title: A landmark analysis-based approach to age and sex classification of the skull of the Mediterranean monk seal (Monachus monachus) (Hermann, 1779).
abstract: This work aimed at applying geometric morphometric analysis techniques to the skull of the Mediterranean monk seal (Monachus monachus, Hermann, 1779). Inferential analyses were performed using a non-parameteric permutation framework based on a series of skulls of different age classes belonging to individuals of both sexes. Our goal was to establish whether a statistical approach based on osteometric measurements and surface analysis of photographs of the left lateral plane of the skull may lead to a different and scientifically sound method of age and sex classification in this critically endangered marine mammal. Our data indicate that non-parametric combination methodology enables the researcher to give local assessment using a combination with domains. Developing geometric morphometric techniques in a non-parametric permutation framework could be useful in solving high dimensional and small sample size problems as well as classification problems, including zoological classification of specimens within a specific population. The Mediterranean monk seal is believed to be the world's rarest pinniped and one of the most endangered mammals of the world, with fewer than 600 individuals currently surviving. The use of shape analysis would allow new insights into the biological characteristics of the monk seal by simply extracting potentially new information on age and size from museal specimens.
authors.affiliation: Department of Management and Engineering, University of Padova, via S. Nicola 3, 36100 Vicenza, Italy.
authors.forename: C
authors.initials: C
authors.lastname: Brombin
authors.forename: G
authors.initials: G
authors.lastname: Mo
authors.forename: A
authors.initials: A
authors.lastname: Zotti
authors.forename: M
authors.initials: M
authors.lastname: Giurisato
authors.forename: L
authors.initials: L
authors.lastname: Salmaso
authors.forename: B
authors.initials: B
authors.lastname: Cozzi
mesh_terms: D000375:Aging; D000818:Animals; D005260:Female; D008297:Male; D046048:Seals, Earless / Q000033:anatomy & histology* / Q000502:physiology*; D012727:Sex Characteristics; D012886:Skull / Q000033:anatomy & histology*