IDEAS home Printed from https://ideas.repec.org/p/ags/aaea02/19672.html
   My bibliography  Save this paper

A Mathematical Programming Model For Optimal Management Zone Delineation In Precision Agriculture

Author

Listed:
  • Dillon, Carl R.

Abstract

The identification of optimal management zones, including optimal uniform grid size, is a complex issue central to the successful implementation of variable rate input application. A novel economic optimization model is developed and applied that identifies the economically optimal management zone. Variable rate seeding can increase profits and reduce risk.

Suggested Citation

  • Dillon, Carl R., 2002. "A Mathematical Programming Model For Optimal Management Zone Delineation In Precision Agriculture," 2002 Annual meeting, July 28-31, Long Beach, CA 19672, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    • Handle: RePEc:ags:aaea02:19672
    DOI: 10.22004/ag.econ.19672
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/19672/files/sp02di02.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.22004/ag.econ.19672?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Steven T. Sonka & Karen F. Coaldrake, 1996. "Cyberfarm: What Does It Look Like? What Does It Mean?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(5), pages 1263-1268.
    2. McCarl, Bruce A. & Bessler, David A., 1989. "Estimating An Upper Bound On The Pratt Risk A Version Coefficient When The Utility Function Is Unknown," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 33(1), pages 1-8, April.
    3. Babcock, Bruce A. & Pautsch, Gregory R., 1998. "Moving From Uniform To Variable Fertilizer Rates On Iowa Corn: Effects On Rates And Returns," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 23(2), pages 1-16, December.
    4. Meyer, Jack, 1987. "Two-moment Decision Models and Expected Utility Maximization," American Economic Review, American Economic Association, vol. 77(3), pages 421-430, June.
    5. Jess Lowenberg-DeBoer, 1996. "Precision Farming and the New Information Technology: Implications for Farm Management, Policy, and Research: Discussion," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(5), pages 1281-1284.
    6. Willy Gochet & Antonie Stam & V. Srinivasan & Shaoxiang Chen, 1997. "Multigroup Discriminant Analysis Using Linear Programming," Operations Research, INFORMS, vol. 45(2), pages 213-225, April.
    7. Gary Kachanoski, 1999. "Economic Feasibility of Variable-Rate Technology for Nitrogen on Corn," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(4), pages 914-927.
    8. Thrikawala, Sunil & Weersink, Alfons & Kachanoski, Gary, 1998. "Management unit size and efficiency gains from nitrogen fertilizer application," Agricultural Systems, Elsevier, vol. 56(4), pages 513-531, April.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Velandia Margarita & Roderick M. Rejesus & Eduardo Segarra & Kevin Bronson, 2004. "Un análisis económico de la aproximación estadística para el establecimiento de zonas de manejo en agricultura de precisión: caso de algodón en Texas," Revista Desarrollo y Sociedad, Universidad de los Andes,Facultad de Economía, CEDE, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Dillon, Carl R. & Shearer, Scott A. & Mueller, Thomas, 2001. "A Mixed Integer, Nonlinear Programming Model Of Innovative Variable Rate Planting Date With Polymer Seed Coatings," 2001 Annual meeting, August 5-8, Chicago, IL 20572, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    2. Murat Isik & Madhu Khanna, 2003. "Stochastic Technology, Risk Preferences, and Adoption of Site-Specific Technologies," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(2), pages 305-317.
    3. Powers, Laura & Dillon, Carl R. & Isaacs, Steven G. & Shearer, Scott A., 2003. "Risk Management Tools In Precision Agriculture," 2003 Annual Meeting, February 1-5, 2003, Mobile, Alabama 35129, Southern Agricultural Economics Association.
    4. Coffey, Brian K. & Skees, Jerry R. & Dillon, Carl R. & Anderson, John D., 2001. "Potential Effects Of Subsidized Livestock Insurance On Livestock Production," 2001 Annual meeting, August 5-8, Chicago, IL 20606, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    5. Cochran, Rebecca L. & Larson, James A. & Roberts, Roland K. & English, Burton C., 2004. "Will Variable Rate Application Technology Pay in Tennessee?," 2004 Annual Meeting, February 14-18, 2004, Tulsa, Oklahoma 34678, Southern Agricultural Economics Association.
    6. Roberts, Roland K. & Mahajanashetti, S.B. & English, Burton C. & Larson, James A. & Tyler, Donald D., 2002. "Variable Rate Nitrogen Application On Corn Fields: The Role Of Spatial Variability And Weather," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 34(1), pages 1-19, April.
    7. Dillon, Carl R. & Oriade, Caleb A. & Parsch, Lucas D., 1998. "Production Risk Management Under Arkansas Soybean Rental Arrangements From The Tenant'S And Landlord'S Perspective," 1998 Annual meeting, August 2-5, Salt Lake City, UT 20781, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    8. Bullock, David S. & Lowenberg-DeBoer, Jess & Swinton, Scott M., 2002. "Adding value to spatially managed inputs by understanding site-specific yield response," Agricultural Economics, Blackwell, vol. 27(3), pages 233-245, November.
    9. Salim, Juma K. & Dillon, Carl R., 2007. "Precision Feeding in Dairy Ration Cost Minimization Under Producer's Risk Management," 2007 Annual Meeting, February 4-7, 2007, Mobile, Alabama 34925, Southern Agricultural Economics Association.
    10. English, Burton C. & Mahajanashetti, S.B. & Roberts, Roland K., 2001. "Assessing Spatial Break-even Variability in Fields with Two or More Management Zones," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 33(3), pages 551-565, December.
    11. Peng, Wei & Bosch, Darrell J., 2000. "Improving Nitrogen Management Using Site-Specific Technology In The Virginia Coastal Plain," 2000 Annual meeting, July 30-August 2, Tampa, FL 21746, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    12. Isik, Murat & Coble, Keith H. & Hudson, Darren & House, Lisa O., 2003. "A model of entry-exit decisions and capacity choice under demand uncertainty," Agricultural Economics, Blackwell, vol. 28(3), pages 215-224, May.
    13. Link, Johanna & Graeff, Simone & Batchelor, William David & Claupein, Wilhelm, 2006. "Evaluating the economic and environmental impact of environmental compensation payment policy under uniform and variable-rate nitrogen management," Agricultural Systems, Elsevier, vol. 91(1-2), pages 135-153, November.
    14. Isik, Murat & Khanna, Madhu & Winter-Nelson, Alex, 2001. "Sequential Investment In Site-Specific Crop Management Under Output Price Uncertainty," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 26(1), pages 1-18, July.
    15. Isik, Murat & Khanna, Madhu & Winter-Nelson, Alex, 2000. "Sequential Investment In Site-Specific Crop Management Under Output Price Uncertainty: Implications For Nitrogen Pollution Control," 2000 Annual meeting, July 30-August 2, Tampa, FL 21875, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    16. Isik, Murat, 2001. "Technology Adoption Decisions Under Uncertainty: Impacts Of Alternative Return Assumptions On Timing Of Adoption," 2001 Annual meeting, August 5-8, Chicago, IL 20658, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    17. Hurley, Terrance M. & Kilian, Bernard & Malzer, Gary L. & Dikici, Huseyin, 2001. "The Value Of Information For Variable Rate Nitrogen Applications: A Comparison Of Soil Test, Topographical, And Remote Sensing Information," 2001 Annual meeting, August 5-8, Chicago, IL 20726, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    18. Khanna, Madhu & Isik, Murat & Winter-Nelson, Alex, 2000. "Investment in site-specific crop management under uncertainty: implications for nitrogen pollution control and environmental policy," Agricultural Economics, Blackwell, vol. 24(1), pages 9-21, December.
    19. Isik, Murat & Khanna, Madhu & Winter-Nelson, Alex, 1999. "Investment In Site Specific Crop Management Under Uncertainty," 1999 Annual meeting, August 8-11, Nashville, TN 21684, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    20. Salim, Juma K. & Dillon, Carl R. & McAllister, Jack, 2006. "Risk management on application of minimum-cost feed ration for nitrogen and phosphorus reduction on dairy farm," 2006 Annual meeting, July 23-26, Long Beach, CA 21274, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).

    More about this item

    Keywords

    Farm Management;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ags:aaea02:19672. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/aaeaaea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.