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...
Published in: | OCEANS 2019 - Marseille |
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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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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 |
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