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Seasonal and Sexual Variation in the Length–Weight Relationship of Narrow–Clawed Crayfish Pontastacus leptodactylus (Eschscholtz, 1823) in Eğirdir Lake (Isparta), Türkiye

Yıl 2025, Cilt: 8 Sayı: 2, 139 - 147, 22.12.2025
https://doi.org/10.46384/jmsf.1694433

Öz

The length–weight relationship (LWR) is a fundamental aspect of fish biology and fisheries science, providing critical insights into various biological and ecological evolutions, such as growth analysis, stock assessment, health,condition, and feeding habits.Therefore, accurately determining it is extremely important. This study was conducted in Eğirdir Lake in 2015 to determine the length-weight relationship of Türkiye's most important crayfish stock. Seasonal sampling (January, April, July, October) was performed using 200 fyke nets with different mesh sizes. The LWR was determined according to Le Cren (1951), and a t-test following Pauly (1984) was used to assess whether the b value differed from 3. The data were analysed using the R package "ggFishPlots (v 0.3.1)". In the study, 4033 crayfish with a total length ranging from 35.12 to 155.11 mm and a total weight between 1.20 and 130.80 g were evaluated. The sample comprised 56.90% (2295) female and 43.10% (1738) male crayfish, with a F:M ratio of 1:0.76. The evaluations revealed that female crayfish exhibited negative allometric growth in spring, summer, and autumn, while displaying isometric growth in winter. Male crayfish, on the other hand, showed positive allometric growth in spring, autumn, and winter, but isometric growth in summer. As a result, it was determined that the growth characteristics of crayfish varied by sex and season. In studies utilizing LWR parameters, it is believed that sampling during only one period of the year may lead to misleading results. Therefore, monthly or seasonal sampling would provide more accurate assessments.

Kaynakça

  • Aminisarteshnizi, M., & Moyo, N. A. G. (2022). Condition Factor and Length-Weight Relationship of Scardinius erythrophthalmus (Linnaeus, 1758) in Anzali Lagoon. Pakistan Journal of Biological Sciences, 25(10), 899-904. https://doi.org/10.3923/pjbs.2022.899.904
  • Atilgan, A., Coskan, A., Isler, E., & Oz, H. (2009). Amounts of nitrogen and phosphorus related to agricultural pollution elements in Egirdir Lake . Asian Journal of Chemistry, 21(4), 3107-3116.
  • Bagenal TB, Tesch FW (1978) Age and growth. In: Bagenal (Ed). Methods for assessment of fish production in fresh waters (pp. 101–136). Oxford: Blackwell Sci Publ
  • Balık, S., Ustaoğlu, M. R., Sarı, H. M., & Berber, S. (2006). Some reproduction properties of Crayfish (Astacus leptodactylus Eschscholtz, 1823) in Demirköprü Dam Lake [in Turkish]. Ege Journal of Fisheries and Aquatic Sciences, 23(3-4), 245-249.
  • Baltacı, M. A., Aydın, H., Seyhun, N., & Deniz, T. (2023). Morphometric Characteristics of Freshwater Crayfish (Pontastacus leptodactylus Eschscholtz, 1823) Caught in Sapanca Lake, Türkiye. Journal of Limnology and Freshwater Fisheries Research, 9(2), 63-75. https://doi.org/10.17216/limnofish.1149864
  • Benzer, S., & Benzer, R. (2018). New perspectives for predicting growth properties of crayfish (Astacus leptodactylus Eschscholtz, 1823) in Uluabat Lake. Pakistan Journal of Zoology, 50(1).
  • Berber, S., & Balık, S. (2006). Manyas Gölü (Balıkesir) Tatlısu İstakozunun (Astacus leptodactylus Eschscholtz, 1823) Bazı Büyüme ve Morfometrik Özelliklerinin Belirlenmesi. Ege Üniversitesi Su Ürünleri Dergisi, 23((1-2)), 83–91.
  • Bolat, Y., Demirci, A., & Mazlum, Y. (2010). Size Selectivity of Traps (Fyke-Nets) of Different Mesh Size on The Narrow-Clawed Crayfish, Astacus leptodactylus (ESCHSCHOLTZ, 1823) (Decapoda, Astacidae) in Eğirdir Lake, Turkey. Crustaceana, 8(11), 1349–1361 . https://doi.org/10.1163/001121610X536969
  • Bök, T., Aydın, H., & Ateş, C. (2013). A study on some morphological characteristics of Astacus leptodactylus (Eschscholtz 1823) in seven different inland waters in Turkey. J. Black Sea/Mediterranean Environment, 19(2), 190˗205.
  • Büyükçapar, H. M., Alp, A., Kaya, M., & Çiçek, Y. (2006). The length-weight relationships, and meat yield of crayfish (Astacus leptodactylus Eschscholtz, 1823) in the Mamasın Reservoir (Aksaray, Turkey)[in Turkish]. E.U. Journal of Fisheries & Aquatic Sciences, 23((1-2)), 21–25.
  • Cheng, W., Ji, Y., Xue, Y., Zhang, C., Xu, H., Ren, Y., & Xu, B. (2022). Effect of sampling design on the estimation of length-weight relationship parameter b of Chaemrichthys stigmatias. Journal of Fisheries of China, 46(12), 2357-2365. https://doi.org/10.11964/jfc.20210212658
  • Cilbiz, M. (2021). Effect of some Biotic and Abiotic Factors on Hard and Soft-shell of Crayfish (Pontastacus leptodactylus Eschscholtz, 1823): A Case Study from Hirfanlı Dam Lake. Acta Aquatica Turcica, 17(4), 548 - 555. https://doi.org/10.22392/actaquatr.915080
  • Cilbiz, M., Aydin, C., & Herrmann, B. (2022). New codend designs to improve the size selectivity of fyke net for narrow-clawed crayfish (Pontastacus leptodactylus) Aquatic Living Resources, 35, 14. https://doi.org/10.1051/alr/2022014
  • Cilbiz, M., Aydın, C., & Uzunmehmetoglu, O. Y. (2020). Evaluation of Turkey's crayfish (Pontastacus leptodactylus (Eschscholtz, 1823) Production in National and Global Scale[in Turkish]. Journal of Limnology and Freshwater Fisheries Research, 6(1), 59-74. https://doi.org/http:\\10.17216/LimnoFish-561180
  • Faruque, M. H., & Das, R. (2024). Size-specific variations in the length-weight relationship and relative condition factor of Hilsa shad (Tenualosa ilisha) across its habitats in Bangladesh. Heliyon, 10(13), Article e33586. https://doi.org/10.1016/j.heliyon.2024.e33586
  • Froese, R. (2006). Cube law, condition factor and weight–length relationships: history, meta-analysis and recommendations. Journal of Applied Ichthyology, 22(4), 241-253. https://doi.org/10.1111/j.1439-0426.2006.00805.x
  • Harlıoğlu, M. M. (1999). The relationships between length-weight, and meat yield of freshwater crayfish, Astacus leptodactylus Eschscholtz, in the Ağın Region of Keban Dam Lake. Turkish Journal of Zoology, 23(7), 949-958.
  • Heydarnejad, M. S. (2009). Length-weight relationships for six freshwater fish species in Iran. Chinese Journal of Oceanology and Limnology, 27(1), 61-62. https://doi.org/10.1007/s00343-009-0061-8
  • Jacobs, A., Doran, C., Murray, D. S., Duffill Telsnig, J., Laskowski, K. L., Jones, N. A. R., Auer, S. K., & Præbel, K. (2018). On the challenges and opportunities facing fish biology: a discussion of five key knowledge gaps. Journal of Fish Biology, 92(3), 690-698. https://doi.org/10.1111/jfb.13545
  • Kamikawa, K. T., Cruz, E., Essington, T. E., Hospital, J., Brodziak, J. K. T., & Branch, T. A. (2015). Length–weight relationships for 85 fish species from Guam. Journal of Applied Ichthyology, 31(6), 1171-1174. https://doi.org/10.1111/jai.12877
  • Karuppiah, K., Rajendran, K., Selvaraju, R., Kumarasamy, C. P., & Ethiraj, K. (2023). Length-weight relationship of flying fishes (Exocoetidae) from Bay of Bengal, Eastern Indian Ocean. Thalassas, 39(2), 509-512. https://doi.org/10.1007/s41208-023-00549-2
  • Kassambara, A. (2023). rstatix: Pipe-Friendly Framework for Basic Statistical Tests_. R package version 0.7.0, https://CRAN.R-project.org/package=rstatix.
  • Kondylatos, G., Kallias, I., Vafidis, D., Exadactylos, A., Theocharis, A., Mavrouleas, D., Kalaentzis, K., Avgoustinaki, M., Conides, A., & Klaoudatos, D. (2024). The length-weight relationship of indigenous and non-indigenous fish species from the small-scale fisheries of Rhodes, Greece. International Aquatic Research, 16(2), 169-185. https://doi.org/10.22034/iar.2024.2008347.1612
  • Korkmaz, B., Bolat, Y., & Cilbiz, M. (2023). Length-based Stock Assessment for the Data-poor Crayfish Fishery from the Eğirdir Lake, Turkiye. Turkish Journal of Fisheries and Aquatic Sciences, 23(3), TRJFAS22354. https://doi.org/10.4194/TRJFAS22354
  • 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(2), 201-219. https://doi.org/10.2307/1540
  • Li, Y., Feng, M., Huang, L., Zhang, P., Wang, H., Zhang, J., Tian, Y., & Xu, J. (2023). Weight–Length Relationship Analysis Revealing the Impacts of Multiple Factors on Body Shape of Fish in China. Fishes, 8(5), Article 269. https://doi.org/10.3390/fishes8050269
  • Manna, L. R., Zandonà, E., Oliveira-Cunha, P., & Mazzoni, R. (2023). Length-weight relationships of 24 stream-dwelling fish species from the Atlantic Forest in Rio de Janeiro, Brazil. Biota Neotropica, 23(3), Article e20231523. https://doi.org/10.1590/1676-0611-BN-2023-1523
  • Mehmood, S., Ahmed, I., & Ali, M. N. (2021). Length-weight relationship, morphometric and meristic controlling elements of three freshwater fish species inhabiting North Western Himalaya. Egyptian Journal of Aquatic Biology and Fisheries, 25(6), 243-257, Article 19 . https://doi.org/10.21608/EJABF.2021.211325
  • Momot, W. T., Gowing, H., & Jones, P. D. (1978). The Dynamics of Crayfish and Their Role in Ecosystems. The American Midland Naturalist, 99(1), 10-35. https://doi.org/10.2307/2424930
  • Monzón, I. F., & Fernandes, J. M. O. (2021). Cellular and Molecular Approaches in Fish Biology. https://doi.org/10.1016/B978-0-12-822273-7.09991-2
  • Mughal, W. G., Laghari, M. Y., Palh, Z. A., Rajput, S., Hussain, I., Lashari, P. K., & Sheikh, M. (2025). Length Weight Relationship of Five Cyprinidae Fish Species from Ranikot Lotic Water Body in Sindh, Pakistan. Pakistan Journal of Zoology, 57(1), 489-491. https://doi.org/10.17582/journal.pjz/20230406090440
  • Oliveira, M. S. B., Silva, L. M. A., Prestes, L., & Tavares-Dias, M. (2020). Length-weight relationship and condition factor for twelve fish species from the igarapé fortaleza basin, a small tributary of the amazonas river estuary. Acta Amazonica, 50(1), 8-11. https://doi.org/10.1590/1809-4392201900702
  • Pauly, D. (1984). Fish population dynamics in tropical water: a manual for use with programmable calculators. ICLARM Studies and Reviews 8, 325 p. International Center for Living Aquatic Resources Management, Manila, Philippines., 325.
  • Reynolds, J., Souty-Grosset, C., & Richardson, A. (2013). Ecological roles of crayfish in freshwater and terrestrial habitats. Freshwater Crayfish, 19(2), 197-218.
  • Ricker, W. E. (1958). Handbook of computations for biological statistics of fish populations. Bull. Fish. Res. Board Can., 119, 1-300.
  • RStudio, T. (2024). RStudio: Integrated Development for R. RStudio, PBC, Boston, MA Retrieved from: https://posit.co/download/rstudio-desktop/.
  • Şener, Ş., Davraz, A., & Karagüzel, R. (2013). Evaluating the anthropogenic and geologic impacts on water quality of the Eǧirdir Lake, Turkey. Environmental Earth Sciences, 70(6), 2527-2544. https://doi.org/10.1007/s12665-013-2296-0
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  • Thompson, W.F., & Bell, F.H. (1934). Biological statistics of the Pacific halibut fishery. (2) Effect of changes in intensity upon total yield and yield per unit of gear. International Fisheries Commission, Report No. 8, 49 pp.
  • Vihtakari, M. (2024). ggFishPlots: Visualise and Calculate Life History Parameters for Fisheries Science using 'ggplot2'_. R package version 0.3.0, <https://deepwaterimr.github.io/ggFishPlots/>.
  • Yüksel, F., & Duman, E. (2012). An Investigation on Some Morphological Characteristics of Crayfish in Keban Dam Lake [in Turkish]. Journal of FisheriesSciences. com, 6(4), 271-281.
  • Zulkafli, A. R., Amal, M. N. A., Shohaimi, S., Mustafa, A., Ghani, A. H., Ayub, S., Hashim, S., Anuar, M. I., & Hasfairi, M. P. (2016). Length–weight relationships of 13 fish species from Pahang River, Temerloh district, Pahang, Malaysia. Journal of Applied Ichthyology, 32(1), 165-166. https://doi.org/10.1111/jai.12959

Eğirdir Gölü (Isparta-Türkiye) Kerevit Pontastacus leptodactylus (Eschscholtz, 1823) Populasyonunda Boy-Ağırlık İlişkisindeki Mevsim ve Eşeye Bağlı Değişimler

Yıl 2025, Cilt: 8 Sayı: 2, 139 - 147, 22.12.2025
https://doi.org/10.46384/jmsf.1694433

Öz

Boy-ağırlık ilişkisi (LWR) balık biyolojisi ve balıkçılık biliminin temel bir bileşenidir ve büyüme analizi, stok değerlendirmesi, sağlık ve kondisyon, beslenme alışkanlıkları gibi çeşitli biyolojik ve ekolojik gelişmeler hakkında kritik bilgiler sağlamaktadır. Bu nedenle, doğru bir şekilde belirlenmesi son derece önemlidir. Bu çalışma, Türkiye'nin en önemli kerevit stoğunun boy-ağırlık ilişkisindeki eşey ve sezona bağlı değişikliklerin belirlenmesi amacıyla 2015 yılında Eğirdir Gölü'nde yürütülmüştür. Mevsimsel örnekleme (Ocak, Nisan, Temmuz, Ekim), farklı göz açıklıklarına sahip 200 pinter kullanılarak gerçekleştirilmiştir. LWR, Le Cren'e (1951) göre belirlenmiş ve b değerinin 3'ten farklı olup olmadığını belirlemek için t-testi kullanılmıştır (Pauly, 1984). Veriler “ggFishPlots (v 0.3.1)” R paketi kullanılarak analiz edilmiştir. Çalışmada, toplam boyları 35,12 - 155,11 mm ve toplam ağırlıkları 1,20 - 130,80 g arasında değişen 4033 kerevit değerlendirilmiştir. Örneklemin %56,90'ı (2295) dişi ve %43,10'u (1738) erkek kerevitlerden oluşmuş olup D:E oranı 1:0.76'dır. Değerlendirmeler, dişi kerevitlerin ilkbahar, yaz ve sonbaharda negatif allometrik büyüme sergilediğini, kışın ise izometrik büyüme gösterdiğini ortaya koymuştur. Erkek kerevitler ise ilkbahar, sonbahar ve kış aylarında pozitif allometrik büyüme gösterirken, yaz aylarında izometrik büyüme göstermiştir. Sonuç olarak, kerevitlerin büyüme özelliklerinin cinsiyete ve mevsime göre değiştiği belirlenmiştir. LWR parametrelerinin kullanıldığı çalışmalarda, yılın sadece bir döneminde örnekleme yapılmasının yanıltıcı sonuçlara yol açabileceği düşünülmektedir. Bu nedenle, aylık veya mevsimsel örnekleme daha doğru değerlendirmeler sağlayacaktır.

Kaynakça

  • Aminisarteshnizi, M., & Moyo, N. A. G. (2022). Condition Factor and Length-Weight Relationship of Scardinius erythrophthalmus (Linnaeus, 1758) in Anzali Lagoon. Pakistan Journal of Biological Sciences, 25(10), 899-904. https://doi.org/10.3923/pjbs.2022.899.904
  • Atilgan, A., Coskan, A., Isler, E., & Oz, H. (2009). Amounts of nitrogen and phosphorus related to agricultural pollution elements in Egirdir Lake . Asian Journal of Chemistry, 21(4), 3107-3116.
  • Bagenal TB, Tesch FW (1978) Age and growth. In: Bagenal (Ed). Methods for assessment of fish production in fresh waters (pp. 101–136). Oxford: Blackwell Sci Publ
  • Balık, S., Ustaoğlu, M. R., Sarı, H. M., & Berber, S. (2006). Some reproduction properties of Crayfish (Astacus leptodactylus Eschscholtz, 1823) in Demirköprü Dam Lake [in Turkish]. Ege Journal of Fisheries and Aquatic Sciences, 23(3-4), 245-249.
  • Baltacı, M. A., Aydın, H., Seyhun, N., & Deniz, T. (2023). Morphometric Characteristics of Freshwater Crayfish (Pontastacus leptodactylus Eschscholtz, 1823) Caught in Sapanca Lake, Türkiye. Journal of Limnology and Freshwater Fisheries Research, 9(2), 63-75. https://doi.org/10.17216/limnofish.1149864
  • Benzer, S., & Benzer, R. (2018). New perspectives for predicting growth properties of crayfish (Astacus leptodactylus Eschscholtz, 1823) in Uluabat Lake. Pakistan Journal of Zoology, 50(1).
  • Berber, S., & Balık, S. (2006). Manyas Gölü (Balıkesir) Tatlısu İstakozunun (Astacus leptodactylus Eschscholtz, 1823) Bazı Büyüme ve Morfometrik Özelliklerinin Belirlenmesi. Ege Üniversitesi Su Ürünleri Dergisi, 23((1-2)), 83–91.
  • Bolat, Y., Demirci, A., & Mazlum, Y. (2010). Size Selectivity of Traps (Fyke-Nets) of Different Mesh Size on The Narrow-Clawed Crayfish, Astacus leptodactylus (ESCHSCHOLTZ, 1823) (Decapoda, Astacidae) in Eğirdir Lake, Turkey. Crustaceana, 8(11), 1349–1361 . https://doi.org/10.1163/001121610X536969
  • Bök, T., Aydın, H., & Ateş, C. (2013). A study on some morphological characteristics of Astacus leptodactylus (Eschscholtz 1823) in seven different inland waters in Turkey. J. Black Sea/Mediterranean Environment, 19(2), 190˗205.
  • Büyükçapar, H. M., Alp, A., Kaya, M., & Çiçek, Y. (2006). The length-weight relationships, and meat yield of crayfish (Astacus leptodactylus Eschscholtz, 1823) in the Mamasın Reservoir (Aksaray, Turkey)[in Turkish]. E.U. Journal of Fisheries & Aquatic Sciences, 23((1-2)), 21–25.
  • Cheng, W., Ji, Y., Xue, Y., Zhang, C., Xu, H., Ren, Y., & Xu, B. (2022). Effect of sampling design on the estimation of length-weight relationship parameter b of Chaemrichthys stigmatias. Journal of Fisheries of China, 46(12), 2357-2365. https://doi.org/10.11964/jfc.20210212658
  • Cilbiz, M. (2021). Effect of some Biotic and Abiotic Factors on Hard and Soft-shell of Crayfish (Pontastacus leptodactylus Eschscholtz, 1823): A Case Study from Hirfanlı Dam Lake. Acta Aquatica Turcica, 17(4), 548 - 555. https://doi.org/10.22392/actaquatr.915080
  • Cilbiz, M., Aydin, C., & Herrmann, B. (2022). New codend designs to improve the size selectivity of fyke net for narrow-clawed crayfish (Pontastacus leptodactylus) Aquatic Living Resources, 35, 14. https://doi.org/10.1051/alr/2022014
  • Cilbiz, M., Aydın, C., & Uzunmehmetoglu, O. Y. (2020). Evaluation of Turkey's crayfish (Pontastacus leptodactylus (Eschscholtz, 1823) Production in National and Global Scale[in Turkish]. Journal of Limnology and Freshwater Fisheries Research, 6(1), 59-74. https://doi.org/http:\\10.17216/LimnoFish-561180
  • Faruque, M. H., & Das, R. (2024). Size-specific variations in the length-weight relationship and relative condition factor of Hilsa shad (Tenualosa ilisha) across its habitats in Bangladesh. Heliyon, 10(13), Article e33586. https://doi.org/10.1016/j.heliyon.2024.e33586
  • Froese, R. (2006). Cube law, condition factor and weight–length relationships: history, meta-analysis and recommendations. Journal of Applied Ichthyology, 22(4), 241-253. https://doi.org/10.1111/j.1439-0426.2006.00805.x
  • Harlıoğlu, M. M. (1999). The relationships between length-weight, and meat yield of freshwater crayfish, Astacus leptodactylus Eschscholtz, in the Ağın Region of Keban Dam Lake. Turkish Journal of Zoology, 23(7), 949-958.
  • Heydarnejad, M. S. (2009). Length-weight relationships for six freshwater fish species in Iran. Chinese Journal of Oceanology and Limnology, 27(1), 61-62. https://doi.org/10.1007/s00343-009-0061-8
  • Jacobs, A., Doran, C., Murray, D. S., Duffill Telsnig, J., Laskowski, K. L., Jones, N. A. R., Auer, S. K., & Præbel, K. (2018). On the challenges and opportunities facing fish biology: a discussion of five key knowledge gaps. Journal of Fish Biology, 92(3), 690-698. https://doi.org/10.1111/jfb.13545
  • Kamikawa, K. T., Cruz, E., Essington, T. E., Hospital, J., Brodziak, J. K. T., & Branch, T. A. (2015). Length–weight relationships for 85 fish species from Guam. Journal of Applied Ichthyology, 31(6), 1171-1174. https://doi.org/10.1111/jai.12877
  • Karuppiah, K., Rajendran, K., Selvaraju, R., Kumarasamy, C. P., & Ethiraj, K. (2023). Length-weight relationship of flying fishes (Exocoetidae) from Bay of Bengal, Eastern Indian Ocean. Thalassas, 39(2), 509-512. https://doi.org/10.1007/s41208-023-00549-2
  • Kassambara, A. (2023). rstatix: Pipe-Friendly Framework for Basic Statistical Tests_. R package version 0.7.0, https://CRAN.R-project.org/package=rstatix.
  • Kondylatos, G., Kallias, I., Vafidis, D., Exadactylos, A., Theocharis, A., Mavrouleas, D., Kalaentzis, K., Avgoustinaki, M., Conides, A., & Klaoudatos, D. (2024). The length-weight relationship of indigenous and non-indigenous fish species from the small-scale fisheries of Rhodes, Greece. International Aquatic Research, 16(2), 169-185. https://doi.org/10.22034/iar.2024.2008347.1612
  • Korkmaz, B., Bolat, Y., & Cilbiz, M. (2023). Length-based Stock Assessment for the Data-poor Crayfish Fishery from the Eğirdir Lake, Turkiye. Turkish Journal of Fisheries and Aquatic Sciences, 23(3), TRJFAS22354. https://doi.org/10.4194/TRJFAS22354
  • 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(2), 201-219. https://doi.org/10.2307/1540
  • Li, Y., Feng, M., Huang, L., Zhang, P., Wang, H., Zhang, J., Tian, Y., & Xu, J. (2023). Weight–Length Relationship Analysis Revealing the Impacts of Multiple Factors on Body Shape of Fish in China. Fishes, 8(5), Article 269. https://doi.org/10.3390/fishes8050269
  • Manna, L. R., Zandonà, E., Oliveira-Cunha, P., & Mazzoni, R. (2023). Length-weight relationships of 24 stream-dwelling fish species from the Atlantic Forest in Rio de Janeiro, Brazil. Biota Neotropica, 23(3), Article e20231523. https://doi.org/10.1590/1676-0611-BN-2023-1523
  • Mehmood, S., Ahmed, I., & Ali, M. N. (2021). Length-weight relationship, morphometric and meristic controlling elements of three freshwater fish species inhabiting North Western Himalaya. Egyptian Journal of Aquatic Biology and Fisheries, 25(6), 243-257, Article 19 . https://doi.org/10.21608/EJABF.2021.211325
  • Momot, W. T., Gowing, H., & Jones, P. D. (1978). The Dynamics of Crayfish and Their Role in Ecosystems. The American Midland Naturalist, 99(1), 10-35. https://doi.org/10.2307/2424930
  • Monzón, I. F., & Fernandes, J. M. O. (2021). Cellular and Molecular Approaches in Fish Biology. https://doi.org/10.1016/B978-0-12-822273-7.09991-2
  • Mughal, W. G., Laghari, M. Y., Palh, Z. A., Rajput, S., Hussain, I., Lashari, P. K., & Sheikh, M. (2025). Length Weight Relationship of Five Cyprinidae Fish Species from Ranikot Lotic Water Body in Sindh, Pakistan. Pakistan Journal of Zoology, 57(1), 489-491. https://doi.org/10.17582/journal.pjz/20230406090440
  • Oliveira, M. S. B., Silva, L. M. A., Prestes, L., & Tavares-Dias, M. (2020). Length-weight relationship and condition factor for twelve fish species from the igarapé fortaleza basin, a small tributary of the amazonas river estuary. Acta Amazonica, 50(1), 8-11. https://doi.org/10.1590/1809-4392201900702
  • Pauly, D. (1984). Fish population dynamics in tropical water: a manual for use with programmable calculators. ICLARM Studies and Reviews 8, 325 p. International Center for Living Aquatic Resources Management, Manila, Philippines., 325.
  • Reynolds, J., Souty-Grosset, C., & Richardson, A. (2013). Ecological roles of crayfish in freshwater and terrestrial habitats. Freshwater Crayfish, 19(2), 197-218.
  • Ricker, W. E. (1958). Handbook of computations for biological statistics of fish populations. Bull. Fish. Res. Board Can., 119, 1-300.
  • RStudio, T. (2024). RStudio: Integrated Development for R. RStudio, PBC, Boston, MA Retrieved from: https://posit.co/download/rstudio-desktop/.
  • Şener, Ş., Davraz, A., & Karagüzel, R. (2013). Evaluating the anthropogenic and geologic impacts on water quality of the Eǧirdir Lake, Turkey. Environmental Earth Sciences, 70(6), 2527-2544. https://doi.org/10.1007/s12665-013-2296-0
  • Taylor, C. A., Warren, M. L., Fitzpatrick, J. F., Hobbs, H. H., Jezerinac, R. F., Pflieger, W. L., & Robison, H. W. (1996). Conservation Status of Crayfishes of the United States and Canada. Fisheries, 21(4), 25-38. https://doi.org/10.1577/1548-8446(1996)021<0025:CSOCOT>2.0.CO;2
  • Thompson, W.F., & Bell, F.H. (1934). Biological statistics of the Pacific halibut fishery. (2) Effect of changes in intensity upon total yield and yield per unit of gear. International Fisheries Commission, Report No. 8, 49 pp.
  • Vihtakari, M. (2024). ggFishPlots: Visualise and Calculate Life History Parameters for Fisheries Science using 'ggplot2'_. R package version 0.3.0, <https://deepwaterimr.github.io/ggFishPlots/>.
  • Yüksel, F., & Duman, E. (2012). An Investigation on Some Morphological Characteristics of Crayfish in Keban Dam Lake [in Turkish]. Journal of FisheriesSciences. com, 6(4), 271-281.
  • Zulkafli, A. R., Amal, M. N. A., Shohaimi, S., Mustafa, A., Ghani, A. H., Ayub, S., Hashim, S., Anuar, M. I., & Hasfairi, M. P. (2016). Length–weight relationships of 13 fish species from Pahang River, Temerloh district, Pahang, Malaysia. Journal of Applied Ichthyology, 32(1), 165-166. https://doi.org/10.1111/jai.12959
Toplam 42 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Tatlı Su Ekolojisi, Su Omurgasızları
Bölüm Araştırma Makalesi
Yazarlar

Mehmet Cilbiz 0000-0002-7686-7570

Tuncay Ateşşahin 0000-0001-9168-5444

Gönderilme Tarihi 7 Mayıs 2025
Kabul Tarihi 6 Ağustos 2025
Yayımlanma Tarihi 22 Aralık 2025
Yayımlandığı Sayı Yıl 2025 Cilt: 8 Sayı: 2

Kaynak Göster

APA Cilbiz, M., & Ateşşahin, T. (2025). Seasonal and Sexual Variation in the Length–Weight Relationship of Narrow–Clawed Crayfish Pontastacus leptodactylus (Eschscholtz, 1823) in Eğirdir Lake (Isparta), Türkiye. Çanakkale Onsekiz Mart University Journal of Marine Sciences and Fisheries, 8(2), 139-147. https://doi.org/10.46384/jmsf.1694433