Identifying the Environmental Conditions Favouring West Nile Virus Outbreaks in Europe

被引:77
|
作者
Marcantonio, Matteo [1 ]
Rizzoli, Annapaola [1 ]
Metz, Markus [1 ]
Rosa, Roberto [1 ]
Marini, Giovanni [1 ]
Chadwick, Elizabeth [2 ]
Neteler, Markus [1 ]
机构
[1] Fdn Edmund Mach, Res & Innovat Ctr, Dept Biodivers & Mol Ecol, San Michele All Adige, Italy
[2] Cardiff Univ, Sch Biosci, Cardiff CF10 3AX, S Glam, Wales
来源
PLOS ONE | 2015年 / 10卷 / 03期
基金
欧盟第七框架计划;
关键词
CULEX-PIPIENS DIPTERA; LAND-USE; MODEL SELECTION; MOSQUITO VECTORS; CLIMATE-CHANGE; RISK; LANDSCAPE; EPIDEMIOLOGY; CULICIDAE; TRANSMISSION;
D O I
10.1371/journal.pone.0121158
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
West Nile Virus (WNV) is a globally important mosquito borne virus, with significant implications for human and animal health. The emergence and spread of new lineages, and increased pathogenicity, is the cause of escalating public health concern. Pinpointing the environmental conditions that favour WNV circulation and transmission to humans is challenging, due both to the complexity of its biological cycle, and the under-diagnosis and reporting of epidemiological data. Here, we used remote sensing and GIS to enable collation of multiple types of environmental data over a continental spatial scale, in order to model annual West Nile Fever (WNF) incidence across Europe and neighbouring countries. Multimodel selection and inference were used to gain a consensus from multiple linear mixed models. Climate and landscape were key predictors of WNF outbreaks (specifically, high precipitation in late winter/early spring, high summer temperatures, summer drought, occurrence of irrigated croplands and highly fragmented forests). Identification of the environmental conditions associated with WNF outbreaks is key to enabling public health bodies to properly focus surveillance and mitigation of West Nile virus impact, but more work needs to be done to enable accurate predictions of WNF risk.
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收藏
页数:18
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