Use of otolith shape to inform stock structure in Patagonian toothfish (Dissostichus eleginoides) in the south-western Atlantic
Brendon Lee A B G , Paul E. Brewin C D E , Paul Brickle C and Haseeb Randhawa A C FA Fisheries Department, Falkland Islands Government, Stanley, PO Box 598, FIQQ 1ZZ, Falkland Islands.
B Department of Ichthyology and Fisheries Science, Rhodes University, PO Box 94, Grahamstown 6140, South Africa.
C South Atlantic Environmental Research Institute, PO Box 609, Stanley Cottage, Stanley, FIQQ 1ZZ, Falkland Islands.
D Shallow Marine Surveys Group, 2 Philomel Place, Stanley, FIQQ 1ZZ, Falkland Islands.
E Biological Sciences (Zoology), University of Aberdeen, Tillydrone Avenue, Aberdeen, AB24 2TZ, UK.
F New Brunswick Museum, 277 Douglas Avenue, Saint John, NB, E2K 1E5, Canada.
G Corresponding author: blee@fisheries.gov.fk, brendon82.lee@gmail.com
Marine and Freshwater Research 69(8) 1238-1247 https://doi.org/10.1071/MF17327
Submitted: 2 November 2017 Accepted: 16 January 2018 Published: 11 April 2018
Abstract
An analysis of patterns in otolith shape is an effective tool for discriminating among fish stocks. Otolith shapes of Patagonian toothfish (Dissostichus eleginoides) and Antarctic toothfish (D. mawsoni) were investigated for geographic variability within seven regions across the Patagonian Shelf, and South Georgia and the South Sandwich Islands (SGSSI). Otolith shape was characterised by its elliptical Fourier coefficients (EFCs), corrected for fish length before being analysed, using multivariate methods. Non-metric multidimensional scaling analysis suggested the following three main groupings: Patagonian Shelf, SGSSI, and the third for Antarctic toothfish. This result was supported by ANOVA-like permutation tests, indicating significant (P < 0.001) differences in otolith shape among these three groupings. Linear discriminant analysis (LDA) cross-validation analyses of the EFCs resulted in otoliths being correctly classified to the sampling region from which they came, with an accuracy ranging from 78.95 to 100%. LDA cross-validation analyses on sampling regions within SGSSI and the Patagonian Shelf were able to classify individuals back to their sampling region with an accuracy of greater than 89.74 and 78.95% respectively. These results have provided some alternative insights into the stock structure of Patagonian toothfish across southern South America, South Atlantic and SGSSI.
Additional keywords: elliptical Fourier analysis, Patagonian Shelf, South Georgia, South Sandwich Islands.
References
Agüera, A., and Brophy, D. (2011). Use of saggital otolith shape analysis to discriminate northeast Atlantic and western Mediterranean stocks of Atlantic saury, Scomberesox saurus saurus (Walbaum). Fisheries Research 110, 465–471.| Use of saggital otolith shape analysis to discriminate northeast Atlantic and western Mediterranean stocks of Atlantic saury, Scomberesox saurus saurus (Walbaum).Crossref | GoogleScholarGoogle Scholar |
Anderson, M. J., and Willis, T. J. (2003). Canonical analysis of principal coordinates: a useful method of constrained ordination for ecology. Ecology 84, 511–525.
| Canonical analysis of principal coordinates: a useful method of constrained ordination for ecology.Crossref | GoogleScholarGoogle Scholar |
Ansorge, I. J., and Lutjeharms, J. R. E. (2003). Eddies originating at the South-West Indian Ridge. Journal of Marine Systems 39, 1–18.
| Eddies originating at the South-West Indian Ridge.Crossref | GoogleScholarGoogle Scholar |
Arana, P. (2009). Reproductive aspects of the Patagonian toothfish (Dissostichus eleginoides) off southern Chile. Latin American Journal of Aquatic Research 37, 381–394.
| Reproductive aspects of the Patagonian toothfish (Dissostichus eleginoides) off southern Chile.Crossref | GoogleScholarGoogle Scholar |
Armstrong, R. A. (2014). When to use the Bonferroni correction. Ophthalmic & Physiological Optics 34, 502–508.
| When to use the Bonferroni correction.Crossref | GoogleScholarGoogle Scholar |
Ashford, J., and Jones, C. (2007). Oxygen and carbon stable isotopes in otoliths record spatial isolation of Patagonian toothfish (Dissostichus eleginoides). Geochimica et Cosmochimica Acta 71, 87–94.
| Oxygen and carbon stable isotopes in otoliths record spatial isolation of Patagonian toothfish (Dissostichus eleginoides).Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD28XhtlClsbjI&md5=8d338a62c4bca9f1cde075cd6c78f870CAS |
Ashford, J. R., Jones, C. M., Hofmann, E., Everson, I., Moreno, C., Duhamel, G., and Williams, R. (2005). Can otolith elemental signatures record the capture site of Patagonian toothfish (Dissostichus eleginoides), a fully marine fish in the Southern Ocean? Canadian Journal of Fisheries and Aquatic Sciences 62, 2832–2840.
| Can otolith elemental signatures record the capture site of Patagonian toothfish (Dissostichus eleginoides), a fully marine fish in the Southern Ocean?Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD28XotlOqsw%3D%3D&md5=5a2b9b63e81e9946008a18f4b1170155CAS |
Ashford, J. R., Arkhipkin, A. I., and Jones, C. M. (2006). Can the chemistry of otolith nuclei determine population structure of Patagonian toothfish Dissostichus eleginoides? Journal of Fish Biology 69, 708–721.
| Can the chemistry of otolith nuclei determine population structure of Patagonian toothfish Dissostichus eleginoides?Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD28XhtFamtLrP&md5=280832dbdf4ade822f9b791458defd0aCAS |
Ashford, J. R., Fach, B. A., Arkhipkin, A. I., and Jones, C. M. (2012). Testing early life connectivity supplying a marine fishery around the Falkland Islands. Fisheries Research 121–122, 144–152.
| Testing early life connectivity supplying a marine fishery around the Falkland Islands.Crossref | GoogleScholarGoogle Scholar |
Barrios, A., Ernande, B., Mahe, K., Trenkel, V., and Rochet, M. J. (2017). Utility of mixed effects models to inform the stock structure of whiting in the northeast Atlantic Ocean. Fisheries Research 190, 132–139.
| Utility of mixed effects models to inform the stock structure of whiting in the northeast Atlantic Ocean.Crossref | GoogleScholarGoogle Scholar |
Begg, G. A., and Waldman, J. R. (1999). An holistic approach to fish stock identification. Fisheries Research 43, 35–44.
| An holistic approach to fish stock identification.Crossref | GoogleScholarGoogle Scholar |
Begg, G. A., Friedland, K. D., and Pearce, J. B. (1999a). Stock identification and its role in stock assessment and fisheries management : an overview. Fisheries Research 43, 1–8.
| Stock identification and its role in stock assessment and fisheries management : an overview.Crossref | GoogleScholarGoogle Scholar |
Begg, G. A., Hare, J. A., and Sheehan, D. D. (1999b). The role of life history parameters as indicators of stock structure. Fisheries Research 43, 141–163.
| The role of life history parameters as indicators of stock structure.Crossref | GoogleScholarGoogle Scholar |
Brickle, P., Mackenzie, K., and Pike, A. (2006). Variations in the parasite fauna of the Patagonian toothfih (Dissostichus eleginoides Smitt, 1898), with length, season, and depth of habitat around the Falkland Islands. The Journal of Parasitology 92, 282–291.
| Variations in the parasite fauna of the Patagonian toothfih (Dissostichus eleginoides Smitt, 1898), with length, season, and depth of habitat around the Falkland Islands.Crossref | GoogleScholarGoogle Scholar |
Brigden, K. E., Marshall, C. T., Scott, B. E., Young, E. F., and Brickle, P. (2017). Interannual variability in reproductive traits of the Patagonian toothfish Dissostichus eleginoides around the sub-Antarctic island of South Georgia. Journal of Fish Biology 91, 278–301.
| Interannual variability in reproductive traits of the Patagonian toothfish Dissostichus eleginoides around the sub-Antarctic island of South Georgia.Crossref | GoogleScholarGoogle Scholar | 1:STN:280:DC%2BC1cjlvFCjtA%3D%3D&md5=29817e303176f54b4041a32dd66ecde0CAS |
Brophy, D., Haynes, P., Arrizabalaga, H., Fraile, I., Fromentin, J. M., Garibaldi, F., Katavic, I., Tinti, F., Saadet Karakulak, F., MacÍas, D., Busawon, D., Hanke, A., Kimoto, A., Sakai, O., Deguara, S., Abid, N., and Santos, M. N. (2016). Otolith shape variation provides a marker of stock origin for north Atlantic bluefin tuna (Thunnus thynnus). Marine and Freshwater Research 67, 1023–1036.
| Otolith shape variation provides a marker of stock origin for north Atlantic bluefin tuna (Thunnus thynnus).Crossref | GoogleScholarGoogle Scholar |
Brown, J., Brickle, P., and Scott, B. E. (2013a). Investigating the movements and behaviour of Patagonian toothfish (Dissostichus eleginoides Smitt, 1898) around the Falkland Islands using satellite linked archival tags. Journal of Experimental Marine Biology and Ecology 443, 65–74.
| Investigating the movements and behaviour of Patagonian toothfish (Dissostichus eleginoides Smitt, 1898) around the Falkland Islands using satellite linked archival tags.Crossref | GoogleScholarGoogle Scholar |
Brown, J., Brickle, P., and Scott, B. E. (2013b). The parasite fauna of the Patagonian toothfish Dissostichus eleginoides off the Falkland Islands. Journal of Helminthology 87, 501–509.
| The parasite fauna of the Patagonian toothfish Dissostichus eleginoides off the Falkland Islands.Crossref | GoogleScholarGoogle Scholar | 1:STN:280:DC%2BC3s%2FnvFSqsA%3D%3D&md5=f51a008e165328f9335c9ac480263d22CAS |
Campana, S. E., and Casselman, J. M. (1993). Stock discrimination using otolith shape-analysis. Canadian Journal of Fisheries and Aquatic Sciences 50, 1062–1083.
| Stock discrimination using otolith shape-analysis.Crossref | GoogleScholarGoogle Scholar |
Cardinale, M., Kastowsky, M., and Mosegaard, H. (2004). Effects of sex, stock, and environment on the shape of known-age Atlantic cod (Gadus morhua) otoliths. Canadian Journal of Fisheries and Aquatic Sciences 61, 158–167.
| Effects of sex, stock, and environment on the shape of known-age Atlantic cod (Gadus morhua) otoliths.Crossref | GoogleScholarGoogle Scholar |
Castonguay, M., Simard, P., and Gagnon, P. (1991). Usefulness of Fourier analysis of otolith shape for Atlantic mackerel (Scomber scombrus) stock discrimination. Canadian Journal of Fisheries and Aquatic Sciences 48, 296–302.
| Usefulness of Fourier analysis of otolith shape for Atlantic mackerel (Scomber scombrus) stock discrimination.Crossref | GoogleScholarGoogle Scholar |
Claude, J. (2008). ‘Morphometrics with R.’ (Springer Science and Business Media, LLC: New York, NY, USA.)
Collins, M. A., Brickle, P., Brown, J., and Belchier, M. (2010). The Patagonian toothfish. biology, ecology and fishery. Advances in Marine Biology 58, 227–300.
| The Patagonian toothfish. biology, ecology and fishery.Crossref | GoogleScholarGoogle Scholar |
Dray, S., and Dufour, A.-B. (2007). The ade4 package: implementing the duality diagram for ecologists. Journal of Statistical Software 22, 1–20.
| The ade4 package: implementing the duality diagram for ecologists.Crossref | GoogleScholarGoogle Scholar |
Evseenko, S. A., Kock, K. H., and Nevinsky, M. M. (1995). Early life history of the Patagonian toothfish, Dissostichus eleginoides Smitt, 1898, in the Atlantic sector of the Southern Ocean. Antarctic Science 7, 221–226.
| Early life history of the Patagonian toothfish, Dissostichus eleginoides Smitt, 1898, in the Atlantic sector of the Southern Ocean.Crossref | GoogleScholarGoogle Scholar |
Ferguson, G. J., Ward, T. M., and Gillanders, B. M. (2011). Otolith shape and elemental composition: complementary tools for stock discrimination of mulloway (Argyrosomus japonicus) in southern Australia. Fisheries Research 110, 75–83.
| Otolith shape and elemental composition: complementary tools for stock discrimination of mulloway (Argyrosomus japonicus) in southern Australia.Crossref | GoogleScholarGoogle Scholar |
Fraser, C. I., Kay, G. M., Plessis, M., and Ryan, P. G. (2017). Breaking down the barrier : dispersal across the Antarctic polar front. Ecography 40, 235–237.
| Breaking down the barrier : dispersal across the Antarctic polar front.Crossref | GoogleScholarGoogle Scholar |
Hüssy, K. (2008). Otolith shape in juvenile cod (Gadus morhua): ontogenetic and environmental effects. Journal of Experimental Marine Biology and Ecology 364, 35–41.
| Otolith shape in juvenile cod (Gadus morhua): ontogenetic and environmental effects.Crossref | GoogleScholarGoogle Scholar |
Keating, J. P., Brophy, D., Officer, R. A., and Mullins, E. (2014). Otolith shape analysis of blue whiting suggests a complex stock structure at their spawning grounds in the northeast Atlantic. Fisheries Research 157, 1–6.
| Otolith shape analysis of blue whiting suggests a complex stock structure at their spawning grounds in the northeast Atlantic.Crossref | GoogleScholarGoogle Scholar |
King, M. (2007). ‘Fisheries Biology, Assessment and Management’, 2nd edn. (Blackwell Publishing Ltd: Oxford.)
Kock, K.-H., and Kellermann, A. (1991). Reproduction in Antarctic notothenioid fish. Antarctic Science 3, 125–150.
| Reproduction in Antarctic notothenioid fish.Crossref | GoogleScholarGoogle Scholar |
Kruskal, J. B. (1964). Nonmetric multidimensional scaling: a numerical method. Psychometrika 29, 115–129.
| Nonmetric multidimensional scaling: a numerical method.Crossref | GoogleScholarGoogle Scholar |
Laptikhovsky, V., Arkhipkin, A. I., and Brickle, P. (2006a). Life history, fishery, and stock conservation of the Patagonian toothfish around the Falkland Islands. Journal of Fish Biology 49, 587–594.
| Life history, fishery, and stock conservation of the Patagonian toothfish around the Falkland Islands.Crossref | GoogleScholarGoogle Scholar |
Laptikhovsky, V. V., Arkhipkin, A. I., and Brickle, P. (2006b). Distribution and reproduction of the Patagonian toothfish Dissostichus eleginoides Smitt around the Falkland Islands. Journal of Fish Biology 68, 849–861.
| Distribution and reproduction of the Patagonian toothfish Dissostichus eleginoides Smitt around the Falkland Islands.Crossref | GoogleScholarGoogle Scholar |
Legendre, P., Oksanen, J., and ter Braak, C. J. F. (2011). Testing the significance of canonical axes in redundancy analysis. Methods in Ecology and Evolution 2, 269–277.
| Testing the significance of canonical axes in redundancy analysis.Crossref | GoogleScholarGoogle Scholar |
Lestrel, P. E. (1997). ‘Fourier Descriptors and their Applications in Biology.’ (Cambridge University Press: Cambridge, UK.)
Libungan, L. A., and Pálsson, S. (2015). ShapeR: an R package to study otolith shape variation among fish populations. PLoS One 10, e0121102.
| ShapeR: an R package to study otolith shape variation among fish populations.Crossref | GoogleScholarGoogle Scholar |
Libungan, L. A., Óskarsson, G. J., Slotte, A., Jacobsen, J. A., and Pálsson, S. (2015). Otolith shape: a population marker for Atlantic herring Clupea harengus. Journal of Fish Biology 86, 1377–1395.
| Otolith shape: a population marker for Atlantic herring Clupea harengus.Crossref | GoogleScholarGoogle Scholar | 1:STN:280:DC%2BC2MjhslWlug%3D%3D&md5=9922d4e61bf902adae25e4a1473b929bCAS |
Lleonart, J., Salat, J., and Torres, G. J. (2000). Removing allometric effects of body size in morphological analysis. Journal of Theoretical Biology 205, 85–93.
| Removing allometric effects of body size in morphological analysis.Crossref | GoogleScholarGoogle Scholar | 1:STN:280:DC%2BD3czhvVyitQ%3D%3D&md5=299cca7bb0b15a67c1ef7119b6f39f26CAS |
Lowe, W. H., and Allendorf, F. W. (2010). What can genetics tell us about population connectivity? Molecular Ecology 19, 3038–3051.
| What can genetics tell us about population connectivity?Crossref | GoogleScholarGoogle Scholar |
Mahe, K., Evano, H., Mille, T., and Bourjea, J. (2016a). Otolith shape as a valuable tool to evaluate the stock structure of swordfish (Xiphias gadus) in the Indian Ocean. African Journal of Marine Science 2338, 1–8.
| Otolith shape as a valuable tool to evaluate the stock structure of swordfish (Xiphias gadus) in the Indian Ocean.Crossref | GoogleScholarGoogle Scholar |
Mahe, K., Oudard, C., Mille, T., Clausen, L. W., Petursdottir, G., Rasmussen, H., Meland, E., Mullins, E., Schon, P.-J., McCorriston, P., Pinnegar, J. K., Hoines, Å., and Trenkel, V. M. (2016b). Identifying blue whiting (Micromesistius poutassou) stock structure in the northeast Atlantic by otolith shape analysis. Canadian Journal of Fisheries and Aquatic Sciences 73, 1363–1371.
| Identifying blue whiting (Micromesistius poutassou) stock structure in the northeast Atlantic by otolith shape analysis.Crossref | GoogleScholarGoogle Scholar |
Mapp, J., Hunter, E., Van Der Kooij, J., Songer, S., and Fisher, M. (2017). Otolith shape and size: the importance of age when determining indices for fish-stock separation. Fisheries Research 190, 43–52.
| Otolith shape and size: the importance of age when determining indices for fish-stock separation.Crossref | GoogleScholarGoogle Scholar |
Marlow, T. R., Agnew, D. J., Purves, M. G., and Everson, I. (2003). Movement and growth of tagged Dissostichus eleginoides around South Georgia and Shag Rocks (Subarea 48.3). CCAMLR Science 10, 101–111.
Mérigot, B., Letourneur, Y., and Lecomte-Finiger, R. (2007). Characterization of local populations of the common sole Solea solea (Pisces, Soleidae) in the NW Mediterranean through otolith morphometrics and shape analysis. Marine Biology 151, 997–1008.
| Characterization of local populations of the common sole Solea solea (Pisces, Soleidae) in the NW Mediterranean through otolith morphometrics and shape analysis.Crossref | GoogleScholarGoogle Scholar |
Mujica, A., Peñailillo, D., Reyes, A., and Nava, M. L. (2016). Embryonic and larval development of Dissostichus eleginoides (Pisces: Nototheniidae). Revista de Biología Marina y Oceanografía 51, 675–680.
| Embryonic and larval development of Dissostichus eleginoides (Pisces: Nototheniidae).Crossref | GoogleScholarGoogle Scholar |
Neves, A., Sequeira, V., Farias, I., Vieira, A. R., Paiva, R., and Gordo, L. S. (2011). Discriminating bluemouth, Helicolenus dactylopterus (Pisces: Sebastidae), stocks in Portuguese waters by means of otolith shape analysis. Journal of the Marine Biological Association of the United Kingdom 91, 1237–1242.
| Discriminating bluemouth, Helicolenus dactylopterus (Pisces: Sebastidae), stocks in Portuguese waters by means of otolith shape analysis.Crossref | GoogleScholarGoogle Scholar |
North, A. W. (2002). Larval and juvenile distribution and growth of Patagonian toothfish around South Georgia. Antarctic Science 14, 25–31.
| Larval and juvenile distribution and growth of Patagonian toothfish around South Georgia.Crossref | GoogleScholarGoogle Scholar |
Roberts, J. O. (2012). ‘Ecology and Management of Range Edge Populations: the Case of Toothfish Species at the South Sandwich Islands.’ (Imperial College: London, UK.)
Roberts, J., and Agnew, D. A. (2008). Proposal for an extension to the mark recapture experiment to estimate toothfish population size in Subarea 48.4. Document WG-FSA-08/46. Commission for the Conservation of Antarctic Marine Living Resources, Hobart, Tas., Australia.
Rodgveller, C. J., Hutchinson, C. E., Harris, J. P., Vulstek, S. C., and Guthrie, C. M. (2017). Otolith shape variability and associated body growth differences in giant grenadier, Albatrossia pectoralis. PLoS One 12, e180020.
| Otolith shape variability and associated body growth differences in giant grenadier, Albatrossia pectoralis.Crossref | GoogleScholarGoogle Scholar |
Rogers, A. D., Morley, S., Fitzcharles, E., Jarvis, K., and Belchier, M. (2006). Genetic structure of Patagonian toothfish (Dissostichus eleginoides) populations on the Patagonian shelf and Atlantic and western Indian Ocean sectors of the Southern Ocean. Marine Biology 149, 915–924.
| Genetic structure of Patagonian toothfish (Dissostichus eleginoides) populations on the Patagonian shelf and Atlantic and western Indian Ocean sectors of the Southern Ocean.Crossref | GoogleScholarGoogle Scholar |
Rueden, C. T., Schindelin, J., Hiner, M. C., DeZonia, B. E., Walter, A. E., Arena, E. T., and Eliceiri, K. W. (2017). ImageJ2: ImageJ for the next generation of scientific image data. BMC Bioinformatics 18, 529–555.
| ImageJ2: ImageJ for the next generation of scientific image data.Crossref | GoogleScholarGoogle Scholar |
Shaw, P. W., Arkhipkin, A. I., and Al-Khairulla, H. (2004). Genetic structuring of Patagonian toothfish populations in the southwest Atlantic Ocean: the effect of the Antarctic polar front and deep-water troughs as barriers to genetic exchange. Molecular Ecology 13, 3293–3303.
| Genetic structuring of Patagonian toothfish populations in the southwest Atlantic Ocean: the effect of the Antarctic polar front and deep-water troughs as barriers to genetic exchange.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2cXhtVWkurvK&md5=29ee91bde024cc66cf838a0497e330abCAS |
Smith, P., and McVeagh, M. (2000). Allozyme and microsatellite DNA markers of toothfish population structure in the Southern Ocean. Journal of Fish Biology 57, 72–83.
| Allozyme and microsatellite DNA markers of toothfish population structure in the Southern Ocean.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD3cXot1ylt78%3D&md5=80382590a88546e754c34863e5e9890eCAS |
Stransky, C. (2014). Morphometric outlines. In ‘Stock Identification Methods: Applications in Fishery Science’. (Eds S. X. Cadrin, L. A. Kerr, and S. Mariani.) pp. 129–140. (Academic Press: London, UK.)
Stransky, C., Murta, A. G., Schlickeisen, J., and Zimmermann, C. (2008). Otolith shape analysis as a tool for stock separation of horse mackerel (Trachurus trachurus) in the northeast Atlantic and Mediterranean. Fisheries Research 89, 159–166.
| Otolith shape analysis as a tool for stock separation of horse mackerel (Trachurus trachurus) in the northeast Atlantic and Mediterranean.Crossref | GoogleScholarGoogle Scholar |
Sturrock, A. M., Trueman, C. N., Darnaude, A. M., and Hunter, E. (2012). Can otolith elemental chemistry retrospectively track migrations in fully marine fishes? Journal of Fish Biology 81, 766–795.
| Can otolith elemental chemistry retrospectively track migrations in fully marine fishes?Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC38Xhtl2ltLvN&md5=86819840854f562395d85cb72af40114CAS |
Thompson, A. F. (2008). The atmospheric ocean: eddies and jets in the Antarctic circumpolar current. Philosophical Transactions of the Royal Society – A. Mathematical, Physical and Engineering Sciences 366, 4529–4541.
| The atmospheric ocean: eddies and jets in the Antarctic circumpolar current.Crossref | GoogleScholarGoogle Scholar |
Toomey, L., Welsford, D., Appleyard, S. A., Polanowski, A., Faux, C., Deagle, B. E., Belchier, M., Marthick, J., and Jarman, S. (2016). Genetic structure of Patagonian tooth fish populations from otolith DNA. Antarctic Science 28, 347–360.
| Genetic structure of Patagonian tooth fish populations from otolith DNA.Crossref | GoogleScholarGoogle Scholar |
Torres, G. J., Lombarte, A., and Morales-Nin, B. (2000). Sagittal otolith size and shape variability to identify geographical intraspecific differences in three species of the genus Merluccius. Journal of the Marine Biological Association of the United Kingdom 80, 333–342.
| Sagittal otolith size and shape variability to identify geographical intraspecific differences in three species of the genus Merluccius.Crossref | GoogleScholarGoogle Scholar |
Tracey, S. R., Lyle, J. M., and Duhamel, G. (2006). Application of elliptical Fourier analysis of otolith form as a tool for stock identification. Fisheries Research 77, 138–147.
| Application of elliptical Fourier analysis of otolith form as a tool for stock identification.Crossref | GoogleScholarGoogle Scholar |
Venables, W. N., and Ripley, B. D. (2002). ‘Modern Applied Statistics with S’, 4th edn. (Springer: New York, NY, USA.) Available at http://www.stats.ox.ac.uk/pub/MASS4 [Verified 10 February 2018].
Vieira, A. R., Neves, A., Sequeira, V., Paiva, R. B., and Gordo, L. S. (2014). Otolith shape analysis as a tool for stock discrimination of forkbeard (Phycis phycis) in the northeast Atlantic. Hydrobiologia 728, 103–110.
| Otolith shape analysis as a tool for stock discrimination of forkbeard (Phycis phycis) in the northeast Atlantic.Crossref | GoogleScholarGoogle Scholar |
Vignon, M., and Morat, F. (2010). Environmental and genetic determinant of otolith shape revealed by a non-indigenous tropical fish. Marine Ecology Progress Series 411, 231–241.
| Environmental and genetic determinant of otolith shape revealed by a non-indigenous tropical fish.Crossref | GoogleScholarGoogle Scholar |
Zischke, M. T., Litherland, L., Tilyard, B. R., Stratford, N. J., Jones, E. L., and Wang, Y. G. (2016). Otolith morphology of four mackerel species (Scomberomorus spp.) in Australia: species differentiation and prediction for fisheries monitoring and assessment. Fisheries Research 176, 39–47.
| Otolith morphology of four mackerel species (Scomberomorus spp.) in Australia: species differentiation and prediction for fisheries monitoring and assessment.Crossref | GoogleScholarGoogle Scholar |