IDEAS home Printed from https://ideas.repec.org/p/osf/socarx/8yfr7_v1.html
   My bibliography  Save this paper

Efficient Conservation of the Brazilian Amazon: Estimates from a Dynamic Model

Author

Listed:
  • Araujo, Rafael
  • Costa, Francisco J M

    (FGV EPGE Brazilian School of Economics and Finance)

  • Sant'Anna, Marcelo

    (Fundação Getulio Vargas)

Abstract

This paper estimates the Brazilian Amazon’s carbon-efficient forest cover -- i.e. when farmers internalize the social cost of carbon. We propose a dynamic discrete choice land-use model and estimate it using a panel of land use and carbon stock of 5.7 billion pixels between 2008 and 2017. The business-as-usual scenario implies an inefficient release of 42 billion tons of CO2 in the long run resulting from the deforestation of an area twice the size of France. A carbon tax that makes farmers internalize the social cost of carbon would implement the efficient allocation and generate welfare gains exceeding 1.6 trillion dollars. Responses from a carbon tax are highly convex: a carbon tax of only $10/ton would preserve 95% of the efficient carbon stock. An excise tax on cattle ranching, a second-best policy, achieves at most 87% of the first-best welfare gains.

Suggested Citation

  • Araujo, Rafael & Costa, Francisco J M & Sant'Anna, Marcelo, 2020. "Efficient Conservation of the Brazilian Amazon: Estimates from a Dynamic Model," SocArXiv 8yfr7_v1, Center for Open Science.
  • Handle: RePEc:osf:socarx:8yfr7_v1
    DOI: 10.31219/osf.io/8yfr7_v1
    as

    Download full text from publisher

    File URL: https://osf.io/download/5fcf74abaa60b803e4894ee5/
    Download Restriction: no

    File URL: https://libkey.io/10.31219/osf.io/8yfr7_v1?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
    ---><---

    References listed on IDEAS

    as
    1. Carlo Fezzi & Ian J. Bateman, 2011. "Structural Agricultural Land Use Modeling for Spatial Agro-Environmental Policy Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(4), pages 1168-1188.
    2. Dave Donaldson & Richard Hornbeck, 2016. "Railroads and American Economic Growth: A "Market Access" Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 799-858.
    3. Ryan Abman & Clark Lundberg & Michele Ruta, 2024. "The Effectiveness of Environmental Provisions in Regional Trade Agreements," Journal of the European Economic Association, European Economic Association, vol. 22(6), pages 2507-2548.
    4. V. Joseph Hotz & Robert A. Miller, 1993. "Conditional Choice Probabilities and the Estimation of Dynamic Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 497-529.
    5. Sam Asher & Teevrat Garg & Paul Novosad, 2020. "The Ecological Impact of Transportation Infrastructure," The Economic Journal, Royal Economic Society, vol. 130(629), pages 1173-1199.
    6. Robert Heilmayr & Cristian Echeverría & Eric F. Lambin, 2020. "Impacts of Chilean forest subsidies on forest cover, carbon and biodiversity," Nature Sustainability, Nature, vol. 3(9), pages 701-709, September.
    7. Arie Staal & Obbe A. Tuinenburg & Joyce H. C. Bosmans & Milena Holmgren & Egbert H. van Nes & Marten Scheffer & Delphine Clara Zemp & Stefan C. Dekker, 2018. "Forest-rainfall cascades buffer against drought across the Amazon," Nature Climate Change, Nature, vol. 8(6), pages 539-543, June.
    8. Franklin, Sergio L. & Pindyck, Robert S., 2018. "Tropical Forests, Tipping Points, and the Social Cost of Deforestation," Ecological Economics, Elsevier, vol. 153(C), pages 161-171.
    9. Carreira, Igor & Costa, Francisco & Pessoa, João Paulo, 2024. "The deforestation effects of trade and agricultural productivity in Brazil," Journal of Development Economics, Elsevier, vol. 167(C).
    10. Paula Bustos & Bruno Caprettini & Jacopo Ponticelli, 2016. "Agricultural Productivity and Structural Transformation: Evidence from Brazil," American Economic Review, American Economic Association, vol. 106(6), pages 1320-1365, June.
    11. Lubowski, Ruben N. & Plantinga, Andrew J. & Stavins, Robert N., 2006. "Land-use change and carbon sinks: Econometric estimation of the carbon sequestration supply function," Journal of Environmental Economics and Management, Elsevier, vol. 51(2), pages 135-152, March.
    12. Ariaster B. Chimeli & Rodrigo R. Soares, 2017. "The Use of Violence in Illegal Markets: Evidence from Mahogany Trade in the Brazilian Amazon," American Economic Journal: Applied Economics, American Economic Association, vol. 9(4), pages 30-57, October.
    13. Richard Hornbeck, 2010. "Barbed Wire: Property Rights and Agricultural Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(2), pages 767-810.
    14. Kalouptsidi, Myrto & Scott, Paul T. & Souza-Rodrigues, Eduardo, 2021. "Linear IV regression estimators for structural dynamic discrete choice models," Journal of Econometrics, Elsevier, vol. 222(1), pages 778-804.
    15. Burgess, Robin & Costa, Francisco J M & Olken, Ben, 2019. "The Brazilian Amazon’s Double Reversal of Fortune," SocArXiv 67xg5, Center for Open Science.
    16. Brester, Gary W & Wohlgenant, Michael K, 1993. "Correcting for Measurement Error in Food Demand Estimation," The Review of Economics and Statistics, MIT Press, vol. 75(2), pages 352-356, May.
    17. Jennifer M. Alix-Garcia & Katharine R. E. Sims & Patricia Yañez-Pagans, 2015. "Only One Tree from Each Seed? Environmental Effectiveness and Poverty Alleviation in Mexico's Payments for Ecosystem Services Program," American Economic Journal: Economic Policy, American Economic Association, vol. 7(4), pages 1-40, November.
    18. Marcelo Sant'Anna, 2024. "How Green Is Sugarcane Ethanol?," The Review of Economics and Statistics, MIT Press, vol. 106(1), pages 202-216, January.
    19. D. V. Spracklen & S. R. Arnold & C. M. Taylor, 2012. "Observations of increased tropical rainfall preceded by air passage over forests," Nature, Nature, vol. 489(7415), pages 282-285, September.
    20. Juliano Assunção & Clarissa Gandour & Romero Rocha, 2023. "DETER-ing Deforestation in the Amazon: Environmental Monitoring and Law Enforcement," American Economic Journal: Applied Economics, American Economic Association, vol. 15(2), pages 125-156, April.
    21. A. Baccini & S. J. Goetz & W. S. Walker & N. T. Laporte & M. Sun & D. Sulla-Menashe & J. Hackler & P. S. A. Beck & R. Dubayah & M. A. Friedl & S. Samanta & R. A. Houghton, 2012. "Estimated carbon dioxide emissions from tropical deforestation improved by carbon-density maps," Nature Climate Change, Nature, vol. 2(3), pages 182-185, March.
    22. Arnaud Costinot & Dave Donaldson & Cory Smith, 2016. "Evolving Comparative Advantage and the Impact of Climate Change in Agricultural Markets: Evidence from 1.7 Million Fields around the World," Journal of Political Economy, University of Chicago Press, vol. 124(1), pages 205-248.
    23. R. A. Houghton & D. L. Skole & Carlos A. Nobre & J. L. Hackler & K. T. Lawrence & W H. Chomentowski, 2000. "Annual fluxes of carbon from deforestation and regrowth in the Brazilian Amazon," Nature, Nature, vol. 403(6767), pages 301-304, January.
    24. Mark A. Cochrane, 2003. "Fire science for rainforests," Nature, Nature, vol. 421(6926), pages 913-919, February.
    25. Eduardo Souza-Rodrigues, 2019. "Deforestation in the Amazon: A Unified Framework for Estimation and Policy Analysis," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(6), pages 2713-2744.
    26. Juliano Assunção & Robert McMillan & Joshua Murphy & Eduardo Souza-Rodrigues, 2023. "Optimal Environmental Targeting in the Amazon Rainforest," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(4), pages 1608-1641.
    27. Harding, Torfinn & Herzberg, Julika & Kuralbayeva, Karlygash, 2021. "Commodity prices and robust environmental regulation: Evidence from deforestation in Brazil," Journal of Environmental Economics and Management, Elsevier, vol. 108(C).
    28. Victor Aguirregabiria & Pedro Mira, 2007. "Sequential Estimation of Dynamic Discrete Games," Econometrica, Econometric Society, vol. 75(1), pages 1-53, January.
    29. Olivier Cadot & Julien Gourdon & Frank van Tongeren, 2018. "Estimating Ad Valorem Equivalents of Non-Tariff Measures: Combining Price-Based and Quantity-Based Approaches," OECD Trade Policy Papers 215, OECD Publishing.
    30. William Nordhaus, 2014. "Estimates of the Social Cost of Carbon: Concepts and Results from the DICE-2013R Model and Alternative Approaches," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 1(1), pages 000.
    31. Bernardo M. Flores & Encarni Montoya & Boris Sakschewski & Nathália Nascimento & Arie Staal & Richard A. Betts & Carolina Levis & David M. Lapola & Adriane Esquível-Muelbert & Catarina Jakovac & Carlo, 2024. "Critical transitions in the Amazon forest system," Nature, Nature, vol. 626(7999), pages 555-564, February.
    32. Assunção, Juliano & Gandour, Clarissa & Rocha, Rudi, 2015. "Deforestation slowdown in the Brazilian Amazon: prices or policies?," Environment and Development Economics, Cambridge University Press, vol. 20(6), pages 697-722, December.
    33. Ryan Abman & Clark Lundberg, 2020. "Does Free Trade Increase Deforestation? The Effects of Regional Trade Agreements," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 7(1), pages 35-72.
    34. Britaldo Silveira Soares-Filho & Daniel Curtis Nepstad & Lisa M. Curran & Gustavo Coutinho Cerqueira & Ricardo Alexandrino Garcia & Claudia Azevedo Ramos & Eliane Voll & Alice McDonald & Paul Lefebvre, 2006. "Modelling conservation in the Amazon basin," Nature, Nature, vol. 440(7083), pages 520-523, March.
    35. Luciana V. Gatti & Luana S. Basso & John B. Miller & Manuel Gloor & Lucas Gatti Domingues & Henrique L. G. Cassol & Graciela Tejada & Luiz E. O. C. Aragão & Carlos Nobre & Wouter Peters & Luciano Mara, 2021. "Amazonia as a carbon source linked to deforestation and climate change," Nature, Nature, vol. 595(7867), pages 388-393, July.
    36. Bård Harstad, 2024. "Contingent Trade Agreements," NBER Working Papers 32392, National Bureau of Economic Research, Inc.
    37. 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.
    Full references (including those not matched with items on IDEAS)

    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. Araujo, Rafael & Costa, Francisco J M & Sant'Anna, Marcelo, 2020. "Efficient Forestation in the Brazilian Amazon: Evidence from a Dynamic Model," SocArXiv 8yfr7, Center for Open Science.
    2. Carreira, Igor & Costa, Francisco & Pessoa, João Paulo, 2024. "The deforestation effects of trade and agricultural productivity in Brazil," Journal of Development Economics, Elsevier, vol. 167(C).
    3. Merkus, Erik, 2024. "The economic consequences of environmental enforcement: Evidence from an anti-deforestation policy in Brazil," World Development, Elsevier, vol. 181(C).
    4. Carreira, Igor & Costa, Francisco J M & Pessoa, Joao Paulo, 2022. "The Deforestation Effects of Trade and Agricultural Productivity in Brazil," SocArXiv hy3np_v1, Center for Open Science.
    5. Araujo, Rafael, 2024. "The value of tropical forests to hydropower," Energy Economics, Elsevier, vol. 129(C).
    6. Bård Harstad, 2022. "Trade, Trees, and Contingent Trade Agreements," CESifo Working Paper Series 9596, CESifo.
    7. Aidt, Toke S. & Albornoz, Facundo & Hauk, Esther, 2024. "To cut or not to cut: Deforestation policy under the shadow of foreign influence," Journal of Economic Behavior & Organization, Elsevier, vol. 227(C).
    8. Juliano Assunção & Robert McMillan & Joshua Murphy & Eduardo Souza-Rodrigues, 2019. "Optimal Environmental Targeting in the Amazon Rainforest," NBER Working Papers 25636, National Bureau of Economic Research, Inc.
    9. Juliano Assuncao & Robert McMillan & Joshua Murphy & Eduardo Souza-Rodrigues, 2019. "Optimal Environmental Targeting in the Amazon Rainforest," Working Papers tecipa-631, University of Toronto, Department of Economics.
    10. Berman, Nicolas & Couttenier, Mathieu & Leblois, Antoine & Soubeyran, Raphael, 2023. "Crop prices and deforestation in the tropics," Journal of Environmental Economics and Management, Elsevier, vol. 119(C).
    11. Scott, Paul, 2014. "Dynamic Discrete Choice Estimation of Agricultural Land Use," TSE Working Papers 14-526, Toulouse School of Economics (TSE).
    12. Bård Harstad, 2020. "Trade and Trees: How Trade Agreements Can Motivate Conservation Instead of Depletion," CESifo Working Paper Series 8569, CESifo.
    13. Reynaert, Mathias & Souza-Rodrigues, Eduardo & van Benthem, Arthur A., 2024. "The environmental impacts of protected area policy," Regional Science and Urban Economics, Elsevier, vol. 107(C).
    14. Nina Boberg-Fazlić & Paul Sharp, 2024. "Immigrant Communities and Knowledge Spillovers: Danish Americans and the Development of the Dairy Industry in the United States," American Economic Journal: Macroeconomics, American Economic Association, vol. 16(1), pages 102-146, January.
    15. Victor Aguirregabiria & Margaret Slade, 2017. "Empirical models of firms and industries," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 50(5), pages 1445-1488, December.
    16. Joseph S. Shapiro, 2016. "Trade Costs, CO2, and the Environment," American Economic Journal: Economic Policy, American Economic Association, vol. 8(4), pages 220-254, November.
    17. Xinming Du & Lei Li & Eric Zou, 2024. "Trade, Trees, and Lives," Papers 2411.13516, arXiv.org.
    18. Christoph Albert & Paula Bustos & Jacopo Ponticelli, 2021. "The Effects of Climate Change on Labor and Capital Reallocation," NBER Working Papers 28995, National Bureau of Economic Research, Inc.
    19. André Albuquerque Sant’Anna & Lucas Costa, 2019. "Bailing out environmental liabilities: moral hazard and deforestation in the Brazilian Amazon," Documentos de Trabajo 17435, The Latin American and Caribbean Economic Association (LACEA).
    20. Neal, Timothy, 2024. "Estimating the effectiveness of forest protection using regression discontinuity," Journal of Environmental Economics and Management, Elsevier, vol. 127(C).

    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:osf:socarx:8yfr7_v1. 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: OSF (email available below). General contact details of provider: https://arabixiv.org .

    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.