Mathematical assessment of the role of temperature and rainfall on mosquito population dynamics

被引:52
作者
Abdelrazec, Ahmed [1 ,2 ]
Gumel, Abba B. [1 ]
机构
[1] Arizona State Univ, Sch Math & Stat Sci, Tempe, AZ 85287 USA
[2] King Fahd Univ Petr & Minerals, Math & Stat Dept, Dhahran 31261, Saudi Arabia
基金
美国国家科学基金会;
关键词
Mosquitoes; Climate change; Hopf bifurcation; Autonomous and non-autonomous model; Culex; BASIC REPRODUCTION NUMBER; DRIVEN ABUNDANCE MODEL; SENSITIVITY-ANALYSIS; MATURATION DELAY; NONLINEAR BIRTH; TRANSMISSION; MALARIA; SUITABILITY; THRESHOLD; CULICIDAE;
D O I
10.1007/s00285-016-1054-9
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
A new stage-structured model for the population dynamics of the mosquito (a major vector for numerous vector-borne diseases), which takes the form of a deterministic system of non-autonomous nonlinear differential equations, is designed and used to study the effect of variability in temperature and rainfall on mosquito abundance in a community. Two functional forms of eggs oviposition rate, namely the Verhulst-Pearl logistic and Maynard-Smith-Slatkin functions, are used. Rigorous analysis of the autonomous version of the model shows that, for any of the oviposition functions considered, the trivial equilibrium of the model is locally- and globally-asymptotically stable if a certain vectorial threshold quantity is less than unity. Conditions for the existence and global asymptotic stability of the non-trivial equilibrium solutions of the model are also derived. The model is shown to undergo a Hopf bifurcation under certain conditions (and that increased density-dependent competition in larval mortality reduces the likelihood of such bifurcation). The analyses reveal that the Maynard-Smith-Slatkin oviposition function sustains more oscillations than the Verhulst-Pearl logistic function (hence, it is more suited, from ecological viewpoint, for modeling the egg oviposition process). The non-autonomous model is shown to have a globally-asymptotically stable trivial periodic solution, for each of the oviposition functions, when the associated reproduction threshold is less than unity. Furthermore, this model, in the absence of density-dependent mortality rate for larvae, has a unique and globally-asymptotically stable periodic solution under certain conditions. Numerical simulations of the non-autonomous model, using mosquito surveillance and weather data from the Peel region of Ontario, Canada, show a peak mosquito abundance for temperature and rainfall values in the range C and [15-35] mm, respectively. These ranges are recorded in the Peel region between July and August (hence, this study suggests that anti-mosquito control effects should be intensified during this period).
引用
收藏
页码:1351 / 1395
页数:45
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