title: Predicting geographical human risk of West Nile virus--Saskatchewan, 2003 and 2007.
abstract: OBJECTIVE
  To detail the use of a model to predict areas of low, medium, and high risk of West Nile virus (WNV) in humans in both 2003 and 2007 in the province of Saskatchewan. To identify consistent high-risk areas from year to year as well as important environmental variables within those high-risk areas.
  
  
  METHODS
  The number of laboratory-confirmed WNV individuals was obtained from Saskatchewan Health by rural municipality. The population at risk was obtained from Statistics Canada by rural municipality. Climate and habitat variables were incorporated into a discriminant analysis model with the production of risk maps as an end product.
  
  
  RESULTS
  The discriminant analysis models had testing classification accuracies of 67% in 2003 and 44% in 2007. Climate and habitat variables remained important in all models while some habitat variables were less important in 2007. Risk maps from historically trained 2007 model revealed a southwest to northeast decreasing trend of risk.
  
  
  CONCLUSIONS
  The models could be useful for indicating areas of high risk on a year-to-year basis or based on historical data. High-risk regions are characterized by less rainfall in June and July followed by higher temperatures in July and August with less vegetation and water coverage than low-risk regions.
authors.affiliation: Large Animal Clinical Sciences, Western College of Veterinary Medicine, University of Saskatchewan, Saskatoon, SK. tasha.epp@usask.ca
authors.forename: Tasha Y
authors.initials: TY
authors.lastname: Epp
authors.forename: Cheryl L
authors.initials: CL
authors.lastname: Waldner
authors.forename: Olaf
authors.initials: O
authors.lastname: Berke
mesh_terms: D000818:Animals; D004196:Disease Outbreaks; D005843:Geography; D006801:Humans; D008962:Models, Theoretical; D015999:Multivariate Analysis; D011159:Population Surveillance; D011634:Public Health; D018570:Risk Assessment; D012307:Risk Factors; D012525:Saskatchewan / Q000453:epidemiology; D014901:West Nile Fever / Q000453:epidemiology* / Q000635:transmission; D015047:Zoonoses / Q000453:epidemiology