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We developed an integrated hierarchical Bayesian life cycle model thatsimultaneously estimates the abundance of post-smolts at sea, post-smoltsurvival rates, and proportions maturing as 1SW, for all SU in Northern Europe,Southern Europe and North America. The model is an age- and stage-based lifecycle model that considers 1SW and 2SW life history strategies and harmonizesthe life history dynamics among SU in North America and Europe. The newframework brought a major contribution to improve the scientific basis forAtlantic salmon stock assessment. It is a benchmark for the assessment andforecast models currently used by ICES for Atlantic salmon stock assessment inthe North Atlantic. ...

A hierarchical life cycle model for Atlantic salmon stock assessment at the North Atlantic basin scale