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Marine Biodiversity Records

Marine Record
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Otolith dimensions (length, width), otolith weight and fish length of Sardinella sindensis (Day, 1878), as index for environmental studies, Persian Gulf, Iran

  • Mohsen Dehghani1, 3Email author,
  • Ehsan Kamrani1,
  • Ali Salarpouri2 and
  • Sana Sharifian1, 3
Marine Biodiversity Records20169:44

https://doi.org/10.1186/s41200-016-0039-0

©  Dehghani et al. 2016

Received: 16 May 2016

Accepted: 3 June 2016

Published: 8 July 2016

Abstract

Background

Sardines are the most important commercial fishes for Iran. However, information about biology and ecology of sind sardine in Persian Gulf and Oman Sea is scarce.

Methods

In this study, relationship between fish length and otolith length, -width and -weight of Sardinella sindensis from Bandar Lengeh and Qeshm Island, Persian Gulf were analyzed. In total, 128 and 120 fishes collected from Commercial catches during March 2011- February 2012 in the Bandar Lengeh and Qeshm Island respectively.

Results

There were no significant differences between left and right otolith (t-test, P > 0.05) or between males and females otoliths (ANCOVA, P > 0.05). For these reasons, only right otoliths were used for next analysis and data of both sexes were pooled. Relationships between fish length and otolith length, width and weight were described by linear regression models and high correlation was shown for all relationships. The highest correlation was between fish length and otolith length (Bandar Lengeh, R 2  = 0.8722; Qeshm Island, R 2  = 0.8661) and relationship between fish length and otolith width showed less correlation than other relationships (Bandar Lengeh, R 2  = 0.7355; Qeshm Island, R 2  = 0.7275).

Conclusions

The result from this study shows that fish length and otolith growth have a positive relationship, so can be a useful tool to evaluate the growth of fish and fish stocks and finally fisheries management.

Keywords

Fish lengthOtolith Sardinella sindensis Persian Gulf

Background

The inner ears of all teleost fishes contain three calcified structures, which acts as balance and hearing organs (Popper et al. 2005). Otoliths serve as a permanent record of the life history of an individual fish (ICES 2004), and they hold a wealth of information on daily age, size, growth and ontogeny of fishes (Gerard & Malca, 2011). The otoliths continue to grow throughout their life and do not resorb in time of stress (Yaremko, 1996; Mendoza, 2006). Thus, they are one of the most reliable tools for identification of growth rates, structure of age in a certain population and for fisheries management, furthermore the analysis of microstructure otolith have greatly developed for stock identification, feeding ecology of predators, and the determination of migration direction in fishes species (Campana & Thorrold, 2001; Mendoza 2006, McFarlane et al. 2010). The application of otolith only is not restricted to ichthyology, but also extended widely for some aspects of palaeontology, stratigraphy, archaeology and zoogeography (Tuset et al. 2008). The size and shape of otoliths are variable according to species and size of fish (Eroglu & Sen, 2009). The relationship between fish length and otolith dimensions, can be useful to estimate the size and age of prey collected from stomach and feeding habits of fishes (Hunt, 1992; Granadeiro & Silva, 2000; Khodadai & Emadi, 2004, Pombo et al. 2005, Rizkalla & Bakhoum, 2009; Javor et al. 2011).

Sardines are small pelagic fishes that live in coastal waters of many sea and ocean. They feed on planktons and are eaten by other fishes, so they are important in marine food web (Emmett et al. 2005; Salarpouri et al. 2009). In addition, sardines are consumed as fresh meal for humans and as commercial powder (Bennet et al. 1992; Hill et al. 2005; FAO, 2011). Many studies for sardine genus have been performed on the otolith structures, such as growth and mortality estimation, identification of fishes, determine the fish stock and trace migration pathway of fish (Nair, 1949; Krzeptowski, 1983; Cergole & Valentini 1994; Butler et al. 1996; Watanabe & Nakamura, 1998; Gaughan & Mitchell, 2000, Silva et al. 2008; Mehanna & Salem 2011; Ward et al. 2012; Dehghani et al. 2015). According to FAO (2011), Sardinella sindensis is the most important commercial fish for Iran and Pakistan. However, a few studies have been performed on the structure of otoliths in S.sindensis from Iran. The age and growth of S.sindensis was studied using annual rings of otoliths from Persian Gulf and Oman, Iran by Dehghani et al (2015). Otoliths tend to grow linearly in length and width with increasing fish size, and to grow linearly in thickness and weight with increasing fish age (Donkers, 2004). For most species, the relationship between otolith length and fish length can be described by a simple linear regression (Harvey et al. 2000).

The aim of this study was to gain understanding of the relationships between fish length and otolith dimensions of S.sindensis, through regression analysis.

Methods

Fishes were selected, randomly, from commercial catches using purse seine nets. A total of 120 fishes were collected from coastal waters of Bandar Lengeh (26°55′27″N 54°88′14″E) and 128 fishes from Qeshm Island (26°41′43″N 55°37′06″E) in North of Persian Gulf (Iran) during March 2011 to February 2012 (Fig. 1). Fishes were transported to the laboratory of Persian Gulf and Oman Sea Ecological Research Institute, Bandar Abbas.
Figure 1
Fig. 1

Sampling areas of Sind sardine, Sardinella sindensis, Bandar Lengeh and Qeshm Island, Persian Gulf, Iran

First, total fish length was measured to the nearest 0.1 mm, and then sex determination was done under stereomicroscope. Chi-square test was performed for sex differences. Otoliths were extracted from heads of samples, cleaned and dried. Otolith weight was measured by using digital balance to the nearest 0.0001 g. For measuring the otolith size, images were taken under a stereo microscope linked to a video camera (Motic Image Plus 2), and otolith length and -width were measured using imaging software (Motic 2) to the nearest 0.01 μm. Otolith length is the distance from the midpoint of the rostrum at point A through the primordium to the posterior edge at point B. Width is the distance perpendicular to the length passing through the primordium (Fig. 2) (Javor et al. 2011). Differences between left and right otolith were tested by paired t-test and between males and females by using ANCOVA (Matic-Skoko et al. 2011). ANOVA was used to test for significant differences in area. Relationships between total fish length and otolith length and -width described by linear equation as TL = a (L) b, where TL is total fish length, L is otolith length or otolith width, and a, b are constant coefficients. For express relationship between total length fish and otolith weight was used a linear equation like above equation that described as TL = a (OW) b, where OW is otolith weight. Regression method was analyzed by using Excel software (version 2007) for determining the relationships between fish length and otolith length,-width and -weight.
Figure 2
Fig. 2

Otolith of S. sindensis, distance between point A and B indicating otolith length and distance between point C and D indicating otolith width

Results

In total, 128 fishes from Qeshm Island and 120 fishes from Bandar Lengeh collected (Fig. 3). Chi-square test was performed assuming equal sex ratio and results with a degree of freedom, did not show significant differences between the sexes (X 2  = 1.2, df = 1, p > 0.05) and (X 2  = 1.125, df = 1, p > 0.05) for Bandar Lengeh and Qeshm, respectively.
Figure 3
Fig. 3

Number of S.sardinella collected from Bandar Lengeh and Qeshm Island (Persian Gulf) during March 2011 to February 2012

Minimum-maximum and mean fish lengths for Bandar Lengeh were 8.1-18.3 and 12.7 cm respectively and those for Qeshm were 7.9-18.6 and 12.9 cm, respectively. All measurement of left and right otoliths were tested and no significant differences were observed between left and right otolith (t-test, P > 0.05) and between otoliths of female and males (ANCOVA, P > 0.05), therefore, only right otolith used for next analysis and data of both the sexes were pooled. Otolith length, -width and -weight measurements in addition fish length and weight are recorded in Table 1.
Table 1

Maximum, minimum, mean and standard deviation (SD) of fish length and otolith length, -width and -weight of S.sindensis from Bandar Lengeh and Qeshm Island (Persian Gulf)

Area

 

Number

Minimum

Maximum

Mean

SD

Bandar Lengeh

Total fish length (cm)

120

7.9

18.6

13

2.7

Otolith length (μm)

118

1620.06

3389.02

2503.06

511.37

Otolith width (μm)

118

954.24

1504.88

1250.78

153.52

Otolith weight (g)

118

0.0004

0.0026

0.0013

0.00061

Qeshm Island

Total fish length (cm)

128

8.1

18.3

12.9

2.7

Otolith length (μm)

124

1610.28

3556.98

2533.7

476.5

Otolith width (μm)

124

973.43

1533.05

1237.7

132.8

Otolith weight (g)

124

0.0003

0.0027

0.0014

0.00064

Relationships between fish length and otolith length, -weight and -width were described by regression model and linear equation. The equation for otolith length and fish length was (OL = 171.51 TL+ 257.63; R 2  = 0.8661) for Qeshm Island and (OL = 165.06 TL+ 401.64; R 2  = 0.8661) for Bandar Lengeh. Regression models and linear equations of all relationships are shown in Figs. 4, 5 and 6. There were no significant differences in these analyses for two areas (ANOVA, P > 0.05).
Figure 4
Fig. 4

Relationship between total fish length and otolith length of S.sindensis from Bandar Lengeh and Qeshm Island (Persian Gulf)

Figure 5
Fig. 5

Relationship between total fish length and otolith width of S.sindensis from Bandar Lengeh and Qeshm Island (Persian Gulf)

Figure 6
Fig. 6

Relationship between total fish length and otolith weight of S.sindensis from Bandar Lengeh and Qeshm Island (Persian Gulf)

Discussion

In this study, relationship between fish length and otolith length, -width and -weight was analyzed by linear model. Otolith dimensions and weight was linearly correlated to total fish length. Relationships between fish length and otolith length for each area showed highest positive correlation, that is similar to results of Sardina Pilchardus from Adriatic Sea, Crotia (Zorica et al. 2010), those of Sardinops sagax from North America (Javor 2013), S.sagax from Australia (Gaughan et al. 2008) and other fish species (Hunt, 1992; Megalofoou 2006; Ilkyaz et al. 2011).

In current study, results of testing the difference between right and left otoliths showed no significant difference, and no significant difference between males and females otoliths. In addition, this test was similar for the two sampling regions. These results agree with results of other studies (Jawad et al. 2011), but differ from studies done on Sardina Pilchardus from Adriatic Sea, Crotia (Zorica et al. 2010), Sardinops sagax from west coast of North America (Javor et al. 2011) and were different from results of other fishes (Clark, 1992; Sen et al. 2001; Aydin et al. 2004). It can be stated that fishes from different regions have different allometric growth of the otolith (Butler et al. 1996), the reason for these difference in relationship in different studies, could be the differences in fish species, habitat, food availability and physiochemical factors of waters of environment that lives there (Aydin et al. 2004; Javor et al. 2011). There are a number of things that could conceivably produce a shift in the otolith size-body size relationship in the commercial catch, including large changes in age or sex composition, or changes in regulations, gear, or fishing strategies, even different methods used for analysis (Clark, 1992; Ma et al. 2010).

The results of this study suggested that otolith dimensions increases as fish length increases and therefore, otolith growth can be correlated with fish growth. In addition, the results showed that the otolith length had more correlation to the fish length than otolith weight and -width, respectively, it is similar to study done on S.lemuru from Australia (Gaughan and Mitchell, 2000) and other fishes (Metin & Ilkyaz 2006; Matic-Skoko et al. 2011).

Lombarte and Lleonart (1993) suggested that otolith development occurs under dual regulation: genetic conditions regulate the form of the otolith, while environmental conditions, mainly temperature in carbonate-saturated waters, regulate the quantity of material deposited during the formation of the otolith. Butler et al (1996) reported that it was not possible to use otolith weight with other data to estimate age of Pacific sardine. The regression method is very appealing in its simplicity but has two drawbacks. It will often be necessary to transform predictors and (or) the predict to obtain linear relationships, and even then, this is likely to achieve only approximate linearity. The second, and more serious, drawback is that this method produces asymptotically biased estimates of proportions at age (Francis & Campana, 2004), however, linear regressions between age-otolith size, unlike annulus counting methods, to estimate the age structure of the Sardines population need lesser time and cost (Ward et al. 2005; Ward et al. 2012).

Conclusions

morphometric relationships are useful tools for testing feeding and for research on fish fossils, especially for determining the size of fish that it is important factor for fish stock monitoring and management. However, for better understanding of otolith growth, it can be recommended for future studies to use the relationships between otolith weight and age, and to measure other otolith factors such as area, perimeter, thickness, circularity, and rectangularity.

Abbreviations

Ancova, analysis of covariance; Anova, analysis of variance; Df, degree of freedom; OL, otolith length; OW, otolith weight; P, probability; R2, coefficient of determination; Sd, standard deviation; TL, total length.

Declarations

Acknowledgements

We appreciate and would like to thank the director and staff of the Persian Gulf and Oman Sea Ecological Research Institute for contributions in laboratory facilities.

Funding

This work was carried out without any the funding and supporting from academic and research centers.

Availability of data and materials

The data will not be shared with a reason, in this section.

Authors’ contributions

MD carried out biometric and otoliths analysis of fishes, statistical analysis, and writing of paper; EK was superviser and the overall structure of paper was confirmed by him; AS assisted in sampling of fishes, and extracting of otoliths; SS cooperated in statistics analysis and writing of paper. All authors have read and approved the final manuscript.

Competing interests

The authors declare that they have no competing interests.

Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.

Authors’ Affiliations

(1)
Department of Marine Biology, Faculty of Basic Sciences, University of Hormozgan, Bandar Abbas, Iran
(2)
Department of Stock assessment, Persian Gulf and Oman Sea Ecological Research Institute, Bandar Abbas, Iran
(3)
Young Researcher and Elite Clube, Islamic Azad University, Bandar abbas Branch, Bandar Abbas, Iran

References

  1. Aydin R, Calta M, Sen D, Coban MZ. Relationships between fish lengths and otolith length in the population of Chondrostoma regium (Heckel, 1843) Inhabiting Keban Dam Lake. Pak J Biol Sci. 2004;7:1550–3.View ArticleGoogle Scholar
  2. Bennet PS, Nair PNR, Luther J, Annigeri GG, Rangans SS, Kurup KN. Resource characteristics and stock assessment of lesser sardines in the Indian waters. Indian J Fisheries. 1992;39:136–51.Google Scholar
  3. Butler JL, Granados-G ML, Barnes JT, Yaremko M, Macewicz BJ. Age composition, growth and maturation of the Pacific Sardine, Sardinops sagax, during 1994. Calif Cooperative Oceanic Fisheries Invest Rep. 1996;37:152–9.Google Scholar
  4. Campana SE, Thorrold SR. Otoliths, increments, and elements: keys to a comprehensive understanding of fish populations? Can J Fish Aquat Sci. 2001;58:30–8.View ArticleGoogle Scholar
  5. Clark WG. Estimation of Halibut body size from otolith size. Int Pac Halibut Commission Sci Rep No. 1992;75:1–31.Google Scholar
  6. Cergole MC, Valentini H. Growth and mortallty estlmates of Sardinella brasiliensis in the Southeastern brazillian bight. Bol Inst Oceanografico Sao Paulo. 1994;42:113–27.View ArticleGoogle Scholar
  7. Dehghani M, Kamrani E, Salarpouri A, Kamali E. Age and growth of Sind sardine (Sardinella sindensis) using otolith from Qeshm Island (Persian Gulf). Iran J Fisheries Sci. 2015;14:217–31.Google Scholar
  8. Donkers PD. Age, Growth and Maturity of European Carp (Cyprinus carpio) in Lakes Sorell and Crescent. Technical Report No.4 Inland Fisheries Service, Hobart. 2004. p. 18.Google Scholar
  9. Emmett RL, Brodeur RD, Miller TW, Pool SS, Krutzikowsky GYK, Bentley PJ, et al. Pacific sardine (Sardinops sagax) abundance, distribution, and ecological relationships in the Pacific Northwest. Calif Cooperative Oceanic Fisheries Invest Rep. 2005;46:122–43.Google Scholar
  10. Eroglu M, Sen D. Otolith size-total length relationship in Spiny eel, Mastacembelus mastacembelus (Banks& Solander, 1794) inhibiting in Karakaya Dam lake (Malatya, Turkey). J Fisheries Scicom. 2009;3:342–51.Google Scholar
  11. FAO. Report of the FAO workshop on the status of shared fisheries resources in the Northern Arabian Sea – Iran (Islamic Republic of), Oman and Pakistan which was held in Muscat, Oman, from 13 to 15 December 2010. FAO Fisheries and Aquaculture Report 971. Karachi, FAO. 2011. p. 58. http://fishbase.org/listbyletter/FBReferencesF.htm.
  12. Francis RICC, Campana SE. Inferring age from otolith measurements: a review and a new approach. Can J Fish Aquat Sci. 2004;61:1269–84.View ArticleGoogle Scholar
  13. Gaughan D, Mitchell RWD. The biology and stock assessment of the tropical sardine, Sardinella lemuru, off the mid-west coast of Western Australia Fish. Western Australia: Final report to Fisheries Research and Development Corporation on Project No. 95/037: Fisheries Research Report No. 119, Department of Fisheries; 2000. p. 136.Google Scholar
  14. Gaughan D, Craine M, Stephenson P, Leary T, Lewis P. Re growth of pilchard (Sardinops sagax) stocks off southern WA following the mass mortality event of 1998/99. Final report to Fisheries Research and Development Corporation on Project No. 2000/135. Western Australia: Fisheries Research Report No. 176, Department of Fisheries; 2008. p. 82.Google Scholar
  15. Gerard TL, Malca E. Silver nitrate staining improves visual analysis of daily otolith increments. J Am Sci. 2011;7:120–4.Google Scholar
  16. Granadeiro JP, Silva MA. The use of otoliths and vertebrae in the identification and size-estimation of fish in predator-prey studies. Cybium. 2000;24:383–93.Google Scholar
  17. Harvey JT, Loughlin TR, Perez MA, Oxman DS. Relationship between fish size and otolith length for 63 species of fishes from the eastern North Pacific Ocean. NOAA Tech Rep NMFS. 2000;150:35.Google Scholar
  18. Hill KT, Lo NCH, Macewicz BJ, Felix-Uraga R. Assessment of the Pacific sardine (Sardinops sagax caerulea) population for U.S. management in 2006. Pacific Fishery Management Council, Agenda Item D.1.a, Supplemental Attachment. 2005. p. 1–141.Google Scholar
  19. Hunt JJ. Morphological characteristics of otoliths for selected fish in the Northwest Atlantic. J Northwest Atl Fisheries Sci. 1992;13:63–75.View ArticleGoogle Scholar
  20. ICES. Recruitment studies: Manual on precision and accuracy of tools. By Belchier M., Clemmesen C., Cortes D., Doan T., Folkvord A., Garcia A., Geffen A., Hoie H., Johannessen A., Moksness E., de Pontual Ramirez T., Schnack D., Sveinsbo B. ICES Tech Mar Environ Sci. 2004;33:35.Google Scholar
  21. Ilkyaz AT, Metin G, Kinacigil HT. The use of otolith length and weight measurements in age estimations of three Gobiidae species (Deltentosteus quadrimaculatus, Gobius niger, and Lesueurigobius friesii). Turk J Zool. 2011;35:819–27.Google Scholar
  22. Javor B. Do shifts in otolith morphology of young Pacific Sardine (Sardinops Sagax) reflect changing recruitment contributions from Northern and Southern stock? Calif Cooperative Oceanic Fisheries Invest Rep. 2013;54:12.Google Scholar
  23. Javor B, Lo N, Vetter R. Otolith morphometrics and population structure of Pacific sardine (Sardinops sagax) along the west coast of North America. Fish Bull. 2011;109:402–15.Google Scholar
  24. Jawad LA, Ambuali A, Al-Mamry JM, Al-Busaidi HK. Relationships between fish length and otolith length, width and weight of the Indian Mackerel Rastrelliger kanagurta (Cuvier, 1817) collected from the Sea of Oman. Ribarstvo. 2011;69:51–61.Google Scholar
  25. Khodadai M, Emadi H. Aging of Epinephelus coioides by using of section of sagita in province waters (Persian Gulf, Khouzestan). Pajouhesh Sazandegi. 2004;63:2–11.Google Scholar
  26. Krzeptowski M. Biological characteristics of the sardine (Sardina pilchardus Walb) off west Sahara. Acta Ichthyologica Piscatoria. 1983;8:13–38.View ArticleGoogle Scholar
  27. Lombarte A, Lleonart J. Otolith size changes related with body growth, habitat depth and temperature. Environ Biol Fishes. 1993;37:297–306.View ArticleGoogle Scholar
  28. Ma BS, Xie CX, Huo B, Yang XF, Huang HP. Age and growth of a long-lived fish Schizothorax o’connori in the Yarlung Tsangpo River, Tibet. Zool Stud. 2010;49:749–59.Google Scholar
  29. Matic-Skoko S, Ferri J, Skeljo F, Bartulovic V, Glavic K, Glamuzinac B. Age, growth and validation of otolith morphometrics as predictors of age in the forkbeard, Phycis phycis (Gadidae). Fish Res. 2011;112:52–8.View ArticleGoogle Scholar
  30. McFarlane G, Schweigert J, Hodes V, Detering J. Preliminary study on the use of polished otoliths in the age determination of Pacific sardine (Sardinops sagax) in British Columbia waters. Calif Cooperative Oceanic Fisheries Invest Rep. 2010;51:162–8.Google Scholar
  31. Megalofoou P. Comparison of otolith growth and morphology with somatic growth and age in young-of-the-year bluefin tuna. J Fish Biol. 2006;68:1867–78.View ArticleGoogle Scholar
  32. Mehanna SF, Salem M. Population dynamics of rond sardine Sardinella aurita Iin EL-ARISH waters, Southeastern Mediterranean, Egypt. Indian J Fundam Appl Life Sci. 2011;1(4):286–94. ISSN: 2231-6345 (Online) http://www.cibtech.org/jls.htm in Vol. 1 (4). http://www.cibtech.org/J-LIFESCIENCES/PUBLICATIONS/2011/Vol%201%20No.%204/JLS%2001-04-Contents.htm.
  33. Mendoza RPR. Otoliths and their applications in fishery science. Ribarstvo. 2006;64:89–102.Google Scholar
  34. Metin G, Ilkyaz AT. Use of otolith length and weight in age Determination of Poor Cod (Trisopterus minutus Linn. 1758). Turk J Zool. 2006;32:293–7.Google Scholar
  35. Nair RV. The growth rings on the otoliths of the Oil sardine, Sardinella longiceps CUV and VAL. Curr Sci. 1949;18:9–11.Google Scholar
  36. Pombo L, Elliott M, Rebelo JE. Ecology, age and growth of Atherina boyeri and Atherina presbyter in the Ria de Aveiro, Portugal. Cybium. 2005;29:47–55.Google Scholar
  37. Popper AN, Ramcharitar J, Campana SE. Why otolith? Insights from inner ear physiology and fisheries biology. Mar Freshw Res. 2005;56:497–507.View ArticleGoogle Scholar
  38. Rizkalla SI, Bakhoum SA. Some biological aspects of Atlantic stargazer Uranoscopus scaber Linnaeus, 1758 (Family: Uranoscopidae) in The Egyptian Mediterranean Water. Turk J Fisheries Aquat Sci. 2009;9:59–66.Google Scholar
  39. Salarpouri A, Darvishi M, Safaei M, Akbar Zadeh G, AliSeraji F, Behzadi S, Momeni M, Rameshi H, Seyd Moradi Sh, Mohebbi P, Parvaresh M, Valinassab T and Dehqani R. Biological survey on small pelagic fishes (sardine & anchovy) stocks in coastal waters of Hormozgan province (Qeshm Island & Bandar Lengeh) with emphasis on Sea surface temperature, Plankton. Fisheries Res Inst Iran, Tehran (Iran). 2009. p. 116. http://agris.fao.org/agris-search/search.do?recordID=IR2011000026. http://en.pgoseri.ac.ir/portal.aspx?tabid=361
  40. Sen D, Aydin R, Calta M. Relationships between fish length and otolith length in the population of Capoeta Capoeta Umbla (Heckel, 1843) inhabiting hazar Lake, Elazic, Turkey. Arch Pol Fisheries. 2001;9:267–72.Google Scholar
  41. Silva A, Carrera P, Masse J, Uriarte A, Santos MB, Oliveira PB, et al. Geographic variability of sardine growth across the northeastern Atlantic and the Mediterranean Sea. Fisheries Res Elsevier. 2008;90:56–69.View ArticleGoogle Scholar
  42. Tuset VM, Lombarte A, ASSIS CA. Otolith atlas for the western Mediterranean, north and central eastern Atlantic. Scientia Marina. 2008;27:7–198.Google Scholar
  43. Ward TM, Burch P, Lvey RA. South Australian sardine (Sardinops sagax) fishery: Stock Assessment Rport 2012. Report to PIRSA Fisheries and Aquaculture. South Australian Research and Development Institute (Aquatic Sciences), Adelaid. SARDI publication No. F2007/000765-4. SARDI Res Rep Ser No. 2012;667:101.Google Scholar
  44. Ward TM, Rogers PJ, Stephenson P, Schmarr DW, Strong N, McLeay LJ. Implementation of an Age Structured Stock Assessment Model for Sardine (Sardinops sagax) in South Australia. Report to the Fisheries Research and Development Corporation. South Australian Research and Development Institute (Aquatic Sciences). SARDI Res Rep Ser No. 2005;125:130.Google Scholar
  45. Watanabe Y, Nakamura M. Growth trajectory of the larval Japanese sardine, Sardinops melanostictus, transported into the Pacific coastal waters off central Japan. Fish Bull. 1998;96:900–7.Google Scholar
  46. Yaremko M.L. Age determination in Pacific sardine, Sardinops sagax. NOAA Tech Memo NMFS. 1996. p. 596. https://www.amazon.com/determination-Pacific-sardine-Sardinops-Yaremko/dp/1125502940/177-2111744-8484145?ie=UTF8&*Version*=1&*entries*=0
  47. Zorica B, Sinovcic G, Vanja Cikes Kec V. Preliminary data on the study of otolith morphology of five pelagic fish species from the Adriatic Sea (Croatia). ACTA ADRIAT. 2010;51:89–96.Google Scholar

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