IDEAS home Printed from https://ideas.repec.org/p/ags/iaae06/25723.html
   My bibliography  Save this paper

Modeling Deforestation and Land Use Change: Sparse Data Environments

Author

Listed:
  • De Pinto, Alessandro
  • Nelson, Gerald C.

Abstract

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.

Suggested Citation

  • De Pinto, Alessandro & Nelson, Gerald C., 2006. "Modeling Deforestation and Land Use Change: Sparse Data Environments," 2006 Annual Meeting, August 12-18, 2006, Queensland, Australia 25723, International Association of Agricultural Economists.
    • Handle: RePEc:ags:iaae06:25723
    DOI: 10.22004/ag.econ.25723
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/25723/files/ip06de05.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.22004/ag.econ.25723?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. 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.
    2. Chomitz, Kenneth M & Gray, David A, 1996. "Roads, Land Use, and Deforestation: A Spatial Model Applied to Belize," The World Bank Economic Review, World Bank, vol. 10(3), pages 487-512, September.
    3. Gerald C. Nelson & Daniel Hellerstein, 1997. "Do Roads Cause Deforestation? Using Satellite Images in Econometric Analysis of Land Use," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(1), pages 80-88.
    4. Nelson, Gerald C. & Geoghegan, Jacqueline, 2002. "Deforestation and land use change: sparse data environments," Agricultural Economics, Blackwell, vol. 27(3), pages 201-216, November.
    5. 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.
    6. 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.
    7. Parker, Dawn Cassandra & Munroe, Darla K., 2004. "Spatial Tests For Edge-Effect Externalities And External Scale Economies In California Agriculture," 2004 Annual meeting, August 1-4, Denver, CO 20000, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    8. 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.
    9. 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).
    10. Gerald C. Nelson & GVirginia Harris & Steven W. Stone, 2001. "Deforestation, Land Use, and Property Rights: Empirical Evidence from Darién, Panama," Land Economics, University of Wisconsin Press, vol. 77(2), pages 187-205.
    11. 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).
    12. 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.
    13. Maureen Cropper & Charles Griffiths & Muthukumara Mani, 1999. "Roads, Population Pressures, and Deforestation in Thailand, 1976-1989," Land Economics, University of Wisconsin Press, vol. 75(1), pages 58-73.
    14. 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.
    15. 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.
    16. Colin Vance & Jacqueline Geoghegan, 2004. "Modeling the Determinants of Semi-Subsistent and Commercial Land Uses in an Agricultural Frontier of Southern Mexico: A Switching Regression Approach," International Regional Science Review, , vol. 27(3), pages 326-347, July.
    17. 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.
    18. 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).
    19. 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.
    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. Walsh, Patrick J. & Bird, Stephen & Heintzelman, Martin D., 2015. "Understanding Local Regulation of Fracking: A Spatial Econometric Approach," Agricultural and Resource Economics Review, Cambridge University Press, vol. 44(2), pages 138-163, August.
    2. Corral, Paul & Radchenko, Natalia, 2017. "What’s So Spatial about Diversification in Nigeria?," World Development, Elsevier, vol. 95(C), pages 231-253.
    3. Li, Man & De Pinto, Alessandro & Ulimwengu, John M. & You, Liangzhi & Robertson, Richard D., 2012. "Impacts of Paving Roads for Development in the Democratic Republic of Congo: Deforestation and Biological Carbon Loss," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126672, International Association of Agricultural Economists.
    4. Levente Tímár, 2011. "Rural Land Use and Land Tenure in New Zealand," Working Papers 11_13, Motu Economic and Public Policy Research.
    5. Lu, Xiao & Shi, Yangyang & Chen, Changling & Yu, Miao, 2017. "Monitoring cropland transition and its impact on ecosystem services value in developed regions of China: A case study of Jiangsu Province," Land Use Policy, Elsevier, vol. 69(C), pages 25-40.
    6. Raja Chakir & Olivier Parent, 2009. "Determinants of land use changes: A spatial multinomial probit approach," Papers in Regional Science, Wiley Blackwell, vol. 88(2), pages 327-344, June.
    7. Chakir, Raja & Le Gallo, Julie, 2013. "Predicting land use allocation in France: A spatial panel data analysis," Ecological Economics, Elsevier, vol. 92(C), pages 114-125.
    8. Aguirregabiria, Victor, 2009. "Estimation of Dynamic Discrete Games Using the Nested Pseudo Likelihood Algorithm: Code and Application," MPRA Paper 17329, University Library of Munich, Germany.
    9. 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.
    10. Qianru Yu & Chen-Chieh Feng & NuanYin Xu & Luo Guo & Dan Wang, 2019. "Quantifying the Impact of Grain for Green Program on Ecosystem Service Management: A Case Study of Exibei Region, China," IJERPH, MDPI, vol. 16(13), pages 1-17, June.

    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. 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).
    2. Levente Tímár, 2011. "Rural Land Use and Land Tenure in New Zealand," Working Papers 11_13, Motu Economic and Public Policy Research.
    3. Geoghegan, Jacqueline & Hewitt, Julie A. & Vance, Colin, 2003. "Time Series Analysis Of Satellite Data: Deforestation In Southern Mexico," 2003 Annual meeting, July 27-30, Montreal, Canada 22123, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    4. Daniel Müller & Darla K. Munroe, 2005. "Tradeoffs between Rural Development Policies and Forest Protection: Spatially Explicit Modeling in the Central Highlands of Vietnam," Land Economics, University of Wisconsin Press, vol. 81(3).
    5. Allen Blackman & Beatriz Ávalos-Sartorio & Jeffrey Chow, 2012. "Land Cover Change in Agroforestry: Shade Coffee in El Salvador," Land Economics, University of Wisconsin Press, vol. 88(1), pages 75-101.
    6. Nelson, Gerald C. & Geoghegan, Jacqueline, 2002. "Deforestation and land use change: sparse data environments," Agricultural Economics, Blackwell, vol. 27(3), pages 201-216, November.
    7. Sims, Katharine R.E., 2010. "Conservation and development: Evidence from Thai protected areas," Journal of Environmental Economics and Management, Elsevier, vol. 60(2), pages 94-114, September.
    8. Robinson, Elizabeth J.Z. & Albers, Heidi J. & Williams, Jeffrey C., 2008. "Spatial and temporal modeling of community non-timber forest extraction," Journal of Environmental Economics and Management, Elsevier, vol. 56(3), pages 234-245, November.
    9. Li, Man & De Pinto, Alessandro & Ulimwengu, John M. & You, Liangzhi & Robertson, Richard D., 2012. "Impacts of Paving Roads for Development in the Democratic Republic of Congo: Deforestation and Biological Carbon Loss," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126672, International Association of Agricultural Economists.
    10. Bahadur K.C., Krishna, 2011. "Linking physical, economic and institutional constraints of land use change and forest conservation in the hills of Nepal," Forest Policy and Economics, Elsevier, vol. 13(8), pages 603-613, October.
    11. Alessandro Pinto & Gerald C. Nelson, 2009. "Land Use Change with Spatially Explicit Data: A Dynamic Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 43(2), pages 209-229, June.
    12. Alix-Garcia, Jennifer, 2007. "A spatial analysis of common property deforestation," Journal of Environmental Economics and Management, Elsevier, vol. 53(2), pages 141-157, March.
    13. Man Li & JunJie Wu & Xiangzheng Deng, 2013. "Identifying Drivers of Land Use Change in China: A Spatial Multinomial Logit Model Analysis," Land Economics, University of Wisconsin Press, vol. 89(4), pages 632-654.
    14. Robalino, Juan A. & Pfaff, Alexander, 2012. "Contagious development: Neighbor interactions in deforestation," Journal of Development Economics, Elsevier, vol. 97(2), pages 427-436.
    15. Parker, Dawn C. & Munroe, Darla K., 2007. "The geography of market failure: Edge-effect externalities and the location and production patterns of organic farming," Ecological Economics, Elsevier, vol. 60(4), pages 821-833, February.
    16. 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.
    17. Blackman, Allen & Ávalos-Sartorio, Beatriz & Chow, Jeffrey, 2008. "Land Cover Change in Mixed Agroforestry: Shade Coffee in El Salvador," RFF Working Paper Series dp-08-30, Resources for the Future.
    18. Allen Blackman & Heidi J. Albers & Beatriz ávalos-Sartorio & Lisa Crooks Murphy, 2008. "Land Cover in a Managed Forest Ecosystem: Mexican Shade Coffee," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(1), pages 216-231.
    19. 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.
    20. Sandler, Austin M. & Rashford, Benjamin S., 2018. "Misclassification error in satellite imagery data: Implications for empirical land-use models," Land Use Policy, Elsevier, vol. 75(C), pages 530-537.

    More about this item

    Keywords

    Land Economics/Use;

    JEL classification:

    • Q15 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Land Ownership and Tenure; Land Reform; Land Use; Irrigation; Agriculture and Environment
    • Q23 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Forestry
    • R14 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Land Use Patterns

    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:iaae06:25723. 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/iaaeeea.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.