TY - JOUR
T1 - Evaluation of otolith shape as a tool for stock discrimination in marine fishes using Baltic Sea cod as a case study
AU - Hüssy, Karin
AU - Mosegaard, Henrik
AU - Albertsen, Christoffer Moesgaard
AU - Eg Nielsen, Einar
AU - Hansen, Jakob Hemmer
AU - Eero, Margit
PY - 2016
Y1 - 2016
N2 - In the Western Baltic Sea two genetically distinct cod stocks “Eastern Baltic cod” and “Western Balticcod” occur with considerable mixing of stocks. In this study we evaluated the applicability of otolithshape analysis for classification of individuals caught in the mixed stock cod fishery, using SNP (singlenucleotide polymorphism) based genetic assignment of otolith shape baselines. We further developeda management aimed approach for mixed stock assignment by robust stochastic baseline selection andposterior bias correction by individual reassignment of the least likely classifications into the alternatestock. Classification criteria selected by Monte Carlo runs of Linear Discriminant Analysis were capturedby otolith area and 20 Elliptic Fourier Descriptors of primarily low frequency harmonics. Classificationsuccess was considerably lower when using a baseline of spawning individuals only, compared to thebetter spatial coverage of a combined baseline also including genotyped individuals from the mixed stockarea. Furthermore, the inclusion of genotyped individuals balanced the baseline size composition and toa large extent removed a strong size related bias in classification success. These results demonstrate theinterplay of environmental, ontogenetic and genetic influences on otolith shape, which complicates theapplication of otolith shape for stock discrimination in mixed-stock scenarios. Rigours genetic validationand further studies on the temporal dynamics of shape formation are necessary.
AB - In the Western Baltic Sea two genetically distinct cod stocks “Eastern Baltic cod” and “Western Balticcod” occur with considerable mixing of stocks. In this study we evaluated the applicability of otolithshape analysis for classification of individuals caught in the mixed stock cod fishery, using SNP (singlenucleotide polymorphism) based genetic assignment of otolith shape baselines. We further developeda management aimed approach for mixed stock assignment by robust stochastic baseline selection andposterior bias correction by individual reassignment of the least likely classifications into the alternatestock. Classification criteria selected by Monte Carlo runs of Linear Discriminant Analysis were capturedby otolith area and 20 Elliptic Fourier Descriptors of primarily low frequency harmonics. Classificationsuccess was considerably lower when using a baseline of spawning individuals only, compared to thebetter spatial coverage of a combined baseline also including genotyped individuals from the mixed stockarea. Furthermore, the inclusion of genotyped individuals balanced the baseline size composition and toa large extent removed a strong size related bias in classification success. These results demonstrate theinterplay of environmental, ontogenetic and genetic influences on otolith shape, which complicates theapplication of otolith shape for stock discrimination in mixed-stock scenarios. Rigours genetic validationand further studies on the temporal dynamics of shape formation are necessary.
U2 - 10.1016/j.fishres.2015.10.010
DO - 10.1016/j.fishres.2015.10.010
M3 - Journal article
SN - 0165-7836
VL - 174
SP - 210
EP - 218
JO - Fisheries Research
JF - Fisheries Research
ER -