Antartic blue whale localization with ocean bottom seismometers in southern indian ocean

International audience While visual survey of whales requires substantial means for limited areas, passive acoustic monitoring (PAM) offers larger scale coverage for long periods and less costs. It usually provides information about species behavior, e.g. seasonal movements, but tools are needed to...

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Main Authors: Dreo, Richard, Bouffaut, Léa, Guillon, Laurent, Labat, Valérie, Barruol, Guilhem, Boudraa, Abdel-Ouahab
Other Authors: Institut de Recherche de l'Ecole Navale (IRENAV), Université de Bordeaux (UB)-Institut Polytechnique de Bordeaux-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Arts et Métiers Sciences et Technologies, HESAM Université - Communauté d'universités et d'établissements Hautes écoles Sorbonne Arts et métiers université (HESAM)-HESAM Université - Communauté d'universités et d'établissements Hautes écoles Sorbonne Arts et métiers université (HESAM), Laboratoire GéoSciences Réunion (LGSR), Université de La Réunion (UR)-Institut de Physique du Globe de Paris (IPG Paris), Institut de Physique du Globe de Paris (IPGP), Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris Diderot - Paris 7 (UPD7)-Université de La Réunion (UR)-Institut de Physique du Globe de Paris (IPG Paris)-Centre National de la Recherche Scientifique (CNRS)
Format: Conference Object
Language:English
Published: HAL CCSD 2017
Subjects:
Online Access:https://hal.science/hal-02140838
https://hal.science/hal-02140838/document
https://hal.science/hal-02140838/file/IRENAV_UACE_2017_DREO.pdf
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spelling ftunivnantes:oai:HAL:hal-02140838v1 2023-05-15T13:31:11+02:00 Antartic blue whale localization with ocean bottom seismometers in southern indian ocean Dreo, Richard Bouffaut, Léa Guillon, Laurent Labat, Valérie Barruol, Guilhem Boudraa, Abdel-Ouahab Institut de Recherche de l'Ecole Navale (IRENAV) Université de Bordeaux (UB)-Institut Polytechnique de Bordeaux-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Arts et Métiers Sciences et Technologies HESAM Université - Communauté d'universités et d'établissements Hautes écoles Sorbonne Arts et métiers université (HESAM)-HESAM Université - Communauté d'universités et d'établissements Hautes écoles Sorbonne Arts et métiers université (HESAM) Laboratoire GéoSciences Réunion (LGSR) Université de La Réunion (UR)-Institut de Physique du Globe de Paris (IPG Paris) Institut de Physique du Globe de Paris (IPGP) Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris Diderot - Paris 7 (UPD7)-Université de La Réunion (UR)-Institut de Physique du Globe de Paris (IPG Paris)-Centre National de la Recherche Scientifique (CNRS) Skiatos Island, Greece 2017 https://hal.science/hal-02140838 https://hal.science/hal-02140838/document https://hal.science/hal-02140838/file/IRENAV_UACE_2017_DREO.pdf en eng HAL CCSD hal-02140838 https://hal.science/hal-02140838 https://hal.science/hal-02140838/document https://hal.science/hal-02140838/file/IRENAV_UACE_2017_DREO.pdf info:eu-repo/semantics/OpenAccess UACE2017 - 4th Underwater Acoustics Conference and Exhibition https://hal.science/hal-02140838 UACE2017 - 4th Underwater Acoustics Conference and Exhibition, 2017, Skiatos Island, Greece. pp.87-92 [SPI.ACOU]Engineering Sciences [physics]/Acoustics [physics.class-ph] [SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing info:eu-repo/semantics/conferenceObject Conference papers 2017 ftunivnantes 2023-03-08T05:30:10Z International audience While visual survey of whales requires substantial means for limited areas, passive acoustic monitoring (PAM) offers larger scale coverage for long periods and less costs. It usually provides information about species behavior, e.g. seasonal movements, but tools are needed to detail the individuals' behavior. From October 2012 to November 2013 as part of the German-French "RHUM-RUM" (Réunion Hotspot and Upper Mantle - Réunion Unterer Mantel) seismic experiment, a 70km by 40km array of 8 Ocean Bottom Seismometers (OBS) was deployed in Southern Indian Ocean in a mountainous area, with depths from 2500 to 5500 meters. The [0-50] Hz-frequency band covered by the OBS's hydrophone provides observations about whales. Each source-OBS path has its own acoustic propagation. Indeed, closest OBS can be reached by direct rays, while remote OBS can only be reached by multi-reflected rays. Therefore, the localization problem cannot be solved directly using a classical Time Difference Of Arrival (TDOA) algorithm. In this work, the TDOA problem is solved in the case of long range detection, even with mountainous relief, enabling localization and tracking of whales. For each point of the spatial matrix representing the area, Times Of Arrival (TOA) of signal on the OBS are computed with a ray tracing algorithm (BELLHOP), taking into account the bottom profile. The theoretical corresponding TDOA are then compared to measured ones using a loss function. The obtained results, using L1, L2, cross-correlation cost functions, show the effectiveness of the proposed strategy to track whales on their calls. For example, an Antarctic blue whale is tracked during 10 hours from 40 kilometers south of the array center to 40 kilometers north where the mean speed is close to 10 km/h on a straight trajectory. Conference Object Antarc* Antarctic antartic* Blue whale Université de Nantes: HAL-UNIV-NANTES Antarctic Indian
institution Open Polar
collection Université de Nantes: HAL-UNIV-NANTES
op_collection_id ftunivnantes
language English
topic [SPI.ACOU]Engineering Sciences [physics]/Acoustics [physics.class-ph]
[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing
spellingShingle [SPI.ACOU]Engineering Sciences [physics]/Acoustics [physics.class-ph]
[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing
Dreo, Richard
Bouffaut, Léa
Guillon, Laurent
Labat, Valérie
Barruol, Guilhem
Boudraa, Abdel-Ouahab
Antartic blue whale localization with ocean bottom seismometers in southern indian ocean
topic_facet [SPI.ACOU]Engineering Sciences [physics]/Acoustics [physics.class-ph]
[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing
description International audience While visual survey of whales requires substantial means for limited areas, passive acoustic monitoring (PAM) offers larger scale coverage for long periods and less costs. It usually provides information about species behavior, e.g. seasonal movements, but tools are needed to detail the individuals' behavior. From October 2012 to November 2013 as part of the German-French "RHUM-RUM" (Réunion Hotspot and Upper Mantle - Réunion Unterer Mantel) seismic experiment, a 70km by 40km array of 8 Ocean Bottom Seismometers (OBS) was deployed in Southern Indian Ocean in a mountainous area, with depths from 2500 to 5500 meters. The [0-50] Hz-frequency band covered by the OBS's hydrophone provides observations about whales. Each source-OBS path has its own acoustic propagation. Indeed, closest OBS can be reached by direct rays, while remote OBS can only be reached by multi-reflected rays. Therefore, the localization problem cannot be solved directly using a classical Time Difference Of Arrival (TDOA) algorithm. In this work, the TDOA problem is solved in the case of long range detection, even with mountainous relief, enabling localization and tracking of whales. For each point of the spatial matrix representing the area, Times Of Arrival (TOA) of signal on the OBS are computed with a ray tracing algorithm (BELLHOP), taking into account the bottom profile. The theoretical corresponding TDOA are then compared to measured ones using a loss function. The obtained results, using L1, L2, cross-correlation cost functions, show the effectiveness of the proposed strategy to track whales on their calls. For example, an Antarctic blue whale is tracked during 10 hours from 40 kilometers south of the array center to 40 kilometers north where the mean speed is close to 10 km/h on a straight trajectory.
author2 Institut de Recherche de l'Ecole Navale (IRENAV)
Université de Bordeaux (UB)-Institut Polytechnique de Bordeaux-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Arts et Métiers Sciences et Technologies
HESAM Université - Communauté d'universités et d'établissements Hautes écoles Sorbonne Arts et métiers université (HESAM)-HESAM Université - Communauté d'universités et d'établissements Hautes écoles Sorbonne Arts et métiers université (HESAM)
Laboratoire GéoSciences Réunion (LGSR)
Université de La Réunion (UR)-Institut de Physique du Globe de Paris (IPG Paris)
Institut de Physique du Globe de Paris (IPGP)
Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris Diderot - Paris 7 (UPD7)-Université de La Réunion (UR)-Institut de Physique du Globe de Paris (IPG Paris)-Centre National de la Recherche Scientifique (CNRS)
format Conference Object
author Dreo, Richard
Bouffaut, Léa
Guillon, Laurent
Labat, Valérie
Barruol, Guilhem
Boudraa, Abdel-Ouahab
author_facet Dreo, Richard
Bouffaut, Léa
Guillon, Laurent
Labat, Valérie
Barruol, Guilhem
Boudraa, Abdel-Ouahab
author_sort Dreo, Richard
title Antartic blue whale localization with ocean bottom seismometers in southern indian ocean
title_short Antartic blue whale localization with ocean bottom seismometers in southern indian ocean
title_full Antartic blue whale localization with ocean bottom seismometers in southern indian ocean
title_fullStr Antartic blue whale localization with ocean bottom seismometers in southern indian ocean
title_full_unstemmed Antartic blue whale localization with ocean bottom seismometers in southern indian ocean
title_sort antartic blue whale localization with ocean bottom seismometers in southern indian ocean
publisher HAL CCSD
publishDate 2017
url https://hal.science/hal-02140838
https://hal.science/hal-02140838/document
https://hal.science/hal-02140838/file/IRENAV_UACE_2017_DREO.pdf
op_coverage Skiatos Island, Greece
geographic Antarctic
Indian
geographic_facet Antarctic
Indian
genre Antarc*
Antarctic
antartic*
Blue whale
genre_facet Antarc*
Antarctic
antartic*
Blue whale
op_source UACE2017 - 4th Underwater Acoustics Conference and Exhibition
https://hal.science/hal-02140838
UACE2017 - 4th Underwater Acoustics Conference and Exhibition, 2017, Skiatos Island, Greece. pp.87-92
op_relation hal-02140838
https://hal.science/hal-02140838
https://hal.science/hal-02140838/document
https://hal.science/hal-02140838/file/IRENAV_UACE_2017_DREO.pdf
op_rights info:eu-repo/semantics/OpenAccess
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