IDEAS home Printed from https://ideas.repec.org/a/eee/ecomod/v441y2021ics0304380020304804.html
   My bibliography  Save this article

Ecosystem based multi-species management using Empirical Dynamic Programming

Author

Listed:
  • Brias, Antoine
  • Munch, Stephan B.

Abstract

Control theory and stochastic dynamic programming have long been used to develop optimal single-species management policies. However, most species interact with others through competition and predation as parts of complex ecosystems. As a consequence, it is unclear how far from optimal the single species policies currently in use actually are. Moreover, there are as yet no scalable algorithms for optimal ecosystem management.

Suggested Citation

  • Brias, Antoine & Munch, Stephan B., 2021. "Ecosystem based multi-species management using Empirical Dynamic Programming," Ecological Modelling, Elsevier, vol. 441(C).
  • Handle: RePEc:eee:ecomod:v:441:y:2021:i:c:s0304380020304804
    DOI: 10.1016/j.ecolmodel.2020.109423
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304380020304804
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ecolmodel.2020.109423?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. Cheung, William W.L. & Sumaila, U. Rashid, 2008. "Trade-offs between conservation and socio-economic objectives in managing a tropical marine ecosystem," Ecological Economics, Elsevier, vol. 66(1), pages 193-210, May.
    2. Schroder, Svetlana A. (Kushch) & Tóth, Sándor F. & Deal, Robert L. & Ettl, Gregory J., 2016. "Multi-objective optimization to evaluate tradeoffs among forest ecosystem services following fire hazard reduction in the Deschutes National Forest, USA," Ecosystem Services, Elsevier, vol. 22(PB), pages 328-347.
    3. Fletcher, W.J. & Shaw, J. & Metcalf, S.J. & Gaughan, D.J., 2010. "An Ecosystem Based Fisheries Management framework: the efficient, regional-level planning tool for management agencies," Marine Policy, Elsevier, vol. 34(6), pages 1226-1238, November.
    4. Bulte, Erwin H. & Horan, Richard D., 2003. "Habitat conservation, wildlife extraction and agricultural expansion," Journal of Environmental Economics and Management, Elsevier, vol. 45(1), pages 109-127, January.
    5. Wolfram Barfuss & Jonathan F. Donges & Steven J. Lade & Jürgen Kurths, 2018. "When optimization for governing human-environment tipping elements is neither sustainable nor safe," Nature Communications, Nature, vol. 9(1), pages 1-10, December.
    6. Williams, Perry J. & Kendall, William L., 2017. "A guide to multi-objective optimization for ecological problems with an application to cackling goose management," Ecological Modelling, Elsevier, vol. 343(C), pages 54-67.
    7. Athanassoglou, Stergios & Xepapadeas, Anastasios, 2012. "Pollution control with uncertain stock dynamics: When, and how, to be precautious," Journal of Environmental Economics and Management, Elsevier, vol. 63(3), pages 304-320.
    8. V. S. Borkar & S. P. Meyn, 2002. "Risk-Sensitive Optimal Control for Markov Decision Processes with Monotone Cost," Mathematics of Operations Research, INFORMS, vol. 27(1), pages 192-209, February.
    9. Poudel, Diwakar & Sandal, Leif K. & Steinshamn, Stein I. & Kvamsdal, Sturla F., 2012. "Do Species Interactions and Stochasticity Matter to Optimal Management of Multispecies Fisheries?," Discussion Papers 2012/1, Norwegian School of Economics, Department of Business and Management Science.
    10. Schuwirth, Nele & Borgwardt, Florian & Domisch, Sami & Friedrichs, Martin & Kattwinkel, Mira & Kneis, David & Kuemmerlen, Mathias & Langhans, Simone D. & Martínez-López, Javier & Vermeiren, Peter, 2019. "How to make ecological models useful for environmental management," Ecological Modelling, Elsevier, vol. 411(C).
    11. Elizabeth A Fulton & Anthony D M Smith & David C Smith & Penelope Johnson, 2014. "An Integrated Approach Is Needed for Ecosystem Based Fisheries Management: Insights from Ecosystem-Level Management Strategy Evaluation," PLOS ONE, Public Library of Science, vol. 9(1), pages 1-16, January.
    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. Johnson, Bethany & Munch, Stephan B., 2022. "An empirical dynamic modeling framework for missing or irregular samples," Ecological Modelling, Elsevier, vol. 468(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. Arnab Basu & Tirthankar Bhattacharyya & Vivek S. Borkar, 2008. "A Learning Algorithm for Risk-Sensitive Cost," Mathematics of Operations Research, INFORMS, vol. 33(4), pages 880-898, November.
    2. Newbery, David, 2018. "Policies for decarbonizing a liberalized power sector," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 12, pages 1-24.
    3. Hassan Benchekroun & Farnaz Taherkhani, 2014. "Adaptation and the Allocation of Pollution Reduction Costs," Dynamic Games and Applications, Springer, vol. 4(1), pages 32-57, March.
    4. Mark Kagan, 2012. "Climate Change Skepticism in the Face of Catastrophe," Tinbergen Institute Discussion Papers 12-112/VIII, Tinbergen Institute, revised 29 Sep 2014.
    5. Violaine Tarizzo & Eric Tromeur & Olivier Thébaud & Richard Little & Sarah Jennings & Luc Doyen, 2018. "Risk averse policies foster bio-economic sustainability in mixed fisheries," Cahiers du GREThA (2007-2019) 2018-07, Groupe de Recherche en Economie Théorique et Appliquée (GREThA).
    6. Eppink, Florian V. & van den Bergh, Jeroen C.J.M., 2007. "Ecological theories and indicators in economic models of biodiversity loss and conservation: A critical review," Ecological Economics, Elsevier, vol. 61(2-3), pages 284-293, March.
    7. W. A. Brock & A. Xepapadeas, 2015. "Modeling Coupled Climate, Ecosystems, and Economic Systems," Working Papers 2015.66, Fondazione Eni Enrico Mattei.
    8. Mosai, Alseno K. & Tokwana, Bontle C. & Tutu, Hlanganani, 2022. "Computer simulation modelling of the simultaneous adsorption of Cd, Cu and Cr from aqueous solutions by agricultural clay soil: A PHREEQC geochemical modelling code coupled to parameter estimation (PE," Ecological Modelling, Elsevier, vol. 465(C).
    9. Loïc Berger & Massimo Marinacci, 2020. "Model Uncertainty in Climate Change Economics: A Review and Proposed Framework for Future Research," Working Papers hal-02914088, HAL.
    10. Fischer, Carolyn & Sterner, Thomas & Muchapondwa, Edwin, 2005. "Bioeconomic Model of Community Incentives for Wildlife Management Before and After CAMPFIRE," RFF Working Paper Series dp-05-06, Resources for the Future.
    11. Wang, Y. & Li, S.Y. & Duan, L.J. & Liu, Y., 2012. "Fishery policy exploration in the Pearl River Estuary based on an Ecosim model," Ecological Modelling, Elsevier, vol. 230(C), pages 34-43.
    12. Wenguang Tang & Shuhua Zhang, 2019. "Modeling and Computation of Transboundary Pollution Game Based on Joint Implementation Mechanism," Complexity, Hindawi, vol. 2019, pages 1-18, August.
    13. Kitti, Mitri & Heikkila, Jaakko & Huhtala, Anni, 2006. "Fair policies for the coffee trade - protecting people or biodiversity?," Discussion Papers 11858, MTT Agrifood Research Finland.
    14. Karner, Katrin & Schmid, Erwin & Schneider, Uwe A. & Mitter, Hermine, 2021. "Computing stochastic Pareto frontiers between economic and environmental goals for a semi-arid agricultural production region in Austria," Ecological Economics, Elsevier, vol. 185(C).
    15. Richard D. Horan & Jason F. Shogren & Erwin Bulte, 2003. "A Paleoeconomic Theory of Co‐Evolution and Extinction of Domesticable Animals," Scottish Journal of Political Economy, Scottish Economic Society, vol. 50(2), pages 131-148, May.
    16. Basu, Arnab & Ghosh, Mrinal Kanti, 2014. "Zero-sum risk-sensitive stochastic games on a countable state space," Stochastic Processes and their Applications, Elsevier, vol. 124(1), pages 961-983.
    17. Bhabak, Arnab & Saha, Subhamay, 2022. "Risk-sensitive semi-Markov decision problems with discounted cost and general utilities," Statistics & Probability Letters, Elsevier, vol. 184(C).
    18. Brock, W. & Xepapadeas, A., 2017. "Climate change policy under polar amplification," European Economic Review, Elsevier, vol. 99(C), pages 93-112.
    19. Di Pirro, E. & Sallustio, L. & Capotorti, G. & Marchetti, M. & Lasserre, B., 2021. "A scenario-based approach to tackle trade-offs between biodiversity conservation and land use pressure in Central Italy," Ecological Modelling, Elsevier, vol. 448(C).
    20. Yasuhiro Nakamoto & Koichi Futagami, 2016. "Dynamic Analysis of a Renewable Resource in a Small Open Economy: The Role of Environmental Policies for the Environment," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 64(3), pages 373-399, July.

    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:ecomod:v:441:y:2021:i:c:s0304380020304804. 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.journals.elsevier.com/ecological-modelling .

    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.