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Using body geometric morphometrics to identify bluemouth, Helicolenus dactylopterus (Delaroche, 1809) populations in the Northeastern Atlantic

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Abstract

In this study, landmark-based geometric morphometric methods were applied to evaluate the possible existence of different bluemouth, Helicolenus dactylopterus (Delaroche, 1809), populations in the NE Atlantic. Fish were obtained from commercial landings in Azores, Madeira, and Peniche (mainland Portugal). Samples from a research survey along the Galician coast (Spain) were also included in this study. A generalized procrustes analysis was done to remove non-shape variation. Then, the obtained shape variables were statistically adjusted to eliminate allometry and permit a comparative analysis of the samples. The discriminant analysis performed to test the homogeneity of the data set regarding sex revealed no shape differences between males and females within the four areas under study. The body shapes of bluemouth differed significantly among the four areas using Procrustes distances (P < 0.01). In this study, a considerable morphological heterogeneity within the Azores group was observed, which could reflect a substructure of the bluemouth population within this area. According to our results, bluemouth from Galicia and Peniche seem to be relatively well separated from each other, despite both areas are relatively close geographically. Bluemouth from Madeira was well differentiated from the rest of locations and presented the highest correct classification rate in the discriminant analysis. In conclusion, morphological differences suggest that different bluemouth populations exist in the NE Atlantic, but an integrated approach, using different methods, would be needed to confirm the population structure of this species.

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References

  • Abaunza, P., A. G. Murta, N. Campbell, R. Cimmaruta, A. S. Comesaña, G. Dahle, M. T. García Santamaría, L. S. Gordo, S. A. Iversen, K. MacKenzie, A. Magoulas, S. Mattiucci, J. Molloy, G. Nascetti, A. L. Pinto, R. Quinta, P. Ramos, A. Sanjuan, A. T. Santos, C. Stransky & C. Zimmermann, 2008. Stock identify of horse mackerel (Trachurus trachurus) in the Northeast Atlantic and Mediterranean Sea: integrating the results from different stock identification approaches. Fisheries Research 89: 196–209.

    Article  Google Scholar 

  • Aboim, M. A., 2005. Population genetics and evolutionary history of some deep-sea demersal fishes from the Azores, North Atlantic. PhD Thesis. School of Ocean and Earth Sciences, University of Southampton, UK.

  • Aboim, M. A., G. M. Menezes, T. Schlitt & D. Rogers, 2005. Genetic structure and history of populations of the deep-sea fish Helicolenus dactylopterus (Delaroche, 1809) inferred from mtDNA sequence analysis. Molecular Ecology 14: 1343–1354.

    Article  PubMed  CAS  Google Scholar 

  • Adams, D. C., F. J. Rholf & D. E. Slice, 2004. Geometric morphometrics: ten years of progress following the ‘revolution’. Italian Journal of Zoology 71: 5–16.

    Article  Google Scholar 

  • Barsukov, V. V., 1980. Subspecies of the Atlantic blackbelly rosefish, Helicolenus dactylopterus (Dela Roche, 1809). Journal of Ichthyology 19: 1–17.

    Google Scholar 

  • Begg, G. A. & J. R. Waldman, 1999. An holistic approach to fish stock identification. Fisheries Research 43: 35–44.

    Article  Google Scholar 

  • Begg, G. A., K. D. Friedland & J. B. Pearce, 1999. Stock identification and its role in stock assessment and fisheries management: an overview. Fisheries Research 43: 1–8.

    Article  Google Scholar 

  • Bookstein, F. L., 1989. Principal warps: thin-plate splines and the decomposition of deformations. IEEE Transactions on pattern analysis and machine intelligence 11: 567–585.

    Article  Google Scholar 

  • Bookstein, F. L., 1991. Morphometric Tools for Landmark Data: Geometry and Biology. Cambridge University Press, New York.

    Google Scholar 

  • Bookstein, F. L., 1996. Combining the tools of geometric morphometrics. In Marcus, L. F., M. Corti, A. Loy, G. Naylor & D. E. Slice (eds), Advances in Morphometrics. NATO ASI Series A: Life Sciences, Vol. 284. Plenum Publishing, New York: 131–151.

    Google Scholar 

  • Cadrin, S. X., 2000. Advances in morphometric identification of fishery stocks. Reviews in Fish Biology and Fisheries 10: 91–112.

    Article  Google Scholar 

  • Cadrin, S. X. & K. D. Friedland, 1999. The utility of image processing techniques for morphometric analysis and stock identification. Fisheries Research 43: 129–139.

    Article  Google Scholar 

  • Cadrin, S. X., K. D. Friedland & J. R. Waldman, 2005. Stock identification methods: applications in fisheries science. Elsevier Academic Press, USA.

    Google Scholar 

  • Campana, S. E., J. A. Gagné & J. W. McLaren, 1995. Elemental fingerprinting of fish otoliths using ID-ICPMS. Marine Ecology Progress Series 122: 115–120.

    Article  Google Scholar 

  • Cartes, J. E., A. Serrano, F. Velasco, S. Parra & F. Sanchez, 2007. Community structure and dynamics of deep-water decapod assemblages from Le Danois Bank (Cantabrian Sea, NE Atlantic): Influence of environmental variables and food availability. Progress in Oceanography 75: 797–816.

    Article  Google Scholar 

  • Casselman, J. M., J. J. Collins, E. J. Crossman, P. E. Ihssen & G. R. Spangler, 1981. Lake whitefish (Coregonus clupeaformis) stocks of the Ontario waters of Lake Huron. Canadian Journal of Fisheries and Aquatic Science 38: 1772–1789.

    Article  Google Scholar 

  • CMXG, 2010. Consellería do Mar, Xunta de Galicia (Plataforma Tecnolóxica da Pesca), Spain (in Galician) [available on internet at http://www.pescadegalicia.com].

  • Cohen, J., 1960. A coefficient of agreement for nominal scales. Education Psychology Measurements 20: 37–46.

    Article  Google Scholar 

  • DGPA, 2010. Recursos da Pesca—Série Estatística. DGPA, Lisboa. (in Portuguese).

    Google Scholar 

  • Dryden, I. L. & K. V. Mardia, 1998. Statistical Shape Analysis. Wiley, New York.

    Google Scholar 

  • Eschmeyer, W. N., 1969. A systematic review of the Scorpion fishes of the Atlantic Ocean (Pisces: Scorpanidae). Occasional Papers of the California Academy of Science 79: 1–130.

    Google Scholar 

  • Fariña, A. C., J. Freire & E. González-Gurriarán, 1997. Megabenthic decapod crustacean assemblages on the Galician continental shelf and upper slope (north-west Spain). Marine Biology 127: 419–434.

    Article  Google Scholar 

  • Figueiredo, M. J., I. Figueiredo & O. Moura, 1995. Distribution, abundance and size composition of blackbelly rosefish (Helicolenus dactylopterus) and Mediterranean redfish (Hoplostethus mediterraneus) on the slope of the Portuguese south and southern west coasts. ICES CM 1995/G: 10.

  • Good, P., 1994. Permutation Tests: A Practical Guide to Resampling for Testing Hypotheses. Springer-Verlag, New York.

    Google Scholar 

  • Hayes, D. B., C. P. Ferreri & W. Taylor, 1996. Linking fish habitat to their population dynamics. Canadian Journal of Fisheries and Aquatic Sciences 53: 383–390.

    Article  Google Scholar 

  • Hilborn, R. & C. J. Walters, 1992. Quantitative Fisheries Stock Assessment: Choice, Dynamics and Uncertainty. Chapman & Hall, New York.

    Google Scholar 

  • Hureau, J. C. & N. I. Litvinenko, 1986. Scorpaenidae. In Whitehead, P. J. P., M.-L. Bauchot, J.-C. Hureau, J. Nielsen & E. Tortonese (eds), Fishes of the North-eastern Atlantic and the Mediterranean. FAO, Rome: 1211–1229.

    Google Scholar 

  • Hurlbut, T. & D. Clay, 1998. Morphometric and meristic differences between shallow- and deep-water populations of white hake (Urophycis tenuis) in the Southern Gulf of St. Lawrence. Canadian Journal of Fisheries and Aquatic Sciences 55: 2274–2282.

    Article  Google Scholar 

  • Kenchington, T. J., 1986. Morphological comparison of two Northwest Atlantic redfishes, Sebastes fasciatus and S. mentella, and techniques for their identification. Canadian Journal of Fisheries and Aquatic Science 43: 781–787.

    Article  Google Scholar 

  • Kinsey, S. T., T. Orsoy, T. M. Bert & B. Mahmoudi, 1994. Population structure of the Spanish sardine Sardinella aurita: natural morphological variation in a genetically homogenous population. Marine Biology 118: 309–317.

    Article  Google Scholar 

  • Klingenberg, C. P., 2008. MorphoJ software. Version 1.02c. Faculty of Life Sciences, University of Manchester, UK [available on internet at http://www.flywings.org.uk/MorphoJ_page.htm].

  • Lear, W. H. & R. Wells, 1984. Vertebral averages of juvenile cod, Gadus morhua, from coastal waters of eastern Newfoundland and Labrador as indicators of stock origin. Journal of Northwest Atlantic Fishery Science 5: 23–31.

    Article  Google Scholar 

  • Macpherson, E., 1979. Estudio sobre el régimen alimentario de algunos peces en el Mediterráneo occidental. Miscelánea Zoológica 5: 93–107.

    Google Scholar 

  • Macpherson, E., 1985. Daily ration and feeding periodicity of some fishes off the coast of Namibia. Marine Ecology Progress Series 26: 253–260.

    Article  Google Scholar 

  • Marcus, L. F., M. Corti, A. Loy, G. J. P. Naylor & D. Slice, 1996. Advances in Morphometrics. Plenum Press, New York.

    Google Scholar 

  • Melvin, G. D., M. J. Dadswell & J. A. McKenzie, 1992. Usefulness of meristic and morphometric characters in discriminating populations of American shad (Alosa sapidissima) (Osteichtyes: Clupeidae) inhabiting a marine environment. Canadian Journal of Fisheries and Aquatic Sciences 49: 266–280.

    Article  Google Scholar 

  • Menezes, G. M., M. F. Sigler, H. M. Silva & M. R. Pinho, 2006. Structure and zonation of demersal fish assemblages off the Azores Archipelago (mid-Atlantic). Marine Ecology Progress Series 324: 241–260.

    Article  Google Scholar 

  • Misra, R. K. & I. H. Ni, 1983. Distinguishing beaked redfishes (deepwater redfish Sebastes mentella, and Labrador redfish S. fasciatus) by discriminant analysis of covariance. Canadian Journal of Fisheries and Aquatic Science 40: 1507–1511.

    Article  Google Scholar 

  • Monteiro, L. R., 1999. Multivariate regression models and geometric morphometrics: the search for causal factors in the analysis of shape. Systematic Biology 48: 192–199.

    Article  PubMed  CAS  Google Scholar 

  • Nouar, A. & C. Maurin, 2000. Régime alimentaire de Helicolenus dactylopterus dactylopterus (Pisces: Scorpaenidae) des fonds chalutables des côtes algériennes. Cahiers de Biologie Marine 41: 313–320.

    Google Scholar 

  • Power, D. G. & I. H. Ni, 1985. Morphometric differences between golden redfish, Sebastes marinus, and beaked redfishes, (S. mentella and S. fasciatus). Journal of Northwest Atlantic Fishery Science 6: 1–7.

    Article  Google Scholar 

  • Ripley, B. D., 1996. Pattern Recognition and Neural Networks. Cambridge University Press, Cambridge.

    Google Scholar 

  • Rohlf, F. J., 1990. Rotational fit (Procrustes) methods. In Rohlf, F. J. & F. L. Bookstein (eds), Procedings of the Michigan morphometrics Wworkshop. University of Michigan Museum of Zoology, Ann Arbor: 227–236.

    Google Scholar 

  • Rohlf, F. J., 2006. tpsDig. Version 2.10. Department of Ecology and Evolution, State University of New York at Stony Brook, USA [available on internet at http://life.bio.sunysb.edu/morph/].

  • Rohlf, F. J. & F. L. Bookstein, 1990. Proceedings of the Michigan Morphometrics Workshop. The University of Michigan Museum of Zoology, Ann Arbor.

  • Saborido-Rey, F. & K. H. Nedreaas, 2000. Geographic variation of Sebastes mentella in the Northeast Arctic derived from a morphometric approach. ICES Journal of Marine Science 57: 965–975.

    Article  Google Scholar 

  • Sequeira, V., A. Neves, I. Figueiredo & L. S. Gordo, 2009. Age and growth of bluemouth, Helicolenus dactylopterus (Delaroche, 1809) from the Portuguese continental slope. ICES Journal of Marine Science 66: 524–531.

    Article  Google Scholar 

  • Serrano, A., F. Velasco, I. Olaso & F. Sánchez, 2003. Macrobenthic crustaceans in the diet of demersal fish in the Bay of Biscay in relation to abundance in the environment. Sarsia 88: 36–48.

    Article  Google Scholar 

  • Sousa, P., M. Azevedo & M. C. Gomes, 2005. Demersal assemblages off Portugal: mapping, seasonal, and temporal patterns. Fisheries Research 75: 120–137.

    Article  Google Scholar 

  • Stigter, H. C., W. Boer, P. A. de Jesus Mendes, C. C. Jesus, L. Thomsen, G. D. van den Bergh & T. C. E. van Weering, 2007. Recent sediment transport and deposition in the Nazare Canyon, Portuguese continental margin. Marine Geology 246: 144–164.

    Article  Google Scholar 

  • Strauss, R. E. & F. L. Bookstein, 1982. The truss: body form reconstruction in morphometrics. Systematic Zoology 31: 113–135.

    Article  Google Scholar 

  • Swain, D. P. & C. J. Foote, 1999. Stocks and chameleons: the use of phenotypic variation in stock identification. Fisheries Research 43: 113–128.

    Article  Google Scholar 

  • Swan, S. C., A. J. Geffen, B. Morales-Nin, J. D. M. Gordon, T. Shimmield, T. Sawyer & E. Massutí, 2006. Otolith chemistry: An aid to stock separation of Helicolenus dactylopterus (bluemouth) and Merluccius merluccius (European hake) in the Northeast Atlantic and Mediterranean. ICES Journal of Marine Science 63: 504–513.

    Article  CAS  Google Scholar 

  • Taylor, E. B. & J. D. McPhail, 1985. Variation in body morphology among British Columbia populations of coho salmon, Oncorhynchus kisutch. Canadian Journal of Fisheries and Aquatic Science 42: 2020–2028.

    Article  Google Scholar 

  • Titus, K., J. A. Mosher & B. K. Williams, 1984. Chance-corrected classification for use in discriminant analysis: ecological applications. The American Midland Naturalist 111: 1–7.

    Article  Google Scholar 

  • Turan, C., 2004. Stock identification of Mediterranean horse mackerel (Trachurus mediterraneus) using morphometric and meristic characters. ICES Journal of Marine Science 61: 774–781.

    Article  Google Scholar 

  • Uiblein, F., O. Lorance & D. Latrouite, 2003. Behavior and habitat utilization of seven demersal fish species on the Bay of Biscay continental slope, NE Atlantic. Marine Ecology Progress Series 257: 223–232.

    Article  Google Scholar 

  • Wilks, S. S., 1932. Certain generalizations in the analysis of variance. Biometrika 24: 471–494.

    Google Scholar 

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Acknowledgments

We thank Dr. Alberto Murta from INRB-IPIMAR for its elucidations and suggestions and Patrick Reis-Santos for revising the English. This study was partially financed by Fundação para a Ciência e Tecnologia (FCT), through the grant attributed to V. Sequeira (Grant SFRH/BDD/22746/2005).

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Correspondence to Vera Sequeira.

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Sequeira, V., Rodríguez-Mendoza, R., Neves, A. et al. Using body geometric morphometrics to identify bluemouth, Helicolenus dactylopterus (Delaroche, 1809) populations in the Northeastern Atlantic. Hydrobiologia 669, 133–141 (2011). https://doi.org/10.1007/s10750-011-0655-y

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