title: Environmental and entomological factors determining Ross River virus activity in the River Murray Valley of South Australia.
abstract: OBJECTIVE
  1) To determine whether environmental and mosquito abundance variables could be used to explain fluctuations in the activity of Ross River (RR) virus, in the River Murray Valley of South Australia (SA). 2) To develop models at the local government spatial scale to understand local variability in RR activity factors.
  
  
  METHODS
  Notification data of RR virus positive serology, mosquito surveillance, meteorological and river height data were analysed for the period 1999 to 2006. Stepwise multiple regression was used to determine significant environmental factors and to create descriptive models.
  
  
  RESULTS
  The three models developed for different regions of the Valley explained significant amounts of variation in notification rates (R(2) 0.77 - 0.98). Regional variation in the models was observed, with differences in significant mosquito species evident. Rainfall was a significant predictor of RR virus activity in two of the models, while the height of the River Murray was significant in the third. An overall model for the entire SA section of the Valley contained only time-lagged mosquito abundance variables (R(2) 0.52).
  
  
  CONCLUSIONS
  Although rainfall, river height and mosquito abundance are significant factors in determining RR virus activity, there are regional differences in this relationship.
  
  
  CONCLUSIONS
  The regional variability of RR virus activity drivers has been defined, and has implications for the forecasting of future activity in this part of SA. The models provided here can provide the foundation for an effective RR virus early warning system, but only if criteria for action, lines of responsibility and the resources required have been determined.
authors.affiliation: Sansom Institute, University of South Australia, Australia. craig.williams@unisa.edu.au
authors.forename: Craig R
authors.initials: CR
authors.lastname: Williams
authors.forename: Stephen R
authors.initials: SR
authors.lastname: Fricker
authors.forename: Michael J
authors.initials: MJ
authors.lastname: Kokkinn
mesh_terms: D018354:Alphavirus Infections / Q000453:epidemiology*; D000818:Animals; D009033:Culicidae / Q000254:growth & development; D018563:Disease Notification; D004772:Entomology; D004784:Environmental Monitoring; D062665:Epidemiological Monitoring; D006801:Humans; D012044:Regression Analysis; D012398:Ross River virus / Q000302:isolation & purification*; D013021:South Australia / Q000453:epidemiology