A machine learning approach for protected species bycatch estimation

IntroductionMonitoring bycatch of protected species is a fisheries management priority. In practice, protected species bycatch is difficult to precisely or accurately estimate with commonly used ratio estimators or parametric, linear model-based methods. Machine-learning algorithms have been propose...

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Bibliographic Details
Main Authors: Christopher A. Long, Robert N. M. Ahrens, T. Todd Jones, Zachary A. Siders
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-04-01
Series:Frontiers in Marine Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2024.1331292/full