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Critical Behavior In Cellular Automata Animal Disease Transmission Model

Author

Listed:
  • P. D. MORLEY

    (General Dynamics Advanced Information Systems, National Systems Group, 14700 Lee Road Chantilly, VA 20151, USA)

  • JULIUS CHANG

    (Strategic Analysis Inc., 3601 Wilson Blvd, Suite 500, Arlington, VA 22201, USA)

Abstract

Using cellular automata model, we simulate the British Government Policy (BGP) in the 2001 foot and mouth epidemic in Great Britain. When clinical symptoms of the disease appeared in a farm, there is mandatory slaughter (culling) of all livestock in an infected premise (IP). Those farms in the neighboring of an IP (contiguous premise, CP), are also culled, aka nearest neighbor interaction. Farms where the disease may be prevalent from animal, human, vehicle or airborne transmission (dangerous contact, DC), are additionally culled, aka next-to-nearest neighbor interactions and lightning factor. The resulting mathematical model possesses a phase transition, whereupon if the physical disease transmission kernel exceeds a critical value, catastrophic loss of animals ensues. The nonlocal disease transport probability can be as low as 0.01% per day and the disease can still be in the high mortality phase. We show that the fundamental equation for sustainable disease transport is the criticality equation for neutron fission cascade. Finally, we calculate that the percentage of culled animals that are actually healthy is ≈30%.

Suggested Citation

  • P. D. Morley & Julius Chang, 2004. "Critical Behavior In Cellular Automata Animal Disease Transmission Model," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 15(01), pages 149-162.
  • Handle: RePEc:wsi:ijmpcx:v:15:y:2004:i:01:n:s0129183104005589
    DOI: 10.1142/S0129183104005589
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    Cited by:

    1. Yassemi, S. & Dragićević, S. & Schmidt, M., 2008. "Design and implementation of an integrated GIS-based cellular automata model to characterize forest fire behaviour," Ecological Modelling, Elsevier, vol. 210(1), pages 71-84.

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