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Modeling Deforestation and Land Use Change: Sparse Data Environments

  • De Pinto, Alessandro
  • Nelson, Gerald C.

Land use change in developing countries is of great interest to policymakers and researchers from many backgrounds. Concerns about consequences of deforestation for global climate change and biodiversity have received the most publicity, but loss of wetlands, declining land productivity, and watershed management are also problems facing developing countries. In developing countries, analysis is especially constrained by lack of data. This paper reviews modeling approaches for data-constrained environments that involve methods such as neural nets and dynamic programming and research results that link individual household survey data with satellite images using geographic positioning systems.

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File URL: http://purl.umn.edu/25723
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Paper provided by International Association of Agricultural Economists in its series 2006 Annual Meeting, August 12-18, 2006, Queensland, Australia with number 25723.

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Date of creation: 2006
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Handle: RePEc:ags:iaae06:25723
Contact details of provider: Web page: http://www.iaae-agecon.org/
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  1. Vance, Colin & Geoghegan, Jacqueline, 2002. "Temporal and spatial modelling of tropical deforestation: a survival analysis linking satellite and household survey data," Agricultural Economics, Blackwell, vol. 27(3), pages 317-332, November.
  2. Nelson, Gerald C. & Geoghegan, Jacqueline, 2002. "Deforestation and land use change: sparse data environments," Agricultural Economics of Agricultural Economists, International Association of Agricultural Economists, vol. 27(3), November.
  3. Cropper, Maureen & Griffiths, Charles & Mani, Muthukumara, 1997. "Roads, population pressures, and deforestation in Thailand, 1976-89," Policy Research Working Paper Series 1726, The World Bank.
  4. Schatzki, Todd, 2003. "Options, uncertainty and sunk costs:: an empirical analysis of land use change," Journal of Environmental Economics and Management, Elsevier, vol. 46(1), pages 86-105, July.
  5. Chomitz, Kenneth M & Gray, David A, 1996. "Roads, Land Use, and Deforestation: A Spatial Model Applied to Belize," World Bank Economic Review, World Bank Group, vol. 10(3), pages 487-512, September.
  6. Victor Aguirregabiria & Pedro Mira, 2002. "Swapping the Nested Fixed Point Algorithm: A Class of Estimators for Discrete Markov Decision Models," Econometrica, Econometric Society, vol. 70(4), pages 1519-1543, July.
  7. De Pinto, Alessandro & Nelson, Gerald C., 2004. "A Dynamic Model Of Land Use Change With Spatially Explicit Data," 2004 Annual meeting, August 1-4, Denver, CO 20314, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  8. Gerald C. Nelson & GVirginia Harris & Steven W. Stone, 2001. "Deforestation, Land Use, and Property Rights: Empirical Evidence from DariƩn, Panama," Land Economics, University of Wisconsin Press, vol. 77(2), pages 187-205.
  9. Nelson, Gerald C., 2002. "Introduction to the special issue on spatial analysis for agricultural economists," Agricultural Economics of Agricultural Economists, International Association of Agricultural Economists, vol. 27(3), November.
  10. Klaus Deininger & Bart Minten, 2002. "Determinants of Deforestation and the Economics of Protection: An Application to Mexico," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(4), pages 943-960.
  11. Nelson, Gerald & Hellerstein, Daniel, 1997. "Do roads cause deforestation? Using satellite images in econometric analysis of land use," MPRA Paper 25261, University Library of Munich, Germany.
  12. De Pinto, Alessandro & Nelson, Gerald C., 2006. "Assessing the Robustness of Predictions in Spatially Explicit Models of Land Use," 2006 Annual meeting, July 23-26, Long Beach, CA 21307, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  13. Robertson, Richard D. & Nelson, Gerald C., 2004. "An Assessment Of Workarounds For Spatial Effects In The Case Of Binary Probit," 2004 Annual meeting, August 1-4, Denver, CO 20234, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  14. Munroe, Darla K. & Southworth, Jane & Tucker, Catherine M., 2002. "The dynamics of land-cover change in western Honduras: exploring spatial and temporal complexity," Agricultural Economics, Blackwell, vol. 27(3), pages 355-369, November.
  15. Munroe, Darla K. & Southworth, Jane & Tucker, Catherine M., 2002. "The dynamics of land-cover change in western Honduras: exploring spatial and temporal complexity," Agricultural Economics of Agricultural Economists, International Association of Agricultural Economists, vol. 27(3), November.
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