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Can intensification of cattle ranching reduce deforestation in the Amazon? Insights from an agent-based social-ecological model

Author

Listed:
  • Müller-Hansen, Finn

    (Mercator Research Institute on Global Commons and Climate Change (MCC))

  • Heitzig, Jobst
  • Donges, Jonathan
  • Cardoso, Manoel F.
  • Dalla-Nora, Eloi L.
  • Andrade, Pedro R.
  • Kurths, Jürgen
  • Thonicke, Kirsten
Abstract
Deforestation in the Amazon with its vast consequences for the ecosystem and climate is largely related to subsequent land use for cattle ranching. In addition to conservation policies, proposals to reduce deforestation include measures to intensify cattle ranching. However, the effects of land-use intensification on deforestation are debated in the literature. This paper introduces the abacra model, a stylized agent-based model to study the interplay of deforestation and the intensification of cattle ranching in the Brazilian Amazon. The model combines social learning and ecological processes with market dynamics. In the model, agents adopt either an extensive or semi-intensive strategy of cattle ranching based on the success of their neighbors. They earn their income by selling cattle on a stylized market. We present a comprehensive analysis of the model with statistical methods and find that it produces highly non-linear transient outcomes in dependence on key parameters like the rate of social interaction and elasticity of the cattle price. We show that under many environmental and economic conditions, intensification does not reduce deforestation rates and sometimes even has a detrimental effect on deforestation. Anti-deforestation policies incentivizing fast intensification can only lower deforestation rates under conditions in which the local cattle market saturates.

Suggested Citation

  • Müller-Hansen, Finn & Heitzig, Jobst & Donges, Jonathan & Cardoso, Manoel F. & Dalla-Nora, Eloi L. & Andrade, Pedro R. & Kurths, Jürgen & Thonicke, Kirsten, 2019. "Can intensification of cattle ranching reduce deforestation in the Amazon? Insights from an agent-based social-ecological model," SocArXiv x5q9j, Center for Open Science.
    • Handle: RePEc:osf:socarx:x5q9j
    DOI: 10.31219/osf.io/x5q9j
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    References listed on IDEAS

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    1. Sergio Currarini & Carmen Marchiori & Alessandro Tavoni, 2016. "Network Economics and the Environment: Insights and Perspectives," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 65(1), pages 159-189, September.
    2. Andersen, Lykke E. & Groom, Ben & Killick, Evan & Ledezma, Juan Carlos & Palmer, Charles & Weinhold, Diana, 2017. "Modelling Land Use, Deforestation, and Policy: A Hybrid Optimisation-Heterogeneous Agent Model with Application to the Bolivian Amazon," Ecological Economics, Elsevier, vol. 135(C), pages 76-90.
    3. Michetti, Melania, 2012. "Modelling Land Use, Land-Use Change, and Forestry in Climate Change: A Review of Major Approaches," Climate Change and Sustainable Development 130546, Fondazione Eni Enrico Mattei (FEEM).
    4. An, Li, 2012. "Modeling human decisions in coupled human and natural systems: Review of agent-based models," Ecological Modelling, Elsevier, vol. 229(C), pages 25-36.
    5. Lee J. Alston & Bernardo Mueller, 2007. "Legal Reserve Requirements in Brazilian Forests: Path Dependent Evolution of De Facto Legislation," Economia, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics], vol. 8(4), pages 25-53.
    6. Erasmus K.H.J. Zu Ermgassen & Melquesedek Pereira de Alcântara & Andrew Balmford & Luis Barioni & Francisco Beduschi Neto & Murilo M. F. Bettarello & Genivaldo De Brito & Gabriel C. Carrero & Eduardo , 2018. "Results from On-The-Ground Efforts to Promote Sustainable Cattle Ranching in the Brazilian Amazon," Sustainability, MDPI, vol. 10(4), pages 1-26, April.
    7. Berger, Thomas, 2001. "Agent-based spatial models applied to agriculture: a simulation tool for technology diffusion, resource use changes and policy analysis," Agricultural Economics, Blackwell, vol. 25(2-3), pages 245-260, September.
    8. Quaas, Martin F. & Baumgartner, Stefan & Becker, Christian & Frank, Karin & Muller, Birgit, 2007. "Uncertainty and sustainability in the management of rangelands," Ecological Economics, Elsevier, vol. 62(2), pages 251-266, April.
    9. Angelsen, Arild & Kaimowitz, David, 1999. "Rethinking the Causes of Deforestation: Lessons from Economic Models," The World Bank Research Observer, World Bank, vol. 14(1), pages 73-98, February.
    10. Luciana S. Soler & Peter H. Verburg & Diógenes S. Alves, 2014. "Evolution of Land Use in the Brazilian Amazon: From Frontier Expansion to Market Chain Dynamics," Land, MDPI, vol. 3(3), pages 1-34, August.
    11. Jonah Busch & Kalifi Ferretti-Gallon, 2017. "What Drives Deforestation and What Stops It? A Meta-Analysis," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 11(1), pages 3-23.
    12. Robalino, Juan A. & Pfaff, Alexander, 2012. "Contagious development: Neighbor interactions in deforestation," Journal of Development Economics, Elsevier, vol. 97(2), pages 427-436.
    13. Eric A. Davidson & Cláudio J. Reis de Carvalho & Adelaine Michela Figueira & Françoise Yoko Ishida & Jean Pierre H. B. Ometto & Gabriela B. Nardoto & Renata Tuma Sabá & Sanae N. Hayashi & Eliane C. Le, 2007. "Recuperation of nitrogen cycling in Amazonian forests following agricultural abandonment," Nature, Nature, vol. 447(7147), pages 995-998, June.
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    Cited by:

    1. M. J. Milán & E. González, 2023. "Beef–cattle ranching in the Paraguayan Chaco: typological approach to a livestock frontier," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(6), pages 5185-5210, June.
    2. Brandão, Frederico & Befani, Barbara & Soares-Filho, Jaílson & Rajão, Raoni & Garcia, Edenise, 2023. "How to halt deforestation in the Amazon? A Bayesian process-tracing approach," Land Use Policy, Elsevier, vol. 133(C).
    3. Miranda, Bruno Varella & de Oliveira, Gustavo Magalhães, 2023. "Assessing the performance of voluntary environmental agreements under high monitoring costs: Evidence from the Brazilian Amazon," Ecological Economics, Elsevier, vol. 214(C).

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