1. Comparing performance of catch-based and length-based stock assessment methods in data-limited fisheries
- Author
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Pons, Maite, Cope, Jason M., and Kell, Laurence T.
- Subjects
Fishes -- Methods -- Analysis ,Fisheries -- Methods -- Analysis ,Stocks -- Analysis -- Methods ,Developing countries -- Analysis -- Methods ,Fish industry -- Methods -- Analysis ,Information management -- Methods -- Analysis ,Information accessibility ,Earth sciences - Abstract
The quantity of data from many small-scale fisheries is insufficient to allow for the application of conventional assessment methods. Even though in many countries they are moving to closed-loop simulations to assess the performance of different management procedures in data-limited situations, managers in most developing countries are still demanding information on stock status. In this study we use the common metric of harvest rate to evaluate and compare the performance of the following catch-only and length-only assessment models: catch--maximum sustainable yield (Catch-MSY), depletion- based stock reduction analysis (DBSRA), simple Stock Synthesis (SSS), an extension of Catch-MSY (CMSY), length-based spawning potential ratio (LBSPR), length-based integrated mixed effects (LIME), and length-based Bayesian (LBB). In general, results were more biased for slightly depleted than for highly depleted stocks and for long- lived than for short-lived species. Length-based models, such as LIME, performed as well as catch-based methods in many scenarios, and among the catch-based models, the one with the best performance was SSS followed by CMSY. La quantite de donnees issues de nombreuses peches de petite envergure n'est pas assez grande pour permettre l'application de methodes devaluation classiques. Bien que, dans de nombreux pays, l'utilisation de simulations en boucle fermee pour evaluer la performance de differentes procedures de gestion en situation de donnees limitees soit de plus en plus repandue, les gestionnaires dans la plupart des pays en developpement requierent encore de l'information sur l'etat des stocks. Nous utilisons le taux de prises, un parametre repandu, pour evaluer et comparer la performance des modeles d'evaluation suivants bases uniquement sur les prises ou sur la longueur : rendement equilibre maximum--prises (<< Catch-MSY>>), analyse de diminution du stock basee sur l'appauvrissement (<< DBSRA >>), synthese simple des stocks (<< SSS >>), extension du modele Catch-MSY (<< CMSY>>), rapport de la capacite de frai basee sur la longueur (<< LBSPR>>), effets mixtes integres bases sur la longueur (<< LIME >>) et modele bayesien base sur la longueur (<< LBB >>). En general, les resultats sont plus biaises pour les stocks legerement appauvris que pour les stocks tres appauvris et pour les especes plus longevives que pour les especes moins longevives. Les modeles bases sur la longueur, tel que LIME, donnent des resultats aussi bons que les methodes basees sur les prises dans de nombreux scenarios et, parmi les modeles bases sur les prises, le SSS est celui qui donne les meilleurs resultats. [Traduit par la Redaction], Introduction Major commercial fish species usually have substantial sets of data that can be integrated by complex stock assessment models (e.g., Methot and Wetzel 2013); these data may include time [...]
- Published
- 2020
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