A Sensitivity Analysis of an Integrated Modelling Approach to Assess the Risk of Wind-borne Spread of Foot-and-mouth Disease Virus from Infected Premises |
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Authors: | G. D. Hess M. G. Garner X. Yang |
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Affiliation: | (1) CSIRO Marine and Atmospheric Research, Private Mail Bag 1, Aspendale is, Melbourne, Victoria, 3195, Australia;(2) Epidemiology and Modelling Section, Office of the Chief Veterinary officer, Department of Agriculture, Fisheries and Forestry, PO Box 858, Canberra, ACT 2601, Australia;(3) Bureau of Meteorology Research Centre, GPO Box 1289K, Melbourne, VIC 3001, Australia |
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Abstract: | 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. |
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Keywords: | Foot-and-mouth disease FMD Wind spread Virus strains Parameter Model Risk Exposure assessment Sensitivity |
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