Stock identification of Mediterranean horse mackerel (Trachurus mediterraneus) using morphometric and meristic characters
ICES Journal of Marine Science, 61: 774e781 (2004)
doi:10.1016/j.icesjms.2004.05.001
Stock identification of Mediterranean horse mackerel
(Trachurus mediterraneus) using morphometric
and meristic characters
Cemal Turan
Turan, C. 2004. Stock identification of Mediterranean horse mackerel (Trachurus
mediterraneus) using morphometric and meristic characters. e ICES Journal of Marine
Science, 61: 774e781.
Ó 2004 International Council for the Exploration of the Sea. Published by Elsevier Ltd. All rights reserved.
Keywords: Mediterranean horse mackerel, meristics, morphometrics, stock identification,
Trachurus mediterraneus.
Received 7 November 2003; accepted 5 May 2004.
C. Turan: Fisheries Genetics Laboratory, College of Fisheries and Aquaculture, Mustafa
Kemal University, 31040 Antakya, Hatay, Turkey. C. Turan: tel.: C90 326 245 58 16; fax:
C90 326 245 58 17; e-mail: .
Introduction
Mediterranean horse mackerel, Trachurus mediterraneus
(Steindachner 1868), is one of the most important fishing
resources in the Mediterranean Sea. This species is a semipelagic carnivore fish distributed throughout the Mediterranean, Marmara and Black Seas, and along the eastern
Atlantic coast from Morocco to the English Channel (SmithVaniz, 1986; Fischer et al., 1987). The contribution of
Trachurus mediterraneus to local fisheries differs in each
sea; 54% of the total catch in the Black Sea (2919 t), 39% in
the Marmara Sea (562 t), 4% in the Aegean Sea (247 t) and
3% in the Northeastern Mediterranean Sea (272 t) (DIE,
2001). The total catches of T. mediterraneus have drastically
declined to nearly zero in the Black and Marmara Seas in
1988 due to overfishing in previous years (DIE, 2001).
For effective fishery management and implementation of
worthwhile stock rebuilding programs, knowledge of stock
1054-3139/$30.00
structure, distribution of fishing effort and mortality
amongst the various components are essential, since each
stock must be managed separately to optimize their yield
(Grimes et al., 1987; Carvalho and Hauser, 1994; Begg
et al., 1999). Poor understanding of the fish and fishery
management can lead to dramatic changes in the biological
attributes and productivity of a species (Altukhov, 1981;
Ricker, 1981; Smith et al., 1991).
The potential capacity of populations to adapt and evolve
as independent biological entities in different environmental
conditions is restricted by the exchange of individuals
between populations. A sufficient degree of isolation may
result in notable phenotypic and genetic differentiation
among fish populations within a species, which may be
recognizable as a basis for separation and management of
distinct populations. Morphological characters, such as
body shape and meristic counts, have long been used to
delineate stocks (Heincke, 1898), and continue to be used
Ó 2004 International Council for the Exploration of the Sea. Published by Elsevier Ltd. All rights reserved.
Morphologic differentiation among stocks of Mediterranean horse mackerel, Trachurus
mediterraneus, throughout the Black, Marmara, Aegean and Eastern Mediterranean Seas,
was investigated using morphometric and meristic characters. Discriminant function
analysis of both morphometric and meristic characters suggested that there is restricted
migration of mackerel among the adjacent seas. Overlapping of four Black sea samples on
the discriminant space in morphometric and meristic characters suggested that there is one
self-recruiting population in the area. The Marmara sea samples were the most isolated
samples from all others for both morphometric and meristic characters, which may indicate
existence of a distinguishable mackerel stock in the area. The sample from the Aegean Sea
was grouped with one geographically close Mediterranean sample based on morphometrics,
and separated from all other Mediterranean samples based on meristic characters,
suggesting some degree of intermingling between these areas. Examination of the
contribution of each morphometric variable to canonical functions indicated that differences
among samples seemed to be associated with the anterior part of the body. In meristic
analyses, highest contributions to canonical functions were associated with the number of
gill rakers and pectoral fin rays.
Stock identification of Mediterranean horse mackerel
Material and methods
Trachurus mediterraneus were collected by commercial
fishing vessels from ten fishing ports in the Black,
Marmara, Aegean, and Northeastern Mediterranean Seas
during the feeding season (Table 1; Figure 1). Following
capture, samples were placed individually into plastic bags
and were kept deep-frozen (20(C) for transport to the
laboratory. Thirty animals were collected at each site, based
on Reist’s (1985) recommendation that at least 25 animals
be used for morphological analyses. The age of fish was
determined by identifying and counting annuli of otoliths
(Waldron and Kerstan, 2001).
Multivariate analyses
A stepwise multivariate discriminant analysis was used
separately for morphometric and meristic data to identify the
combination of variables that best separate T. mediterraneus
samples, since predictive ability of morphometric and
meristic characters are statistically different (Ihssen et al.,
1981; Hair et al., 1996).
In morphometric analyses, allometric growth, i.e.
heterogeneity in body size among samples, can result in
heterogeneity of shape without providing information on
differences in body proportions among populations (Reist,
1985). In the present study, there were significant
correlations with body length for morphometric and
meristic characters. Therefore, transformation of absolute
measurements to size-independent shape variables was the
first step of the analyses. Size-dependent variation for
morphometric and meristic characters was removed using
the formula by Elliott et al. (1995):
Madj ¼ MðLs =Lo Þb
where M is the original morphometric measurement, Madj
the size adjusted measurement, Lo the standard length of
fish, and Ls the overall mean of standard length for all fish
from all samples for each variable. The parameter b was
estimated for each character from the observed data as the
slope of the regression of log M on log Lo, using all specimens. Correlation coefficients between transformed variables and standard length were calculated to check if the data
transformation was effective in removing the effect of size
in the data.
Table 1. Sampling details of T. mediterraneus used in this study. MSL, mean standard length (cm). Standard deviations of MSL are
given in brackets.
Sample
Black Sea (Trabzon)
Black Sea (Ordu)
Black Sea (Sinop)
Black Sea (Zonguldak)
Marmara (Istanbul)
Marmara (C
xanakkale)
Aegean Sea (Izmir)
N. Mediterranean (Antalya)
N. Mediterranean (Mersin)
N. Mediterranean (Iskenderun)
Abbreviation
Date of capture
Age
Sampling gear
MSL
BS1
BS2
BS3
BS4
MS1
MS2
AS
NMS1
NMS2
NMS3
21 March 2002
24 December 2002
12 February 2002
25 February 2002
11 October 2002
20 April 2002
03 December 2002
1 (...truncated)