The Impact of Weather Conditions on Culex pipiens and Culex restuans (Diptera: Culicidae) Abundance: A Case Study in Peel Region

被引:61
|
作者
Wang, Jiafeng [1 ]
Ogden, Nick H. [2 ]
Zhu, Huaiping [1 ]
机构
[1] York Univ, LAMPS CDM, Dept Math & Stat, Toronto, ON M3J 1P3, Canada
[2] Publ Hlth Agcy Canada, Zoonoses Div, Ctr Food Borne Environm & Zoonot Infect Dis, Ottawa, ON K1A 0K9, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
mosquito abundance; temperature; precipitation; climate; generalized linear model; WEST-NILE-VIRUS; CLIMATE; TEMPERATURE; POPULATIONS; MOSQUITOS; VECTORS; COUNTY; TIME;
D O I
10.1603/ME10117
中图分类号
Q96 [昆虫学];
学科分类号
摘要
Mosquito populations are sensitive to long-term variations in climate and short-term variations in weather. Mosquito abundance is a key determinant of outbreaks of mosquito-borne diseases, such as West Nile virus (WNV). In this work, the short-term impact of weather conditions (temperature and precipitation) on Culex pipiens L. Culex restuans Theobald mosquito abundance in Peel Region, Ontario, Canada, was investigated using the 2002-2009 mosquito data collected from the WNV surveillance program managed by Ontario Ministry of Health and Long-Term Care and a gamma-generalized linear model. There was a clear association between weather conditions (temperature and precipitation) and mosquito abundance, which allowed the definition of threshold criteria for temperature and precipitation conditions for mosquito population growth. A predictive statistical model for mosquito population based on weather conditions was calibrated using real weather and mosquito surveillance data, and validated using a subset of surveillance data. Results showed that WNV vector abundance on any one day could be predicted with reasonable accuracy from relationships with mean degree-days > 9 degrees C over the 11 preceding days, and precipitation 35 d previously. This finding provides optimism for the development of weather-generated forecasting for WNV risk that could be used in decision support systems for interventions such as mosquito control.
引用
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页码:468 / 475
页数:8
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