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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Online Access: | https://hal.archives-ouvertes.fr/hal-01573651 https://doi.org/10.3354/meps12191 |
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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 |
_version_ |
1766401150140022784 |