IDEAS home Printed from https://ideas.repec.org/a/eee/ecolec/v141y2017icp234-244.html
   My bibliography  Save this article

The Role of Strategic Behaviour in Ecosystem Service Modelling: Integrating Bayesian Networks With Game Theory

Author

Listed:
  • Mulazzani, Luca
  • Manrique, Rosa
  • Malorgio, Giulio

Abstract

Humans fulfil an active role, through management and economic activities, in the production of ecosystem services and related benefits. Different human groups may pursue different objectives, and their actions may affect each other's well-being. Bayesian networks have gained importance in ecosystem service modelling and we show how, in recent literature, this approach has attempted to address strategic behaviour issues. Using simple simulations, we illustrate that the strategic behaviour of stakeholders could be better modelled with an integration of game theory concepts in Bayesian networks. This approach may help to understand the rationale behind stakeholders' behaviour and foresee their actions. Furthermore, the comparison of environmental results with cooperative and strategic behaviours raises questions about the role of humans in the production of ecosystem services, and on the correct way to value their benefits.

Suggested Citation

  • Mulazzani, Luca & Manrique, Rosa & Malorgio, Giulio, 2017. "The Role of Strategic Behaviour in Ecosystem Service Modelling: Integrating Bayesian Networks With Game Theory," Ecological Economics, Elsevier, vol. 141(C), pages 234-244.
    • Handle: RePEc:eee:ecolec:v:141:y:2017:i:c:p:234-244
    DOI: 10.1016/j.ecolecon.2017.04.022
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0921800916307200
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.ecolecon.2017.04.022?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Kareiva, Peter & Tallis, Heather & Ricketts, Taylor H. & Daily, Gretchen C. & Polasky, Stephen (ed.), 2011. "Natural Capital: Theory and Practice of Mapping Ecosystem Services," OUP Catalogue, Oxford University Press, number 9780199589005.
    2. Fisher, Brendan & Turner, R. Kerry & Morling, Paul, 2009. "Defining and classifying ecosystem services for decision making," Ecological Economics, Elsevier, vol. 68(3), pages 643-653, January.
    3. Koller, Daphne & Milch, Brian, 2003. "Multi-agent influence diagrams for representing and solving games," Games and Economic Behavior, Elsevier, vol. 45(1), pages 181-221, October.
    4. van Putten, Ingrid & Lalancette, Annie & Bayliss, Peter & Dennis, Darren & Hutton, Trevor & Norman-López, Ana & Pascoe, Sean & Plagányi, Eva & Skewes, Tim, 2013. "A Bayesian model of factors influencing indigenous participation in the Torres Strait tropical rocklobster fishery," Marine Policy, Elsevier, vol. 37(C), pages 96-105.
    5. Gómez-Baggethun, Erik & de Groot, Rudolf & Lomas, Pedro L. & Montes, Carlos, 2010. "The history of ecosystem services in economic theory and practice: From early notions to markets and payment schemes," Ecological Economics, Elsevier, vol. 69(6), pages 1209-1218, April.
    6. Williams, B.J. & Cole, B., 2013. "Mining monitored data for decision-making with a Bayesian network model," Ecological Modelling, Elsevier, vol. 249(C), pages 26-36.
    7. Pollino, Carmel A. & White, Andrea K. & Hart, Barry T., 2007. "Examination of conflicts and improved strategies for the management of an endangered Eucalypt species using Bayesian networks," Ecological Modelling, Elsevier, vol. 201(1), pages 37-59.
    8. Meineri, Eric & Dahlberg, C. Johan & Hylander, Kristoffer, 2015. "Using Gaussian Bayesian Networks to disentangle direct and indirect associations between landscape physiography, environmental variables and species distribution," Ecological Modelling, Elsevier, vol. 313(C), pages 127-136.
    9. Barton, D.N. & Saloranta, T. & Moe, S.J. & Eggestad, H.O. & Kuikka, S., 2008. "Bayesian belief networks as a meta-modelling tool in integrated river basin management -- Pros and cons in evaluating nutrient abatement decisions under uncertainty in a Norwegian river basin," Ecological Economics, Elsevier, vol. 66(1), pages 91-104, May.
    10. Ferdinando Villa & Kenneth J Bagstad & Brian Voigt & Gary W Johnson & Rosimeiry Portela & Miroslav Honzák & David Batker, 2014. "A Methodology for Adaptable and Robust Ecosystem Services Assessment," PLOS ONE, Public Library of Science, vol. 9(3), pages 1-18, March.
    11. Simone Righi & Károly Takács, 2014. "Emotional Strategies As Catalysts For Cooperation In Signed Networks," Advances in Complex Systems (ACS), World Scientific Publishing Co. Pte. Ltd., vol. 17(02), pages 1-23.
    12. McVittie, Alistair & Norton, Lisa & Martin-Ortega, Julia & Siameti, Ioanna & Glenk, Klaus & Aalders, Inge, 2015. "Operationalizing an ecosystem services-based approach using Bayesian Belief Networks: An application to riparian buffer strips," Ecological Economics, Elsevier, vol. 110(C), pages 15-27.
    13. Hamilton, Serena H. & Pollino, Carmel A. & Jakeman, Anthony J., 2015. "Habitat suitability modelling of rare species using Bayesian networks: Model evaluation under limited data," Ecological Modelling, Elsevier, vol. 299(C), pages 64-78.
    14. Boyd, James & Banzhaf, Spencer, 2007. "What are ecosystem services? The need for standardized environmental accounting units," Ecological Economics, Elsevier, vol. 63(2-3), pages 616-626, August.
    15. Keshtkar, A.R. & Salajegheh, A. & Sadoddin, A. & Allan, M.G., 2013. "Application of Bayesian networks for sustainability assessment in catchment modeling and management (Case study: The Hablehrood river catchment)," Ecological Modelling, Elsevier, vol. 268(C), pages 48-54.
    16. Gieder, Katherina D. & Karpanty, Sarah M. & Fraser, James D. & Catlin, Daniel H. & Gutierrez, Benjamin T. & Plant, Nathaniel G. & Turecek, Aaron M. & Robert Thieler, E., 2014. "A Bayesian network approach to predicting nest presence of the federally-threatened piping plover (Charadrius melodus) using barrier island features," Ecological Modelling, Elsevier, vol. 276(C), pages 38-50.
    17. Meyer, Spencer R. & Johnson, Michelle L. & Lilieholm, Robert J. & Cronan, Christopher S., 2014. "Development of a stakeholder-driven spatial modeling framework for strategic landscape planning using Bayesian networks across two urban-rural gradients in Maine, USA," Ecological Modelling, Elsevier, vol. 291(C), pages 42-57.
    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. Mohsen Abbaspour Onari & Mustafa Jahangoshai Rezaee, 2022. "A fuzzy cognitive map based on Nash bargaining game for supplier selection problem: a case study on auto parts industry," Operational Research, Springer, vol. 22(3), pages 2133-2171, July.
    2. Yun Teng & Peiwen Lin, 2022. "Research on Behavioral Decision-Making of Subjects on Cultivated Land Conservation under the Goal of Carbon Neutrality," Land, MDPI, vol. 11(10), pages 1-25, September.
    3. Habib Zare & Madjid Tavana & Abbas Mardani & Sepideh Masoudian & Mahyar Kamali Saraji, 2019. "A hybrid data envelopment analysis and game theory model for performance measurement in healthcare," Health Care Management Science, Springer, vol. 22(3), pages 475-488, September.
    4. Xie, Hualin & Wang, Wei & Zhang, Xinmin, 2018. "Evolutionary game and simulation of management strategies of fallow cultivated land: A case study in Hunan province, China," Land Use Policy, Elsevier, vol. 71(C), pages 86-97.
    5. Zhang, Mingming & Zhou, Simei & Wang, Qunwei & Liu, Liyun & Zhou, Dequn, 2023. "Will the carbon neutrality target impact China's energy security? A dynamic Bayesian network model," Energy Economics, Elsevier, vol. 125(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. Luca Mulazzani & Rosa Manrique & Giulio Malorgio, 2015. "Community-Led Coastal Development and the Relationship between Human Activities and Ecosystem Services," 2015 EAFE (European Association of Fisheries Economists) Conference Papers 007, Nisea.
    2. Rau, Anna-Lena & von Wehrden, Henrik & Abson, David J., 2018. "Temporal Dynamics of Ecosystem Services," Ecological Economics, Elsevier, vol. 151(C), pages 122-130.
    3. Zhang, Quanzhong & Wei, Haiyan & Liu, Jing & Zhao, Zefang & Ran, Qiao & Gu, Wei, 2021. "A Bayesian network with fuzzy mathematics for species habitat suitability analysis: A case with limited Angelica sinensis (Oliv.) Diels data," Ecological Modelling, Elsevier, vol. 450(C).
    4. Pierre Mokondoko & Robert H Manson & Taylor H Ricketts & Daniel Geissert, 2018. "Spatial analysis of ecosystem service relationships to improve targeting of payments for hydrological services," PLOS ONE, Public Library of Science, vol. 13(2), pages 1-27, February.
    5. Moe, S. Jannicke & Haande, Sigrid & Couture, Raoul-Marie, 2016. "Climate change, cyanobacteria blooms and ecological status of lakes: A Bayesian network approach," Ecological Modelling, Elsevier, vol. 337(C), pages 330-347.
    6. Meineri, Eric & Dahlberg, C. Johan & Hylander, Kristoffer, 2015. "Using Gaussian Bayesian Networks to disentangle direct and indirect associations between landscape physiography, environmental variables and species distribution," Ecological Modelling, Elsevier, vol. 313(C), pages 127-136.
    7. Braat, Leon C. & de Groot, Rudolf, 2012. "The ecosystem services agenda:bridging the worlds of natural science and economics, conservation and development, and public and private policy," Ecosystem Services, Elsevier, vol. 1(1), pages 4-15.
    8. McVittie, Alistair & Norton, Lisa & Martin-Ortega, Julia & Siameti, Ioanna & Glenk, Klaus & Aalders, Inge, 2015. "Operationalizing an ecosystem services-based approach using Bayesian Belief Networks: An application to riparian buffer strips," Ecological Economics, Elsevier, vol. 110(C), pages 15-27.
    9. Kubiszewski, Ida & Concollato, Luke & Costanza, Robert & Stern, David I., 2023. "Changes in authorship, networks, and research topics in ecosystem services," Ecosystem Services, Elsevier, vol. 59(C).
    10. Léa Tardieu, 2017. "The need for integrated spatial assessments in ecosystem service mapping," Review of Agricultural, Food and Environmental Studies, Springer, vol. 98(3), pages 173-200, December.
    11. Häyhä, Tiina & Franzese, Pier Paolo, 2014. "Ecosystem services assessment: A review under an ecological-economic and systems perspective," Ecological Modelling, Elsevier, vol. 289(C), pages 124-132.
    12. Zhichao Li & Tianqu Shao, 2019. "An Improved Ecological Services Valuation Model in Land Use Project," IJERPH, MDPI, vol. 16(8), pages 1-17, April.
    13. Smith, Ron I. & Barton, David N. & Dick, Jan & Haines-Young, Roy & Madsen, Anders L. & Rusch, Graciela M. & Termansen, Mette & Woods, Helen & Carvalho, Laurence & Giucă, Relu Constantin & Luque, Sandr, 2018. "Operationalising ecosystem service assessment in Bayesian Belief Networks: Experiences within the OpenNESS project," Ecosystem Services, Elsevier, vol. 29(PC), pages 452-464.
    14. C. Feger & Laurent Mermet, 2021. "Advances in accounting for biodiversity and ecosystems: a typology focusing upon the environmental results imperative [Innovations comptables pour la biodiversité et les écosystèmes : une typologie," Post-Print hal-02549016, HAL.
    15. Rawlins, Jonathan M. & De Lange, Willem J. & Fraser, Gavin C.G., 2018. "An Ecosystem Service Value Chain Analysis Framework: A Conceptual Paper," Ecological Economics, Elsevier, vol. 147(C), pages 84-95.
    16. Ruckelshaus, Mary & McKenzie, Emily & Tallis, Heather & Guerry, Anne & Daily, Gretchen & Kareiva, Peter & Polasky, Stephen & Ricketts, Taylor & Bhagabati, Nirmal & Wood, Spencer A. & Bernhardt, Joanna, 2015. "Notes from the field: Lessons learned from using ecosystem service approaches to inform real-world decisions," Ecological Economics, Elsevier, vol. 115(C), pages 11-21.
    17. Valencia Torres, Angélica & Tiwari, Chetan & Atkinson, Samuel F., 2021. "Progress in ecosystem services research: A guide for scholars and practitioners," Ecosystem Services, Elsevier, vol. 49(C).
    18. Zilio, Mariana I. & Alfonso, M. Belén & Ferrelli, Federico & Perillo, Gerardo M.E. & Piccolo, M. Cintia, 2017. "Ecosystem services provision, tourism and climate variability in shallow lakes: The case of La Salada, Buenos Aires, Argentina," Tourism Management, Elsevier, vol. 62(C), pages 208-217.
    19. Claudia Kettner & Angela Köppl & Sigrid Stagl, 2014. "Towards an Operational Measurement of Socio-ecological Performance. WWWforEurope Working Paper No. 52," WIFO Studies, WIFO, number 47154.
    20. Bianchi, Ettore & Accastello, Cristian & Trappmann, Daniel & Blanc, Simone & Brun, Filippo, 2018. "The Economic Evaluation of Forest Protection Service Against Rockfall: A Review of Experiences and Approaches," Ecological Economics, Elsevier, vol. 154(C), pages 409-418.

    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:eee:ecolec:v:141:y:2017:i:c:p:234-244. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/ecolecon .

    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.