Abstract
A spatially and environmentally explicit egg production model is developed to accommodate a number of assumptions about the relationship between egg production and mortality and associated environmental variables. The general model was tested under different assumptions for Atlanto-Iberian sardine. It provides a flexible estimator of egg production, in which a range of assumptions and hypotheses can be tested in a structured manner within a well-defined statistical framework. Application of the model to Atlanto-Iberian sardine increased the precision of the egg production time-series, and allowed improvements to be made in understanding the spatio-temporal variability in egg production, as well as implications for ecology and stock assessment.
Original language | English |
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Pages (from-to) | 528-536 |
Number of pages | 9 |
Journal | ICES Journal of Marine Science |
Volume | 68 |
Issue number | 3 |
DOIs | |
Publication status | Published - Mar 2011 |
Keywords
- egg production
- GAM
- mortality
- Sardina pilchardus
- sardine
- spatially explicit models
- GENERALIZED ADDITIVE-MODELS
- CALIFORNIA
- BIOMASS