Environmental and Resource Economics

, Volume 54, Issue 4, pp 471–494 | Cite as

Economic Causes of Deforestation in the Brazilian Amazon: A Panel Data Analysis for the 2000s

  • Jorge Hargrave
  • Krisztina Kis-KatosEmail author


We use under-explored municipality level datasets to assess the recent economic and policy determinants of deforestation in the Brazilian Amazon. We estimate yearly panel data models (from 2002 to 2009) for 663 municipalities in the region. The results show that recent deforestation is increasing with economic activity and is also affected by economic incentives, measured by fluctuations in agricultural product and wood prices. Moreover, we document that the increasing enforcement efforts of the Brazilian environmental police (IBAMA) were effective in reducing deforestation rates.


Causes of deforestation Amazon Brazil 

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  1. Andam KS, Ferraro PJ, Pfaff A, Sanchez-Azofeifa GA, Robalino JA (2008) Measuring the effectiveness of protected area networks in reducing deforestation. Proc Natl Acad Sci 105(42): 16089–16094CrossRefGoogle Scholar
  2. Aguiar APD, Câmara G, Escada MIS (2007) Spatial statistical analysis of land-use determinants in the Brazilian Amazonia: exploring intra-regional heterogeneity. Ecol Model 209(2–4): 169–188CrossRefGoogle Scholar
  3. Alston L, Libecap G, Mueller B (2000) Land reform policies, the sources of violent conflict, and implications for deforestation in the Brazilian Amazon. J Environ Econ Manag 39(2): 162–188CrossRefGoogle Scholar
  4. Andersen LE (1996) The causes of deforestation in the Brazilian Amazon. J Environ Dev 5(3): 309–328CrossRefGoogle Scholar
  5. Andersen LE, Granger CWJ, Reis EJ, Weinhold D (2002) The dynamics of deforestation and economic growth in the Brazilian Amazon. Cambridge University Press, CambridgeCrossRefGoogle Scholar
  6. Andersen LE, Reis EJ (1997) Deforestation, development and government policy in the Brazilian Amazon: an econometric analysis. Texto Para Discussão No. 513, IPEA, Instituto de Pesquisa Econômica Aplicada, Rio de JaneiroGoogle Scholar
  7. Angelsen A (1999) Agricultural expansion and deforestation: modelling the impact of population, market forces and property rights. J Dev Econ 58(1): 185–218CrossRefGoogle Scholar
  8. Anualpec (2009) Anuário da pecuária brasileira 2009. IFNP: São PauloGoogle Scholar
  9. Araujo C, Bonjean CA, Combes J, Combes Motel P, Reis EJ (2009) Property rights and deforestation in the Brazilian Amazon. Ecol Econ 68(8/9): 2461–2468CrossRefGoogle Scholar
  10. Arellano M, Bond S (1991) Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. Rev Econ Stud 58(2): 277–297CrossRefGoogle Scholar
  11. Arima EY, Simmons CS, Walker RT, Cochrane MA (2007) Fire in the Brazilian Amazon: a spatially explicit model for policy impact analysis. J Reg Sci 47(3): 541–567CrossRefGoogle Scholar
  12. Assunção J, e Gandour CC, Rocha R (2012) Deforestation slowdown in the Legal Amazon: prices or policies?. CPI Working Paper Climate Policy Initiative, Rio de JaneiroGoogle Scholar
  13. Barreto P, Pereira R, Arima EA (2008) Pecuária e o desmatamento na Amazônia na era das mudanças climáticas. Discussion paper, IMAZON, Instituto do Homem e Meio Ambiente da Amazônia, BelémGoogle Scholar
  14. Barreto P, Arima E, Salomão R (2009) Qual o efeito das novas políticas contra o desmatamento na Amazônia?. Discussion paper, IMAZON, Instituto do Homem e Meio Ambiente da Amazônia, BelémGoogle Scholar
  15. Chomitz KM, Thomas TS (2003) Determinants of land use in Amazonia: a fine-scale spatial analysis. Am J Agric Econ 85(4): 1016–1028CrossRefGoogle Scholar
  16. Cisneros E, Hargrave J, Kis-Katos K et al. (2012) Unintended consequences of anti-corruption strategies: public fiscal audits and deforestation in the Brazilian Amazon. Unpublished working paperGoogle Scholar
  17. Diniz MB, Oliveira JN Jr, Neto NT, Diniz MJT (2009) Causas do desmatamento da Amazônia: uma aplicação do teste de causalidade de Granger acerca das principais fontes de desmatamento nos municípios da Amazônia legal brasileria. Nova Econ 19(1):121–151Google Scholar
  18. Ewers RM, Laurance WF, Souza CM Jr. (2008) Temporal fluctuations in Amazonian deforestation rates. Environ Conserv 35(4): 303–310CrossRefGoogle Scholar
  19. Fearnside PM (2003) Conservation policy in Brazilian Amazonia: understanding the dilemmas. World Dev 31(5): 757–779CrossRefGoogle Scholar
  20. Fearnside PM (2005) Deforestation in Brazilian Amazonia: history, rates and consequences. Conserv Biol 19(3): 680–688CrossRefGoogle Scholar
  21. Ferraz C (2001) Explaining agriculture expansion and deforestation: evidence from the Brazilian Amazon—1980/1998. Texto Para Discussão No. 265, IPEA, Instituto de Pesquisa Econômica Aplicada, Rio de JaneiroGoogle Scholar
  22. Ferraz C, Finan F (2008) Exposing corrupt politicians: the effects of Brazil’s publicly released audits on electoral outcomes. Q J Econ 123(2): 703–745CrossRefGoogle Scholar
  23. FGV (2011) FGV dados. Accessed on 22 March 2011
  24. IBGE (2011) Sistema IBGE de Recuperacao automatica–SIDRA. Accessed 22 March 2011
  25. INPE (2011) Prodes: Monitoramento da floresta Amazônica por satélite. Accessed on 22 March 2011
  26. Joppa LN, Pfaff A (2011) Global protected area impacts. Proc R Soc B Biol Sci 278(1712): 1633–1638CrossRefGoogle Scholar
  27. Kaimowitz D, Mertens B, Wunder S, Pacheco P (2004) Hamburger connection fuels Amazon destruction. Technical report, CIFOR, Center for International Forest Research, BogorGoogle Scholar
  28. Kaimowitz D, Angelsen A (1998) Economic models of tropical deforestation—a review. CIFOR, Center for International Forrest Research, BogorGoogle Scholar
  29. Kapoor M, Kelejian HH, Prucha IR (2007) Panel data models with spatially correlated error components. J Econ 140(1): 97–130Google Scholar
  30. Kirby KR, Laurance WF, Albernaz AK, Schroth G, Fearnside PM, Bergen S, Venticinque EM, Costa C (2006) The future of deforestation in the Brazilian Amazon. Futures 38(4): 432–453CrossRefGoogle Scholar
  31. Loureiro PRA, Sachsida A, Cardoso de Medonça MJ (2010) The dynamics of land-use in Brazilian Amazon. Department of Economics working paper, no. 342, University of Brasilia, BrasiliaGoogle Scholar
  32. Ludewigs T, D’Antona A, Brondizio E, Hetrick S (2009) Agrarian structure and land-cover change along the lifespan of three colonization areas in the Brazilian Amazon. World Dev 37(8): 1348–1359CrossRefGoogle Scholar
  33. Margulis S (2003) Causes of deforestation of the Brazilian Amazon. World Bank working paper series no. 22, World Bank, WashingtonGoogle Scholar
  34. Nepstad DC, Schwartzman S, Bamberger B, Santilli M, Ray D, Schlesinger P, Lefebvre P, Alencar A, Prinz E, Fiske G, Rolla A (2006a) Inhibition of Amazon deforestation and fire by parks and indigenous lands. Conserv Biol 20(1): 65–73CrossRefGoogle Scholar
  35. Nepstad DC, Stickler CM, Almeida OT (2006b) Globalization of the Amazon soy and beef industries: opportunities for conservation. Conserv Biol 20(6): 1595–1603CrossRefGoogle Scholar
  36. Pacheco P (2009) Agrarian reform in the Brazilian Amazon: its implications for land distribution and deforestation. World Dev 37(8): 1337–1347CrossRefGoogle Scholar
  37. Pfaff ASP (1999) What drives deforestation in the Brazilian Amazon?—evidence from satellite and socioeconomic data. J Environ Econ Manag 37(1): 26–43CrossRefGoogle Scholar
  38. Pfaff A, Robalino J, Walker R, Aldrich S, Caldas M, Reis E, Perz S, Bohrer C, Arima E, Laurance W, Kirby K (2007) Road investments, spatial spillovers, and deforestation in the Brazilian Amazon. J Reg Sci 47(1): 109–123CrossRefGoogle Scholar
  39. Prates RC (2008) O desmatamento desigual na Amazônia brasileira: Sua evolução, suas causas e consequências sobre o bem-estar. Escola Superior de Agricultura “Luiz de Queiroz”, Universidade de São Paulo, PiracicabaGoogle Scholar
  40. Reis EJ, Guzmán RM (1992) An econometric model of Amazon deforestation Texto para discussão No. 265, IPEA, Instituto de Pesquisa Econômica Aplicada, Rio de JaneiroGoogle Scholar
  41. Riveiro S, Almeida O, Ávila S, Oliveira W (2009) Pecuária e desmatamento: uma análise das principais causas diretas do desmatamento na Amazônia. Nova Econ 19(1):41–66Google Scholar
  42. Robalino JA, Pfaff A (2012) Contagious development: neighbor interactions in deforestation. J Dev Econ 97(2): 427–436CrossRefGoogle Scholar
  43. Shimshack JP, Ward MB (2005) Regulator reputation, enforcement and environmental compliance. J Environ Econ Manag 50(3): 519–540CrossRefGoogle Scholar
  44. Soares-Filho B, Moutinho P, Nepstad D, Anderson A, Rodrigues H, Garcia R, Dietzsch L et al (2010) Role of Brazilian Amazon protected areas in climate change mitigation. Proc Natl Acad Sci 107(24): 10821–10826CrossRefGoogle Scholar
  45. The Economist (2008) Welcome to our shrinking jungle. Econ 387(8583):49–50Google Scholar
  46. Weinhold D, Reis E (2008) Transportation costs and the spatial distribution of land use in the Brazilian Amazon. Glob Environ Change 18(1): 54–68CrossRefGoogle Scholar
  47. Windmeijer F (2005) A finite sample correction for the variance of linear efficient two-step GMM estimators. J Econ 126(1): 25–51Google Scholar

Copyright information

© Springer Science+Business Media Dordrecht 2012

Authors and Affiliations

  1. 1.IPEA (Instituto de Pesquisa Econômica Aplicada)BrasíliaBrazil
  2. 2.Institute for Economic ResearchUniversity of FreiburgFreiburgGermany

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