Using nonlinear time warping to estimate North Pacific right whale calling depths in the Bering Sea

International audience Calling depth distributions are estimated for two types of calls produced by critically endangered eastern North Pacific right whales (NPRWs) in the Bering Sea, using passive acoustic data collected with bottom-mounted hydrophone recorders. Nonlinear time resampling of 12 NPRW...

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Published in:The Journal of the Acoustical Society of America
Main Authors: Thode, Aaron, Bonnel, Julien, Thieury, Margaux, Fagan, Aileen, Verlinden, Chris, Wright, Dana, Berchok, Catherine, Crance, Jessica L.
Other Authors: Scripps Institution of Oceanography (SIO - UC San Diego), University of California San Diego (UC San Diego), University of California (UC)-University of California (UC), Lab-STICC_ENSTAB_CID_TOMS, Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance (Lab-STICC), École Nationale d'Ingénieurs de Brest (ENIB)-Université de Bretagne Sud (UBS)-Université de Brest (UBO)-École Nationale Supérieure de Techniques Avancées Bretagne (ENSTA Bretagne)-Institut Mines-Télécom Paris (IMT)-Centre National de la Recherche Scientifique (CNRS)-Université Bretagne Loire (UBL)-IMT Atlantique (IMT Atlantique), Institut Mines-Télécom Paris (IMT)-École Nationale d'Ingénieurs de Brest (ENIB)-Université de Bretagne Sud (UBS)-Université de Brest (UBO)-École Nationale Supérieure de Techniques Avancées Bretagne (ENSTA Bretagne)-Institut Mines-Télécom Paris (IMT)-Centre National de la Recherche Scientifique (CNRS)-Université Bretagne Loire (UBL)-IMT Atlantique (IMT Atlantique), Institut Mines-Télécom Paris (IMT), Pôle STIC_AP, École Nationale Supérieure de Techniques Avancées Bretagne (ENSTA Bretagne), United States Coast Guard Academy, National Marine Mammal Laboratory (MML), Alaska Fisheries Science Center (AFSC), NOAA National Marine Fisheries Service (NMFS), National Oceanic and Atmospheric Administration (NOAA)-National Oceanic and Atmospheric Administration (NOAA)-NOAA National Marine Fisheries Service (NMFS), National Oceanic and Atmospheric Administration (NOAA)-National Oceanic and Atmospheric Administration (NOAA)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2017
Subjects:
Online Access:https://hal.science/hal-01656384
https://doi.org/10.1121/1.4982200
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record_format openpolar
spelling ftunivbrest:oai:HAL:hal-01656384v1 2024-02-11T10:02:32+01:00 Using nonlinear time warping to estimate North Pacific right whale calling depths in the Bering Sea Thode, Aaron Bonnel, Julien Thieury, Margaux Fagan, Aileen Verlinden, Chris Wright, Dana Berchok, Catherine Crance, Jessica L. Scripps Institution of Oceanography (SIO - UC San Diego) University of California San Diego (UC San Diego) University of California (UC)-University of California (UC) Lab-STICC_ENSTAB_CID_TOMS Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance (Lab-STICC) École Nationale d'Ingénieurs de Brest (ENIB)-Université de Bretagne Sud (UBS)-Université de Brest (UBO)-École Nationale Supérieure de Techniques Avancées Bretagne (ENSTA Bretagne)-Institut Mines-Télécom Paris (IMT)-Centre National de la Recherche Scientifique (CNRS)-Université Bretagne Loire (UBL)-IMT Atlantique (IMT Atlantique) Institut Mines-Télécom Paris (IMT)-École Nationale d'Ingénieurs de Brest (ENIB)-Université de Bretagne Sud (UBS)-Université de Brest (UBO)-École Nationale Supérieure de Techniques Avancées Bretagne (ENSTA Bretagne)-Institut Mines-Télécom Paris (IMT)-Centre National de la Recherche Scientifique (CNRS)-Université Bretagne Loire (UBL)-IMT Atlantique (IMT Atlantique) Institut Mines-Télécom Paris (IMT) Pôle STIC_AP École Nationale Supérieure de Techniques Avancées Bretagne (ENSTA Bretagne) United States Coast Guard Academy National Marine Mammal Laboratory (MML) Alaska Fisheries Science Center (AFSC) NOAA National Marine Fisheries Service (NMFS) National Oceanic and Atmospheric Administration (NOAA)-National Oceanic and Atmospheric Administration (NOAA)-NOAA National Marine Fisheries Service (NMFS) National Oceanic and Atmospheric Administration (NOAA)-National Oceanic and Atmospheric Administration (NOAA) 2017-04-03 https://hal.science/hal-01656384 https://doi.org/10.1121/1.4982200 en eng HAL CCSD Acoustical Society of America info:eu-repo/semantics/altIdentifier/doi/10.1121/1.4982200 hal-01656384 https://hal.science/hal-01656384 doi:10.1121/1.4982200 ISSN: 0001-4966 EISSN: 1520-8524 Journal of the Acoustical Society of America https://hal.science/hal-01656384 Journal of the Acoustical Society of America, 2017, 141 (5), pp.3059-3069. ⟨10.1121/1.4982200⟩ Agroacoustics Speed of sound Seas Oceans Acoustic analysis [SPI.ACOU]Engineering Sciences [physics]/Acoustics [physics.class-ph] info:eu-repo/semantics/article Journal articles 2017 ftunivbrest https://doi.org/10.1121/1.4982200 2024-01-16T23:39:46Z International audience Calling depth distributions are estimated for two types of calls produced by critically endangered eastern North Pacific right whales (NPRWs) in the Bering Sea, using passive acoustic data collected with bottom-mounted hydrophone recorders. Nonlinear time resampling of 12 NPRW "upcalls" and 20 "gunshots" recorded in a critical NPRW habitat isolated individual normal mode arrivals from each call. The relative modal arrival times permitted range estimates between 1 and 40 km, while the relative modal amplitudes permitted call depth estimates, provided that environmental inversions were obtained from high signal-to-noise ratio calls. Gunshot sounds were generally only produced at a few meters depth, while upcall depths clustered between 10 and 25 m, consistent with previously published bioacoustic tagging results from North Atlantic right whales. A Wilcoxon rank sum test rejected the null hypothesis that the mean calling depths of the two call types were the same (p = 2.9 × 10-5); the null hypothesis was still rejected if the sample set was restricted to one call per acoustic encounter (p = 0.02). Propagation modeling demonstrates that deeper depths enhance acoustic propagation and that source depth estimates impact both NPRW upcall source level and detection range estimates. Article in Journal/Newspaper Bering Sea North Atlantic North Pacific right whale Université de Bretagne Occidentale: HAL Bering Sea Pacific The Journal of the Acoustical Society of America 141 5 3059 3069
institution Open Polar
collection Université de Bretagne Occidentale: HAL
op_collection_id ftunivbrest
language English
topic Agroacoustics
Speed of sound
Seas
Oceans
Acoustic analysis
[SPI.ACOU]Engineering Sciences [physics]/Acoustics [physics.class-ph]
spellingShingle Agroacoustics
Speed of sound
Seas
Oceans
Acoustic analysis
[SPI.ACOU]Engineering Sciences [physics]/Acoustics [physics.class-ph]
Thode, Aaron
Bonnel, Julien
Thieury, Margaux
Fagan, Aileen
Verlinden, Chris
Wright, Dana
Berchok, Catherine
Crance, Jessica L.
Using nonlinear time warping to estimate North Pacific right whale calling depths in the Bering Sea
topic_facet Agroacoustics
Speed of sound
Seas
Oceans
Acoustic analysis
[SPI.ACOU]Engineering Sciences [physics]/Acoustics [physics.class-ph]
description International audience Calling depth distributions are estimated for two types of calls produced by critically endangered eastern North Pacific right whales (NPRWs) in the Bering Sea, using passive acoustic data collected with bottom-mounted hydrophone recorders. Nonlinear time resampling of 12 NPRW "upcalls" and 20 "gunshots" recorded in a critical NPRW habitat isolated individual normal mode arrivals from each call. The relative modal arrival times permitted range estimates between 1 and 40 km, while the relative modal amplitudes permitted call depth estimates, provided that environmental inversions were obtained from high signal-to-noise ratio calls. Gunshot sounds were generally only produced at a few meters depth, while upcall depths clustered between 10 and 25 m, consistent with previously published bioacoustic tagging results from North Atlantic right whales. A Wilcoxon rank sum test rejected the null hypothesis that the mean calling depths of the two call types were the same (p = 2.9 × 10-5); the null hypothesis was still rejected if the sample set was restricted to one call per acoustic encounter (p = 0.02). Propagation modeling demonstrates that deeper depths enhance acoustic propagation and that source depth estimates impact both NPRW upcall source level and detection range estimates.
author2 Scripps Institution of Oceanography (SIO - UC San Diego)
University of California San Diego (UC San Diego)
University of California (UC)-University of California (UC)
Lab-STICC_ENSTAB_CID_TOMS
Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance (Lab-STICC)
École Nationale d'Ingénieurs de Brest (ENIB)-Université de Bretagne Sud (UBS)-Université de Brest (UBO)-École Nationale Supérieure de Techniques Avancées Bretagne (ENSTA Bretagne)-Institut Mines-Télécom Paris (IMT)-Centre National de la Recherche Scientifique (CNRS)-Université Bretagne Loire (UBL)-IMT Atlantique (IMT Atlantique)
Institut Mines-Télécom Paris (IMT)-École Nationale d'Ingénieurs de Brest (ENIB)-Université de Bretagne Sud (UBS)-Université de Brest (UBO)-École Nationale Supérieure de Techniques Avancées Bretagne (ENSTA Bretagne)-Institut Mines-Télécom Paris (IMT)-Centre National de la Recherche Scientifique (CNRS)-Université Bretagne Loire (UBL)-IMT Atlantique (IMT Atlantique)
Institut Mines-Télécom Paris (IMT)
Pôle STIC_AP
École Nationale Supérieure de Techniques Avancées Bretagne (ENSTA Bretagne)
United States Coast Guard Academy
National Marine Mammal Laboratory (MML)
Alaska Fisheries Science Center (AFSC)
NOAA National Marine Fisheries Service (NMFS)
National Oceanic and Atmospheric Administration (NOAA)-National Oceanic and Atmospheric Administration (NOAA)-NOAA National Marine Fisheries Service (NMFS)
National Oceanic and Atmospheric Administration (NOAA)-National Oceanic and Atmospheric Administration (NOAA)
format Article in Journal/Newspaper
author Thode, Aaron
Bonnel, Julien
Thieury, Margaux
Fagan, Aileen
Verlinden, Chris
Wright, Dana
Berchok, Catherine
Crance, Jessica L.
author_facet Thode, Aaron
Bonnel, Julien
Thieury, Margaux
Fagan, Aileen
Verlinden, Chris
Wright, Dana
Berchok, Catherine
Crance, Jessica L.
author_sort Thode, Aaron
title Using nonlinear time warping to estimate North Pacific right whale calling depths in the Bering Sea
title_short Using nonlinear time warping to estimate North Pacific right whale calling depths in the Bering Sea
title_full Using nonlinear time warping to estimate North Pacific right whale calling depths in the Bering Sea
title_fullStr Using nonlinear time warping to estimate North Pacific right whale calling depths in the Bering Sea
title_full_unstemmed Using nonlinear time warping to estimate North Pacific right whale calling depths in the Bering Sea
title_sort using nonlinear time warping to estimate north pacific right whale calling depths in the bering sea
publisher HAL CCSD
publishDate 2017
url https://hal.science/hal-01656384
https://doi.org/10.1121/1.4982200
geographic Bering Sea
Pacific
geographic_facet Bering Sea
Pacific
genre Bering Sea
North Atlantic
North Pacific right whale
genre_facet Bering Sea
North Atlantic
North Pacific right whale
op_source ISSN: 0001-4966
EISSN: 1520-8524
Journal of the Acoustical Society of America
https://hal.science/hal-01656384
Journal of the Acoustical Society of America, 2017, 141 (5), pp.3059-3069. ⟨10.1121/1.4982200⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.1121/1.4982200
hal-01656384
https://hal.science/hal-01656384
doi:10.1121/1.4982200
op_doi https://doi.org/10.1121/1.4982200
container_title The Journal of the Acoustical Society of America
container_volume 141
container_issue 5
container_start_page 3059
op_container_end_page 3069
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