Mono-hydrophone localization of baleen whales: a study of propagation using a spectral element method applied in Northern Chile

International audience In the context of passive acoustic monitoring of large whales, we propose a new method for localizing blue whales (Balaenoptera musculus) from the acoustic recordings of only one sensor. We use a precise modelling of the sound propagation thanks to SPECFEM, a spectral element...

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Published in:OCEANS 2019 - Marseille
Main Authors: Patris, Julie, Komatitsch, Dimitri, Sepúlveda, Maritza, Santos, Macarena, Glotin, Hervé, Malige, Franck, Buchan, Susannah, Asch, Mark
Other Authors: DYNamiques de l’Information (DYNI), Laboratoire d'Informatique et des Systèmes (LIS) (Marseille, Toulon) (LIS), Aix Marseille Université (AMU)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS)-Aix Marseille Université (AMU)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS), Ondes et Imagerie (O&I), Laboratoire de Mécanique et d'Acoustique Marseille (LMA ), Aix Marseille Université (AMU)-École Centrale de Marseille (ECM)-Centre National de la Recherche Scientifique (CNRS)-Aix Marseille Université (AMU)-École Centrale de Marseille (ECM)-Centre National de la Recherche Scientifique (CNRS), Universidad de Concepción - University of Concepcion Chile, Laboratoire Amiénois de Mathématique Fondamentale et Appliquée (LAMFA), Université de Picardie Jules Verne (UPJV)-Centre National de la Recherche Scientifique (CNRS), PNRIA, ANR-18-CE40-0014,SMILES,Modélisation et Inférence Statistique pour l'Apprentissage non-supervisé à partir de Données Massives(2018)
Format: Conference Object
Language:English
Published: HAL CCSD 2019
Subjects:
Online Access:https://hal.science/hal-02440437
https://hal.science/hal-02440437/document
https://hal.science/hal-02440437/file/Patris.pdf
https://doi.org/10.1109/OCEANSE.2019.8867333
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spelling ftunivaixmarseil:oai:HAL:hal-02440437v1 2024-04-21T07:57:51+00:00 Mono-hydrophone localization of baleen whales: a study of propagation using a spectral element method applied in Northern Chile Patris, Julie Komatitsch, Dimitri Sepúlveda, Maritza Santos, Macarena Glotin, Hervé Malige, Franck Buchan, Susannah Asch, Mark DYNamiques de l’Information (DYNI) Laboratoire d'Informatique et des Systèmes (LIS) (Marseille, Toulon) (LIS) Aix Marseille Université (AMU)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS)-Aix Marseille Université (AMU)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS) Ondes et Imagerie (O&I) Laboratoire de Mécanique et d'Acoustique Marseille (LMA ) Aix Marseille Université (AMU)-École Centrale de Marseille (ECM)-Centre National de la Recherche Scientifique (CNRS)-Aix Marseille Université (AMU)-École Centrale de Marseille (ECM)-Centre National de la Recherche Scientifique (CNRS) Universidad de Concepción - University of Concepcion Chile Laboratoire Amiénois de Mathématique Fondamentale et Appliquée (LAMFA) Université de Picardie Jules Verne (UPJV)-Centre National de la Recherche Scientifique (CNRS) PNRIA ANR-18-CE40-0014,SMILES,Modélisation et Inférence Statistique pour l'Apprentissage non-supervisé à partir de Données Massives(2018) Marseille, France 2019-06-17 https://hal.science/hal-02440437 https://hal.science/hal-02440437/document https://hal.science/hal-02440437/file/Patris.pdf https://doi.org/10.1109/OCEANSE.2019.8867333 en eng HAL CCSD info:eu-repo/semantics/altIdentifier/doi/10.1109/OCEANSE.2019.8867333 hal-02440437 https://hal.science/hal-02440437 https://hal.science/hal-02440437/document https://hal.science/hal-02440437/file/Patris.pdf doi:10.1109/OCEANSE.2019.8867333 info:eu-repo/semantics/OpenAccess OCEANS 2019 - Marseille Oceans 2019 https://hal.science/hal-02440437 Oceans 2019, Jun 2019, Marseille, France. ⟨10.1109/OCEANSE.2019.8867333⟩ acoustic propagation underwater acoustics source localization bioacoustics [PHYS.MECA.ACOU]Physics [physics]/Mechanics [physics]/Acoustics [physics.class-ph] info:eu-repo/semantics/conferenceObject Conference papers 2019 ftunivaixmarseil https://doi.org/10.1109/OCEANSE.2019.8867333 2024-03-28T01:11:37Z International audience In the context of passive acoustic monitoring of large whales, we propose a new method for localizing blue whales (Balaenoptera musculus) from the acoustic recordings of only one sensor. We use a precise modelling of the sound propagation thanks to SPECFEM, a spectral element code for solving wave propagation equations. Based on field measurements in Northern Chile, we ran a simulation on a large supercomputer. We also exploited a recording device, Bombyx II, for one and a half months, with visual monitoring of the zone by a group of experts. We find that the method applied to the south east Pacific song of blue whales gives theoretical results of about 50% success in position recovery. Since we have redundancy in our data, we were able to locate the whale with a precision of 500 m over a box of 10 km by 5 km in the case when we have both visual detection and a strong acoustic signal. More tests should be performed before validating this method, but these first results are encouraging. Conference Object Balaenoptera musculus baleen whales Aix-Marseille Université: HAL OCEANS 2019 - Marseille 1 9
institution Open Polar
collection Aix-Marseille Université: HAL
op_collection_id ftunivaixmarseil
language English
topic acoustic propagation
underwater acoustics
source localization
bioacoustics
[PHYS.MECA.ACOU]Physics [physics]/Mechanics [physics]/Acoustics [physics.class-ph]
spellingShingle acoustic propagation
underwater acoustics
source localization
bioacoustics
[PHYS.MECA.ACOU]Physics [physics]/Mechanics [physics]/Acoustics [physics.class-ph]
Patris, Julie
Komatitsch, Dimitri
Sepúlveda, Maritza
Santos, Macarena
Glotin, Hervé
Malige, Franck
Buchan, Susannah
Asch, Mark
Mono-hydrophone localization of baleen whales: a study of propagation using a spectral element method applied in Northern Chile
topic_facet acoustic propagation
underwater acoustics
source localization
bioacoustics
[PHYS.MECA.ACOU]Physics [physics]/Mechanics [physics]/Acoustics [physics.class-ph]
description International audience In the context of passive acoustic monitoring of large whales, we propose a new method for localizing blue whales (Balaenoptera musculus) from the acoustic recordings of only one sensor. We use a precise modelling of the sound propagation thanks to SPECFEM, a spectral element code for solving wave propagation equations. Based on field measurements in Northern Chile, we ran a simulation on a large supercomputer. We also exploited a recording device, Bombyx II, for one and a half months, with visual monitoring of the zone by a group of experts. We find that the method applied to the south east Pacific song of blue whales gives theoretical results of about 50% success in position recovery. Since we have redundancy in our data, we were able to locate the whale with a precision of 500 m over a box of 10 km by 5 km in the case when we have both visual detection and a strong acoustic signal. More tests should be performed before validating this method, but these first results are encouraging.
author2 DYNamiques de l’Information (DYNI)
Laboratoire d'Informatique et des Systèmes (LIS) (Marseille, Toulon) (LIS)
Aix Marseille Université (AMU)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS)-Aix Marseille Université (AMU)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS)
Ondes et Imagerie (O&I)
Laboratoire de Mécanique et d'Acoustique Marseille (LMA )
Aix Marseille Université (AMU)-École Centrale de Marseille (ECM)-Centre National de la Recherche Scientifique (CNRS)-Aix Marseille Université (AMU)-École Centrale de Marseille (ECM)-Centre National de la Recherche Scientifique (CNRS)
Universidad de Concepción - University of Concepcion Chile
Laboratoire Amiénois de Mathématique Fondamentale et Appliquée (LAMFA)
Université de Picardie Jules Verne (UPJV)-Centre National de la Recherche Scientifique (CNRS)
PNRIA
ANR-18-CE40-0014,SMILES,Modélisation et Inférence Statistique pour l'Apprentissage non-supervisé à partir de Données Massives(2018)
format Conference Object
author Patris, Julie
Komatitsch, Dimitri
Sepúlveda, Maritza
Santos, Macarena
Glotin, Hervé
Malige, Franck
Buchan, Susannah
Asch, Mark
author_facet Patris, Julie
Komatitsch, Dimitri
Sepúlveda, Maritza
Santos, Macarena
Glotin, Hervé
Malige, Franck
Buchan, Susannah
Asch, Mark
author_sort Patris, Julie
title Mono-hydrophone localization of baleen whales: a study of propagation using a spectral element method applied in Northern Chile
title_short Mono-hydrophone localization of baleen whales: a study of propagation using a spectral element method applied in Northern Chile
title_full Mono-hydrophone localization of baleen whales: a study of propagation using a spectral element method applied in Northern Chile
title_fullStr Mono-hydrophone localization of baleen whales: a study of propagation using a spectral element method applied in Northern Chile
title_full_unstemmed Mono-hydrophone localization of baleen whales: a study of propagation using a spectral element method applied in Northern Chile
title_sort mono-hydrophone localization of baleen whales: a study of propagation using a spectral element method applied in northern chile
publisher HAL CCSD
publishDate 2019
url https://hal.science/hal-02440437
https://hal.science/hal-02440437/document
https://hal.science/hal-02440437/file/Patris.pdf
https://doi.org/10.1109/OCEANSE.2019.8867333
op_coverage Marseille, France
genre Balaenoptera musculus
baleen whales
genre_facet Balaenoptera musculus
baleen whales
op_source OCEANS 2019 - Marseille
Oceans 2019
https://hal.science/hal-02440437
Oceans 2019, Jun 2019, Marseille, France. ⟨10.1109/OCEANSE.2019.8867333⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.1109/OCEANSE.2019.8867333
hal-02440437
https://hal.science/hal-02440437
https://hal.science/hal-02440437/document
https://hal.science/hal-02440437/file/Patris.pdf
doi:10.1109/OCEANSE.2019.8867333
op_rights info:eu-repo/semantics/OpenAccess
op_doi https://doi.org/10.1109/OCEANSE.2019.8867333
container_title OCEANS 2019 - Marseille
container_start_page 1
op_container_end_page 9
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