Separating underwater ambient noise from flow noise recorded on stereo acoustic tags attached to marine mammals

A.M.v.B.B. and P.B. were funded by The Netherlands Ministry of Defence. Fieldwork efforts and support for P.M. and F.S. was provided by the US Office of Naval Research [award numbers N00014-08-1-0984 and N00014-10-1-0355]. P.W. received a PhD studentship with matched funding from The Netherlands Min...

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Published in:Journal of Experimental Biology
Main Authors: von Benda-Beckmann, Alexander M., Wensveen, Paul Jacobus, Samarra, Filipa I. P., Beerens, S. Peter, Miller, Patrick J. O.
Other Authors: Office of Naval Research, University of St Andrews.School of Biology, University of St Andrews.Sea Mammal Research Unit, University of St Andrews.Marine Alliance for Science & Technology Scotland, University of St Andrews.Scottish Oceans Institute, University of St Andrews.Institute of Behavioural and Neural Sciences, University of St Andrews.Centre for Social Learning & Cognitive Evolution, University of St Andrews.Bioacoustics group
Format: Article in Journal/Newspaper
Language:English
Published: 2017
Subjects:
Online Access:https://hdl.handle.net/10023/10867
https://doi.org/10.1242/jeb.133116
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author von Benda-Beckmann, Alexander M.
Wensveen, Paul Jacobus
Samarra, Filipa I. P.
Beerens, S. Peter
Miller, Patrick J. O.
author2 Office of Naval Research
University of St Andrews.School of Biology
University of St Andrews.Sea Mammal Research Unit
University of St Andrews.Marine Alliance for Science & Technology Scotland
University of St Andrews.Scottish Oceans Institute
University of St Andrews.Institute of Behavioural and Neural Sciences
University of St Andrews.Centre for Social Learning & Cognitive Evolution
University of St Andrews.Bioacoustics group
author_facet von Benda-Beckmann, Alexander M.
Wensveen, Paul Jacobus
Samarra, Filipa I. P.
Beerens, S. Peter
Miller, Patrick J. O.
author_sort von Benda-Beckmann, Alexander M.
collection University of St Andrews: Digital Research Repository
container_title Journal of Experimental Biology
description A.M.v.B.B. and P.B. were funded by The Netherlands Ministry of Defence. Fieldwork efforts and support for P.M. and F.S. was provided by the US Office of Naval Research [award numbers N00014-08-1-0984 and N00014-10-1-0355]. P.W. received a PhD studentship with matched funding from The Netherlands Ministry of Defence (administered by The Netherlands Organisation for Applied Scientific Research, TNO) and UK Natural Environment Research Council [NE/J500276/1]. Sound-recording acoustic tags attached to marine animals are commonly used in behavioural studies. Measuring ambient noise is of interest to efforts to understand responses of marine mammals to anthropogenic underwater sound, or to assess their communication space. Noise of water flowing around the tag reflects the speed of the animal, but hinders ambient noise measurement. Here, we describe a correlation-based method for stereo acoustic tags to separate the relative contributions of flow and ambient noise. The uncorrelated part of the noise measured in digital acoustic recording tag (DTAG) recordings related well to swim speed of a humpback whale (Megaptera novaeangliae), thus providing a robust measure of flow noise over a wide frequency bandwidth. By removing measurements affected by flow noise, consistent ambient noise estimates were made for two killer whales (Orcinus orca) with DTAGs attached simultaneously. The method is applicable to any multi-channel acoustic tag, enabling application to a wide range of marine species. Peer reviewed
format Article in Journal/Newspaper
genre Humpback Whale
Megaptera novaeangliae
Orca
Orcinus orca
genre_facet Humpback Whale
Megaptera novaeangliae
Orca
Orcinus orca
id ftstandrewserep:oai:research-repository.st-andrews.ac.uk:10023/10867
institution Open Polar
language English
op_collection_id ftstandrewserep
op_doi https://doi.org/10.1242/jeb.133116
op_relation Journal of Experimental Biology
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doi:10.1242/jeb.133116
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op_rights © 2016, the Author(s). This work is made available online in accordance with the publisher’s policies. This is the author created, accepted version manuscript following peer review and may differ slightly from the final published version. The final published version of this work is available at jeb.biologists.org / https://dx.doi.org/10.1242/jeb.133116
publishDate 2017
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spelling ftstandrewserep:oai:research-repository.st-andrews.ac.uk:10023/10867 2025-04-13T14:20:24+00:00 Separating underwater ambient noise from flow noise recorded on stereo acoustic tags attached to marine mammals von Benda-Beckmann, Alexander M. Wensveen, Paul Jacobus Samarra, Filipa I. P. Beerens, S. Peter Miller, Patrick J. O. Office of Naval Research University of St Andrews.School of Biology University of St Andrews.Sea Mammal Research Unit University of St Andrews.Marine Alliance for Science & Technology Scotland University of St Andrews.Scottish Oceans Institute University of St Andrews.Institute of Behavioural and Neural Sciences University of St Andrews.Centre for Social Learning & Cognitive Evolution University of St Andrews.Bioacoustics group 2017-05-26 5 7749902 application/pdf https://hdl.handle.net/10023/10867 https://doi.org/10.1242/jeb.133116 eng eng Journal of Experimental Biology 245502114 84982969116 27229472 000380801900013 https://hdl.handle.net/10023/10867 doi:10.1242/jeb.133116 N00014 08 1 0984 © 2016, the Author(s). This work is made available online in accordance with the publisher’s policies. This is the author created, accepted version manuscript following peer review and may differ slightly from the final published version. The final published version of this work is available at jeb.biologists.org / https://dx.doi.org/10.1242/jeb.133116 DTAG Megaptera novaeangliae Orcinus orca QH301 Biology Ecology Evolution Behavior and Systematics Physiology General Medicine Aquatic Science Animal Science and Zoology Molecular Biology Insect Science SDG 14 - Life Below Water QH301 Journal article 2017 ftstandrewserep https://doi.org/10.1242/jeb.133116 2025-03-19T08:01:33Z A.M.v.B.B. and P.B. were funded by The Netherlands Ministry of Defence. Fieldwork efforts and support for P.M. and F.S. was provided by the US Office of Naval Research [award numbers N00014-08-1-0984 and N00014-10-1-0355]. P.W. received a PhD studentship with matched funding from The Netherlands Ministry of Defence (administered by The Netherlands Organisation for Applied Scientific Research, TNO) and UK Natural Environment Research Council [NE/J500276/1]. Sound-recording acoustic tags attached to marine animals are commonly used in behavioural studies. Measuring ambient noise is of interest to efforts to understand responses of marine mammals to anthropogenic underwater sound, or to assess their communication space. Noise of water flowing around the tag reflects the speed of the animal, but hinders ambient noise measurement. Here, we describe a correlation-based method for stereo acoustic tags to separate the relative contributions of flow and ambient noise. The uncorrelated part of the noise measured in digital acoustic recording tag (DTAG) recordings related well to swim speed of a humpback whale (Megaptera novaeangliae), thus providing a robust measure of flow noise over a wide frequency bandwidth. By removing measurements affected by flow noise, consistent ambient noise estimates were made for two killer whales (Orcinus orca) with DTAGs attached simultaneously. The method is applicable to any multi-channel acoustic tag, enabling application to a wide range of marine species. Peer reviewed Article in Journal/Newspaper Humpback Whale Megaptera novaeangliae Orca Orcinus orca University of St Andrews: Digital Research Repository Journal of Experimental Biology
spellingShingle DTAG
Megaptera novaeangliae
Orcinus orca
QH301 Biology
Ecology
Evolution
Behavior and Systematics
Physiology
General Medicine
Aquatic Science
Animal Science and Zoology
Molecular Biology
Insect Science
SDG 14 - Life Below Water
QH301
von Benda-Beckmann, Alexander M.
Wensveen, Paul Jacobus
Samarra, Filipa I. P.
Beerens, S. Peter
Miller, Patrick J. O.
Separating underwater ambient noise from flow noise recorded on stereo acoustic tags attached to marine mammals
title Separating underwater ambient noise from flow noise recorded on stereo acoustic tags attached to marine mammals
title_full Separating underwater ambient noise from flow noise recorded on stereo acoustic tags attached to marine mammals
title_fullStr Separating underwater ambient noise from flow noise recorded on stereo acoustic tags attached to marine mammals
title_full_unstemmed Separating underwater ambient noise from flow noise recorded on stereo acoustic tags attached to marine mammals
title_short Separating underwater ambient noise from flow noise recorded on stereo acoustic tags attached to marine mammals
title_sort separating underwater ambient noise from flow noise recorded on stereo acoustic tags attached to marine mammals
topic DTAG
Megaptera novaeangliae
Orcinus orca
QH301 Biology
Ecology
Evolution
Behavior and Systematics
Physiology
General Medicine
Aquatic Science
Animal Science and Zoology
Molecular Biology
Insect Science
SDG 14 - Life Below Water
QH301
topic_facet DTAG
Megaptera novaeangliae
Orcinus orca
QH301 Biology
Ecology
Evolution
Behavior and Systematics
Physiology
General Medicine
Aquatic Science
Animal Science and Zoology
Molecular Biology
Insect Science
SDG 14 - Life Below Water
QH301
url https://hdl.handle.net/10023/10867
https://doi.org/10.1242/jeb.133116