收藏
页码:9067 / 9072
页数:6
相关论文
共 16 条
[1]  
Andersson H., 2000, STOCHASTIC EPIDEMIC
[2]  
[Anonymous], 1986, SEASONAL ADAPTATIONS
[3]  
ASHER MJC, 1993, SUGAR BEET CROP SCI, P313
[4]   INFECTION OF SUGAR-BEET BY POLYMYXA-BETAE IN RELATION TO SOIL-TEMPERATURE [J].
BLUNT, SJ ;
ASHER, MJC ;
GILLIGAN, CA .
PLANT PATHOLOGY, 1991, 40 (02) :257-267
[5]  
FRANSEN JJ, 1990, WHITEFLIES THEIR BIO
[6]   A MARKOV CHAIN MODEL FOR DAILY RAINFALL OCCURRENCE AT TEL-AVIV [J].
GABRIEL, KR ;
NEUMANN, J .
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 1962, 88 (375) :90-95
[7]  
Gardiner C. W., 1985, HDB STOCHASTIC METHO, V3
[8]   Soil moisture effects on entomopathogenic nematodes [J].
Grant, JA ;
Villani, MG .
ENVIRONMENTAL ENTOMOLOGY, 2003, 32 (01) :80-87
[9]   DIAPAUSE INDUCTION IN THE THRIPS PREDATOR AMBLYSEIUS-CUCUMERIS [ACARINA, PHYTOSEIIDAE] UNDER GREENHOUSE CONDITIONS [J].
MOREWOOD, WD ;
GILKESON, LA .
ENTOMOPHAGA, 1991, 36 (02) :253-263
[10]  
RENSHAW E, 1991, MODELLING BIOL POPUL