At-sea distribution of female southern elephant seals relative to variation in ocean surface properties

© 2004 by ICES/CIEM International Council for the Exploration of the Sea/Conseil International pour l'Exploration de la Mer We examined the relationships between physical oceanography (sea surface temperature – SST, sea surface height anomaly – SSH, ocean colour – OC, bathymetry – BA, sea-ice c...

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Published in:ICES Journal of Marine Science
Main Authors: Bradshaw, C., Higgins, J., Michael, K., Wotherspoon, S., Hindell, M.
Format: Article in Journal/Newspaper
Language:English
Published: Academic Press Ltd Elsevier Science Ltd 2004
Subjects:
Gam
Online Access:http://hdl.handle.net/2440/48215
https://doi.org/10.1016/j.icesjms.2004.07.012
id ftunivadelaidedl:oai:digital.library.adelaide.edu.au:2440/48215
record_format openpolar
spelling ftunivadelaidedl:oai:digital.library.adelaide.edu.au:2440/48215 2023-05-15T16:05:36+02:00 At-sea distribution of female southern elephant seals relative to variation in ocean surface properties Bradshaw, C. Higgins, J. Michael, K. Wotherspoon, S. Hindell, M. 2004 http://hdl.handle.net/2440/48215 https://doi.org/10.1016/j.icesjms.2004.07.012 en eng Academic Press Ltd Elsevier Science Ltd ICES Journal of Marine Science: journal du conseil, 2004; 61(6):1014-1027 1054-3139 1095-9289 http://hdl.handle.net/2440/48215 doi:10.1016/j.icesjms.2004.07.012 Bradshaw, C. [0000-0002-5328-7741] http://icesjms.oxfordjournals.org/cgi/content/full/61/6/1014 bathymetry elephant seals environmental variation generalized additive model generalized linear model oceanography sea surface temperature Journal article 2004 ftunivadelaidedl https://doi.org/10.1016/j.icesjms.2004.07.012 2023-02-05T19:32:01Z © 2004 by ICES/CIEM International Council for the Exploration of the Sea/Conseil International pour l'Exploration de la Mer We examined the relationships between physical oceanography (sea surface temperature – SST, sea surface height anomaly – SSH, ocean colour – OC, bathymetry – BA, sea-ice concentration – SI, and their associated gradients) and the foraging distribution (time at sea) of female southern elephant seals using generalized linear and generalized additive models (GLM and GAM). Using data from 28 separate foraging trips (22 unique individuals) over two years, we found that during the post-lactation trips (summer), the best GLM demonstrated a negative relationship between time at sea and SST and BA, but a positive relationship with SST gradient and SSH. During the post-moult (winter) trips, there was a negative relationship with OC gradient, SSH, and BA. The best post-lactation GAM identified a positive relationship with OC gradient, negative relationships with OC and SST gradient, and a non-linear relationship with SST. For the post-moult trip there was a negative relationship with OC, SST, BA and BA gradient, and a positive relationship with SST gradient. The relationship between the predicted time and observed time at sea was significant only for the post-lactation GAM, although predictability was low. That SST and its gradient predicted a small, but significant proportion of the variation in time at sea is indicative of the frontal zones within this area that are generally more biologically productive than surrounding regions. It appears that coarse-scale oceanographic configuration influences foraging behaviour in southern elephant seals only subtly. Nonetheless, some of the mechanisms influencing predator foraging are congruent with expectations of distribution of marine food resources at coarse spatial scales. Corey J.A. Bradshaw, Jane Higgins, Kelvin J. Michael, Simon J. Wotherspoon and Mark A. Hindell Article in Journal/Newspaper Elephant Seals Sea ice Southern Elephant Seals The University of Adelaide: Digital Library Bradshaw ENVELOPE(163.867,163.867,-71.467,-71.467) Conseil ENVELOPE(-67.433,-67.433,-67.596,-67.596) Corey ENVELOPE(-145.133,-145.133,-76.667,-76.667) Gam ENVELOPE(-57.955,-57.955,-61.923,-61.923) ICES Journal of Marine Science 61 6 1014 1027
institution Open Polar
collection The University of Adelaide: Digital Library
op_collection_id ftunivadelaidedl
language English
topic bathymetry
elephant seals
environmental variation
generalized additive model
generalized linear model
oceanography
sea surface temperature
spellingShingle bathymetry
elephant seals
environmental variation
generalized additive model
generalized linear model
oceanography
sea surface temperature
Bradshaw, C.
Higgins, J.
Michael, K.
Wotherspoon, S.
Hindell, M.
At-sea distribution of female southern elephant seals relative to variation in ocean surface properties
topic_facet bathymetry
elephant seals
environmental variation
generalized additive model
generalized linear model
oceanography
sea surface temperature
description © 2004 by ICES/CIEM International Council for the Exploration of the Sea/Conseil International pour l'Exploration de la Mer We examined the relationships between physical oceanography (sea surface temperature – SST, sea surface height anomaly – SSH, ocean colour – OC, bathymetry – BA, sea-ice concentration – SI, and their associated gradients) and the foraging distribution (time at sea) of female southern elephant seals using generalized linear and generalized additive models (GLM and GAM). Using data from 28 separate foraging trips (22 unique individuals) over two years, we found that during the post-lactation trips (summer), the best GLM demonstrated a negative relationship between time at sea and SST and BA, but a positive relationship with SST gradient and SSH. During the post-moult (winter) trips, there was a negative relationship with OC gradient, SSH, and BA. The best post-lactation GAM identified a positive relationship with OC gradient, negative relationships with OC and SST gradient, and a non-linear relationship with SST. For the post-moult trip there was a negative relationship with OC, SST, BA and BA gradient, and a positive relationship with SST gradient. The relationship between the predicted time and observed time at sea was significant only for the post-lactation GAM, although predictability was low. That SST and its gradient predicted a small, but significant proportion of the variation in time at sea is indicative of the frontal zones within this area that are generally more biologically productive than surrounding regions. It appears that coarse-scale oceanographic configuration influences foraging behaviour in southern elephant seals only subtly. Nonetheless, some of the mechanisms influencing predator foraging are congruent with expectations of distribution of marine food resources at coarse spatial scales. Corey J.A. Bradshaw, Jane Higgins, Kelvin J. Michael, Simon J. Wotherspoon and Mark A. Hindell
format Article in Journal/Newspaper
author Bradshaw, C.
Higgins, J.
Michael, K.
Wotherspoon, S.
Hindell, M.
author_facet Bradshaw, C.
Higgins, J.
Michael, K.
Wotherspoon, S.
Hindell, M.
author_sort Bradshaw, C.
title At-sea distribution of female southern elephant seals relative to variation in ocean surface properties
title_short At-sea distribution of female southern elephant seals relative to variation in ocean surface properties
title_full At-sea distribution of female southern elephant seals relative to variation in ocean surface properties
title_fullStr At-sea distribution of female southern elephant seals relative to variation in ocean surface properties
title_full_unstemmed At-sea distribution of female southern elephant seals relative to variation in ocean surface properties
title_sort at-sea distribution of female southern elephant seals relative to variation in ocean surface properties
publisher Academic Press Ltd Elsevier Science Ltd
publishDate 2004
url http://hdl.handle.net/2440/48215
https://doi.org/10.1016/j.icesjms.2004.07.012
long_lat ENVELOPE(163.867,163.867,-71.467,-71.467)
ENVELOPE(-67.433,-67.433,-67.596,-67.596)
ENVELOPE(-145.133,-145.133,-76.667,-76.667)
ENVELOPE(-57.955,-57.955,-61.923,-61.923)
geographic Bradshaw
Conseil
Corey
Gam
geographic_facet Bradshaw
Conseil
Corey
Gam
genre Elephant Seals
Sea ice
Southern Elephant Seals
genre_facet Elephant Seals
Sea ice
Southern Elephant Seals
op_source http://icesjms.oxfordjournals.org/cgi/content/full/61/6/1014
op_relation ICES Journal of Marine Science: journal du conseil, 2004; 61(6):1014-1027
1054-3139
1095-9289
http://hdl.handle.net/2440/48215
doi:10.1016/j.icesjms.2004.07.012
Bradshaw, C. [0000-0002-5328-7741]
op_doi https://doi.org/10.1016/j.icesjms.2004.07.012
container_title ICES Journal of Marine Science
container_volume 61
container_issue 6
container_start_page 1014
op_container_end_page 1027
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