A multivariate statistical analysis to determine catch intention in the pink cusk-eel (Genypterus blacodes) longline fishery in southern Chile
DOI:
https://doi.org/10.3989/scimar.04953.30AKeywords:
by-catch, CPUE, catch intention, catch composition, fishing tactics, multivariate analysisAbstract
The definition of catch intention in multispecies fisheries is a key step toward building abundance indexes based on commercial fishing data. Previous analysis to determine catch intention in the pink cusk-eel (Genypterus blacodes) has been based on the idea that fishing tactics remain constant over time (static fishing tactics). We propose a statistical procedure to determine the catch intention of each haul in the industrial longline fisheries in southern Chile, where fishing tactics may vary over time. This procedure is based on principal component analysis and agglomerative hierarchical analysis of the catch composition, and relaxes the assumption of static fishing tactics by selecting a subset of data that is informative for fishing intention (target versus by-catch) every year. Sensitivity analyses were conducted to assess the robustness of variable fishing tactics on the nominal catch rates in pink cusk-eel. Targeted and by-catch time series of nominal catch rates showed a different trend, so determining the catch intention became relevant. Sensitivity analyses showed that trends in targeted catch rates are robust to the variations of fishing tactic per year. We recommend the use of variable fishing tactics for further use in effort standardization and stock assessment of the pink cusk-eel fishery in southern Chile.
Downloads
References
Alemany F., Alvarez F. 2003. Determination of effective fishing effort on hake Merluccius merluccius in a Mediterranean trawl fishery. Sci. Mar. 67: 491-499. https://doi.org/10.3989/scimar.2003.67n4491
Baker L.L., Wiff R., Quiroz J.C., et al. 2014. Reproductive ecology of the female pink cusk-eel (Genypterus blacodes): evaluating differences between fishery management zones in the Chilean austral zone. Environ. Biol. Fish. 97: 1083-1093. https://doi.org/10.1007/s10641-013-0199-2
Bernal C., González A., Vargas R., et al. 2013. Asesoría Integral para la Toma de Decisiones en Pesca y Acuicultura. Observadores Científicos, 2012. Actividad 3: Asesoría de Carácter Transversal. Informe Final. Subsecretaría de Pesca y Acuicultura. 339 pp. (Request a copy at: http://www.subpesca.cl).
Bernal C., San Martín M.A., Bravo C., et al. 2017. Programa de Investigación del Descarte y Captura de Pesca Incidental, 2016-2017. Programa de Monitoreo y Evaluación de los Planes de Reducción del Descarte. Informe final Sección Pesquerías Sur Australes. IFOP: 214 pp. (Request a copy at: http://www. subpesca.cl).
Bernal C., San Martín M.A., Escobar V., et al. 2019. Programa de Investigación del Descarte y Captura de Pesca Incidental 2017- 2018. Programa de Monitoreo y Evaluación de los Planes de Reducción del Descarte y Captura de Pesca Incidental 2017- 2018. Informe final Sección II. IFOP: 230 pp. (Request a copy at: http://www.subpesca.cl).
Biseau A. 1998. Definition of a directed fishing effort in a mixed-species trawl fishery, and its impact on stock assessment. Aquat. Living Resour. 11: 119-136. https://doi.org/10.1016/S0990-7440(98)80109-5
Céspedes R., Chong L., San Juan R., et al. 2015. Convenio de desempeño 2014. Programa de Seguimiento de las Pesquerías Demersales y Aguas Profundas, Sección V: Recursos de Aguas Profundas, 2014. Informe Final. Subsecretaría de Economía y EMT. (Request a copy at: http://www.subpesca.cl).
Contreras F., Chong L., Céspedes R. 2015. Estatus y posibilidades de explotación sustentables de los principales recursos pesqueros nacionales 2016, Congrio Dorado, 2016. Informe de Estatus, Subsecretaria de Economía y EMT. (Request a copy at: http:// www.subpesca.cl).
Davie S., Lordan C. 2011. Definition, dynamics and stability of métiers in the Irish otter trawl fleet. Fish. Res. 111: 145-158. https://doi.org/10.1016/j.fishres.2011.07.005
Fall M., Samba A., Lalo F. 2006. Fishing tactics and strategies in coastal demersal trawling fisheries in Senegal. Aquat. Living Resour. 19: 307-316. https://doi.org/10.1051/alr:2007001
Garcia-Rodriguez M. 2003. Characterization and standardization of a red shrimp, Aristeus antennatus (Risso, 1816), fishery off the Alicante gulf (SE Spain). Sci. Mar. 67: 63-74. https://doi.org/10.3989/scimar.2003.67n163
Harley S.J., Myers R.A., Dunn A. 2001. Is catch-per-unit-effort proportional to abundance? Can. J. Fish. Aquat. Sci. 58: 1760-1772. https://doi.org/10.1139/f01-112
Jurado-Molina J., Gatica C., Arancibia H., et al. 2016. A Multispecies Virtual Population Analysis for the Southern Chilean Demersal Fishery. Mar. Coast. Fish. 8: 350-360. https://doi.org/10.1080/19425120.2016.1167796
Okamura H., Morita S.H., Funamoto T., et al. 2018. Target-based catch-per-unit-effort standardization in multispecies fisheries. Can. J. Fish. Aquat. Sci. 75: 452-463. https://doi.org/10.1139/cjfas-2016-0460
Palmer M., Quetglas A., Guijarro B., et al. 2009. Performance of artificial neural networks and discriminant analysis in predicting fishing tactics from multispecific fisheries. Can. J. Fish. Aquat. Sci. 66: 224-237. https://doi.org/10.1139/F08-208
Pelletier D., Ferraris J. 2000. A Multivariate approach for defining fishing tactics from commercial catch and effort data. Can. J. Fish. Aquat. Sci. 57: 51-65. https://doi.org/10.1139/f99-176
Stephens A., MacCall A. 2004. A multispecies approach to subsetting log- book data for purposes of estimating CPUE. Fish. Res. 70: 299-310. https://doi.org/10.1016/j.fishres.2004.08.009
R Core Team. 2017. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. https://www.R-project.org/
Thorson J.T., Stewart I.J., Punt A.E. 2012. Development and application of an agent-based model to evaluate methods for estimating relative abundance indices for shoaling fish such as Pacific rockfish (Sebastes spp.). ICES J. Mar. Sci. 69: 635-647. https://doi.org/10.1093/icesjms/fss003
Ward J. 1963. Hierarchical grouping to optimise an objective function. J. Am. Statist. Assoc. 58: 236-244. https://doi.org/10.1080/01621459.1963.10500845
Wiff R., Quiroz J.C., Ojeda V. 2006. Investigación y CTP de Congrio Dorado 2006. Informe Final. IFOP-SUBPESCA. (Request a copy at: http://www.subpesca.cl).
Wiff R., Ojeda V., Quiroz J.C. 2007. Age and growth in pink cusk-eel (Genypterus blacodes) off the Chilean austral zone: Evaluating differences between management fishing zones. J. Appl. Ichthyol. 23: 270-272. https://doi.org/10.1111/j.1439-0426.2007.00854.x
Wiff R., Quiroz J.C., Tascheri R., et al. 2008. Effect of fishing tactics on the standardization of cardinalfish (Epigonus crassicaudus) catch rates in the demersal multiespecies fishery off central Chile. Cienc. Mar. 34: 143-154. https://doi.org/10.7773/cm.v34i2.1196
Wiff R., Quiroz J.C., Ojeda V., et al. 2011. Estimation of natural mortality and uncertainty in pink cusk-eel (Genypterus blacodes Schneider, 1801) in southern Chile. Lat. Amer. J. Aquat. Res. 39: 316-326. https://doi.org/10.3856/vol39-issue2-fulltext-13
Wiff R., Quiroz J.C., Neira S., et al. 2016. Chilean Fishing law, maximum sustainable yield and the stock-recruitment relationship. Lat. Am. J. Aquat. Res. 44: 380-391. https://doi.org/10.3856/vol44-issue2-fulltext-19
Wiff R., Queirolo D., Ahumada M., et al. 2019. Construcción de indicadores de abundancia de congrio dorado en la pesquería demersal austral (PDA). Technical report FIPA 2017-46.
Published
How to Cite
Issue
Section
License
Copyright (c) 2011 Consejo Superior de Investigaciones Científicas (CSIC)

This work is licensed under a Creative Commons Attribution 4.0 International License.
© CSIC. Manuscripts published in both the print and online versions of this journal are the property of the Consejo Superior de Investigaciones Científicas, and quoting this source is a requirement for any partial or full reproduction.
All contents of this electronic edition, except where otherwise noted, are distributed under a Creative Commons Attribution 4.0 International (CC BY 4.0) licence. You may read here the basic information and the legal text of the licence. The indication of the CC BY 4.0 licence must be expressly stated in this way when necessary.
Self-archiving in repositories, personal webpages or similar, of any version other than the final version of the work produced by the publisher, is not allowed.