“…Indeed, the external contour or shape of the otoliths has been studied by using several techniques, including univariate descriptors such as shape factors that include roundness or circularity (Tuset et al 2003), geometric morphometrics (Vergara-Solana et al 2013), wavelet functions (Ferri et al 2018), growth markers (Benzinou et al 2013), curvature scale space (Mapp et al 2017), and geodesic methods (Benzinou et al 2013). Although, the elliptical Fourier analysis (EFA) remains the most widely used method for describing and characterizing outlines, capturing outline information efficiently in a quantifiable manner has been widely used to describe the variation of the otolith shape between fish species in stock discrimination and analysis of population structure of diverse species (Mahé et al 2019).…”