Categorizing Shallow Marine Soundscapes Using Explained Clusters

Categorizing Shallow Marine Soundscapes Using Explained Clusters

Natural marine soundscapes are being threatened by increasing anthropic noise, particularly in shallow coastal waters. To preserve and monitor these soundscapes, understanding them is essential. Here, we propose a new method for semi-supervised categorization of shallow marine soundscapes, with furt...

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Bibliographic Details
Main Authors: Clea Parcerisas, Irene T. Roca, Dick Botteldooren, Paul Devos, Elisabeth Debusschere
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Journal of Marine Science and Engineering
Subjects:
eco-acoustics
interpretable machine learning
marine soundscape
Random Forest
shallow water
SHAP
Online Access:https://www.mdpi.com/2077-1312/11/3/550

Internet

https://www.mdpi.com/2077-1312/11/3/550

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