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Unsupervised Bayesian reconstruction of individual life histories from otolith signatures: case study of Sr : Ca transects of European eel (Anguilla anguilla) otoliths ArchiMer
Fablet, Ronan; Daverat, Françoise; De Pontual, Helene.
The reconstruction of individual life histories from chemical otolith measures is stated as an unsupervised signal-processing issue embedded in a Bayesian framework. This computational methodology was applied to a set of 192 European eel (Anguilla anguilla) otoliths. It provided a robust and unsupervised analysis of the individual chronologies of habitat use (either river, estuary, or coastal) from Sr:Ca measures acquired along an otolith growth axis. Links between Sr:Ca values and habitat, age, and season and the likelihood of the transitions from one habitat type to another were modelled. Major movement characteristics such as age at transition between habitats and time spent in each habitat were estimated. As a straightforward output, an unsupervised...
Tipo: Text Palavras-chave: Otolith microchemistry; Hidden Markov models; Gaussian mixture models; Bayesian labeling; Fish otoliths; Individual life histories.
Ano: 2007 URL: http://archimer.ifremer.fr/doc/2007/publication-2533.pdf
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