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Application of Comparative Dynamics in Stochastic Invasive Species Management in Agricultural Production

Author

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  • Lu, Liang
  • Elbakidze, Levan
Abstract
In this study, we formulate a stochastic dynamic framework for pest control over the growing season taking into account forecasts of weather conditions and pest infestation expectations. Using stochastic envelope theorem and stochastic comparative dynamics, we analytically show how the stochastic correlation between the prediction errors should affect optimal pesticide usage path. As a case study, we apply the analytical results of the paper for pesticide use in the Palouse region of Washington where pea aphid is the primary threat for lentil production. By stochastic dynamic programming, our simulation shows the optimal dimethoate usage path, which illustrates our findings in the analytical part.

Suggested Citation

  • Lu, Liang & Elbakidze, Levan, 2012. "Application of Comparative Dynamics in Stochastic Invasive Species Management in Agricultural Production," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 124971, Agricultural and Applied Economics Association.
    • Handle: RePEc:ags:aaea12:124971
    DOI: 10.22004/ag.econ.124971
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    References listed on IDEAS

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    1. Cobourn, Kelly M. & Burrack, Hannah J. & Goodhue, Rachael E. & Williams, Jeffrey C. & Zalom, Frank G., 2011. "Implications of simultaneity in a physical damage function," Journal of Environmental Economics and Management, Elsevier, vol. 62(2), pages 278-289, September.
    2. Chang,Fwu-Ranq, 2009. "Stochastic Optimization in Continuous Time," Cambridge Books, Cambridge University Press, number 9780521541947, September.
    3. Thomas L. Marsh & Ray G. Huffaker & Garrell E. Long, 2000. "Optimal Control of Vector-Virus-Plant Interactions: The Case of Potato Leafroll Virus Net Necrosis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(3), pages 556-569.
    4. Greg Hertzler, 1991. "Dynamic Decisions under Risk: Application of Ito Stochastic Control in Agriculture," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 73(4), pages 1126-1137.
    5. Zhang, Wei & Swinton, Scott M., 2009. "Incorporating natural enemies in an economic threshold for dynamically optimal pest management," Ecological Modelling, Elsevier, vol. 220(9), pages 1315-1324.
    6. Richard M. Adams & Stephen Polasky, 1998. "The Value of El Niño Forecasts in the Management of Salmon: A Stochastic Dynamic Assessment," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(4), pages 765-777.
    7. Lars J. Olson & Santanu Roy, 2002. "The Economics of Controlling a Stochastic Biological Invasion," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(5), pages 1311-1316.
    8. LaFrance, Jeffrey T. & Barney, L. Dwayne, 1991. "The envelope theorem in dynamic optimization," Journal of Economic Dynamics and Control, Elsevier, vol. 15(2), pages 355-385, April.
    9. Zivin, Joshua & Hueth, Brent M. & Zilberman, David, 2000. "Managing a Multiple-Use Resource: The Case of Feral Pig Management in California Rangeland," Journal of Environmental Economics and Management, Elsevier, vol. 39(2), pages 189-204, March.
    10. Glenn Fox & Alfons Weersink, 1995. "Damage Control and Increasing Returns," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 77(1), pages 33-39.
    11. T.J. Richards & J. Eaves & M. Manfredo & S.E. Naranjo & C.-C. Chu & T.J. Henneberry, 2008. "Spatial-Temporal Model of Insect Growth, Diffusion and Derivative Pricing," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(4), pages 962-978.
    12. David Sunding & Joshua Zivin, 2000. "Insect Population Dynamics, Pesticide Use, and Farmworker Health," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(3), pages 527-540.
    13. Jean-Daniel M. Saphores, 2000. "The Economic Threshold with a Stochastic Pest Population: A Real Options Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(3), pages 541-555.
    14. Hertzler, Greg, 1991. "Dynamic Decisions Under Risk: Applications of Ito Stochastic Control in Agriculture," 1991 Conference (35th), February 11-14, 1991, Armidale, Australia 145902, Australian Agricultural and Resource Economics Society.
    15. Alain Carpentier & Robert D. Weaver, 1997. "Damage Control Productivity: Why Econometrics Matters," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(1), pages 47-61.
    16. Elbakidze, Levan & Lu, Liang & Eigenbrode, Sanford, 2011. "Evaluating Vector-Virus-Yield Interactions for Peas and Lentils under Climatic Variability: A Limited Dependent Variable Analysis," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 36(3), pages 1-17.
    17. Saphores, Jean-Daniel M. & Shogren, Jason F., 2005. "Managing exotic pests under uncertainty: optimal control actions and bioeconomic investigations," Ecological Economics, Elsevier, vol. 52(3), pages 327-339, February.
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    More about this item

    Keywords

    Crop Production/Industries; Farm Management;

    JEL classification:

    • Q10 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - General
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

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