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Çanakkale Boğazı’ndaki Eriphia verrucosa (Forskål, 1775)’nın (pavurya yengeci) boy-ağırlık ilişkisi

Year 2018, Volume: 35 Issue: 4, 475 - 481, 15.12.2018

Uğur Özekinci , Deniz Acarlı

https://doi.org/10.12714/egejfas.2018.35.4.14
Cited By: 1

Abstract



Bu çalışma, Çanakkale Boğazı’nda Eriphia
verrucosa (Forskål, 1775)’nın (pavurya yengeci) boy-ağırlık ilişkisinin
belirlenmesi amacıyla Nisan 2016 - Mart 2017 tarihleri arasında
gerçekleştirilmiştir. Çalışmada, aylık olarak serbest dalış yöntemi ile 239
adet dişi (%39,97) ve 359 adet erkek (%60,03) olmak üzere toplam 598 adet birey
örneklenmiştir. Bireylerin karapaks genişliği (CW) tüm, erkek ve dişi bireyler
için sırasıyla; CWort. 55,03±0,52mm, 56,55±0,75mm ve 52,76±0,63mm
olarak hesaplanmıştır. Bireylerin ortalama ağırlıkları (W) ise erkek ve dişiler
için sırası ile 90,48±03,37g ve 62,44±02,16g olarak ölçülmüştür. Pavurya
yengeçlerinin CW-W ilişkisi, tüm bireyler için W=0,0003CW3,1083
(R²=0,9158), erkekler için W=0,0002 CW3,163 (R²=0,9223) ve dişiler
için W=0,0001CW2,6995 (R²=0,8427) olarak hesaplanmıştır. Hesaplanan
b değerine göre tüm ve erkek bireyde pozitif allometri, dişi bireylerde ise
negatif allometri tespit edilmiştir.



Keywords

Eriphia verrucosa boy-ağırlık ilişkisi abdomen bölgesi Çanakkale Boğazı

References

  • Altinelataman, C. & Dinçer, T. (2007). Proximate composition and the freshness quality in refrigerator storage of the Warty Crab (Eriphia verrucosa, Forskål, 1775) meat. Arch Lebensmittelhyg, 58, 132-135. DOI: 10.2377/0003-925X-58-132
  • Andrade, L.S., Goes, J.M., Fransozo, V., Alves, D.F.R., Teixeira, G.M. & Fransozo, A. (2014). Differential habitat use by demographic groups of the redfinger rubble crab Eriphia gonagra (Fabricius, 1781). Brazilian Journal of Biology,, 74, 597-606. DOI: 10.1590/bjb.2014.0090
  • Aydın, M., Karadurmuş, U. & Mutlu, C. (2013). Orta ve Doğu Karadeniz’deki (Türkiye) Yengeç Türleri. Karadeniz Fen Bilimleri Dergisi / The Black Sea Journal of Sciences, 3, 1-16.
  • Baeta, A., Cabral, H., Marques, J. & Pardal, M. (2006). Feeding ecology of the green crab, Carcinus maenas (L., 1758) in a temperate estuary, Portugal. Crustaceana, 79, 1181-1193. DOI: 10.1163/156854006778859506
  • Bagenal, T.B. & Tesch, F.W. (1978). Age and growth. In: T. Bagenal (Ed.), Methods for assessment of fish production in fresh waters, 3rd edition, IBP Handbook No. 3. Blackwell Scientific Publications, Oxford:101–136.
  • Bakır, A.K., Katagan, T., Aker, H.V., Özcan, T., Sezgin, M., Ateş, A.S., Koçak, C. & Kırkım, F. (2014). The marine arthropods of Turkey. Turkish Journal of Zoology, 38, 765-831. DOI: 10.3906/zoo-1405-48
  • Balık, S., Ustaoğlu, M.R., Sarı, H.M. & Berber, S. (2005). Demirköprü baraj gölünde yaşayan tatlısu istakozunun (Astacus leptodactylus Eschscholtz, 1823) bazı üreme özellikleri. Ege Journal of Fisheries and Aquatic Sciences, 3, 245-249.
  • Bilgin, S. & Çelik, E.Ş. (2004). Karadeniz’in Sinop kıyıları (Türkiye) yengeçleri. F. Ü. Fen ve Mühendislik Bilimleri Dergisi 16, 337-345.
  • Bolger, T. & Connolly, P.L. (1989). The selection of suitable indices for the measurement and analysis of fish condition. J. Fish Biol. 34, 171-182. DOI: 10.1111/j.1095-8649.1989.tb03300.x
  • Çelik, S. (2015). Sinop bölgesi’nde Pavurya (Eriphia verrucosa Forskal, 1775)'nın bazı biyolojik parametrelerinin araştırılması. Fen Bilimleri Enstitüsü, Su Ürünleri Avlama ve İşleme Teknolojisi Anabilim Dalı. Y.LisansTezi. Sinop Üniv. 65s.
  • Demir, M., (1952). Benthic invertebrate animals from the coasts of the Bosphorus and the Islands. İstanbul University Hydrobiology Institute Publications, Pp: 1-615.
  • Demirbaş, A., Eyüboğlu, B., Baki, B. & Sarıipek, M. (2013). Eriphia verrucosa (Forsskal, 1775) Yengecinin Üreme Dönemi Biyokimyasal Özelliklerinin Belirlenmesi. Yunus Araştırma Bülteni. 4, 15-19.
  • Diaz, L.S., Roa, A., Garcia, C.B., Acero, A. & Navas, G. (2000). Length-weight relationships of demersal fishes from the upper continental slope off Colombia. Naga, the ICLARM Quarterly, 23(3), 23-25.
  • Doğan, A., Dağlı, E., Özcan, T., Bakır, K., Ergen, Z., Önen, M. & Katağan, T. (2007). Commercially important invertebrates inhabiting the Turkish seas. Turkish Journal of Aquatic Life, 3-5, 36-44.
  • Erkan, M., Balkıs, H., Kurun, A., & Tunalı, Y. (2008). Seasonal variations in the ovary and testis of Eriphia verrucosa (Forskal, 1775) from Karaburun, SW Black Sea. Pakistan Journal of Zoology. 40, 217-221.
  • Erkan, M., Tunalı, Y., Ekici, S. & Kara, S. (2010). Histology of the androgenic gland in Eriphia verrucosa (Forskål, 1775) (Decapoda, Brachyura). Turk. J. Zool., 34, 79-84. DOI: 10.3906/zoo-0808-24
  • Flores, A.A.V. & Paula, J. (2001). Intertidal distribution and species composition of brachyuran crabs at two rocky shores in Central Portugal. Hydrobiologia. 449, 171-177. DOI: 10.1023/A:1017573927565
  • Froese, R., (2006). Cube law, condition factor and weight–length relationships: history, meta-analysis and recommendations. Journal of Applied Ichthyology, 22(4), 241-253. DOI:10.1111/j.1439-0426.2006.00805.x
  • Forskal, P. (1775). Descriptiones animalium avium, amphibiorum, piscium, insectorum, vermium; quæ in itinere orientali observavit Petrus Forskål. 1, Post mortem auctoris edidit Carsten Niebuhr. Adjuncta est materia medica Kahirina atque tabula maris rubri geographica, 1(20): 1-164.
  • Holthuis, L.B. (1961). Report on a collection of Crustacea Decapoda and Stomatopoda from Turkey and the Balkans. Zoologische Verhandelingen, Leiden, 47, 1-67.
  • Holthuis, L.B. & Gottlies, E., (1958). An annotated list of Decapod Crustacea of the Mediterranean Coast of Israel, with an appendix listing the Decapoda of the Eastern Mediterranean. 7B, Pp: 1-126 pp.
  • Karadurmuş, U. & Aydın, M. (2016). An investigation on some biological and reproduction characteristics of Eriphia verrucosa (Forskål, 1775) in the South Black Sea (Turkey). Turk J Zool. 40, 461-470. DOI:10.3906/zoo-1511-4
  • Kaya, Y., Turan, H. & Erdem, M.E. (2009). Determination of nutritional quality of warty crab (Eriphia verrucosa Forskål, 1775). Journal of Animal and Veterinary Advances. 8, 120-124.
  • Koukouras, A. (2010). Check-list of marine species from Greece. Aristotle University of Thessaloniki. Assembled in the framework of the EU FP7 PESI project. In WoRMS.
  • Mater, S. & Kocataş, A. (1967). İzmir Körfezi Brachyura'sı hakkında bir ön çalışma. E.Ü. Fen Fak. İlmi Rap. Ser., 38, 1-16. Micu, D. & Todorova, V. (2007). Biodiversity of the Western Black Sea. Marine Biodiversity and Ecosystem Functioning, MarBEF Newsletter. 7, 26-29.
  • Micu, S. & Abaza, V. (2004). Changes in biodiversity of Decapods (Decapoda, Crustacea) from Romanian Black Sea Coast. Analele Științifice ale Universității ‘‘Al. I. Cuza”Iași,s. Biologie animală, Tom LVI. 17-26.
  • Öztürk, B., Oral, M., Topaloğlu, B., Bat, L., Okudan Arslan, E.Ş., Özgür Özbek, E., Sezgin, M., Tonay, A.M., Amaha Öztürk, A., İsfendiyaroğlu, S. & Uysal, İ. (2013). Red Data Book Black Sea, Turkey. Published by Turkish Research Foundation (TUDAV), Istanbul, TURKEY. Publication number 38, 323s.
  • Paula, J. (1987). Seasonal distribution of Crustacea Decapoda larvae in S. Torpes bay, South-western Portugal. Inv. Pesq. 51(1): 267-275.
  • Pauly, D., (1984). Fish Population Dynamics in Tropical Waters. A manual for use with Programmable Calculators. ICLARM Contribution, 143; 325.
  • Peter, K.L.N., Guinot, D. & Davie, P.J.F. (2007). Systema Brachyurorum: Part 1. An Annotated checklist of extant Brachyuran crabs of the world, The Raffles Bulletin of Zoology. 17, 1-286.
  • Petrakis, G. & Stergiou, K.I. (1995). Weight-length relationships for 33 fish species in Greek waters. Fish. Res. 21: 465-469 DOI: 10.1016/0165-7836(94)00294-7
  • Reid, D.G., Abelló, P., Kaiser, M.J. & Warman, C.G. (1997). Carapace Colour, Inter-moult Duration and the Behavioural and Physiological Ecology of the Shore Crab Carcinus maenas. Estuarine, Coastal and Shelf Science, 44, 203-211. DOI: 10.1006/ecss.1996.0212
  • Reynolds, W.W. & Reynolds, L.J. (1977). Zoogeography and the predator-prey ‘arms race:’ A comparison of eriphia and nerita species from three faunal regions. Hydrobiologia, 56, 63-67. DOI: 10.1007/BF00023286
  • Ricker, W.E. (1975). Computation and interpretation of Biological statistics of fish populations. Bulletin of the Fisheries Research Board of Canada. No 191, Ottawa.
  • Rossi, A.C. & Parisi, V. (1973). Experimental Studies of Predation by the CRAB Eriphia Verrucosa on Both Snail and Hermit CRAB Occupants of Conspecific Gastropod Shells. Bolletino di zoologia, 40, 117-135. DOI: 10.1080/11250007309430063
  • Silva, A.C., Silva, I.C., Hawkins, S.J., Boaventura, D.M. & Thompson, R.C. (2010). Cheliped morphological variation of the intertidal crab Eriphia verrucosa across shores of differing exposure to wave action. Journal of Experimental Marine Biology and Ecology, 391, 84-91. DOI: 10.1016/j.jembe.2010.06.012
  • Teaca, A., Begun, T., Surugiu, V. & Gomoiu, M.T. (2010). Changes in the structure of the rocky mussels littoral biocoenosis from the Romanian Black Sea Coast. Analele Științifice ale Universității ‘‘Al. I. Cuza” Iași, s. Biologie animală, Tom LVI.
  • Ulaş, A. & Aydın, C. (2011). Length-Weight Relationships of Eriphia verrucosa Forskal (1775) from the Aegean Sea (Linnaeus, 1758). Journal of Animal and Veterinary Advances. 10, 1061-1062. DOI: 10.3923/javaa.2011.1061.1062
  • 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

Length-weight relationship of Eriphia verrucosa (Forskål, 1775) (warty crab) in Çanakkale Strait

Year 2018, Volume: 35 Issue: 4, 475 - 481, 15.12.2018

Uğur Özekinci , Deniz Acarlı

https://doi.org/10.12714/egejfas.2018.35.4.14
Cited By: 1

Abstract



This study was carried out between April 2016 and March 2017 in order to determine length-weight relationship of Eriphia verrucosa (Forskål, 1775) in Çanakkale Strait. In the study, 598 individuals were sampled by using skin diving techniques as 239 female (39.97%) and 359 male (60.03%). The carapace width (CW) of the all individuals, males and females was calculated as 55.03±0.52mm, 56.55±0.75mm and 52.76 ± 0.63mm, respectively. The mean weights of the individuals (W) were measured as 90.48 ± 03.37g and 62.44 ± 02.16g respectively for male and female. Relationship between CW and W of warty crab individuals were expressed as W=0.0003CW3.1083 (R²=0.9158) for all individuals, W=0.0002CW3.163 (R²=0.9223) for male and W=0.0001CW2.6995 (R²=0.8427) for females. According to the calculated b value, positive allometry was determined for all individuals and males, negative allometry was determined for female individuals. 



Keywords

Eriphia verrucosa length-weight relationship abdominal flap Çanakkale Strait

References

  • Altinelataman, C. & Dinçer, T. (2007). Proximate composition and the freshness quality in refrigerator storage of the Warty Crab (Eriphia verrucosa, Forskål, 1775) meat. Arch Lebensmittelhyg, 58, 132-135. DOI: 10.2377/0003-925X-58-132
  • Andrade, L.S., Goes, J.M., Fransozo, V., Alves, D.F.R., Teixeira, G.M. & Fransozo, A. (2014). Differential habitat use by demographic groups of the redfinger rubble crab Eriphia gonagra (Fabricius, 1781). Brazilian Journal of Biology,, 74, 597-606. DOI: 10.1590/bjb.2014.0090
  • Aydın, M., Karadurmuş, U. & Mutlu, C. (2013). Orta ve Doğu Karadeniz’deki (Türkiye) Yengeç Türleri. Karadeniz Fen Bilimleri Dergisi / The Black Sea Journal of Sciences, 3, 1-16.
  • Baeta, A., Cabral, H., Marques, J. & Pardal, M. (2006). Feeding ecology of the green crab, Carcinus maenas (L., 1758) in a temperate estuary, Portugal. Crustaceana, 79, 1181-1193. DOI: 10.1163/156854006778859506
  • Bagenal, T.B. & Tesch, F.W. (1978). Age and growth. In: T. Bagenal (Ed.), Methods for assessment of fish production in fresh waters, 3rd edition, IBP Handbook No. 3. Blackwell Scientific Publications, Oxford:101–136.
  • Bakır, A.K., Katagan, T., Aker, H.V., Özcan, T., Sezgin, M., Ateş, A.S., Koçak, C. & Kırkım, F. (2014). The marine arthropods of Turkey. Turkish Journal of Zoology, 38, 765-831. DOI: 10.3906/zoo-1405-48
  • Balık, S., Ustaoğlu, M.R., Sarı, H.M. & Berber, S. (2005). Demirköprü baraj gölünde yaşayan tatlısu istakozunun (Astacus leptodactylus Eschscholtz, 1823) bazı üreme özellikleri. Ege Journal of Fisheries and Aquatic Sciences, 3, 245-249.
  • Bilgin, S. & Çelik, E.Ş. (2004). Karadeniz’in Sinop kıyıları (Türkiye) yengeçleri. F. Ü. Fen ve Mühendislik Bilimleri Dergisi 16, 337-345.
  • Bolger, T. & Connolly, P.L. (1989). The selection of suitable indices for the measurement and analysis of fish condition. J. Fish Biol. 34, 171-182. DOI: 10.1111/j.1095-8649.1989.tb03300.x
  • Çelik, S. (2015). Sinop bölgesi’nde Pavurya (Eriphia verrucosa Forskal, 1775)'nın bazı biyolojik parametrelerinin araştırılması. Fen Bilimleri Enstitüsü, Su Ürünleri Avlama ve İşleme Teknolojisi Anabilim Dalı. Y.LisansTezi. Sinop Üniv. 65s.
  • Demir, M., (1952). Benthic invertebrate animals from the coasts of the Bosphorus and the Islands. İstanbul University Hydrobiology Institute Publications, Pp: 1-615.
  • Demirbaş, A., Eyüboğlu, B., Baki, B. & Sarıipek, M. (2013). Eriphia verrucosa (Forsskal, 1775) Yengecinin Üreme Dönemi Biyokimyasal Özelliklerinin Belirlenmesi. Yunus Araştırma Bülteni. 4, 15-19.
  • Diaz, L.S., Roa, A., Garcia, C.B., Acero, A. & Navas, G. (2000). Length-weight relationships of demersal fishes from the upper continental slope off Colombia. Naga, the ICLARM Quarterly, 23(3), 23-25.
  • Doğan, A., Dağlı, E., Özcan, T., Bakır, K., Ergen, Z., Önen, M. & Katağan, T. (2007). Commercially important invertebrates inhabiting the Turkish seas. Turkish Journal of Aquatic Life, 3-5, 36-44.
  • Erkan, M., Balkıs, H., Kurun, A., & Tunalı, Y. (2008). Seasonal variations in the ovary and testis of Eriphia verrucosa (Forskal, 1775) from Karaburun, SW Black Sea. Pakistan Journal of Zoology. 40, 217-221.
  • Erkan, M., Tunalı, Y., Ekici, S. & Kara, S. (2010). Histology of the androgenic gland in Eriphia verrucosa (Forskål, 1775) (Decapoda, Brachyura). Turk. J. Zool., 34, 79-84. DOI: 10.3906/zoo-0808-24
  • Flores, A.A.V. & Paula, J. (2001). Intertidal distribution and species composition of brachyuran crabs at two rocky shores in Central Portugal. Hydrobiologia. 449, 171-177. DOI: 10.1023/A:1017573927565
  • Froese, R., (2006). Cube law, condition factor and weight–length relationships: history, meta-analysis and recommendations. Journal of Applied Ichthyology, 22(4), 241-253. DOI:10.1111/j.1439-0426.2006.00805.x
  • Forskal, P. (1775). Descriptiones animalium avium, amphibiorum, piscium, insectorum, vermium; quæ in itinere orientali observavit Petrus Forskål. 1, Post mortem auctoris edidit Carsten Niebuhr. Adjuncta est materia medica Kahirina atque tabula maris rubri geographica, 1(20): 1-164.
  • Holthuis, L.B. (1961). Report on a collection of Crustacea Decapoda and Stomatopoda from Turkey and the Balkans. Zoologische Verhandelingen, Leiden, 47, 1-67.
  • Holthuis, L.B. & Gottlies, E., (1958). An annotated list of Decapod Crustacea of the Mediterranean Coast of Israel, with an appendix listing the Decapoda of the Eastern Mediterranean. 7B, Pp: 1-126 pp.
  • Karadurmuş, U. & Aydın, M. (2016). An investigation on some biological and reproduction characteristics of Eriphia verrucosa (Forskål, 1775) in the South Black Sea (Turkey). Turk J Zool. 40, 461-470. DOI:10.3906/zoo-1511-4
  • Kaya, Y., Turan, H. & Erdem, M.E. (2009). Determination of nutritional quality of warty crab (Eriphia verrucosa Forskål, 1775). Journal of Animal and Veterinary Advances. 8, 120-124.
  • Koukouras, A. (2010). Check-list of marine species from Greece. Aristotle University of Thessaloniki. Assembled in the framework of the EU FP7 PESI project. In WoRMS.
  • Mater, S. & Kocataş, A. (1967). İzmir Körfezi Brachyura'sı hakkında bir ön çalışma. E.Ü. Fen Fak. İlmi Rap. Ser., 38, 1-16. Micu, D. & Todorova, V. (2007). Biodiversity of the Western Black Sea. Marine Biodiversity and Ecosystem Functioning, MarBEF Newsletter. 7, 26-29.
  • Micu, S. & Abaza, V. (2004). Changes in biodiversity of Decapods (Decapoda, Crustacea) from Romanian Black Sea Coast. Analele Științifice ale Universității ‘‘Al. I. Cuza”Iași,s. Biologie animală, Tom LVI. 17-26.
  • Öztürk, B., Oral, M., Topaloğlu, B., Bat, L., Okudan Arslan, E.Ş., Özgür Özbek, E., Sezgin, M., Tonay, A.M., Amaha Öztürk, A., İsfendiyaroğlu, S. & Uysal, İ. (2013). Red Data Book Black Sea, Turkey. Published by Turkish Research Foundation (TUDAV), Istanbul, TURKEY. Publication number 38, 323s.
  • Paula, J. (1987). Seasonal distribution of Crustacea Decapoda larvae in S. Torpes bay, South-western Portugal. Inv. Pesq. 51(1): 267-275.
  • Pauly, D., (1984). Fish Population Dynamics in Tropical Waters. A manual for use with Programmable Calculators. ICLARM Contribution, 143; 325.
  • Peter, K.L.N., Guinot, D. & Davie, P.J.F. (2007). Systema Brachyurorum: Part 1. An Annotated checklist of extant Brachyuran crabs of the world, The Raffles Bulletin of Zoology. 17, 1-286.
  • Petrakis, G. & Stergiou, K.I. (1995). Weight-length relationships for 33 fish species in Greek waters. Fish. Res. 21: 465-469 DOI: 10.1016/0165-7836(94)00294-7
  • Reid, D.G., Abelló, P., Kaiser, M.J. & Warman, C.G. (1997). Carapace Colour, Inter-moult Duration and the Behavioural and Physiological Ecology of the Shore Crab Carcinus maenas. Estuarine, Coastal and Shelf Science, 44, 203-211. DOI: 10.1006/ecss.1996.0212
  • Reynolds, W.W. & Reynolds, L.J. (1977). Zoogeography and the predator-prey ‘arms race:’ A comparison of eriphia and nerita species from three faunal regions. Hydrobiologia, 56, 63-67. DOI: 10.1007/BF00023286
  • Ricker, W.E. (1975). Computation and interpretation of Biological statistics of fish populations. Bulletin of the Fisheries Research Board of Canada. No 191, Ottawa.
  • Rossi, A.C. & Parisi, V. (1973). Experimental Studies of Predation by the CRAB Eriphia Verrucosa on Both Snail and Hermit CRAB Occupants of Conspecific Gastropod Shells. Bolletino di zoologia, 40, 117-135. DOI: 10.1080/11250007309430063
  • Silva, A.C., Silva, I.C., Hawkins, S.J., Boaventura, D.M. & Thompson, R.C. (2010). Cheliped morphological variation of the intertidal crab Eriphia verrucosa across shores of differing exposure to wave action. Journal of Experimental Marine Biology and Ecology, 391, 84-91. DOI: 10.1016/j.jembe.2010.06.012
  • Teaca, A., Begun, T., Surugiu, V. & Gomoiu, M.T. (2010). Changes in the structure of the rocky mussels littoral biocoenosis from the Romanian Black Sea Coast. Analele Științifice ale Universității ‘‘Al. I. Cuza” Iași, s. Biologie animală, Tom LVI.
  • Ulaş, A. & Aydın, C. (2011). Length-Weight Relationships of Eriphia verrucosa Forskal (1775) from the Aegean Sea (Linnaeus, 1758). Journal of Animal and Veterinary Advances. 10, 1061-1062. DOI: 10.3923/javaa.2011.1061.1062
  • 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
There are 39 citations in total.

Details

Primary Language Turkish
Journal Section Short Communications
Authors

Uğur Özekinci 0000-0003-2207-0168

Deniz Acarlı 0000-0001-8537-9969

Publication Date December 15, 2018
Submission Date May 18, 2018
Published in Issue Year 2018 Volume: 35 Issue: 4

Cite

APA Özekinci, U., & Acarlı, D. (2018). Çanakkale Boğazı’ndaki Eriphia verrucosa (Forskål, 1775)’nın (pavurya yengeci) boy-ağırlık ilişkisi. Ege Journal of Fisheries and Aquatic Sciences, 35(4), 475-481. https://doi.org/10.12714/egejfas.2018.35.4.14

Cited By

A Contribution on the Diet of the Warty Crab, Eriphia verrucosa (Forskål, 1775) by Informative Bayesian Stable Isotope Mixing Models
Russian Journal of Marine Biology
https://doi.org/10.1134/S1063074022060025