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The dynamics of land-use in Brazilian Amazon

Author

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  • Mendonça, Mário Jorge
  • Loureiro, Paulo R.A.
  • Sachsida, Adolfo

Abstract

This paper studies the dynamics of land-use in the Brazilian Amazon using a structural vector autoregressive (SVAR) model. A fixed effect panel data specification is used to control for the heterogeneity in the data. Meanwhile, spatial autocorrelation is also diagnosed by a statistical methodology that allows us to split the model in subsamples (clusters) of more homogenous municipalities. The clustering analysis shows that there are three clusters whose land-use patterns are strongly different in an economical point of view. The first cluster identifies municipalities dedicated to logging, natural resources exploitation and slash-and-burn cultures; the second cluster shows a more diversified agriculture; while the third cluster presents very developed intensive agriculture municipalities.

Suggested Citation

  • Mendonça, Mário Jorge & Loureiro, Paulo R.A. & Sachsida, Adolfo, 2012. "The dynamics of land-use in Brazilian Amazon," Ecological Economics, Elsevier, vol. 84(C), pages 23-36.
  • Handle: RePEc:eee:ecolec:v:84:y:2012:i:c:p:23-36
    DOI: 10.1016/j.ecolecon.2012.08.014
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    1. Fabio Canova & Matteo Ciccarelli, 2009. "Estimating Multicountry Var Models," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 50(3), pages 929-959, August.
    2. Valter Di Giacinto, 2003. "Differential Regional Effects of Monetary Policy: A Geographical SVAR Approach," International Regional Science Review, , vol. 26(3), pages 313-341, July.
    3. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    4. Rothenberg, Thomas J, 1971. "Identification in Parametric Models," Econometrica, Econometric Society, vol. 39(3), pages 577-591, May.
    5. David A. Bessler & Seongpyo Lee, 2002. "Money and prices: U.S. Data 1869-1914 (A study with directed graphs)," Empirical Economics, Springer, vol. 27(3), pages 427-446.
    6. Ludewigs, Thomas & D'antona, Alvaro de Oliveira & Brondízio, Eduardo Sonnewend & Hetrick, Scott, 2009. "Agrarian Structure and Land-cover Change Along the Lifespan of Three Colonization Areas in the Brazilian Amazon," World Development, Elsevier, vol. 37(8), pages 1348-1359, August.
    7. James M. Robins, 2003. "Uniform consistency in causal inference," Biometrika, Biometrika Trust, vol. 90(3), pages 491-515, September.
    8. Vosti, Stephen A. & Braz, Evaldo Munoz & Carpentier, Chantal Line & d'Oliveira, Marcus V. N. & Witcover, Julie, 2003. "Rights to Forest Products, Deforestation and Smallholder Income: Evidence from the Western Brazilian Amazon," World Development, Elsevier, vol. 31(11), pages 1889-1901, November.
    9. Andersen, Lykke E. & Granger, Clive W.J. & Reis, Eustáquio J., 1997. "A Random Coefficient Var Transition Model of the Changes in Land Use in the Brazilian Amazon," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 17(1), May.
    10. Pfaff, Alexander S. P., 1999. "What Drives Deforestation in the Brazilian Amazon?: Evidence from Satellite and Socioeconomic Data," Journal of Environmental Economics and Management, Elsevier, vol. 37(1), pages 26-43, January.
    11. Andersen,Lykke E. & Granger,Clive W. J. & Reis,Eustaquio J. & Weinhold,Diana & Wunder,Sven, 2002. "The Dynamics of Deforestation and Economic Growth in the Brazilian Amazon," Cambridge Books, Cambridge University Press, number 9780521811972.
    12. Arellano, Manuel, 2003. "Panel Data Econometrics," OUP Catalogue, Oxford University Press, number 9780199245291.
    13. Weinhold, Diana, 1999. "Estimating the loss of agricultural productivity in the Amazon," Ecological Economics, Elsevier, vol. 31(1), pages 63-76, October.
    14. Arild Angelsen, 1996. "Deforestation: Population or market driven? Different approaches in modelling agricultural expansion," CMI Working Papers WP 1996:9, CMI (Chr. Michelsen Institute), Bergen, Norway.
    15. Selva Demiralp & Kevin D. Hoover, 2003. "Searching for the Causal Structure of a Vector Autoregression," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(s1), pages 745-767, December.
    16. Selva Demiralp & Kevin D. Hoover, 2003. "Searching for the Causal Structure of a Vector Autoregression," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(s1), pages 745-767, December.
    17. Aguiar, Ana Paula Dutra & Câmara, Gilberto & Escada, Maria Isabel Sobral, 2007. "Spatial statistical analysis of land-use determinants in the Brazilian Amazonia: Exploring intra-regional heterogeneity," Ecological Modelling, Elsevier, vol. 209(2), pages 169-188.
    18. Stephen P. Aldrich & Robert T. Walker & Eugenio Y. Arima & Marcellus M. Caldas & John O. Browder & Stephen Perz, 2006. "Land-Cover and Land-Use Change in the Brazilian Amazon: Smallholders, Ranchers, and Frontier Stratification," Economic Geography, Taylor & Francis Journals, vol. 82(3), pages 265-288, July.
    19. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
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    Cited by:

    1. Sonia SCHWARTZ & Jean Galbert ONGONO OLINGA & Eric Nazindigouba KERE & Pascale COMBES MOTEL & Jean-Louis COMBES & Johanna CHOUMERT & Ariane Manuela AMIN, 2014. "A spatial econometric approach to spillover effects between protected areas and deforestation in the Brazilian Amazon," Working Papers 201406, CERDI.
    2. Jorge Hargrave & Krisztina Kis-Katos, 2013. "Economic Causes of Deforestation in the Brazilian Amazon: A Panel Data Analysis for the 2000s," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 54(4), pages 471-494, April.
    3. 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.
    4. Valdes, Constanza & Hjort, Kim & Seeley, Ralph, 2016. "Brazil’s Agricultural Land Use and Trade: Effects of Changes in Oil Prices and Ethanol Demand," Economic Research Report 242449, United States Department of Agriculture, Economic Research Service.

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    More about this item

    Keywords

    Brazilian Amazon; Vector autoregressive; Panel data; Spatial autocorrelation; Impulse response functions; Variance Decomposition;
    All these keywords.

    JEL classification:

    • Q24 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Land
    • Q34 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Nonrenewable Resources and Conservation - - - Natural Resources and Domestic and International Conflicts
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis

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