IDEAS home Printed from https://ideas.repec.org/a/bla/jageco/v58y2007i3p549-588.html
   My bibliography  Save this article

Spatial Econometric Issues for Bio‐Economic and Land‐Use Modelling

Author

Listed:
  • Garth Holloway
  • Donald Lacombe
  • James P. LeSage

Abstract

We survey the literature on spatial bio‐economic and land‐use modelling and assess its thematic development. Unobserved site‐specific heterogeneity is a feature of almost all the surveyed works, and this feature, it seems, has stimulated significant methodological innovation. In an attempt to improve the suitability with which the prototype incorporates heterogeneity, we consider modelling alternatives and extensions. We discuss solutions and conjecture others.

Suggested Citation

  • Garth Holloway & Donald Lacombe & James P. LeSage, 2007. "Spatial Econometric Issues for Bio‐Economic and Land‐Use Modelling," Journal of Agricultural Economics, Wiley Blackwell, vol. 58(3), pages 549-588, September.
  • Handle: RePEc:bla:jageco:v:58:y:2007:i:3:p:549-588
    DOI: 10.1111/j.1477-9552.2007.00127.x
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/j.1477-9552.2007.00127.x
    Download Restriction: no

    File URL: https://libkey.io/10.1111/j.1477-9552.2007.00127.x?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
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Mertens, B. & Poccard-Chapuis, R. & Piketty, M. -G. & Lacques, A. -E. & Venturieri, A., 2002. "Crossing spatial analyses and livestock economics to understand deforestation processes in the Brazilian Amazon: the case of Sao Felix do Xingu in South Para," Agricultural Economics, Blackwell, vol. 27(3), pages 269-294, November.
    2. Gunnar Köhlin & Peter J. Parks, 2001. "Spatial Variability and Disincentives to Harvest: Deforestation and Fuelwood Collection in South Asia," Land Economics, University of Wisconsin Press, vol. 77(2), pages 206-218.
    3. Daniel A. Griffith, 1999. "Statistical and mathematical sources of regional science theory: Map pattern analysis as an example," Papers in Regional Science, Springer;Regional Science Association International, vol. 78(1), pages 21-45.
    4. Alan Randall, 2002. "Valuing the outputs of multifunctional agriculture," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 29(3), pages 289-307, July.
    5. Murat Isik, 2004. "Environmental Regulation and the Spatial Structure of the U.S. Dairy Sector," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(4), pages 949-962.
    6. Geweke, John & Keane, Michael P & Runkle, David, 1994. "Alternative Computational Approaches to Inference in the Multinomial Probit Model," The Review of Economics and Statistics, MIT Press, vol. 76(4), pages 609-632, November.
    7. Subhrendu K. Pattanayak & David T. Butry, 2005. "Spatial Complementarity of Forests and Farms: Accounting for Ecosystem Services," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(4), pages 995-1008.
    8. Luc Anselin & Rodolfo Bongiovanni & Jess Lowenberg-DeBoer, 2004. "A Spatial Econometric Approach to the Economics of Site-Specific Nitrogen Management in Corn Production," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(3), pages 675-687.
    9. Sanchirico, James N. & Wilen, James E., 2005. "Optimal spatial management of renewable resources: matching policy scope to ecosystem scale," Journal of Environmental Economics and Management, Elsevier, vol. 50(1), pages 23-46, July.
    10. Yiannis Kamarianakis, 2006. "Hierarchical Bayesian Modeling For Spatial Time Series: An Alternative Approach To Spatial Sur," Working Papers 0605, University of Crete, Department of Economics.
    11. Amitrajeet A. Batabyal & Peter Nijkamp, 2004. "The environment in regional science: An eclectic review," Advances in Spatial Science, in: Raymond J. G. M. Florax & David A. Plane (ed.), Fifty Years of Regional Science, pages 291-316, Springer.
    12. Efthymios G. Tsionas, 2002. "Stochastic frontier models with random coefficients," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 17(2), pages 127-147.
    13. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    14. Koop, Gary M & Tobias, Justin, 2004. "Learning About Heterogeneity in Returns to Schooling," Staff General Research Papers Archive 12008, Iowa State University, Department of Economics.
    15. P. Dellaportas & A. F. M. Smith, 1993. "Bayesian Inference for Generalized Linear and Proportional Hazards Models Via Gibbs Sampling," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 42(3), pages 443-459, September.
    16. Wojciech Florkowski & Camilo Sarmiento, 2005. "The examination of pecan price differences using spatial correlation estimation," Applied Economics, Taylor & Francis Journals, vol. 37(3), pages 271-278.
    17. Gerald Nelson & Alessandro De Pinto & Virginia Harris & Steven Stone, 2004. "Land Use and Road Improvements: A Spatial Perspective," International Regional Science Review, , vol. 27(3), pages 297-325, July.
    18. Brian Roe & Elena G. Irwin & Jeff S. Sharp, 2002. "Pigs in Space: Modeling the Spatial Structure of Hog Production in Traditional and Nontraditional Production Regions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(2), pages 259-278.
    19. Haixiao Huang & Gay Y. Miller & Bruce J. Sherrick & Miguel I. Gómez, 2006. "Factors Influencing Illinois Farmland Values," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(2), pages 458-470.
    20. McPherson, Michael A. & Nieswiadomy, Michael L., 2005. "Environmental Kuznets curve: threatened species and spatial effects," Ecological Economics, Elsevier, vol. 55(3), pages 395-407, November.
    21. Sanchirico, James N., 2005. "Additivity properties in metapopulation models: implications for the assessment of marine reserves," Journal of Environmental Economics and Management, Elsevier, vol. 49(1), pages 1-25, January.
    22. Adina M. Merenlender, 2006. "Habitat and Open Space at Risk of Land-Use Conversion: Targeting Strategies for Land Conservation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(1), pages 28-42.
    23. Plantinga, Andrew J. & Lubowski, Ruben N. & Stavins, Robert N., 2002. "The effects of potential land development on agricultural land prices," Journal of Urban Economics, Elsevier, vol. 52(3), pages 561-581, November.
    24. Mark M. Fleming, 2000. "Spatial Statistics and Econometrics for Models in Fisheries Economics: Discussion," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(5), pages 1207-1209.
    25. Suzi Kerr & Shuguang Liu & Alexander S. P. Pfaff & R. Flint Hughes, 2003. "Carbon Dynamics and Land-Use Choices: Building a Regional-Scale Multidisciplinary Model," Working Papers 03_06, Motu Economic and Public Policy Research.
    26. Rita Curtis & Robert L. Hicks, 2000. "The Cost of Sea Turtle Preservation: The Case of Hawaii's Pelagic Longliners," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(5), pages 1191-1197.
    27. Neil R. Miller, 2006. "Is Site-Specific Yield Response Consistent over Time? Does It Pay?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(2), pages 471-483.
    28. Newburn, David A. & Berck, Peter & Merenlender, Adina, 2004. "Spatial Targeting Strategies For Land Conservation," 2004 Annual meeting, August 1-4, Denver, CO 20206, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    29. Martin D. Smith, 2002. "Two Econometric Approaches for Predicting the Spatial Behavior of Renewable Resource Harvesters," Land Economics, University of Wisconsin Press, vol. 78(4), pages 522-538.
    30. Holloway, Garth & Shankar, Bhavani & Rahman, Sanzidur, 2002. "Bayesian spatial probit estimation: a primer and an application to HYV rice adoption," Agricultural Economics, Blackwell, vol. 27(3), pages 383-402, November.
    31. Durlauf, Steven N., 2004. "Neighborhood effects," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 50, pages 2173-2242, Elsevier.
    32. Won Kim, Chong & Phipps, Tim T. & Anselin, Luc, 2003. "Measuring the benefits of air quality improvement: a spatial hedonic approach," Journal of Environmental Economics and Management, Elsevier, vol. 45(1), pages 24-39, January.
    33. I.J. Bateman & A.P. Jones & A.A. Lovett & I.R. Lake & B.H. Day, 2002. "Applying Geographical Information Systems (GIS) to Environmental and Resource Economics," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 22(1), pages 219-269, June.
    34. Martin D. Smith, 2000. "Spatial Search and Fishing Location Choice: Methodological Challenges of Empirical Modeling," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(5), pages 1198-1206.
    35. Mark M. Fleming, 2004. "Techniques for Estimating Spatially Dependent Discrete Choice Models," Advances in Spatial Science, in: Luc Anselin & Raymond J. G. M. Florax & Sergio J. Rey (ed.), Advances in Spatial Econometrics, chapter 7, pages 145-168, Springer.
    36. repec:adr:anecst:y:2007:i:87-88:p:04 is not listed on IDEAS
    37. Lambert, Dayton M. & Lowenberg-DeBoer, James & Bongiovanni, Rodolfo, 2003. "Spatial Regression Models For Yield Monitor Data: A Case Study From Argentina," 2003 Annual meeting, July 27-30, Montreal, Canada 22022, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    38. J. V. Henderson & J. F. Thisse (ed.), 2004. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 4, number 4.
    39. Nelson, Gerald C., 2002. "Introduction to the special issue on spatial analysis for agricultural economists," Agricultural Economics, Blackwell, vol. 27(3), pages 197-200, November.
    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. Changchun Feng & Hao Zhang & Liang Xiao & Yongpei Guo, 2022. "Land Use Change and Its Driving Factors in the Rural–Urban Fringe of Beijing: A Production–Living–Ecological Perspective," Land, MDPI, vol. 11(2), pages 1-18, February.
    2. Mueller, Julie M. & Loomis, John B., 2008. "Spatial Dependence in Hedonic Property Models: Do Different Corrections For Spatial Dependence Result in Economically Significant Differences in Estimated Implicit Prices?," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 33(2), pages 1-20.
    3. Waltert, Fabian & Schläpfer, Felix, 2010. "Landscape amenities and local development: A review of migration, regional economic and hedonic pricing studies," Ecological Economics, Elsevier, vol. 70(2), pages 141-152, December.
    4. Storm, Hugo & Heckelei, Thomas, 2015. "Local and regional spatial interactions in the analysis of Norwegian farm growth," 150th Seminar, October 22-23, 2015, Edinburgh, Scotland 212648, European Association of Agricultural Economists.
    5. Niedermayr, Andreas & Kapfer, Martin & Kantelhardt, Jochen, 2016. "Using Econometric Models To Analyse The Spatial Distribution Of Oil Pumpkin Cultivation In Austria," 56th Annual Conference, Bonn, Germany, September 28-30, 2016 244886, German Association of Agricultural Economists (GEWISOLA).
    6. Carlos García-Alonso & Leonor Pérez-Naranjo & Juan Fernández-Caballero, 2014. "Multiobjective evolutionary algorithms to identify highly autocorrelated areas: the case of spatial distribution in financially compromised farms," Annals of Operations Research, Springer, vol. 219(1), pages 187-202, August.
    7. Breustedt, Gunnar & Habermann, Hendrik, 2008. "Determinants of agricultural cash rents in Germany: A spatial econometric analysis for farm-level data," 2008 International Congress, August 26-29, 2008, Ghent, Belgium 44462, European Association of Agricultural Economists.
    8. Corral, Paul & Radchenko, Natalia, 2017. "What’s So Spatial about Diversification in Nigeria?," World Development, Elsevier, vol. 95(C), pages 231-253.
    9. Michael Brady & Elena Irwin, 2011. "Accounting for Spatial Effects in Economic Models of Land Use: Recent Developments and Challenges Ahead," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 48(3), pages 487-509, March.
    10. Andersson, Hans & Hoffmann, Ruben, 2008. "Spatial Competition and Farm Tourism - A Hedonic Pricing Model," 2008 Annual Meeting, July 27-29, 2008, Orlando, Florida 6156, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    11. Wang, Xiaokun (Cara) & Kockelman, Kara M. & Lemp, Jason D., 2012. "The dynamic spatial multinomial probit model: analysis of land use change using parcel-level data," Journal of Transport Geography, Elsevier, vol. 24(C), pages 77-88.
    12. Saint-Cyr, Legrand D. F., 2016. "Accounting for farm heterogeneity in the assessment of agricultural policy impacts on structural change," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235778, Agricultural and Applied Economics Association.
    13. Green, Stuart & O’Donoghue, Cathal & Moran, Brian, 2015. "Assessing the Geographic Representativity of Farm Accountancy Data: Opportunities for new FADN Changes," 150th Seminar, October 22-23, 2015, Edinburgh, Scotland 212678, European Association of Agricultural Economists.
    14. Winslow D. Hanse & Helen T. Naughton, 2013. "Social and Ecological Determinants of Land Clearing in the Brazilian Amazon: A Spatial Analysis," Land Economics, University of Wisconsin Press, vol. 89(4), pages 699-721.
    15. David Maddison, 2009. "A Spatio‐temporal Model of Farmland Values," Journal of Agricultural Economics, Wiley Blackwell, vol. 60(1), pages 171-189, February.

    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. Baylis, Kathy & Paulson, Nicholas D. & Piras, Gianfranco, 2011. "Spatial Approaches to Panel Data in Agricultural Economics: A Climate Change Application," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 43(3), pages 325-338, August.
    2. Kathleen P. Bell & Timothy J. Dalton, 2007. "Spatial Economic Analysis in Data‐Rich Environments," Journal of Agricultural Economics, Wiley Blackwell, vol. 58(3), pages 487-501, September.
    3. Alessandro De Pinto & Gerald C. Nelson, 2007. "Modelling Deforestation and Land‐Use Change: Sparse Data Environments," Journal of Agricultural Economics, Wiley Blackwell, vol. 58(3), pages 502-516, September.
    4. Corral, Paul & Radchenko, Natalia, 2017. "What’s So Spatial about Diversification in Nigeria?," World Development, Elsevier, vol. 95(C), pages 231-253.
    5. William C. Horrace & Kurt E. Schnier, 2010. "Fixed-Effect Estimation of Highly Mobile Production Technologies," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 92(5), pages 1432-1445.
    6. Michael Brady & Elena Irwin, 2011. "Accounting for Spatial Effects in Economic Models of Land Use: Recent Developments and Challenges Ahead," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 48(3), pages 487-509, March.
    7. Julio Peña Torres & Mabyr Valderrama, 2008. "Fishing Location decisions in the Chilean-Transzonal Jack Mackerel Fishery," ILADES-UAH Working Papers inv217, Universidad Alberto Hurtado/School of Economics and Business.
    8. Mkondiwa, Maxwell Gibson, 2015. "Whither Broad or Spatially Specific Fertilizer Recommendations?," Master's Theses and Plan B Papers 237344, University of Minnesota, Department of Applied Economics.
    9. Lewis, David J., 2010. "An economic framework for forecasting land-use and ecosystem change," Resource and Energy Economics, Elsevier, vol. 32(2), pages 98-116, April.
    10. Jean-Sauveur Ay & Jean-Marc Brayer & Jean Cavailhès & Pierre Curmi & Mohamed Hilal & Marjorie Ubertosi, 2012. "La valeur des attributs naturels des terres agricoles de Côte-d'Or," INRA UMR CESAER Working Papers 2012/1, INRA UMR CESAER, Centre d'’Economie et Sociologie appliquées à l'’Agriculture et aux Espaces Ruraux.
    11. Yuan, Lingran & Zhang, Qizheng & Wang, Shuo & Hu, Weibin & Gong, Binlei, 2022. "Effects of international trade on world agricultural production and productivity: evidence from a panel of 126 countries 1962-2014," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 25(2), March.
    12. Patalee, M.A. Buddhika & Tonsor, Glynn T., 2021. "Impact of weather on cow-calf industry locations and production in the United States," Agricultural Systems, Elsevier, vol. 193(C).
    13. Gong, Binlei, 2018. "Interstate competition in agriculture: Cheer or fear? Evidence from the United States and China," Food Policy, Elsevier, vol. 81(C), pages 37-47.
    14. Hutniczak, Barbara & Münch, Angela, 2018. "Fishermen's location choice under spatio-temporal update of expectations," Journal of choice modelling, Elsevier, vol. 28(C), pages 124-136.
    15. Smith, Martin D. & Provencher, Bill, 2003. "Spatial Search In Commercial Fishing: A Discrete Choice Dynamic Programming Approach," 2003 Annual meeting, July 27-30, Montreal, Canada 21932, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    16. Burnett, J. Wesley & Lacombe, Donald J. & Wallander, Steven, . "Spatial and Temporal Spillovers in US Cropland Values," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 49(1).
    17. Cheng, Mei-luan & Gomez, Miguel I. & Bills, Nelson L., 2011. "Urban Agglomeration Economies in the U.S. Greenhouse and Nursery Production," Working Papers 126611, Cornell University, Department of Applied Economics and Management.
    18. Anselin, Luc, 2002. "Under the hood : Issues in the specification and interpretation of spatial regression models," Agricultural Economics, Blackwell, vol. 27(3), pages 247-267, November.
    19. Thomas Coisnon & Walid Oueslati & Julien Salanié, 2013. "Spatial targeting of agri-environmental policy and urban development," Post-Print halshs-00949730, HAL.
    20. Martin Smith & James Wilen, 2005. "Heterogeneous and Correlated Risk Preferences in Commercial Fishermen: The Perfect Storm Dilemma," Journal of Risk and Uncertainty, Springer, vol. 31(1), pages 53-71, July.

    More about this item

    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:bla:jageco:v:58:y:2007:i:3:p:549-588. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0021-857X .

    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.