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

Author

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  • 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
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    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.
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    2. 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.
    3. 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.

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