Stock discrimination of Indian sand whiting Sillago sihama (Forsskal, 1775) using truss morphometry along the Maharashtra and Goa coasts of India
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Abstract
The present study aimed to assess the stock structure of Sillago sihama (Forsskal, 1775) along the Maharashtra and Goa coasts using truss morphometric analysis. A total of 180 specimens were collected from six locations including Satpati, Mumbai, Harnai, Ratnagiri, Malvan, and Panaji between September 2024 and May 2025.Twenty truss distances, generated from ten anatomical landmarks, were subjected to statistical analyses comprising ANOVA, MANOVA, Principal Component Analysis (PCA), and Discriminant Function Analysis (DFA) to assess morphometric variation among populations. Nineteen out of twenty morphometric traits showed significant variation among locations. PCA revealed that most variation was concentrated in the caudal and dorsal regions, while DFA correctly classified 78.9% of specimens, with 70.6% accuracy in cross-validation. The distinct clustering patterns suggest the presence of multiple morphometric stocks. These results highlight the presence of significant morphological variability among S. sihama populations and underscore the effectiveness of truss morphometry in stock discrimination for sustainable fisheries management.
Keywords: Anatomical landmarks, DFA, Fisheries management, Morphometric traits, PCA, Populations, Truss distances
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Azad, K. N., Mahfuj, M. S. E., Iqbal, T. and Shafaq, M. A. I. 2020. Differentiation of intraspecific phenotypic plasticity of elongate glassy perchlet, Chanda nama: Insights into landmark-based truss morphometric and meristic variations. J. Adv. Vet. Anim., Res. 7: 585–596. DOI: https://doi.org/10.5455/javar.2020.g456
Bal, H., Yanik, T. and Türker, D. 2021. Assessment of morphological variation between stocks of bluefish, Pomatomus saltatrix (Actinopterygii, Perciformes, Pomatomidae), in the Aegean Sea, Black Sea, and Sea of Marmara. AleP. 51: 85–94. DOI: https://doi.org/10.3897/aiep.51.63319
Bookstein, F. L. 1991. Morphometric tools for landmark data: geometry and biology. Cambridge University Press. DOI: https://doi.org/10.1017/CBO9780511573064
Bookstein, F. L. 1997. Landmark methods for forms without landmarks: morphometrics of group differences in outline shape. Medical image analysis, 1(3):225-243. DOI: https://doi.org/10.1016/S1361-8415(97)85012-8
Cadrin, S. X. 2000. Advances in morphometric identification of fishery stocks. Rev. Fish Biol. Fish.10: 91–112. DOI: https://doi.org/10.1023/A:1008939104413
Cadrin, S. X. and Friedland, K. D. 1999. The Utility of Image Processing Techniques for Morphometric Analysis and Stock Identification. Fish. Res. 43: 129-139. DOI: https://doi.org/10.1016/S0165-7836(99)00070-3
Cavalcanti, M. J., Monteiro, L. R., Roberto, P. and Lopes, D. 1999. Landmark-based morphometric analysis in selected species of serranid fishes (Perciformes: Teleostei). Zool. Res. 38: 287– 294.
Dutt, S. and Sujatha, K. 1980. On the seven species of fishes of the family sillaginidae from Indian waters. Mahasagar, 13(4): 371-375.
Hammer, O., Harper, D. A. and Ryan, P. D. 2001. PAST: Paleontological statistics software package for education and data analysis. Palaeontologia electronica, 4(1): 9.
Hilborn, R., and Walters, C. J. 1992. Quantitative Fisheries Stock Assessment: Choice, Dynamics and Uncertainty. Reviews in Fish Biology and Fisheries, 2, 177-186. DOI: https://doi.org/10.1007/BF00042883
James, P. S., Varghese, T. J. and Devaraj, K. V. 1976. Some observations on the possibilities of culture of Indian sandwhiting, Sillago sihama (Forsskal) in brackishwaters. J. Inland Fish. Soc. India, 8: 212-220.
Khan, M. A., Khan, S. and Miyan, K. 2019. Stock identification of the Channa striata Inhabiting the Gangetic River System using Truss Morphometry. Russ. J. Ecol. 50(4): 391–396. DOI: https://doi.org/10.1134/S1067413619040106
Mahfuj, S., Islam, S. I., Jinia, S. S., Hossain, Md. F. and Atique, U. 2023. Stock identification of Congaturi halfbeak (Hyporhamphus limbatus): insight into conventional and truss-based morphometrics. J. Basic Appl. Zool. 84(1). DOI: https://doi.org/10.1186/s41936-023-00329-7
McKay, R. J. 1976. The fishes of the family Sillaginidae from India, with a description of a new species. J. Mar. Biol. Ass. India, 18(2): 375-385.
Nama, S., Bhushan, S., Ramteke, K. K., Jaiswar, A. K. and Srihari, M. 2022. Stock structure analysis of yellow striped goatfish, Upeneus vittatus (Forsskal, 1775) based on truss morphometric analysis along the Indian coast. Iran. J. Fish. Sci. 21(1): 93–103.
Rawat, S., Benakappa, S., Kumar, J., Naik, K., Pandey, G. and Pema, C. W. 2017. Identification of fish stocks based on truss morphometric: a review. J. Fish. Life Sci. 2(1): 9–14.
Ramya, V. L., Behera, B. K., Das, B. K., Krishna, G., Pavankumar, A. and Pathan, M. K. 2021. Stock structure analysis of the endemic fish, Barbodes carnaticus (Jerdon 1849), for conservation in a biodiversity hotspot. Environ. Sci. Pollut. Res. 28(39): 55277–55289. DOI: https://doi.org/10.1007/s11356-021-14818-1
Rohlf, F. J. 1990. in Proceedings of the Michigan Morphometrics Workshop (ed. Rohlf F J and Bookstein F L), 167–178.
Rohlf, F. J. 2006a. tpsUtil, version 1.38. (http://life.bio.sunysb.edu/morph/index). Stony Brook, NY: State University of New York.
Rohlf, F. J. 2006b. tpsDig, version 2.10. (http://life.bio.sunysb.edu/morph/index). Stony Brook, NY: State University of New York.
Sajina, A. M., Chakraborty, S. K., Jaiswar, A. K., Pazhayamadam, D. G. and Sudheesan, D. 2011. Stock structure analysis of Megalaspis cordyla (Linnaeus, 1758) along the Indian coast based on truss network analysis. Fish. Res. 108(1): 100–105. DOI: https://doi.org/10.1016/j.fishres.2010.12.006
Sawant, P. P., Nirmale, V. H., Metar, S. Y., Bhosale, B. P. and Chogale, N. D. 2017. Biology of Indian sand whiting, Sillago sihama (Forsskal) along the Ratnagiri coast. Indian Journal of Geo Marine Sciences. 46 (09): 1899-190.7.
Shahana, S., Silpa S., SriHari, M., Ramteke, K. K., Pavan-Kumar, A., Sreekanth, G. B. and Bhushan, S. 2024. Characterisation of phenotypic stock diversity of the crescent perch, Terapon jarbua (Forsskål, 1775) along the Indian coast using morphology and otolith shape analysis. Reg. Stud. Mar. Sci. 75. DOI: https://doi.org/10.1016/j.rsma.2024.103528
SriHari, M., Kathrivelpandian, A., Bhavan, S. G., Sajina, A. M., Gangan, S. S. and Abidi, Z. J. 2019. Deciphering the stock structure of Chanos chanos (Forsskål, 1775) in Indian waters by truss network and otolith shape analysis. Turk. J. Fish. Aquat. Sci. 20(2): 103–111. DOI: https://doi.org/10.4194/1303-2712-v20_2_03
SriHari, M., Silpa, S., Pavan-Kumar, A., Bhushan, S., Nayak, B. B. and Abidi, Z. J. 2021a. Stock characterization of greater lizardfish, Saurida tumbil (Bloch, 1795) along the west coast of India using morphological and molecular markers. Mar. Biol. Res. 17(2): 107–119. DOI: https://doi.org/10.1080/17451000.2021.1891251
Strauss, R. E. and Bookstein, D. L. 1982. The truss: body form reconstructions in morphometrics. Syst. Zool. 31(2): 113–135. DOI: https://doi.org/10.1093/sysbio/31.2.113
Tzeng, T. D. 2004. Discriminant analysis of morphometric traits of Mugil cephalus L. from different estuaries of western Taiwan. Fisheries Research. 62(1): 27–38.
Wimberger, P. H. 1992. Plasticity of fish body shape. The effects of diet, development, family and age in two species of Geophagus (Pisces: Cichlidae). Biol. J. Linn. Soc., 45(3): 197-218. DOI: https://doi.org/10.1111/j.1095-8312.1992.tb00640.x
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