Nothing Special   »   [go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/p/osf/socarx/x5q9j.html
   My bibliography  Save this paper

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
    as

    Download full text from publisher

    File URL: https://osf.io/download/63d2a14e19ae2c00a582087a/
    Download Restriction: no

    File URL: https://libkey.io/10.31219/osf.io/x5q9j?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. 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. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. Robalino, Juan A. & Pfaff, Alexander, 2012. "Contagious development: Neighbor interactions in deforestation," Journal of Development Economics, Elsevier, vol. 97(2), pages 427-436.
    12. 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.
    13. 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.
    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. 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).

    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. Müller-Hansen, Finn & Heitzig, Jobst & Donges, Jonathan F. & Cardoso, Manoel F. & Dalla-Nora, Eloi L. & Andrade, Pedro & Kurths, Jürgen & Thonicke, Kirsten, 2019. "Can Intensification of Cattle Ranching Reduce Deforestation in the Amazon? Insights From an Agent-based Social-Ecological Model," Ecological Economics, Elsevier, vol. 159(C), pages 198-211.
    2. Cantillo, Tatiana & Garza, Nestor, 2022. "Armed conflict, institutions and deforestation: A dynamic spatiotemporal analysis of Colombia 2000–2018," World Development, Elsevier, vol. 160(C).
    3. Coronese, Matteo & Occelli, Martina & Lamperti, Francesco & Roventini, Andrea, 2023. "AgriLOVE: Agriculture, land-use and technical change in an evolutionary, agent-based model," Ecological Economics, Elsevier, vol. 208(C).
    4. Nicholas R. Magliocca, 2020. "Agent-Based Modeling for Integrating Human Behavior into the Food–Energy–Water Nexus," Land, MDPI, vol. 9(12), pages 1-25, December.
    5. Robert Huber & Hang Xiong & Kevin Keller & Robert Finger, 2022. "Bridging behavioural factors and standard bio‐economic modelling in an agent‐based modelling framework," Journal of Agricultural Economics, Wiley Blackwell, vol. 73(1), pages 35-63, February.
    6. Caravaggio, Nicola, 2022. "Economic growth and forest transition in Latin America," Forest Policy and Economics, Elsevier, vol. 135(C).
    7. 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).
    8. 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).
    9. Kaczan, David J., 2020. "Can roads contribute to forest transitions?," World Development, Elsevier, vol. 129(C).
    10. Pascale COMBES MOTEL & Jean-Louis COMBES & Catherine ARAUJO BONJEAN & Claudio ARAUJO & Eustaquio J. REIS, 2010. "Does Land Tenure Insecurity Drive Deforestation in the Brazilian Amazon?," Working Papers 201013, CERDI.
    11. Drechsler, Martin & Wätzold, Frank & Grimm, Volker, 2022. "The hitchhiker's guide to generic ecological-economic modelling of land-use-based biodiversity conservation policies," Ecological Modelling, Elsevier, vol. 465(C).
    12. Neli Aparecida de Mello-Théry & Eduardo de Lima Caldas & Beatriz M. Funatsu & Damien Arvor & Vincent Dubreuil, 2020. "Climate Change and Public Policies in the Brazilian Amazon State of Mato Grosso: Perceptions and Challenges," Sustainability, MDPI, vol. 12(12), pages 1-20, June.
    13. Walker, Kendra L., 2021. "Effect of land tenure on forest cover and the paradox of private titling in Panama," Land Use Policy, Elsevier, vol. 109(C).
    14. Sohag, Kazi & Gainetdinova, Anna & Mariev, Oleg, 2023. "Economic growth, institutional quality and deforestation: Evidence from Russia," Forest Policy and Economics, Elsevier, vol. 150(C).
    15. Noeldeke, Beatrice & Winter, Etti & Ntawuhiganayo, Elisée Bahati, 2022. "Representing human decision-making in agent-based simulation models: Agroforestry adoption in rural Rwanda," Ecological Economics, Elsevier, vol. 200(C).
    16. Caravaggio, Nicola, 2020. "A global empirical re-assessment of the Environmental Kuznets curve for deforestation," Forest Policy and Economics, Elsevier, vol. 119(C).
    17. Fraser J. Morgan & Philip Brown & Adam J. Daigneault, 2015. "Simulation vs. Definition: Differing Approaches to Setting Probabilities for Agent Behaviour," Land, MDPI, vol. 4(4), pages 1-24, September.
    18. Simmons, B. Alexander & Law, Elizabeth A. & Marcos-Martinez, Raymundo & Bryan, Brett A. & McAlpine, Clive & Wilson, Kerrie A., 2018. "Spatial and temporal patterns of land clearing during policy change," Land Use Policy, Elsevier, vol. 75(C), pages 399-410.
    19. Leijten, Floris & Sim, Sarah & King, Henry & Verburg, Peter H., 2021. "Local deforestation spillovers induced by forest moratoria: Evidence from Indonesia," Land Use Policy, Elsevier, vol. 109(C).
    20. Xuehong Bai & Huimin Yan & Lihu Pan & He Qing Huang, 2015. "Multi-Agent Modeling and Simulation of Farmland Use Change in a Farming–Pastoral Zone: A Case Study of Qianjingou Town in Inner Mongolia, China," Sustainability, MDPI, vol. 7(11), pages 1-32, November.

    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:x5q9j. 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.