Journal of Fisheries Sciences.com

Similar documents
-RESEARCH ARTICLE- Length-weight relationship and condition factor of Ankara barb Capoeta angorae (Hankó, 1925) in Asi River (Hatay, Turkey)

Length-weight relationship of horse mackerel Trachurus mediterraneus Aleev, 1956 from Bulgarian Black Sea coast

Sturgeon fish and related impressing factors

Length-weight relationships of marine species caught by five gears from the Black Sea

Length-weight relationship and condition of Arnoglossus kessleri Schmidt, 1915 in Iskenderun Bay (Eastern Mediterranean, Turkey)

-RESEARCH ARTICLE- Length-Weight Relationships of Four Lessepsian Puffer Fish Specıes From Muğla. Coasts of Turkey

THE LENGTH-WEIGHT RELATIONSHIP OF LABEO ROHITA (HAMILTON-BUCHANAN)

Accepted 7 April, 2011

Length-Weight Relationship and Condition Factor of Pontic Shad, Alosa immaculata (Pisces: Clupeidae) From the Southern Black Sea

M. ŠANTIĆ, BILJANA RAĐA and ANTONELA PALADIN

Length Frequency Distribution, Length-Weight Relationship and Condition Factor of Pomadasys Jubelini (Cuvier, 1830) From Lagos Lagoon

BLACK SEA WHITING, MERLANGIUS MERLANGUS EUXINUS NORDMANN

Length-Weight and Length-Length Relationships of The Bluefish Pomatomus saltarix (Linnaeus. 1766) Population in the South Marmara Sea of Turkey

Catch per unit effort of coastal prawn trammel net fishery in Izmir Bay, Aegean Sea

The Common Problem in the Black Sea Fisheries: By-catch and Its Effects on the Fisheries Economy

OBSERVATIONS ON SOME ASPECTS OF BIOLOGY OF JOHNIUS (JOHNIEOPS) VOGLERI (BLEEKER) AND PENNAHIA MACROPHTHALMUS (BLEEKER) IN THE KAKINADA REGION

Age structure and growth of the Gurra rufa (Cyprinidae), in southern Iran

Spawning Season, First Maturity Length and Age of 21 Fish Species from the Central Aegean Sea, Turkey

The pufferfish that belongs to the

Length-weights relationships and relative weights of some demersal fish species from the Persian Gulf, Iran

Whiting (Merlangius merlangus) in divisions 7.b c and 7.e k (southern Celtic Seas and western English Channel)

AMBLYGASTER SIRM (WALBAUM) OFF THE NEGOMBO COAST

Some biological aspects of brown comber, Serranus hepatus (L.) (Pisces: Serranidae), in the Sea of Marmara, Turkey

Reproductive Biology of the Indian Oil Sardine Sardinella longiceps From Al-Seeb Waters off Oman

POPULATION CHARACTERISTICS OF THE SILVERBELLY LEIOGNATHUS BINDUS (VALENCIENNES) ALONG WEST BENGAL COAST V. SRIRAMACHANDRA MURTY*

Methodology for the stock assessments in the Mediterranean Sea 5-9 June 2017, (venue tbc)

Original Article Length-weight relationship and condition factor of seven fish species of Totkabon River (southern Caspian Sea basin), Guilan, Iran

Length-weight relationships of Vimba vimba persa in southern coasts of the Caspian Sea Guilan province- Iran

Ferhat Kalaycı 1,*, Tuncay Yeşilçiçek 1. Introduction

Length-Weight Relationship in Terapon puta (Cuvier, 1829) Collected from Karachi Fish Harbour

Bulgarian Journal of Agricultural Science, 19 (Supplement 1) 2013, Agricultural Academy

Length-Weight Relationship for Twelve Species of the Genus Salmo L., 1758 (Actinopterygii: Salmonidae) from Inland Waters of Turkey

Length-Weight Relationship and Condition Factor of Catla catla in Chhirpani Reservoir, Chhattisgarh, India

Monitoring the length structure of commercial landings of albacore tuna during the fishing year

LENGTH-WEIGHT RELATIONSHIP OF TWO SPECIES OF TRICHOGASTER (COLISA) FROM BRAHMAPUTRA BASIN OF ASSAM. Id:

Length-Weight Relationship and Seasonal Distribution of Magalaspis cordyla (Linnaeus 1758) fish Size Frequency Variation from Karachi Coast

IOTC 2015 SC18 ES06[E]

Age and Growth of Scorpion Fish (Scorpaena porcus, Linneaus 1758) from The Southeastern Black Sea (Turkey)

Length-weight relationship and condition factor of seven fish species from Shahrbijar River, Southern Caspian Sea basin, Iran

Implications of reducing Norway lobster (Nephrops norvegicus) minimum size (MLS/MCRS) in the Skagerrak and Kattegat area (IIIa).

Length-Weight and Length-Girth Relationships, Relative Weight and Relative Condition Factor of Four Commercial Fish Species of Northern Persian Gulf

New maximum length report of Chelidonichthys lucerna (Linneaus, 1758) in the Black Sea, Turkey

Size and spatial distribution of the blue shark, Prionace glauca, caught by Taiwanese large-scale. longline fishery in the North Pacific Ocean

GROWTH PARAMETERS OF THE BLACK SEA SPRAT (SPRATTUS SPRATTUS L.) DURING THE PERIOD NOVEMBER 2010 MARCH 2012 ALONG THE BULGARIAN BLACK SEA COAST

ICES advises that when the MSY approach is applied, catches in 2019 should be no more than tonnes.

Spurdog (Squalus acanthias) in the Northeast Atlantic

Pertanika J. Trop. Agric. Sci. 38 (2): (2015)

Nancy E. Kohler, Danielle Bailey, Patricia A. Turner, and Camilla McCandless SEDAR34-WP-25. Submitted: 10 June 2013

SIZE AND AGE STRUCTURE OF POPULATIONS ON THE BULGARIAN BLACK SEA SPRAT (SPRATTUS SPRATTUS L.) FOR Feriha Tserkova

BIOLOGICAL CHARACTERIZATION OF BIG EYE SCAD SELAR CRUMENOPHTHALMUS BLOCH (OSTEICHTHYES: CARANGIDAE) Original Research Article

Advice June 2014

1822) of Pumle India 1,2 Department of Life Science and Bioinformatics, Assam University, Silchar , Assam, India.

Ali Taherimirghaed, Seyedahmadreza Hashemi and Ahmadreza Hosseini. Department of Aquatics Health and Diseases, Tehran University, Iran 2

Hesam Kazemi* 1, Seyed Yousef Paighambari 1, Moslem Daliri 2, Reza Abaspour Naderi 3

BIOLOGICAL TRAITS OF A DATA DEFICIENT SPECIES IN THE ASI RIVER: BARBUS LORTETI (SAUVAGE, 1882)

Fishery, biology and stock assessment of Cynoglossus macrostomus (Norman) off Malabar coast

A Combined Recruitment Index for Demersal Juvenile Cod in NAFO Divisions 3K and 3L

Herring (Clupea harengus) in subdivisions and 32 (central Baltic Sea, excluding Gulf of Riga)

The Changes Observed in Atlantic Bonito (Sarda sarda) Populations During the Autumn-Winter Migration in the Suthern Black Sea Coast

Studies on length-weight, length-length relationships and condition factor of Capoeta aculeata in Gamasiab river, Kermanshah province, Iran

Haddock (Melanogrammus aeglefinus) in divisions 7.b k (southern Celtic Seas and English Channel)

Preliminary study on feeding habits and condition factor of Salmo trutta macrostigma (Dumeril, 1858) in Karasu River

Distribution and recruitment of demersal cod (ages 0+, 1+ and 2+) in the coastal zone, NAFO Divisions 3K and 3L

SMALL COASTAL SHARK 2007 SEDAR DATA WORKSHOP DOCUMENT

STECF EXPERT WORKING GROUP EWG 16-13

Map Showing NAFO Management Units

Population Dynamics and Management of Goldlined Seabream Rhabdosargus sarba (Sparidae) from the Oman Coast of Arabian Sea

Length-Weight relationship of Liza aurata (Risso, 1810), along the southern Caspian sea

A study on the growth of horse mackerel (Trachurus mediterraneus Aleev, 1956) from Bulgarian waters of the Black Sea using length frequency analysis

Relative Size Selectivity of Trap Nets for Eight Species of Fish'

Some biological aspects of mackerel scad (Decapterus macarellus) in Ambon Island waters, Indonesia

DISCARDS IN MEDITERRANEAN SEA Problems and questions.

Abstract. The aim of this study was to determine the size and age compositions, growth

Fishing down the marine food webs in the Hellenic seas

First occurrence of Serranus hepatus in the Bulgarian Black Sea coast

ASMFC Stock Assessment Overview: Red Drum

Advice October 2012

A REVIEW AND EVALUATION OF NATURAL MORTALITY FOR THE ASSESSMENT AND MANAGEMENT OF YELLOWFIN TUNA IN THE EASTERN PACIFIC OCEAN

Whiting (Merlangius merlangus) in Division 6.a (West of Scotland)

STUDY PERFORMANCE REPORT

Journal of Coastal Development ISSN : SELECTIVITY OF Decapterus macarelus (SCAD) DRIFT GILLNET IN KAYELI BAY MALUKU BY KITAHARA S METHOD

SHRIMP OF THE ESTUARY AND GULF OF ST. LAWRENCE IN 2004

ICES Advice on fishing opportunities, catch, and effort Celtic Seas and Greater North Sea ecoregions Published 30 June 2016

MORPHOMETRIC RELATIONSHIPS OF FATTENING BLUEFIN TUNA (THUNNUS THYNNUS) CAUGHT IN THE CENTRAL MEDITERRANEAN IN 2013 AND 2014

West Coast Rock Lobster. Description of sector. History of the fishery: Catch history

LONG-TERM CHANGES IN THE SPECIES COMPOSITION OF THE LANDINGS BY SUBAREA AND GEAR IN GREEK FISHERIES,

Serial No. N6173 NAFO SCR Doc. 13/020 SCIENTIFIC COUNCIL MEETING JUNE 2013

Housekeeping. WF4133 Fisheries Science. Housekeeping. Housekeeping. Housekeeping 2/19/2018. Now is the time to be looking for summer jobs!

5. purse seines 3 000

Ansuman Panda and Mrinal Kanti Datta

MORPHOLOGY, GROWTH AND REPRODUCTION OF THE NON-INDIGENOUS TOPMOUTH GUDGEON PSEUDORASBORA PARVA

ICES Advice on fishing opportunities, catch, and effort Celtic Seas and Greater North Sea Ecoregions Published 24 October 2017

Age and growth, mortality and stock assessment of Euthynnus affinis (Cantor) from Maharashtra waters

3.4.3 Advice June Barents Sea and Norwegian Sea Cod in Subareas I and II (Norwegian coastal waters cod)

Striped red mullet (Mullus surmuletus) in Subarea 4 and divisions 7.d and 3.a (North Sea, eastern English Channel, Skagerrak and Kattegat)

Preliminary results of SEPODYM application to albacore. in the Pacific Ocean. Patrick Lehodey

Advice October 2014 Version 2, December-2014

Please note: The present advice replaces the advice given in June 2017 for catches in 2018.

STECF EXPERT WORKING GROUP EWG 15-12, including a preliminary meeting on data preparation

Stock Annex: template

Transcription:

9(1): 019-023 (2015) Journal of Fisheries Sciences.com E-ISSN 1307-234X Research Article 2015 www.fisheriessciences.com ORIGINAL ARTICLE Length-Weight Relationships of 10 Fish Species from the Southern Black Sea, Turkey Tuncay Yeşilçiçek*, Ferhat Kalayci, Cemalettin Şahin Recep Tayyip Erdoğan University, Faculty of Fisheries, 53100, Rize, Turkey Received: 24.11.2014 / Accepted: 03.01.2015 / Published online: 07.01.2015 Abstract: In this study, the length-weight relationships of 10 fish species collected with gill and trammel nets during June 2010 and June 2011 from the Eastern Black Sea coasts of Turkey, were investigated. The b values of the length-weight relationships for 10 fish species ranged from 2.549 to 3.301 with a mean value of 3.070 ± 0.039 (S.E.). Five, four and one species showed isometric, positive allometric and negative allometric growth, respectively. The differences in b values of male and female of Engraulis encrasicolus, Merlangius merlangus, Mullus barbatus, Scorpaena porcus, Solea solea, Spicara maena and Uranoscopus scaber were significant. (ANCOVA, P < 0.05). Keywords: Length-weight relationship, fish species, growth type, Southern Black Sea. * Correspondence to: Yeşilçiçek T, Recep Tayyip Erdoğan University, Faculty of Fisheries, 53100, Rize, Turkey E-mail: tuncay_yesilcicek@hotmail.com 19

Introduction Length-weight data are widely used to gather information on biology of fishes. In general, this and other different kind of analysis have become one of the standard methods used in fisheries biology (Le Cren, 1951; Kohler et al., 1995). These data are necessary in estimation of the growth rates, age and length composition of fish populations (Kohler et al., 1995). In fish, size is generally more biologically relevant than age, mainly because several ecological and physiological factors are more size-dependent than age. Consequently, variability in size has important implications in diverse aspects of fisheries science and population dynamics (Erzini, 1994). A length- weight relationship (LWR) presents useful information for understanding the relative condition of fish stocks. In addition, LWR is used in various important applications for evaluation of fish stocks (Ricker, 1968; Pauly, 1993; Garcia et al., 1998; Haimovici and Velasco, 2000). Some of these applications include assessment of available fish Species Alosa fallax pontica Engraulis encrasicolus Merlangius merlangus Mullus barbatus stock and comparison of fish populations existing in different regions (Petrakis and Stergiou, 1995). Furthermore, length-weight (L-W) relationships have special importance in fisheries research because they (a) are used to convert growth-in-length equations to growth-in-weight in stock assessment models, (b) allow the estimation of the biomass of a species from length frequency distributions, (c) the condition of fish; and (d) are useful for between region comparisons of life histories of a certain species (Gonçalves et al., 1997; Binohlan and Pauly, 2000). The aim of this study is to determine the length-weight relationships of 10 fish species, most of which are demersal species caught by gill and trammel nets in the Eastern Black Sea of Turkey. The reported results may contribute to management of fisheries resources in the area. Materials and Methods Samples were collected from the monthly fishing trials performed between June 2010 and June 2011 in the Eastern Black Table 1. Descriptive statistics and estimated parameters of length-weight relationship of 10 fish species caught by gillnet and trammel nets in the Eastern Black Sea, Turkey. Ophidion barbatum Parablennius gattorugine Scorpaena porcus Solea solea Spicara maena Uranoscopus scaber Length and weight Parameters of the relationship characteristics Growth Sex N Length (cm) Weight (g) (t-test) a b S.E. (b) r min-max min-max p M 17 16.1-22.7 26.57-77.52 0.0032 3.279 0.228 0.933 Allometric + ns F 23 16.2-23.5 31.57-104.72 0.0056 3.092 0.125 0.967 Isometric All 42 16.1-23.5 26.57-104.72 0.0046 3.163 0.107 0.958 Isometric All 19 6.2-13.5 1.72-13.64 0.0182 2.549 0.102 0.974 Allometric - * M 1314 8.0-23.6 4.08-111.54 0.0042 3.226 0.021 0.946 Allometric + * F 1331 7.6-24.2 3.33-106.91 0.0049 3.168 0.020 0.949 Allometric + All 2705 7.6-24.2 3.33-111.54 0.0046 3.195 0.014 0.947 Allometric + M 212 9.4-19.8 8.49-66.21 0.0090 2.993 0.073 0.889 Isometric * F 433 11.1-21.4 12.41-96.22 0.0064 3.134 0.043 0.924 Allometric + All 672 7.4-22.6 2.68-102.50 0.0066 3.119 0.034 0.925 Allometric + M 14 16.9-22.2 24.70-55.83 0.0141 2.648 0.196 0.938 Isometric ns F 19 18.0-21.4 29.20-50.52 0.0047 3.026 0.257 0.891 Isometric All 34 16.9-22.2 24.70-55.83 0.0096 2.777 0.146 0.918 Isometric All 11 12.6-16.8 26.80-60.78 0.0125 3.021 0.224 0.953 Isometric ns M 458 9.1-22.8 12.92-280.03 0.0112 3.214 0.040 0.935 Allometric + * F 345 8.2-27.9 11.69-470.00 0.0119 3.215 0.031 0.969 Allometric + All 943 8.2-27.9 9.19-470.00 0.0091 3.301 0.021 0.962 Allometric + M 117 11.7-19.0 14.44-60.31 0.0105 2.909 0.118 0.840 Isometric * F 183 12.2-22.2 13.25-104.71 0.0055 3.154 0.073 0.913 Allometric + All 309 11.7-22.2 13.25-104.71 0.0062 3.111 0.059 0.901 Isometric All 12 12.1-19.4 4.34-77.52 0.0124 2.942 0.185 0.962 Isometric * M 244 9.1-20.8 10.81-147.85 0.0143 3.053 0.057 0.921 Isometric * F 271 7.3-25.5 6.03-326.66 0.0097 3.206 0.036 0.967 Allometric + All 606 6.9-25.5 5.46-326.66 0.0103 3.176 0.024 0.967 Allometric + * = Significant (P < 0.05), ns = not significant (P > 0.05); F = Female; M = Male N = number of samples; min = minimum, max = maximum; a and b are the parameters of relationship; S.E. = standard error; r 2 = coefficient of determination 20

Sea coasts of Turkey. Fish specimens were collected using gill and trammel nets at depths ranging from 8 m to 95 m. The length of gill and trammel nets consisting of five different mesh sizes (16, 17, 18, 20, 22 mm bar length) were 639 m and 590 m, respectively. The total length (TL) and weight (W) of each fish were measured to the nearest 0.1 cm and 0.01 g, respectively. The relationships between length and weight is expressed by W = a L b, which was converted to linear form as lnw = lna + b lnl, where W is total body weight (g), L is the total length (cm), a = intercept and b = slope regression coefficients (Ricker, 1973; King, 2007). When b values equal to 3, less than and higher than 3, then fish species in questions is said to show isometric, negative allometric and positive allometric growth, respectively. (Bagenal and Tesch, 1978; Santos et al., 2002). The b value for each species was tested with a t-test at the 0.05 level of significance to verify whether it was significantly different from the predicted values for isometric growth (Morey et al., 2003). For this test, the following equation was used (Sokal and Rohlf, 1987); t s = (b - 3) / s b, Where t s is the value of t test, b is the slope and s b is the standard error of b. Analysis of covariance (ANCOVA) was used to determine whether there was significant difference in slopes between sexes (Zar, 1999). Results and Discussion A total of 5353 individuals belonging to 10 fish species sampled during in the study. The sample size ranged from 11 individuals for Parablennius gattorugine to 2705 for Merlangius merlangus euxinus. Table 1 presents the sample sizes, the minimum and maximum L-W values, the coefficients of determination (r 2 ), regression coefficients and the growth types of each species. In order to compare the results of the present study with those of other length-weight relationship studies in different areas were presented in Table 2. The length-weight relationship parameter, b value, generally ranges between 2 and 4 (Bagenal and Tesch, 1978), often close to 3 (Jobling, 2002). The b values ranged from 2.549 for E. encrasicolus to 3.301 for S. porcus with mean value of 3.070 ± 0.039 (S.E.). The coefficient of determination (r 2 ) value Table 2: Some study results of length-weight relationship for the fish species in different areas. Species Length (cm) min-max a b Location References 11.6-31.6 0.0021 3.390 Middle Black Sea Samsun, 1995 A. fallax pontica 17.6-24.6 0.0102 2.926 N. Aegean Sea Karakulak et al., 2006 11.9-27.6 0.0046 3.124 Middle Black Sea Kalaycı et al., 2007 6.0-15.0 0.0076 2.919 Middle Black Sea Samsun et al., 2004 E. encrasicolus 8.0-14.7 0.0174 2.601 Middle Black Sea Kalaycı et al., 2007 10.3-15.7 0.0240 2.507 Black Sea Yankova et al., 2011 9.0-24.0 0.0039 3.240 Middle Black Sea İşmen, 2002 M. merlangus 5.0-40.0 0.0052 3.140 Middle Black Sea Kalaycı et al., 2007 5.5-22.5 0.0040 3.151 East Black Sea Ak et al., 2009 10.6-24.5 0.0120 2.836 Sea of Marmara Demirel and Dalkara, 2012 12.5-22.3 0.0049 3.273 N. Aegean Sea Karakulak et al., 2006 M. barbatus 6.6-18.4 0.0111 2.963 Middle Black Sea Kalaycı et al., 2007 6.8-14.6 0.0051 3.240 S. Black Sea Demirhan and Can, 2007 6.1-21.9 0.0070 3.139 East Black Sea Ak et al., 2009 10.1-24.0 0.0027 3.183 N. Aegean Sea Lamprakis et al., 2003 O. barbatum 19.7-25.4 0.0762 2.081 N. Aegean Sea Karakulak et al., 2006 7.3-17.7 0.0029 3.240 Marmara region Ozen et al., 2009 P. gattorugine 5.2-16.1 0.0084 3.241 N. Aegean Sea Koutrakis and Tsikliras, 2003 3.2-11.8 0.0217 3.010 Eastern Ionian Sea Liousia et al., 2012 8.5-29.2 0.0173 3.034 Middle Black Sea Kalaycı et al., 2007 S. porcus 5.0-34.2 0.0090 3.272 East Black Sea Ak et al., 2009 7.5-27.2 0.2090 2.987 Aegean Sea Akalın et al., 2011 S. solea 6.9-16.0 0.0043 3.171 Sea of Marmara Bok et al., 2011 15.0-45.0 0.1130 2.960 France C. coasts Crec hriou et al., 2012 20.0-33.2 0.0060 3.055 Sea of Marmara Demirel and Dalkara, 2012 11.0-22.0 0.0028 3.505 N. Aegean Sea Karakulak et al., 2006 7.5-20.0 0.0110 3.020 Aegean Sea Soykan et al., 2010 10.4-18.0 0.0100 3.025 Sea of Marmara Demirel and Dalkara, 2012 5.3-21.8 0.0150 3.050 S. Black Sea Demirhan and Can, 2007 1.8-56.4 0.0080 3.226 East Black Sea Ak et al., 2009 10.7-24.6 0.0109 3.154 Sea of Marmara Bok et al., 2011 21

was calculated 0.901 for S. solea and 0.974 for E. encrasicolus with mean value of 0.935 ± 0,007 (S.E.). Five, four and one species showed isometric, positive allometric and negative allometric growth, respectively. Analysis of covariance (ANCOVA) showed that the differences in slopes(b values) between the sexes for E. encrasicolus, M. merlangus, M. barbatus, S. porcus, S. solea, S. maena and U. scaber were significant (P < 0.05). The length-weight relationship varies among species according to genetically body shape and to the condition of individuals of a fish species. The condition sometimes reflects the presence of nutrients and the growth before in the sampling week, but condition is variable and dynamic. Individuals within the same sampling considerably vary, however, the average condition of individuals in each population differs according to years and seasons. For some species, sex and gonad development are important variables (Schneider et al., 2000). Also, many factors such as habitat, diet, locality, and stomach fullness are the other important variables that affect the length weight relationship in fishes (Esmaeili and Ebrahimi, 2006). Acknowledgements This study was supported by the Scientific Research Fund of Recep Tayyip Erdoğan University (RTEUSRF) with project number 2010. 103.03.1. We are grateful to Yusuf Ceylan and boat owner for all of their cooperation and help during the data collection. References Ak, O., Kutlu, S., Aydın, İ., (2009). Length-Weight Relationship for 16 Fish Species From the Eastern Black Sea, Türkiye, Turkish Journal of Fisheries and Aquatic Sciences, 9: 125-126. Akalın, S., İlhan, D., Ünlüoğlu, A., Tosunoğlu, Z., Özaydın, O., (2011). Length-weight relationship and metricmeristic characteristics of two scorpion fishes (Scorpaena notata and Scorpaena porcus) in İzmir Bay. Journal of FisheriesSciences.com., 5: 291-299. doi: 10.3153/jfscom.2011033 Bagenal, T.B. and Tesch, F.W., (1978). Age and growth. In: Bagenal T.B.( Ed.), Methods for Assessment of Fish in Freshwaters. 3rd Edition. Oxford, UK: Wiley-Blackwell, p. 101 136. Binohlan, C. and Pauly, D., (2000). The lengthweight table. In Fishbase, Froese R and Pauly D, (Eds). Concepts, design and data sources. Manila, Philippines: ICLARM, p. 131 134. Bok, T. D., Gokturk, D., Kahraman, A. E., Alicli, T. Z., Acun, T. and Ateş, C., (2011). Length-Weight Relationships of 34 Fish Species from the Sea of Marmara, Turkey, Journal of Animal and Veterinary Advances,10: 3037-3042. doi: 10.3923/javaa.2011.3037.3042 Crec'hriou, R., Neveu, R. and Lenfant, P., (2012). Length weight relationship of main commercial fishes from the French Catalan coast. Journal of Applied Ichthyology, 28: 861 862. doi: 10.1111/j.1439-0426.2012.02030.x Demirel, N. and Dalkara, E. M., (2012). Weight length relationships of 28 fish species in the Sea of Marmara. Turkish Journal of Zoology, 36: 785-791. doi: 10.3906/zoo-1111-29 Demirhan, S. A., Can, M. F., (2007). Length weight relationships for seven fish species from the southeastern Black Sea. Journal of Applied Ichthyology, 23: 282 283. doi: 10.1111/j.1439-0426.2007.00835.x Erzini, K. 1994. An empirical study of variability in length-at-age of marine fishes, Journal of Applied Ichthyology, 10: 17 41. doi: 10.1111/j.1439-0426.1994.tb00140 Esmaeili, H. R. and Ebrahimi, M., (2006). Length weight relationships of some freshwater fishes of Iran. Journal of Applied Ichthyology, 22: 328 329. doi: 10.1111/j.1439-0426.2006.00653.x Garcia, C. B., Duarte, J. O., N, Sandoval., Schiller, D. V., Melo, G., Navajas, P., (1998). Length weight relationships of demersal fishes from the Gulf of Salamanca, Colombia, Naga, the ICLARM Quarterly, 21: 30 32. Gonçalves, J. M. S., Bentes, L., Lino, P. G., Ribeiro, J., Canario, A. V. M. and Erzini, K., (1997). Weight-length relationships for selected fish species of the small-scale demersal fisheries of the south and south-west coast of Portugal, Fisheries Research, 30: 253-256. doi: 10.1016/S0165-7836(96)00569-3 Haimovici, M. and Velasco, G., (2000). Length-weight relationships of marine fishes from southern Brazil, Naga, the ICLARM Quarterly, 23: 19-23. Işmen, A., (2002). A preliminary study on the population dynamics parameters of whiting (Merlangius merlangus euxinus) in Turkish Black Sea coast waters, Turkish Journal of Zoology, 26: 157-166. Jobling, M., (2002). Environmental Factors and Rates of Development and Growth. In: Hart PJB, Reynolds JD, (Eds). Handbook of Fish Biology and Fisheries, Vol:1 Fish Biology, Blackwell Science Ltd, p. 97-122. Kalaycı, F., Samsun, N., Bilgin, S., Samsun, O., (2007). Length- Weight Relationship of 10 Fish Species Caught by Bottom Trawl and Midwater Trawl from the Middle Black Sea, Turkey, Turkish Journal of Fisheries and Aquatic Sciences,7: 33-36. Karakulak, F. S., Erk, H., Bilgin, B., (2006). Length-weight relationships for 47coastal fish species from the Northern Aegean Sea, (Turkey), Journal of Applied Ichthyology, 22: 274-278. doi: 10.1111/j.1439-0426.2006.00736.x 22

King, M., (2007). Fisheries Biology, assessment and management. 2nd edition., Wiley-Blackwell Scientific Publications, Oxford, 400 pp. Kohler, N., Casey, J. and Turner, P., (1995). Length-weight relationships for 13 species of sharks from the western north Atlantic, Fishery Bulletin, 93(2): 412-418. Koutrakis, E. T. and Tsikliras, A. C., (2003). Length weight relationships of fishes from three northern Aegean estuarine systems (Greece), Journal of Applied Ichthyology, 19: 258 260. doi: 10.1046/j.1439-0426.2003.00456.x Lamprakis, M. K., Kallianiotis, A. A., Montopoulos, D. K., Stergion, K. I., (2003). Weight length relationships of Fishes discarded by trawlers in the North Aegean Sea, Acta Ichthyologica Et Piscatoria, 33: 145-152. Le Cren, E. D.. (1951). The length-weight relationship and seasonal cycle in gonad weight and condition in the perch (Perca fluviatilis). Journal of Animal Ecology, 20: 201-209. Liousia, V., Batziakas, S., Panagiotou, N., Daouti, I., Koutrakis, E., Leonardos, I. D., (2012). Length weight relations of 22 fish species from the littoral zone of the Eastern Ionian Sea, Greece, Acta Ichthyologica Et Piscatoria, 42: 69 72. doi: 10.3750/AIP2011.42.1.09 Morey, G., Morantai, J., Massut, E., Grau, A., Linde, M., Riera, F., Morales, N. B., (2003). Weight-length relationships of littoral to lower slope fishes from the western Mediterranean, Fisheries Research, 62: 89 96. doi: 10.1016/S0165-7836(02)00250-3 Ozen, O., Ayyildiz, H., Oztekin, A. and Altin, A., (2009). Length weight relationships of 17 less-studied fish species from Çanakkale, Marmara region of Turkey. Journal of Applied Ichthyology, 25: 238 239. doi: 10.1111/j.1439-0426.2009.01235.x Pauly, D., (1993). Fishbyte Section Editorial. Naga, the ICLARM Quarterly, 16: 26. Petrakis, G. and Stergiou, K. I., (1995). Weight-length relationships for 33 fish species in Greek waters. Fisheries Research, 21:4 65 469. doi: 10.1016/0165-7836(94)00294-7 Ricker, W. E., (1968). Methods for assessment of fish production in freshwaters. International Biological Programme No.3, Blackwell Scientific Publications, London. 313 p. Ricker, W. E., (1973). Linear regressions in fishery research. Journal of the Fisheries Research Board of Canada, 30(3): 409 434. Santos, M. N., Gaspar, M. B., Vasconcelos, P., Monteiro, C. C., (2002). Weight-length relationships for 50 selected fish species of the Algarve (southern Portugal), Fisheries Research, 59: 289 295. doi: 10.1016/s0165-7836(01)00401-5 Samsun, O., (1995). The weight-length relationship of the shads (Alosa pontica Eichw., 1938) in the mid of the Turkish Black Sea. E.Ü Su Ürünleri Dergisi, 12: 15-21. Samsun, O., Samsun, N. and Karamollaoğlu, A., (2004). Age, growth and mortality rates of the European anchovy (Engraulis encrasicolus Linnaeus, 1758) off the Turkish Black Sea coast. Turkish Journal of Veterinary and Animal Sciences, 28: 901-910. Schneider, J. C, Laarman, P. W. and Gowing, H., (2000). Lengthweight relationships. In: Schneider JC, (Ed). Manual of fisheries survey methods II: with periodic updates. Michigan Department of Natural Resources, Fisheries Special Report 25, Ann Arbor. Sokal, R. R., Rohlf, F. J,. (1987). Introduction to Biostatistics. 2nd Edition. New York, USA: Freeman. Soykan, O., İlkyaz, A. T., Metin, G., Kınacıgil, H. T., (2010). Growth and reproduction of blotched picarel (Spicara maena Linnaeus, 1758) in the central Aegean Sea, Turkey, Turkish Journal of Zoology, 34: 453-459. doi: 10.3906/zoo-0903-29 Yankova, M., Pavlov, D., Raykov, V., Mihneva, V., Radu, G., (2011). Length-weight relationships of ten fish species from the Bulgarian Black Sea waters. Turkish Journal of Zoology, 35: 265-270. doi:10.3906/zoo-0912-44 Zar, J. H., (1999). Biostatistical Analysis. 4th edition. Englewood Cliffs, New Jersey: Prentice Hall. 23