3D dataset

3D models related to the publication: Hide and seek shark teeth in Random Forests: Machine learning applied to Scyliorhinus canicula

Fidji Berio, Yann Bayle, Sylvie Agret, Daniel Baum, Nicolas Goudemand and Mélanie Debiais-Thibaud

Cite this article: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. 3D models related to the publication: Hide and seek shark teeth in Random Forests: Machine learning applied to Scyliorhinus canicula. MorphoMuseuM 8:164. doi: 10.18563/journal.m3.164

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Abstract

The present dataset contains the 3D models analyzed in Berio, F., Bayle, Y., Baum, D., Goudemand, N., and Debiais-Thibaud, M. 2022. Hide and seek shark teeth in Random Forests: Machine learning applied to Scyliorhinus canicula. It contains the head surfaces of 56 North Atlantic and Mediterranean small-spotted catsharks Scyliorhinus canicula, from which tooth surfaces were further extracted to perform geometric morphometrics and machine learning. 

Specimens and 3D Data

Scyliorhinus canicula 200118I View specimen

M3#959_200118I Head of a 45.0 cm long Scyliorhinus canicula female from a Mediterranean population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.959 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#959_200118I. doi: 10.18563/m3.sf.959

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Scyliorhinus canicula 200118H View specimen

M3#958_200118H Head of a 47.0 cm long Scyliorhinus canicula female from a Mediterranean population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.958 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#958_200118H. doi: 10.18563/m3.sf.958

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Scyliorhinus canicula 081118B View specimen

M3#942_081118B Head of a 11.0 cm long Scyliorhinus canicula female from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.942 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#942_081118B. doi: 10.18563/m3.sf.942

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Scyliorhinus canicula 081118A View specimen

M3#941_081118A Head of a 10.6 cm long Scyliorhinus canicula female from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.941 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#941_081118A. doi: 10.18563/m3.sf.941

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Scyliorhinus canicula 200118G View specimen

M3#957_200118G Head of a 40.0 cm long Scyliorhinus canicula female from a Mediterranean population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.957 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#957_200118G. doi: 10.18563/m3.sf.957

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Scyliorhinus canicula 081118C View specimen

M3#940_081118C Head of a 11.2 cm long Scyliorhinus canicula female from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.940 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#940_081118C. doi: 10.18563/m3.sf.940

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Scyliorhinus canicula 081118D View specimen

M3#939_081118D Head of a 10.2 cm long Scyliorhinus canicula female from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.939 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#939_081118D. doi: 10.18563/m3.sf.939

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Scyliorhinus canicula 081118E View specimen

M3#938_081118E Head of a 12.0 cm long Scyliorhinus canicula male from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.938 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#938_081118E. doi: 10.18563/m3.sf.938

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Scyliorhinus canicula 081118F View specimen

M3#937_081118F Head of a 10.7 cm long Scyliorhinus canicula male from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.937 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#937_081118F. doi: 10.18563/m3.sf.937

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Scyliorhinus canicula 081118G View specimen

M3#936_081118G Head of a 10.8 cm long Scyliorhinus canicula male from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.936 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#936_081118G. doi: 10.18563/m3.sf.936

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Scyliorhinus canicula 200118F View specimen

M3#935_200118F Head of a 41.5 cm long Scyliorhinus canicula female from a Mediterranean population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.935 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#935_200118F. doi: 10.18563/m3.sf.935

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Scyliorhinus canicula 200118E View specimen

M3#934_200118E Head of a 40.0 cm long Scyliorhinus canicula female from a Mediterranean population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.934 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#934_200118E. doi: 10.18563/m3.sf.934

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Scyliorhinus canicula 200118D View specimen

M3#933_200118D Head of a 42.0 cm long Scyliorhinus canicula male from a Mediterranean population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.933 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#933_200118D. doi: 10.18563/m3.sf.933

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Scyliorhinus canicula 200118C View specimen

M3#943_200118C Head of a 41.0 cm long Scyliorhinus canicula male from a Mediterranean population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.943 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#943_200118C. doi: 10.18563/m3.sf.943

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Scyliorhinus canicula 200118B View specimen

M3#945_200118B Head of a 44.0 cm long Scyliorhinus canicula male from a Mediterranean population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.945 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#945_200118B. doi: 10.18563/m3.sf.945

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Scyliorhinus canicula 200118A View specimen

M3#944_200118A Head of a 46.0 cm long Scyliorhinus canicula male from a Mediterranean population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.944 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#944_200118A. doi: 10.18563/m3.sf.944

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Scyliorhinus canicula 030418A View specimen

M3#956_030418A Head of a 13.9 cm long Scyliorhinus canicula female from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.956 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#956_030418A. doi: 10.18563/m3.sf.956

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Scyliorhinus canicula 030418B View specimen

M3#955_030418B Head of a 13.6 cm long Scyliorhinus canicula female from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.955 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#955_030418B. doi: 10.18563/m3.sf.955

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Scyliorhinus canicula 030418C View specimen

M3#954_030418C Head of a 13.4 cm long Scyliorhinus canicula male from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.954 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#954_030418C. doi: 10.18563/m3.sf.954

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Scyliorhinus canicula 030418D View specimen

M3#953_030418D Head of a 13.2 cm long Scyliorhinus canicula male from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.953 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#953_030418D. doi: 10.18563/m3.sf.953

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Scyliorhinus canicula 071118A View specimen

M3#952_071118A Head of a 36.0 cm long Scyliorhinus canicula female from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.952 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#952_071118A. doi: 10.18563/m3.sf.952

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Scyliorhinus canicula 071118B View specimen

M3#951_071118B Head of a 33.0 cm long Scyliorhinus canicula female from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.951 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#951_071118B. doi: 10.18563/m3.sf.951

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Scyliorhinus canicula 071118C View specimen

M3#950_071118C Head of a 32.0 cm long Scyliorhinus canicula female from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.950 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#950_071118C. doi: 10.18563/m3.sf.950

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Scyliorhinus canicula 071118D View specimen

M3#949_071118D Head of a 35.0 cm long Scyliorhinus canicula male from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.949 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#949_071118D. doi: 10.18563/m3.sf.949

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Scyliorhinus canicula 071118E View specimen

M3#948_071118E Head of a 35.0 cm long Scyliorhinus canicula male from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.948 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#948_071118E. doi: 10.18563/m3.sf.948

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Scyliorhinus canicula 071118F View specimen

M3#947_071118F Head of a 33.0 cm long Scyliorhinus canicula male from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.947 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#947_071118F. doi: 10.18563/m3.sf.947

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Scyliorhinus canicula 121118G View specimen

M3#946_121118G Head of a 36.0 cm long Scyliorhinus canicula female from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.946 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#946_121118G. doi: 10.18563/m3.sf.946

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Scyliorhinus canicula 121118H View specimen

M3#932_121118H Head of a 35.0 cm long Scyliorhinus canicula female from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.932 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#932_121118H. doi: 10.18563/m3.sf.932

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Scyliorhinus canicula 121118I View specimen

M3#931_121118I Head of a 33.0 cm long Scyliorhinus canicula male from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.931 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#931_121118I. doi: 10.18563/m3.sf.931

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Scyliorhinus canicula 121118J View specimen

M3#917_121118J Head of a 36.0 cm long Scyliorhinus canicula male from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.917 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#917_121118J. doi: 10.18563/m3.sf.917

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Scyliorhinus canicula 180118A View specimen

M3#916_180118A Head of a 57.0 cm long Scyliorhinus canicula female from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.916 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#916_180118A. doi: 10.18563/m3.sf.916

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Scyliorhinus canicula 180118B View specimen

M3#915_180118B Head of a 58.0 cm long Scyliorhinus canicula female from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.915 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#915_180118B. doi: 10.18563/m3.sf.915

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Scyliorhinus canicula 180118C View specimen

M3#911_180118C Head of a 58.5 cm long Scyliorhinus canicula female from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.911 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#911_180118C. doi: 10.18563/m3.sf.911

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Scyliorhinus canicula 180118D View specimen

M3#914_180118D Head of a 56.0 cm long Scyliorhinus canicula male from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.914 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#914_180118D. doi: 10.18563/m3.sf.914

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Scyliorhinus canicula 180118E View specimen

M3#913_180118E Head of a 58.0 cm long Scyliorhinus canicula male from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.913 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#913_180118E. doi: 10.18563/m3.sf.913

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Scyliorhinus canicula 180118F View specimen

M3#912_180118F Head of a 59.0 cm long Scyliorhinus canicula male from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.912 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#912_180118F. doi: 10.18563/m3.sf.912

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Scyliorhinus canicula 270918A View specimen

M3#910_270918A Head of a 56.0 cm long Scyliorhinus canicula male from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.910 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#910_270918A. doi: 10.18563/m3.sf.910

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Scyliorhinus canicula 270918B View specimen

M3#908_270918B Head of a 59.5 cm long Scyliorhinus canicula male from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.908 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#908_270918B. doi: 10.18563/m3.sf.908

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Scyliorhinus canicula 270918C View specimen

M3#909_270918C Head of a 63.0 cm long Scyliorhinus canicula female from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.909 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#909_270918C. doi: 10.18563/m3.sf.909

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Scyliorhinus canicula 270918D View specimen

M3#907_270918D Head of a 64.0 cm long Scyliorhinus canicula female from a North Atlantic population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.907 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#907_270918D. doi: 10.18563/m3.sf.907

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Scyliorhinus canicula 12111931 View specimen

M3#905_12111931 Head of a 9.5 cm long Scyliorhinus canicula male from a Mediterranean population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.905 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#905_12111931. doi: 10.18563/m3.sf.905

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Scyliorhinus canicula 12111933 View specimen

M3#906_12111933 Head of a 9.5 cm long Scyliorhinus canicula female from a Mediterranean population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.906 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#906_12111933. doi: 10.18563/m3.sf.906

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Scyliorhinus canicula 190118A View specimen

M3#918_190118A Head of a 8.8 cm long Scyliorhinus canicula female from a Mediterranean population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.918 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#918_190118A. doi: 10.18563/m3.sf.918

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Scyliorhinus canicula 190118C View specimen

M3#930_190118C Head of a 9.0 cm long Scyliorhinus canicula female from a Mediterranean population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.930 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#930_190118C. doi: 10.18563/m3.sf.930

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Scyliorhinus canicula 190118D View specimen

M3#929_190118D Head of a 8.9 cm long Scyliorhinus canicula male from a Mediterranean population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.929 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#929_190118D. doi: 10.18563/m3.sf.929

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Scyliorhinus canicula 190118F View specimen

M3#928_190118F Head of a 9.1 cm long Scyliorhinus canicula male from a Mediterranean population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.928 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#928_190118F. doi: 10.18563/m3.sf.928

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Scyliorhinus canicula 060718A View specimen

M3#927_060718A Head of a 25.5 cm long Scyliorhinus canicula male from a Mediterranean population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.927 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#927_060718A. doi: 10.18563/m3.sf.927

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Scyliorhinus canicula 060718B View specimen

M3#926_060718B Head of a 23.0 cm long Scyliorhinus canicula female from a Mediterranean population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.926 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#926_060718B. doi: 10.18563/m3.sf.926

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Scyliorhinus canicula 060718C View specimen

M3#925_060718C Head of a 28.0 cm long Scyliorhinus canicula male from a Mediterranean population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.925 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#925_060718C. doi: 10.18563/m3.sf.925

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Scyliorhinus canicula 060718D View specimen

M3#924_060718D Head of a 21.0 cm long Scyliorhinus canicula male from a Mediterranean population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.924 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#924_060718D. doi: 10.18563/m3.sf.924

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Scyliorhinus canicula 060718E View specimen

M3#923_060718E Head of a 23.5 cm long Scyliorhinus canicula male from a Mediterranean population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.923 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#923_060718E. doi: 10.18563/m3.sf.923

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Scyliorhinus canicula 060718F View specimen

M3#922_060718F Head of a 22.5 cm long Scyliorhinus canicula female from a Mediterranean population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.922 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#922_060718F. doi: 10.18563/m3.sf.922

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Scyliorhinus canicula 121218A View specimen

M3#921_121218A Head of a 31.0 cm long Scyliorhinus canicula female from a Mediterranean population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.921 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#921_121218A. doi: 10.18563/m3.sf.921

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Scyliorhinus canicula 121218B View specimen

M3#920_121218B Head of a 31.0 cm long Scyliorhinus canicula female from a Mediterranean population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.920 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#920_121218B. doi: 10.18563/m3.sf.920

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Scyliorhinus canicula 121218C View specimen

M3#919_121218C Head of a 31.0 cm long Scyliorhinus canicula female from a Mediterranean population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.919 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#919_121218C. doi: 10.18563/m3.sf.919

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Scyliorhinus canicula 121218D View specimen

M3#904_121218D Head of a 31.0 cm long Scyliorhinus canicula male from a Mediterranean population. Type: "3D_surfaces" 3D view: doi: 10.18563/m3.sf.904 Data citation: Berio F., Bayle Y., Agret S., Baum D., Goudemand N., Debiais-Thibaud M., 2022. M3#904_121218D. doi: 10.18563/m3.sf.904

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Bibliography

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