Sensitivity Analysis of an Integrated Modelling Approach to Assess the Risk of Wind-borne Spread of Foot-and-mouth Disease Virus from Infected Premises

• Published in: Environmental modeling & assessment Vol. 13; no. 2; pp. 209 - 220
• Main Authors: Hess, G. D, Garner, M. G, Yang, X
• Format: Journal Article
• Language: English
• Published: Dordrecht Dordrecht : Springer Netherlands 01.05.2008; Springer Netherlands; Springer Nature B.V
• Subjects: Aging; Agriculture; Animals; Applications of Mathematics; Beef; Cattle; Earth and Environmental Science; Environment; Epidemics; exposure assessment; Farms; FMD; Foot & mouth disease; foot-and-mouth disease; Foot-and-mouth disease virus; Hogs; Humidity; Infections; Math. Appl. in Environmental Science; Mathematical Modeling and Industrial Mathematics; Operations Research/Decision Theory; Oral diseases; Parameter; Relative humidity; Risk; Risk assessment; Sensitivity; Sensitivity analysis; Studies; Temperature effects; Virus strains; Viruses; Wind; Wind spread; Australia; Wind spread; Sensitivity; Virus strains; Model; Parameter; Risk; Foot-and-mouth disease; FMD; Exposure assessment
• ISSN: 1420-2026; 1573-2967
• DOI: 10.1007/s10666-007-9097-3

The sensitivity of an integrated model to assess the potential for wind-borne spread of foot-and-mouth disease (FMD) to variations in key parameters controlling different physical and biological processes was evaluated. The estimated number of farms at risk is sensitive to the virus strain used and the accompanying effective contact rate. The C Noville strain increased the estimated number of exposed farms ranked as high and medium risk of being infected by a factor of 5, compared to the baseline, based on the O UKG 2001 strain. The inclusion of a model for biological ageing of the virus can also have a significant effect on the concentration patterns arising from transport and dispersion of the virus. Its inclusion has the practical advantage of markedly reducing the time required for the calculations. The estimated number of farms affected by exposure to high and medium virus concentrations is not grossly sensitive to attenuation caused by temperature or relative humidity effects. Changes in susceptibility to infection, as determined by the parameter θ in the exposure-risk model, does not change the configuration of the virus plumes, but it does change the distribution of farms at risk by risk category. These findings suggest that a good understanding of characteristics (excretion rates from infected animals, susceptibility of different species to infection, virus survival, etc.) of the virus strain involved in an FMD outbreak is necessary to provide a reliable assessment of the risk of wind-borne spread. In the event of an incursion of FMD, provision for laboratory studies on the virus will be an essential component of the disease response and should be factored into contingency plans.