Research Article |
Corresponding author: Angeliki Adamidou ( adamidou@inale.gr ) Academic editor: Sanja Matić-Skoko
© 2023 Angeliki Adamidou, Konstantinos Touloumis, Manos Koutrakis, Athanassios C. Tsikliras.
This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Citation:
Adamidou A, Touloumis K, Koutrakis M, Tsikliras AC (2023) Estimation of selectivity parameters for target and bycatch fishes of the trammel net fisheries in the northern Aegean Sea (eastern Mediterranean Sea). Acta Ichthyologica et Piscatoria 53: 65-80. https://doi.org/10.3897/aiep.53.103358
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The size selectivity of trammel nets was investigated in the northern Aegean Sea using 10 different inner-panel mesh sizes ranging from 16 to 70 mm nominal mesh size (bar length). Selectivity estimates were made for the eight most abundant target and bycatch fish species, namely black scorpionfish, Scorpaena porcus Linnaeus, 1758; annular seabream, Diplodus annularis (Linnaeus, 1758); red mullet, Mullus barbatus Linnaeus, 1758; surmullet, Mullus surmuletus Linnaeus, 1758; round sardinella, Sardinella aurita Valenciennes, 1847; European hake, Merluccius merluccius (Linnaeus, 1758); greater weever, Trachinus draco Linnaeus, 1758; and blotched picarel, Spicara flexuosum Rafinesque, 1810, which accounted for 51.5% by number and 42.7% by weight of the fish caught with trammel nets in the sea trials. The SELECT method was used to estimate the selectivity parameters. Five different selectivity functions (i.e., normal scale, normal location, gamma, log-normal, and bi-normal) were applied with the bi-normal function providing the best fit as it had the lowest deviance value for all species and the lowest values for the dispersion parameter (D/df). The mesh size of 16 mm in most of the cases retained specimens below the size at first maturity (Lm). The mesh size of 19 mm seems more appropriate for red mullet, surmullet, and blotched picarel, the mesh size of 22 mm for annular seabream and round sardinella, while for European hake and black scorpionfish, the mesh size larger than 26 mm would be more appropriate.
bycatch, Mediterranean Sea, SELECT, size-selectivity, small-scale fisheries, trammel nets
Over the past 40 years, population growth, economic and technological development, and dietary diversification have increased the demand for fish products, putting pressure on fish stocks (
Although their effect is often overlooked, small-scale fisheries (SSF) contribute to the stock exploitation status, as they provide more than a quarter of the global marine fisheries catch and supply almost half of the landings intended for human consumption (
The Mediterranean SSF are characterized by their multispecies and multi-gear nature (
Although the fishing gears employed in SSF (mostly passive gears) are considered to be more size and species selective, have a moderate to low discard rate (
The most important aspect of gear selectivity is that it is directly associated with fisheries management since fishing regulations based on allowable mesh sizes require precise knowledge of gear selectivity. Up to now, the majority of fisheries in the Mediterranean Sea are managed by controlling the fishing effort and by technical measures (closed areas and seasons, minimum landing size, minimum mesh sizes) (
In the Mediterranean Sea, several studies have investigated the selectivity of fishing gears with the aim of reducing bycatch of undersized species, both commercial and non-commercial. The vast majority of the studies (>70%) concerned the bottom trawls targeting finfish (
The objective of this study is to assess the impact of trammel net size selectivity on both target and bycatch species in SSF of the northern Aegean Sea. The selectivity parameters for the most abundant target and bycatch species were calculated and compared for different mesh sizes aiming to propose the most appropriate mesh size on a species basis that will ensure the sustainability of key métiers of SSF and minimize their negative effects on fish stocks.
Experimental nets and fishing operation. The sea trials were conducted seasonally, from April 2016 to February 2017, for 5 successive days each season (20 sea trials in total), on board a chartered commercial SSF fleet vessel (8.5 m in length, 4.3 GT, 45 HP). The study area was Strymonikos Gulf in the western part of the northern Aegean Sea (Fig.
The data were collected during a trammel net selectivity survey. The technical characteristics and the structure of trammel nets are described in the literature (
Thirty bottom-set trammel nets were used, all newly made for the study. Ten different combinations of inner and outer panel mesh sizes were used as follows: 16/100 mm, 19/100 mm, 22/110 mm, 26/130 mm, 30/150 mm, 36/160 mm, 42/180 mm, 50/200 mm, 60/240 mm, 70/265 mm (bar length of inner/outer sheets of trammel nets). Mesh size increased following a geometric order, depending on the commercial availability. All nets were made with the same net type and twine diameter. Multifilament nylon (PA) twine, of 0.23 mm thickness was used for the inner sheets of the trammel nets, whereas for the outer sheets, the twine thickness ranged from 0.36 mm to 0.45 mm depending on mesh size. All nets had almost the same length (100 m stretched/50 m mounted) and depth (1.5 m stretched), therefore the fishing effort was considered the same for all mesh sizes. Also, the inner sheets of the trammel nets were of the same depth for all mesh sizes, greater than that of outer panels, in order to have the same slack with the outer panels (
The nets were rigged in 3 fleets of 10 nets each with different mesh sizes. The position of each net in the fleet was determined randomly and no net had the same position in the three fleets, to reduce possible interaction between nets of different efficiency (
Upon retrieval, the entire catch was sorted according to the fleet, net type, and mesh size, and marine organisms were classified to the species level. An additional sorting into target and bycatch fraction was done by the fisher, with no interference from researchers on board. The method of capture was recorded as far as it was possible. Given that several target and bycatch species were caught in the experimental sea trials, it was not practically possible to record the method of capture of each fish. In addition, some species (e.g., greater weever) were still very mobile even after capture, which caused the net to rotate around their body, making it difficult to determine the method of capture. For other species (e.g., black scorpionfish) which appeared to be gilled or enmeshed, the net was also collected in the spines and rays, so it was also difficult to determine the method of capture.
Total weight and number were recorded for the catch of each species per fleet, and mesh size while specific measurements for each individual were recorded in the laboratory. The total length (TL, cm) and body girth (G, cm) for fishes and dorsal mantle length (DML, cm) for cephalopods were measured to the nearest 0.1 cm and the carapace length (CL, cm) for crustaceans to the nearest 0.01 cm, the individual total weight (W, g) was measured to nearest 0.01 g. The taxonomy and nomenclature of the species are according to FishBase (
Data analysis. Due to the small sample per species, a temporal (by season) or spatial (by depth stratum) stratified selectivity analysis was not possible; thus, data from all sampling periods and depth strata were pooled together into a single dataset per species. Length frequency distributions (LFDs) were estimated for all species (1 cm size classes or 2 cm size classes for species with a wide length range) per mesh size. In order to use the proper parametric (ANOVA) or non-parametric test (Kruskal–Wallis) for the comparison of the mean/median TL among different mesh sizes the normality of the TL data per species was tested with a Shapiro–Wilk normality test. Based on the outcome either one-way analysis of variance (ANOVA) or the non-parametric Kruskal–Wallis test was applied. Additionally, paired Kolmogorov–Smirnov (K–S) test with a significance level of ±95% (α = 0.05) was applied to compare the LFDs by different mesh sizes per species. The proportion of fish below the minimum conservation reference size (MCRS, according to EU regulation and the national legislation) and the length at first maturity (Lm) obtained from the literature, were also calculated for each species and mesh size. As mentioned above, fish are caught in trammel nets in four different ways. Two of them (gilling and wedging) are related to their body size, while the other two (entanglement and entrapment) are independent of it. When estimating selectivity, it is important to know whether fish were gilled/wedged or entangled/entrapped. Therefore, the ratio of gill (GG/MP) and maximum girth (MG/MP) to mesh perimeter were calculated for all species and mesh sizes to investigate the method of capture of each species at different mesh sizes and to confirm the observed method of capture.
Selectivity estimation. When the length distribution of the fished population is known, a direct estimation of the selectivity can be applied (
The trammel net selectivity was estimated using the SELECT (Share Each Length’s Catch Total) method, initially developed for trawling (
nlj ~ Po (pj ∙ λl ∙ rj (l)) and the log-likelihood of nlj is
∑l . ∑j {nl loge [(pj ∙ λl ∙ rj (l)) − (pj ∙ λl ∙ rj (l))]}
where nlj: the number of fish of length l caught in mesh size j; λl the abundance of length l fish contacting the gear; pj: the relative fishing intensity of the net of mesh size j; rj (l): the retention probability of length l fish in the mesh size j.
Five different patterns of selectivity were applied and tested to the data, corresponding to five functions, four unimodal: the normal location (modal length proportional to mesh size, spread fixed), normal scale, gamma and lognormal, and one bimodal (Bi-normal):
Normal location (k, σ)
Normal scale (k1, k2)
Log normal (μ, σ)
Gamma (α, k)
Bi-normal (k1, k2, k3, k4, c)
where mj is the mesh size j, μ is the mean size (modal length) of fish caught, σ is the standard deviation of the size of fish (spread), and k, k1, k2, k3, k4, and c, are selection parameters or constants.
For the selectivity curves, it was assumed that the number of fish of length class l encountering the gear was Poisson distributed; each net was equally efficient at catching fish of optimum/modal length, and hence the selectivity curves are all of the same height; the selection curve follows Baranov’s principle of geometrical similarity according to which modal length and spread (SD) of the fish caught increase proportionally to mesh size (
For the estimation of the selectivity curves, species with a sufficient number of individuals are needed. Therefore, species with a low number of captured specimens (n ≤ 70) or low representation in mesh sizes (present in less than 3 different mesh sizes) were excluded from the analysis (
Length frequency distributions. During the experimental trials, a total of 3233 specimens (235.9 kg) of 94 species (84 fishes, 4 crustaceans, and 6 cephalopods) were caught in trammel nets. Despite the large number of species caught, the catch was dominated by a few species whose numbers of individuals were sufficient for further statistical analysis and which also met the criteria for estimating the selectivity curves. Analyses were therefore carried out for the eight most abundant fish species, which accounted for 51.5% by number and 42.7% by weight of the fish caught with trammel nets. These fish species were the black scorpionfish, Scorpaena porcus Linnaeus, 1758; annular seabream, Diplodus annularis (Linnaeus, 1758); red mullet, Mullus barbatus Linnaeus, 1758; surmullet, Mullus surmuletus Linnaeus, 1758; round sardinella, Sardinella aurita Valenciennes, 1847; European hake, Merluccius merluccius (Linnaeus, 1758); greater weever, Trachinus draco Linnaeus, 1758; and blotched picarel, Spicara flexuosum Rafinesque, 1810.
Their relative abundance in number (N) and total weight (TW) were as follows: black scorpionfish (13.9% N, 8.8% TW); annular seabream (13.1% N, 7.8% TW); red mullet (6.7% N, 5% TW); surmullet (5.3% N, 5% TW); round sardinella (5.5% N, 4.8% TW); European hake (2.1% N, 6.4% TW); greater weever (2.8% N, 3.8% TW) and blotched picarel (2% N, 1.1% TW) (Table
Descriptive statistics of total length and weight for the eight most abundant species fished with trammel nets from April 2016 to February 2017 in the northern Aegean Sea, proportion of fish below MCRS and Lm and ratios of gill (GG/MP) and maximum girth (MG/MP) to mesh perimeter.
Species | MS [mm] | n | RF% | TL [cm] mean ± SD | TL [cm] median | TL [cm] min–max | % <MCRS | % <Lm | TW [kg] | % TW | W [g] mean ± SD | GG/MP | MG/MP |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Annular seabream, Diplodus annularis | 16 | 120 | 28.3 | 12.6 ± 2.29 | 13.1 | 8.3–18.1 | 32 | 24 | 4.4 | 23.9 | 36.7 ± 20.6 | 1.32 | 1.54 |
19 | 101 | 23.8 | 13.4 ± 1.54 | 13.4 | 9.1–16.7 | 20 | 1 | 4.2 | 22.7 | 41.4 ± 17.0 | 1.17 | 1.37 | |
22 | 100 | 23.6 | 13.5 ± 1.32 | 13.3 | 10.0–17.3 | 7 | 1 | 4.2 | 22.6 | 42.2 ± 16.4 | 1.00 | 1.18 | |
26 | 89 | 21.0 | 14.7 ± 0.88 | 14.5 | 13.2–18.0 | 0 | 0 | 4.8 | 25.8 | 53.6 ± 12.0 | 0.96 | 1.12 | |
30 | 7 | 1.7 | 16.0 ± 1.18 | 16.5 | 13.7–16.9 | 0 | 0 | 0.5 | 2.9 | 75.9 ± 16.4 | 0.91 | 1.07 | |
36 | 5 | 1.2 | 14.7 ± 1.72 | 13.8 | 13.1–17.1 | 0 | 0 | 0.3 | 1.5 | 54.8 ± 22.5 | 0.69 | 0.80 | |
42 | 2 | 0.5 | 14.7 ± 1.63 | 14.7 | 13.5–15.8 | 0 | 0 | 0.1 | 0.6 | 55.4 ± 22.4 | 0.60 | 0.69 | |
European hake, Merluccius merluccius | 16 | 21 | 30.0 | 28.6 ± 5.13 | 27.5 | 17.8–38.5 | 5 | 62 | 4.0 | 26.3 | 198.4 ± 100.0 | 1.81 | 1.92 |
19 | 9 | 12.9 | 27.4 ± 4.46 | 26.8 | 21.3–33.2 | 0 | 67 | 1.5 | 9.7 | 162.6 ± 85.2 | 1.37 | 1.47 | |
22 | 11 | 15.7 | 28.4 ± 6.01 | 26.5 | 22.2–41.3 | 0 | 73 | 2.1 | 13.9 | 190.0 ± 152.7 | 1.27 | 1.35 | |
26 | 19 | 27.1 | 32.0 ± 3.10 | 32.0 | 26.7–39.0 | 0 | 37 | 4.7 | 31.4 | 248.6 ± 85.3 | 1.21 | 1.27 | |
30 | 5 | 7.1 | 34.6 ± 3.57 | 36.1 | 28.3–37.0 | 0 | 20 | 1.6 | 10.8 | 325.1 ± 80.5 | 1.09 | 1.19 | |
36 | 3 | 4.3 | 33.9 ± 4.63 | 34.5 | 29.0–38.2 | 0 | 33 | 0.9 | 6.2 | 309.3 ± 123.5 | 0.96 | 1.00 | |
42 | 1 | 1.4 | 26.0 | 26.0 | 0 | 100 | 0.1 | 0.8 | 116.0 | 0.55 | 0.57 | ||
50 | 1 | 1.4 | 27.8 | 27.8 | 0 | 100 | 0.1 | 1.0 | 146.7 | 0.50 | 0.55 | ||
Red mullet, Mullus barbatus | 16 | 139 | 63.5 | 15.8 ± 2.01 | 15.1 | 12.5–22.0 | 0 | 1 | 6.0 | 51.7 | 43.7 ± 20.9 | 1.19 | 1.30 |
19 | 36 | 16.4 | 18.3 ± 1.66 | 18.5 | 15.3–23.9 | 0 | 0 | 2.5 | 21.1 | 70.3 ± 23.8 | 1.18 | 1.30 | |
22 | 31 | 14.2 | 18.1 ± 1.72 | 18.2 | 12.0–21.0 | 0 | 3 | 2.1 | 17.8 | 66.8 ± 16.5 | 1.02 | 1.10 | |
26 | 10 | 4.6 | 20.2 ± 2.64 | 20.8 | 14.6–22.7 | 0 | 0 | 0.9 | 7.9 | 91.9 ± 29.7 | 0.96 | 1.02 | |
30 | 3 | 1.4 | 16.9 ± 2.93 | 18.1 | 13.6–19.1 | 0 | 0 | 0.2 | 1.5 | 58.0 ± 24.5 | 0.69 | 0.75 | |
Surmullet, Mullus surmuletus | 16 | 82 | 47.7 | 16.9 ± 2.34 | 17.2 | 11.7–22.5 | 0 | 31 | 4.8 | 41.5 | 59.0 ± 26.4 | 1.33 | 1.43 |
19 | 45 | 26.2 | 17.7 ± 1.61 | 17.8 | 15.2–22.0 | 0 | 4 | 3.0 | 26.1 | 67.5 ± 21.7 | 1.15 | 1.27 | |
22 | 38 | 22.1 | 18.8 ± 1.68 | 18.6 | 16.2–22.5 | 0 | 0 | 3.1 | 26.2 | 82.4 ± 23.6 | 1.08 | 1.18 | |
26 | 5 | 2.9 | 21.4 ± 0.65 | 21.6 | 20.4–22.0 | 0 | 0 | 0.6 | 5.2 | 122.3 ± 15.9 | 1.03 | 1.14 | |
30 | 1 | 0.6 | 17.1 | 17.1 | 0 | 0 | 0.1 | 0.5 | 63.1 | 0.75 | 0.84 | ||
36 | 1 | 0.6 | 15.8 | 15.8 | 0 | 0 | 0.0 | 0.4 | 49.7 | 0.58 | 0.63 | ||
Round sardinella, Sardinella aurita | 16 | 63 | 35.6 | 19.9 ± 1.25 | 20.0 | 16.9–22.4 | 0 | 0 | 3.6 | 32.4 | 58.1 ± 12.3 | 1.22 | 1.36 |
19 | 58 | 32.8 | 20.3 ± 0.96 | 20.2 | 18.8–23.1 | 0 | 0 | 3.4 | 30.7 | 59.9 ± 8.5 | 1.04 | 1.13 | |
22 | 56 | 31.6 | 21.5 ± 0.96 | 21.4 | 19.5–23.8 | 0 | 0 | 4.1 | 36.9 | 75.9 ± 8.7 | 0.95 | 1.09 | |
Black scorpionfish, Scorpaena porcus | 16 | 112 | 24.8 | 12.6 ± 1.55 | 12.5 | 8.5–16.5 | 0 | 96 | 4.3 | 20.8 | 38.9 ± 14.5 | 1.36 | 1.47 |
19 | 148 | 32.8 | 12.7 ± 1.54 | 12.5 | 9.9–18.6 | 0 | 95 | 5.9 | 28.8 | 40.0 ± 16.1 | 1.13 | 1.23 | |
22 | 139 | 30.8 | 13.6 ± 1.52 | 13.4 | 9.3–10.7 | 0 | 90 | 6.7 | 32.6 | 48.3 ± 20.4 | 1.04 | 1.13 | |
26 | 40 | 8.9 | 15.1 ± 1.82 | 14.7 | 12.1–20.0 | 0 | 70 | 2.6 | 12.8 | 67.6 ± 28.2 | 1.00 | 1.07 | |
30 | 10 | 2.2 | 15.6 ± 3.40 | 16.4 | 10.4–20.1 | 0 | 30 | 0.8 | 3.8 | 77.3 ± 41.4 | 0.91 | 0.97 | |
42 | 2 | 0.4 | 18.6 ± 4.60 | 18.6 | 21.8–37.1 | 0 | 0 | 0.3 | 1.3 | 136.5 ± 102.9 | 0.77 | 0.83 | |
Blotched picarel, Spicara flexuosum | 16 | 43 | 61.4 | 14.7 ± 1.55 | 15.0 | 11.5–17.8 | 0 | 0 | 1.4 | 55.4 | 32.5 ± 10.2 | 1.07 | 1.23 |
19 | 23 | 32.9 | 16.2 ± 0.77 | 15.9 | 14.6–17.8 | 0 | 0 | 0.9 | 37.0 | 42.5 ± 5.6 | 1.00 | 1.13 | |
22 | 4 | 5.7 | 16.8 ± 0.45 | 16.9 | 16.1–17.1 | 0 | 0 | 0.2 | 7.6 | 47.8 ± 4.0 | 0.95 | 1.05 | |
Greater weever, Trachinus draco | 16 | 9 | 9.8 | 21.6 ± 3.87 | 20.5 | 15.5–27.8 | 0 | 11 | 0.7 | 7.6 | 78.1 ± 37.7 | 1.29 | 1.45 |
19 | 46 | 50.0 | 23.5 ± 3.88 | 23.6 | 15.3–31.4 | 0 | 11 | 4.4 | 57.2 | 95.3 ± 48.4 | 1.17 | 1.29 | |
22 | 8 | 8.7 | 23.8 ± 3.07 | 23.1 | 19.7–28.7 | 0 | 0 | 0.8 | 8.4 | 97.5 ± 35.9 | 1.01 | 1.11 | |
26 | 8 | 8.7 | 27.2 ± 3.29 | 27.8 | 23.2–31.5 | 0 | 0 | 1.2 | 12.6 | 146.6 ± 65.0 | 0.98 | 1.07 | |
30 | 8 | 8.7 | 23.7 ± 7.27 | 26.0 | 14.5–32.7 | 0 | 38 | 1.0 | 11.1 | 129.1 ± 99.2 | 0.76 | 0.87 | |
36 | 9 | 9.8 | 21.9 ± 5.07 | 20.4 | 13.4–30.0 | 0 | 11 | 0.7 | 7.6 | 78.4 ± 54.4 | 0.57 | 0.63 | |
42 | 1 | 1.1 | 26.2 | 26.2 | 0 | 0 | 0.1 | 1.3 | 123.3 | 0.60 | 0.62 | ||
50 | 1 | 1.1 | 19.5 | 19.5 | 0 | 0 | 0.0 | 0.4 | 41.3 | 0.36 | 0.37 | ||
60 | 2 | 2.2 | 28.2 ± 0.71 | 28.2 | 27.7–28.7 | 0 | 0 | 0.4 | 3.8 | 175.2 ± 50.1 | 0.47 | 0.54 |
The length frequency distributions (LFDs) of the eight species studied, by mesh size, and from data pooled across all mesh sizes, are shown in Fig.
For the majority of the species, the abundance in number decreased with increasing mesh size, hence, four smaller mesh sizes (i.e., 16, 19, 22, and 26 mm bar length) were the most efficient in abundance and biomass catch rates (Table
The GG/MP and MG/MP ratios indicated that in some cases fishes were caught in mesh sizes larger than expected (e.g., annular seabream in 36 and 42 mm mesh sizes, red mullet in 30 mm mesh, and surmullet in 30 and 36 mm mesh sizes) or smaller than expected (e.g., annular seabream, red mullet, surmullet, in 16 and 19 mm mesh sizes and round sardinella, black scorpionfish in 16 mm mesh size) (Table
Only some individuals of annular seabream (30%, 20%, and 7% at mesh sizes 16, 19, and 22 mm respectively) and to a lesser extent European hake (5% at mesh size 16 mm) were recorded below the minimum conservation reference size (MCRS) (Table
Estimation of the selectivity parameters. The selectivity parameters were estimated per species for each of the tested selectivity functions (Table
Selectivity curves for the eight most abundant species fished from April 2016 to February 2017 in trammel nets in the northern Aegean Sea (eastern Mediterranean Sea), and the respective deviance residual plots. Full circle indicates a positive residual and open circle a negative residual. Bubble size proportional to the residual value.
Selectivity parameters estimates resulting from the use of four uni-modal and one bi-modal models, with the corresponding deviances, degrees of freedom, and the mesh sizes whose catch was used in estimating the selectivity parameters for the eight most abundant species fished with trammel nets from April 2016 to February 2017 in the northern Aegean Sea (eastern Mediterranean Sea).
Species | Model | Parameters | Deviance | df | D/df | Mesh sizes |
---|---|---|---|---|---|---|
Annular seabream, Diplodus annularis | Normal location | (k, σ) = (0.686, 3.366) | 166.41 | 53 | 3.14 | 16, 19, 22, 26, 30, 36 |
Normal scale | (k1, k2) = (0.743, 0.022) | 206.62 | 53 | 3.90 | ||
Log normal | (μ, σ) = (2.476, 0.211) | 162.87 | 53 | 3.07 | ||
Gamma | (α, k) = (22.533, 0.033) | 174.83 | 53 | 3.30 | ||
Bi-modal | (k1, k2, k3, k4, c) = (0.582, 0.035, 0.861, 0.167, 0.601) | 60.82 | 50 | 1.22 | ||
European hake, Merluccius merluccius | Normal location | (k, σ) = (1.463, 9.173) | 51.11 | 46 | 1.24 | 16, 19, 22, 26, 30 |
Normal scale | (k1, k2) = (1.668, 0.261) | 62.85 | 46 | 1.37 | ||
Log normal | (μ, σ) = (3.302, 0.313) | 52.15 | 46 | 1.26 | ||
Gamma | (α, k) = (10.889, 0.158) | 59.67 | 46 | 1.30 | ||
Bi-modal | (k1, k2, k3, k4, c) = (1.219, 0.123, 2.017, 0.395, 0.521) | 46.25 | 43 | 1.08 | ||
Red mullet, Mullus barbatus | Normal location | (k, σ) = (1.053, 3.446) | 105.51 | 34 | 3.10 | 16, 19, 22, 26 |
Normal scale | (k1, k2) = (1.079, 0.024) | 90.30 | 34 | 2.66 | ||
Log normal | (μ, σ) = (2.873, 0.174) | 87.19 | 34 | 2.56 | ||
Gamma | (α, k) = (38.979, 0.028) | 87.26 | 34 | 2.57 | ||
Bi-modal | (k1, k2, k3, k4, c) = (0.965, 0.092, 1.412, 0.262, 0.448) | 75.10 | 31 | 2.42 | ||
Surmullet, Mullus surmuletus | Normal location | (k, σ) = (1.036, 3.465) | 50.33 | 34 | 1.48 | 16, 19, 22, 26 |
Normal scale | (k1, k2) = (1.080, 0.030) | 59.69 | 34 | 1.76 | ||
Log normal | (μ, σ) = (2.857, 0.178) | 49.52 | 34 | 1.46 | ||
Gamma | (α, k) = (34.738, 0.032) | 52.43 | 34 | 1.54 | ||
Bi-modal | (k1, k2, k3, k4, c) = (0.833, 0.066, 1.193, 0.151, 0.425) | 31.63 | 31 | 1.02 | ||
Round sardinella, Sardinella aurita | Normal location | (k, σ) = (1.093, 2.816) | 40.10 | 14 | 2.86 | 16, 19, 22 |
Normal scale | (k1, k2) = (1.127, 0.025) | 44.12 | 14 | 3.15 | ||
Log normal | (μ, σ) = (2.896, 0.138) | 40.33 | 14 | 2.88 | ||
Gamma | (α, k) = (53.227, 0.021) | 41.54 | 14 | 2.97 | ||
Bi-modal | (k1, k2, k3, k4, c) = (1.027, 0.037, 1.252, 0.105, 0.598) | 26.94 | 11 | 2.45 | ||
Black scorpionfish, Scorpaena porcus | Normal location | (k, σ) = (0.692, 2.807) | 83.19 | 54 | 1.54 | 16, 19, 22, 26, 30 |
Normal scale | (k1, k2) = (0.726, 0.017) | 120.32 | 54 | 2.23 | ||
Log normal | (μ, σ) = (2.453, 0.193) | 94.78 | 54 | 1.76 | ||
Gamma | (α, k) = (29.045, 0.025) | 101.13 | 54 | 1.87 | ||
Bi-modal | (k1, k2, k3, k4, c) = (0.608, 0.047, 0.814, 0.142, 0.539) | 46.85 | 47 | 1.00 | ||
Blotched picarel, Spicara flexuosum | Normal location | (k, σ) = (0.919, 1.760) | 5.36 | 12 | 0.45 | 16, 19, 22 |
Normal scale | (k1, k2) = (0.934, 0.009) | 6.83 | 12 | 0.57 | ||
Log normal | (μ, σ) = (2.706, 0.106) | 4.65 | 12 | 0.39 | ||
Gamma | (α, k) = (94.074, 0.010) | 5.27 | 12 | 0.44 | ||
Bi-modal | (k1, k2, k3, k4, c) = (0.829, 0.041, 0.980, 0.082, 0.406) | 1.58 | 9 | 0.18 | ||
Greater weever, Trachinus draco | Normal location | (k, σ) = (1.270, 2.574) | 55.07 | 31 | 1.78 | 16, 19, 22, 26 |
Normal scale | (k1, k2) = (3.305, 0.068) | 56.75 | 31 | 1.83 | ||
Log normal | (μ, σ) = (3.050, 0.221) | 55.98 | 31 | 1.81 | ||
Gamma | (α, k) = (22.746, 0.059) | 56.05 | 31 | 1.81 | ||
Bi-modal | (k1, k2, k3, k4, c) = (1.222, 0.207, 1.604, 0.081, 0.569) | 54.10 | 22 | 2.46 |
Modal length and spread values, by mesh size, for the best-fit model for each of the eight most abundant species fished from April 2016 to February 2017 with trammel nets in the northern Aegean Sea (eastern Mediterranean Sea).
Species | Model | Mesh size (bar length) [mm] | Modal length | Spread |
---|---|---|---|---|
Annular seabream, Diplodus annularis | Bi-modal | 16 | 9.31 | 0.56 |
19 | 11.06 | 0.67 | ||
22 | 12.80 | 0.77 | ||
26 | 15.13 | 0.91 | ||
30 | 17.46 | 1.05 | ||
36 | 20.95 | 1.26 | ||
European hake, Merluccius merluccius | Bi-modal | 16 | 19.50 | 1.96 |
19 | 23.16 | 2.33 | ||
22 | 26.81 | 2.70 | ||
26 | 31.69 | 3.19 | ||
30 | 36.56 | 3.68 | ||
Red mullet, Mullus barbatus | Bi-modal | 16 | 15.44 | 1.47 |
19 | 18.33 | 1.74 | ||
22 | 21.22 | 2.02 | ||
26 | 25.08 | 2.38 | ||
Surmullet, Mullus surmuletus | Bi-modal | 16 | 14.14 | 1.05 |
19 | 16.79 | 1.25 | ||
22 | 19.44 | 1.44 | ||
26 | 22.97 | 1.71 | ||
Round sardinella, Sardinella aurita | Bi-modal | 16 | 16.43 | 1.07 |
19 | 19.51 | 1.27 | ||
22 | 22.59 | 1.47 | ||
Black scorpionfish, Scorpaena porcus | Bi-modal | 16 | 9.73 | 0.75 |
19 | 11.55 | 0.88 | ||
22 | 13.37 | 1.02 | ||
26 | 15.81 | 1.21 | ||
30 | 18.24 | 1.40 | ||
Blotched picarel, Spicara flexuosum | Bi-modal | 16 | 13.27 | 0.66 |
19 | 15.76 | 0.78 | ||
22 | 18.24 | 0.90 | ||
Greater weever, Trachinus draco | Bi-modal | 16 | 19.56 | 3.32 |
19 | 23.22 | 3.94 | ||
22 | 26.89 | 4.56 | ||
26 | 31.78 | 5.39 |
The presently reported study analyzed the catch rates, length frequency distributions, and size selectivity of the eight most abundant fish species caught with trammel nets in the northern Aegean Sea (black scorpionfish, Scorpaena porcus; annular seabream, Diplodus annularis; red mullet, Mullus barbatus; surmullet, Mullus surmuletus; round sardinella, Sardinella aurita; European hake, Merluccius merluccius; greater weever, Trachinus draco; and blotched picarel, Spicara flexuosum). An attempt was made to match the technical characteristics of the experimental nets as closely as possible to those used in Greek commercial fisheries in order to achieve compatibility with commercial practice. Therefore, different mesh sizes of the outer panel were used, with the ratio of the mesh sizes of the inner and outer panels corresponding to the local construction of the nets. Previous studies on trammel nets have shown that the mesh size of the outer panel generally had no significant effect on the size selectivity and catch rates of experimental trammel nets (
All species appear to have been caught in nets in more than two ways. Apart from gilling and wedging, a certain number of specimens were entangled and entrapped, but in different proportions depending on the species, as indicated by the ratios GG/MP, MG/MP (Table
The selectivity of the fishing gears should be evaluated in relation to species-specific biological parameters, such as length at first maturity (Lm) and fecundity, to ensure the stock is exploited sustainably (
Comparison of the results of the presently reported study with previous selectivity studies that deal with the same species in Mediterranean and adjacent Seas.
Species | Area | n | Length [cm] | Selectivity | Model | MS | Modal | Spread | Reference |
---|---|---|---|---|---|---|---|---|---|
Annular seabream, Diplodus annularis | N. Aegean Sea | 190 | 7.7–16.8 | SELECT | BiM | 16 | 8.82 | 0.53 |
|
(Turkey) | 18 | 9.93 | 0.6 | ||||||
20 | 11.03 | 0.66 | |||||||
22 | 12.13 | 0.73 | |||||||
Adriatic Sea | 180 | 5.5–22.0 | Sechin | UniM | 22.5 | 12.1 | NA |
|
|
Ligurian Sea | 269 | 6.5–19.0 | Sechin | UniM | 22.5 | 12.1 | NA |
|
|
Cyclades | 6.0–18.0 | SELECT | BiM | 20 | 11.0 | NA |
|
||
24 | 12.5 | NA | |||||||
28 | 15.0 | NA | |||||||
Red mullet, Mullus barbatus | Antalya Bay | 247 | 10.8–22.3 | SELECT | BiM | 20 | 17.0 | 1.14 |
|
166 | 10.8–22.3 | 22 | 18.7 | 1.25 | |||||
E. Black Sea | 541 | 7.4–22.6 | SELECT | BiM | 16 | 15.49 | 2.06 |
|
|
(Turkey) | 17 | 16.46 | 2.18 | ||||||
18 | 17.42 | 2.31 | |||||||
20 | 19.36 | 2.57 | |||||||
22 | 21.3 | 2.83 | |||||||
Finike Bay | 420 | 12.1–26.3 | HOLT | UniM | 22 | 18.58 | NA |
|
|
(Turkey) | 24 | 20.27 | NA | ||||||
26 | 21.96 | NA | |||||||
Adriatic Sea | 131 | 9.0–19.5 | Sechin | UniM | 22.5 | 16.7 | NA |
|
|
Ligurian Sea | 722 | 8.5–21.0 | Sechin | UniM | 22.5 | 16.7 | NA |
|
|
Surmullet, Mullus surmuletus | N. Aegean Sea | 411 | 11.3–27.7 | SELECT | BiM | 16 | 14.7 | 1.47 |
|
(Turkey) | 18 | 16.54 | 1.65 | ||||||
20 | 18.38 | 1.84 | |||||||
22 | 20.22 | 2.02 | |||||||
Cyclades | 8.0–36.0 | SELECT | BiM | 20 | 17.5 | NA |
|
||
24 | 21.5 | NA | |||||||
28 | 25.0 | NA | |||||||
Black scorpionfish, Scorpaena porcus | E. Black Sea | 942 | 8.4–27.9 | SELECT | BiM | 16 | 9.17 | 2.82 |
|
(Turkey) | 17 | 9.74 | 3.00 | ||||||
18 | 10.31 | 3.18 | |||||||
20 | 11.46 | 3.52 | |||||||
22 | 12.61 | 3.88 | |||||||
Cyclades | 8.0–46.0 | SELECT | BiM | 20 | 13.0 | NA |
|
||
24 | 15.0 | NA | |||||||
28 | 17.5 | NA |
The two target species, red mullet and surmullet, constitute one of the more widespread métiers in trammel net fishery in Greece. The same nets are used in the commercial fishery for both species (“barbounodicta”), deployed however in different seasons. For red mullet, the mesh size of 16 mm was the most efficient in abundance and biomass catch rates, with no specimen below the MCRS (11 mm for red mullet) and very few below the median Lm of 12.9 mm (ranges between 10.5 and 15.5 mm) in the Mediterranean Sea (
For surmullet, the higher yield was observed also at a mesh size of 16 mm with one-third of the catch being below Lm (median 15.5 mm, ranges between 11.9 mm and 17.8 mm in the Mediterranean Sea according to
According to modal length estimates, the 19 mm mesh size is clearly the more suitable trammel net mesh size for surmullet, while for red mullet the largest amount of catch was recorded at a mesh size of 16 mm. However, larger red mullet individuals of almost double the weight, and therefore of greater commercial value, were caught in the larger mesh size (19 mm), which appears to be more profitable for fishers. Given the heavy exploitation of red mullet by the bottom-trawling fleet and the high number of undersized individuals caught by trawlers, a 19 mm mesh trammel net would be considered a more sustainable métier. A minimum mesh size of 18 mm in the red mullet trammel net fishery has been previously proposed in the eastern Mediterranean Sea to promote sustainable fisheries that will ensure profits for the fishers and catch for the future (
Concerning bycatch, annular seabream is a species with a low commercial value for small individuals and slightly higher value for larger individuals that are usually sold mixed with other sparids. The higher catch rates were obtained in mesh sizes from 16 to 26 mm while the rest of the mesh sizes had negligible catch. Mesh size 16 mm was most efficient in terms of catch in numbers and 26 mm in terms of biomass. The modal length estimates are in close agreement with those previously reported in the northern Aegean Sea (
One of the main target species in gillnet, longline, and bottom-trawl fisheries (
Round sardinella and blotched picarel are both bycatch species with low commercial value. They were fished by 16, 19, and 22 mm mesh sizes and all individuals caught were above MCRS (10 cm for round sardinella, 8 cm for blotched picarel according to national legislation) and above Lm (14.7mm ranging from 11.5 to 16.8 cm for round sardinella; 10.1 cm ranging between 9.5 and 10.7 cm for blotched picarel;
The most common bycatch species in trammel nets, black scorpionfish is a low commercial value species with only the bigger individuals (˃15 cm) being marketed while the smaller ones are discarded (
Greater weever is also a bycatch species in trammel net fisheries, with no commercial value for small sizes and low commercial value for ones larger than 25 cm (
Overall, the higher yield for nearly all species was observed in the smaller mesh size of 16 mm. However, this mesh size retained specimens below size at first maturity (Lm) in most of the cases and below MCRS for some species (Table
Modifying the size selectivity of fishing gears, and thus their capture efficiency, has been widely proposed to mitigate unwanted bycatch and discards (
The authors would like to thank Antonis Anatolitis for his help during the experimental trials and the editor and reviewers for their useful comments that improved this work.
Technical parameters for the experimental trammel nets
Data type: table (Excel spreadsheet)
Results of the Kolmogorov–Smirnov test used to compare the LFDs of paired mesh sizes at the 95,0% confidence level
Data type: Statistics (Excel spreadsheet)