Ensemble Modelling of Skipjack Tuna (<i>Katsuwonus pelamis</i>) Habitats in the Western North Pacific Using Satellite Remotely Sensed Data; a Comparative Analysis Using Machine-Learning Models

Ensemble Modelling of Skipjack Tuna (<i>Katsuwonus pelamis</i>) Habitats in the Western North Pacific Using Satellite Remotely Sensed Data; a Comparative Analysis Using Machine-Learning Models

To examine skipjack tuna’s habitat utilization in the western North Pacific (WNP) we used an ensemble modelling approach, which applied a fisher- derived presence-only dataset and three satellite remote-sensing predictor variables. The skipjack tuna data were compiled from daily point fishing data i...

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Bibliographic Details
Main Authors: Robinson Mugo, Sei-Ichi Saitoh
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Remote Sensing
Subjects:
ensemble modelling
machine learning
skipjack tuna
western north pacific
satellite remote sensing
fisheries oceanography
Online Access:https://www.mdpi.com/2072-4292/12/16/2591

Internet

https://www.mdpi.com/2072-4292/12/16/2591

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