Three-dimensional assessment of hunting strategies in a deep diving predator, southern elephant seal Mirounga leonina

International audience Few studies have examined the foraging ecology of top marine predators by taking into account the vertical and horizontal dimensions simultaneously. In this study, using 3-dimensional reconstruction of underwater animal paths, we investigated the relationship between area rest...

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Published in:Marine Ecology Progress Series
Main Authors: Jouma'A, Joffrey, Le Bras, Yves, Picard, Baptiste, Guinet, Christophe
Other Authors: Centre d'Études Biologiques de Chizé - UMR 7372 (CEBC), Université de La Rochelle (ULR)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), École pratique des hautes études (EPHE), Université Paris sciences et lettres (PSL)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2017
Subjects:
Online Access:https://hal.archives-ouvertes.fr/hal-01573651
https://doi.org/10.3354/meps12191
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spelling ftccsdartic:oai:HAL:hal-01573651v1 2023-05-15T16:05:15+02:00 Three-dimensional assessment of hunting strategies in a deep diving predator, southern elephant seal Mirounga leonina Jouma'A, Joffrey Le Bras, Yves Picard, Baptiste Guinet, Christophe Centre d'Études Biologiques de Chizé - UMR 7372 (CEBC) Université de La Rochelle (ULR)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE) École pratique des hautes études (EPHE) Université Paris sciences et lettres (PSL) 2017-06-21 https://hal.archives-ouvertes.fr/hal-01573651 https://doi.org/10.3354/meps12191 en eng HAL CCSD Inter Research info:eu-repo/semantics/altIdentifier/doi/10.3354/meps12191 hal-01573651 https://hal.archives-ouvertes.fr/hal-01573651 doi:10.3354/meps12191 ISSN: 0171-8630 EISSN: 1616-1599 Marine Ecology Progress Series https://hal.archives-ouvertes.fr/hal-01573651 Marine Ecology Progress Series, Inter Research, 2017, 573, pp.255-268. ⟨10.3354/meps12191⟩ Data mining Unsupervised classification Area restricted search Foraging Accelerometer Acousonde™ Machine learning Spherical first passage time [SDE]Environmental Sciences info:eu-repo/semantics/article Journal articles 2017 ftccsdartic https://doi.org/10.3354/meps12191 2021-11-21T02:23:22Z International audience Few studies have examined the foraging ecology of top marine predators by taking into account the vertical and horizontal dimensions simultaneously. In this study, using 3-dimensional reconstruction of underwater animal paths, we investigated the relationship between area restricted search (ARS) and foraging behaviors in the southern elephant seal Mirounga leonina. We equipped 6 post-breeding females on the Kerguelen Islands with an Acousonde™ recording simultaneously sounds, pressure, acceleration and magnetic field-strength in 3-dimensions (n = 879 dives). Using the spherical first passage time analysis, we identified ARS in 46.4% of the dives. They represented 36.9% of the bottom time, but due to a higher prey encounter rate, 67.6% of catch attempts took place in ARS. These areas, occurring within a sphere of 48.2 ± 25.7 m radius, were characterized by an increase in energy expenditure and a strong variability in the roll and heading compared to non-ARS regions. While within an ARS, we identified 3 hunting modes from unsupervised classification based on acceleration properties previous to captures. We found that 32.8% of attempts matched a passive-gliding approach from above the target. The other 2 modes corresponded to an actively swimming approach associated with increases of variance in heading and/or rolling movements for the first one (56.6% of captures), and to a much larger swimming effort for the second one (10.6% of captures). These data revealed a strong link between seals’ fine-scale movements and feeding activity, suggesting that seals fed mainly on patchily distributed resources, with different hunting strategies that may be indicative of several prey species targeted. Article in Journal/Newspaper Elephant Seal Kerguelen Islands Mirounga leonina Southern Elephant Seal Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) Kerguelen Kerguelen Islands Marine Ecology Progress Series 573 255 268
institution Open Polar
collection Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe)
op_collection_id ftccsdartic
language English
topic Data mining
Unsupervised classification
Area restricted search
Foraging
Accelerometer
Acousonde™
Machine learning
Spherical first passage time
[SDE]Environmental Sciences
spellingShingle Data mining
Unsupervised classification
Area restricted search
Foraging
Accelerometer
Acousonde™
Machine learning
Spherical first passage time
[SDE]Environmental Sciences
Jouma'A, Joffrey
Le Bras, Yves
Picard, Baptiste
Guinet, Christophe
Three-dimensional assessment of hunting strategies in a deep diving predator, southern elephant seal Mirounga leonina
topic_facet Data mining
Unsupervised classification
Area restricted search
Foraging
Accelerometer
Acousonde™
Machine learning
Spherical first passage time
[SDE]Environmental Sciences
description International audience Few studies have examined the foraging ecology of top marine predators by taking into account the vertical and horizontal dimensions simultaneously. In this study, using 3-dimensional reconstruction of underwater animal paths, we investigated the relationship between area restricted search (ARS) and foraging behaviors in the southern elephant seal Mirounga leonina. We equipped 6 post-breeding females on the Kerguelen Islands with an Acousonde™ recording simultaneously sounds, pressure, acceleration and magnetic field-strength in 3-dimensions (n = 879 dives). Using the spherical first passage time analysis, we identified ARS in 46.4% of the dives. They represented 36.9% of the bottom time, but due to a higher prey encounter rate, 67.6% of catch attempts took place in ARS. These areas, occurring within a sphere of 48.2 ± 25.7 m radius, were characterized by an increase in energy expenditure and a strong variability in the roll and heading compared to non-ARS regions. While within an ARS, we identified 3 hunting modes from unsupervised classification based on acceleration properties previous to captures. We found that 32.8% of attempts matched a passive-gliding approach from above the target. The other 2 modes corresponded to an actively swimming approach associated with increases of variance in heading and/or rolling movements for the first one (56.6% of captures), and to a much larger swimming effort for the second one (10.6% of captures). These data revealed a strong link between seals’ fine-scale movements and feeding activity, suggesting that seals fed mainly on patchily distributed resources, with different hunting strategies that may be indicative of several prey species targeted.
author2 Centre d'Études Biologiques de Chizé - UMR 7372 (CEBC)
Université de La Rochelle (ULR)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)
École pratique des hautes études (EPHE)
Université Paris sciences et lettres (PSL)
format Article in Journal/Newspaper
author Jouma'A, Joffrey
Le Bras, Yves
Picard, Baptiste
Guinet, Christophe
author_facet Jouma'A, Joffrey
Le Bras, Yves
Picard, Baptiste
Guinet, Christophe
author_sort Jouma'A, Joffrey
title Three-dimensional assessment of hunting strategies in a deep diving predator, southern elephant seal Mirounga leonina
title_short Three-dimensional assessment of hunting strategies in a deep diving predator, southern elephant seal Mirounga leonina
title_full Three-dimensional assessment of hunting strategies in a deep diving predator, southern elephant seal Mirounga leonina
title_fullStr Three-dimensional assessment of hunting strategies in a deep diving predator, southern elephant seal Mirounga leonina
title_full_unstemmed Three-dimensional assessment of hunting strategies in a deep diving predator, southern elephant seal Mirounga leonina
title_sort three-dimensional assessment of hunting strategies in a deep diving predator, southern elephant seal mirounga leonina
publisher HAL CCSD
publishDate 2017
url https://hal.archives-ouvertes.fr/hal-01573651
https://doi.org/10.3354/meps12191
geographic Kerguelen
Kerguelen Islands
geographic_facet Kerguelen
Kerguelen Islands
genre Elephant Seal
Kerguelen Islands
Mirounga leonina
Southern Elephant Seal
genre_facet Elephant Seal
Kerguelen Islands
Mirounga leonina
Southern Elephant Seal
op_source ISSN: 0171-8630
EISSN: 1616-1599
Marine Ecology Progress Series
https://hal.archives-ouvertes.fr/hal-01573651
Marine Ecology Progress Series, Inter Research, 2017, 573, pp.255-268. ⟨10.3354/meps12191⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.3354/meps12191
hal-01573651
https://hal.archives-ouvertes.fr/hal-01573651
doi:10.3354/meps12191
op_doi https://doi.org/10.3354/meps12191
container_title Marine Ecology Progress Series
container_volume 573
container_start_page 255
op_container_end_page 268
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