Acoustic Classification of Juvenile Pacific Salmon (Oncorhynchus spp) and Pacific Herring (Clupea pallasii) Schools Using Random Forests

Acoustic Classification of Juvenile Pacific Salmon (Oncorhynchus spp) and Pacific Herring (Clupea pallasii) Schools Using Random Forests

Acoustic surveys are the standard approach for evaluating many fish stocks around the world. The analysis of such survey data requires the accurate echo-classification of target species. This classification is often challenging as many organisms exhibit overlapping characteristics in terms of shape,...

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Bibliographic Details
Main Authors: Shani Rousseau, Stéphane Gauthier, Chrys Neville, Stewart Johnson, Marc Trudel
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-07-01
Series:Frontiers in Marine Science
Subjects:
random forest
machine learning
acoustic classification
salmon
herring
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2022.857645/full

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