Using timelapse cameras and machine learning to enhance acoustic monitoring of small boat sound

Using timelapse cameras and machine learning to enhance acoustic monitoring of small boat sound

Small recreational boats are an omnipresent source of sound pollution in shallow coastal habitats, which can impact the behavior and physiology of a wide array of taxa. However, effective monitoring of this stressor is currently limited by a lack of tools. The present study coupled passive acoustic...

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Bibliographic Details
Main Authors: Louise Wilson, Rochelle Constantine, Tane van der Boon, Craig A. Radford
Format: Article
Language:English
Published: Elsevier 2022-09-01
Series:Ecological Indicators
Subjects:
Passive acoustic monitoring (PAM)
Deep learning
Anthropogenic sound
Sound pollution
Shallow coastal habitats
Convolutional neural network (CNN)
Online Access:http://www.sciencedirect.com/science/article/pii/S1470160X22006549

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http://www.sciencedirect.com/science/article/pii/S1470160X22006549

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