IDEAS home Printed from https://ideas.repec.org/a/eee/ecomod/v300y2015icp102-113.html
   My bibliography  Save this article

Modelling the strategy of mid-water trawlers targeting small pelagic fish in the Adriatic Sea and its drivers

Author

Listed:
  • Russo, Tommaso
  • Pulcinella, Jacopo
  • Parisi, Antonio
  • Martinelli, Michela
  • Belardinelli, Andrea
  • Santojanni, Alberto
  • Cataudella, Stefano
  • Colella, Sabrina
  • Anderlini, Luca

Abstract

Mid-water pair trawling (PTM) targeting small pelagic resources represents a key fishing activity in the Adriatic Sea. This fishery is experiencing a long period of crisis due to resource depletion and the lack of appropriate market strategies, and vessels spend most of the time searching for fishing schools. The searching strategy largely depends on the interaction between vessels: the captains of the PTM units take their decision also checking the position and the fishing status of other vessels. Understanding this strategy represents a key step towards a more effective resource management, since strategies directly determine the pattern of fishing effort. A Conditional Logit model has been devised to analyze fishermen's strategy as a non-cooperative game. This category of games is characterized by the existence of (at least) one equilibrium point – a Nash Equilibrium – in which each player plays his strategy, that is a Best Response to the strategies of the other players. This equilibrium point was estimated for the different scenarios defined by environmental (sea surface temperature and atmospheric pressure) and economic (fuel and fish prices at market) variables. Vessel Monitoring System data were used to capture fleet activity, while different datasets were collected to reconstruct environmental and economic drivers. Results indicate a good predictive power of the model, and suggest that the equilibrium strategy that guides units’ behaviour is invariant with respect to environmental conditions, whereas it is largely influenced by economic factors. These latter, via strategies, may determine important consequences on the resources in terms of exploited areas and the impact of fishing activity. In particular, a low fuel price when fish price is high leads to higher values of CPUE, and then to a more efficient but also impacting fishing activity.

Suggested Citation

  • Russo, Tommaso & Pulcinella, Jacopo & Parisi, Antonio & Martinelli, Michela & Belardinelli, Andrea & Santojanni, Alberto & Cataudella, Stefano & Colella, Sabrina & Anderlini, Luca, 2015. "Modelling the strategy of mid-water trawlers targeting small pelagic fish in the Adriatic Sea and its drivers," Ecological Modelling, Elsevier, vol. 300(C), pages 102-113.
  • Handle: RePEc:eee:ecomod:v:300:y:2015:i:c:p:102-113
    DOI: 10.1016/j.ecolmodel.2014.12.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304380014006061
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ecolmodel.2014.12.001?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. Bailey, Megan & Ishimura, Gakushi & Paisley, Richard & Rashid Sumaila, U., 2013. "Moving beyond catch in allocation approaches for internationally shared fish stocks," Marine Policy, Elsevier, vol. 40(C), pages 124-136.
    2. Mangel, Marc, 1982. "Search effort and catch rates in fisheries," European Journal of Operational Research, Elsevier, vol. 11(4), pages 361-366, December.
    3. Zhang, Guoqiang & Eddy Patuwo, B. & Y. Hu, Michael, 1998. "Forecasting with artificial neural networks:: The state of the art," International Journal of Forecasting, Elsevier, vol. 14(1), pages 35-62, March.
    4. H. Scott Gordon, 1954. "The Economic Theory of a Common-Property Resource: The Fishery," Palgrave Macmillan Books, in: Chennat Gopalakrishnan (ed.), Classic Papers in Natural Resource Economics, chapter 9, pages 178-203, Palgrave Macmillan.
    5. Pelletier, Dominique & Mahevas, Stéphanie & Drouineau, Hilaire & Vermard, Youen & Thebaud, Olivier & Guyader, Olivier & Poussin, Benjamin, 2009. "Evaluation of the bioeconomic sustainability of multi-species multi-fleet fisheries under a wide range of policy options using ISIS-Fish," Ecological Modelling, Elsevier, vol. 220(7), pages 1013-1033.
    6. Rögnvaldur Hannesson, 2011. "Game Theory and Fisheries," Annual Review of Resource Economics, Annual Reviews, vol. 3(1), pages 181-202, October.
    7. Dominique Pelletier & Stéphanie Mahévas & Hilaire Drouineau & Youen Vermard & Olivier Thébaud & Olivier Guyader, 2009. "Evaluation of the bio-economic sustainability of multi-species multi-fleet fisheries under a wide range of policy options using ISIS-Fish," Post-Print hal-00511774, HAL.
    8. Colin Camerer, 1998. "Bounded Rationality in Individual Decision Making," Experimental Economics, Springer;Economic Science Association, vol. 1(2), pages 163-183, September.
    9. H. Scott Gordon, 1954. "The Economic Theory of a Common-Property Resource: The Fishery," Journal of Political Economy, University of Chicago Press, vol. 62(2), pages 124-124.
    10. Vermard, Youen & Rivot, Etienne & Mahévas, Stéphanie & Marchal, Paul & Gascuel, Didier, 2010. "Identifying fishing trip behaviour and estimating fishing effort from VMS data using Bayesian Hidden Markov Models," Ecological Modelling, Elsevier, vol. 221(15), pages 1757-1769.
    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. Dépalle, Maxime & Sanchirico, James N. & Thébaud, Olivier & O’Farrell, Shay & Haynie, Alan C. & Perruso, Larry, 2021. "Scale-dependency in discrete choice models: A fishery application," Journal of Environmental Economics and Management, Elsevier, vol. 105(C).
    2. Tabeta, Shigeru & Suzuki, Shota & Nakamura, Kenta, 2017. "Assessment of fishery management by using a fishery simulator for bottom otter trawling in Ise Bay," Ecological Modelling, Elsevier, vol. 358(C), pages 40-49.
    3. Tabeta, Shigeru & Suzuki, Shota & Nakamura, Yoshiharu, 2015. "Combined modeling of fish behavior and fishing operations for conger eel fishery in Ise Bay," Ecological Modelling, Elsevier, vol. 313(C), pages 266-275.

    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. Ni, Yuanming & Sandal, Leif Kristoffer, 2019. "Seasonality matters: A multi-season, multi-state dynamic optimization in fisheries," European Journal of Operational Research, Elsevier, vol. 275(2), pages 648-658.
    2. Behringer, Stefan & Upmann, Thorsten, 2014. "Optimal harvesting of a spatial renewable resource," Journal of Economic Dynamics and Control, Elsevier, vol. 42(C), pages 105-120.
    3. Tisserand, Jean-Christian & Hopfensitz, Astrid & Blondel, Serge & Loheac, Youenn & Mantilla, César & Mateu, Guillermo & Rosaz, Julie & Rozan, Anne & Willinger, Marc & Sutan, Angela, 2022. "Management of common pool resources in a nation-wide experiment," Ecological Economics, Elsevier, vol. 201(C).
    4. Selles Jules & Bonhommeau Sylvain & Guillotreau Patrice & Vallée Thomas, 2020. "Can the Threat of Economic Sanctions Ensure the Sustainability of International Fisheries? An Experiment of a Dynamic Non-cooperative CPR Game with Uncertain Tipping Point," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(1), pages 153-176, May.
    5. Pedro Pintassilgo & Lone Kronbak & Marko Lindroos, 2015. "International Fisheries Agreements: A Game Theoretical Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 62(4), pages 689-709, December.
    6. Nicolas Sanz & Bassirou Diop, 2022. "Endogenous catch per unit effort and congestion externalities between vessels in a search‐matching model: Evidence from the French Guiana shrimp fishery," Bulletin of Economic Research, Wiley Blackwell, vol. 74(3), pages 838-853, July.
    7. Kotchen, Matthew J. & Salant, Stephen W., 2011. "A free lunch in the commons," Journal of Environmental Economics and Management, Elsevier, vol. 61(3), pages 245-253, May.
    8. Holland, Daniel S. & Herrera, Guillermo E., 2012. "The impact of age structure, uncertainty, and asymmetric spatial dynamics on regulatory performance in a fishery metapopulation," Ecological Economics, Elsevier, vol. 77(C), pages 207-218.
    9. McCloskey Deirdre Nansen, 2018. "The Two Movements in Economic Thought, 1700–2000: Empty Economic Boxes Revisited," Man and the Economy, De Gruyter, vol. 5(2), pages 1-20, December.
    10. Carlson, Ernest W., 1971. "The Biological and Economic Objectives of Fishery Management," File Manuscripts, United States National Marine Fisheries Service, Economic Research Division, number 233587, January.
    11. Coxhead, Ian A. & Jayasuriya, Sisira, 2003. "Trade, Liberalization, Resource Degradation and Industrial Pollution in Developing Countries: An Integrated Analysis," Staff Papers 12691, University of Wisconsin-Madison, Department of Agricultural and Applied Economics.
    12. Busch, Jonah, 2008. "Gains from configuration: The transboundary protected area as a conservation tool," Ecological Economics, Elsevier, vol. 67(3), pages 394-404, October.
    13. Rauscher, Michael, 1996. "Sustainable Development and Complex Ecosystems. An Economist's View," Thuenen-Series of Applied Economic Theory 02, University of Rostock, Institute of Economics.
    14. Squires, Dale & Vestergaard, Niels, 2013. "Technical change in fisheries," Marine Policy, Elsevier, vol. 42(C), pages 286-292.
    15. Guillaume Bataille & Benteng Zou, 2024. "International Fisheries Agreements: Endogenous Exits, Shapley Values, and Moratorium Fishing Policy," DEM Discussion Paper Series 24-06, Department of Economics at the University of Luxembourg.
    16. De Alessi, Michael & Sullivan, Joseph M. & Hilborn, Ray, 2014. "The legal, regulatory, and institutional evolution of fishing cooperatives in Alaska and the West Coast of the United States," Marine Policy, Elsevier, vol. 43(C), pages 217-225.
    17. B. Rudders, David & Ward, John M., 2015. "Own-price elasticity of open access supply as a long-run measure of fish stock abundance," Marine Policy, Elsevier, vol. 53(C), pages 215-226.
    18. Barkley Rosser, J. Jr., 2001. "Complex ecologic-economic dynamics and environmental policy," Ecological Economics, Elsevier, vol. 37(1), pages 23-37, April.
    19. Zhang, Yue & Zheng, Yan & Liu, Xi & Zhang, Qingling & Li, Aihua, 2016. "Dynamical analysis of a differential algebraic bio-economic model with stage-structured and stochastic fluctuations," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 462(C), pages 222-229.
    20. Bell, Frederick W. & Nash, Darrel A. & Carlson, Ernest W. & Waugh, Frederick V. & Kinoshita, Richard K. & Fullenbaum, Richard F., 1970. "The Future of the World's Fishery Resources: Forecasts of Demand, Supply and Prices to the Year 2000 with a Discussion of Implications for Public Policy," File Manuscripts, United States National Marine Fisheries Service, Economic Research Division, number 233219, January.

    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:300:y:2015:i:c:p:102-113. 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.