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

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...

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Published in:ICES Journal of Marine Science
Main Authors: Bradshaw, CJA, Higgins, J, Michael, KJ, Wotherspoon, SJ, Hindell, MA
Format: Article in Journal/Newspaper
Language:English
Published: Elsevier Ltd 2004
Subjects:
Gam
Online Access:https://doi.org/10.1016/j.icesjms.2004.07.012
http://ecite.utas.edu.au/31673
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spelling ftunivtasecite:oai:ecite.utas.edu.au:31673 2023-05-15T16:05:37+02:00 At-sea distribution of female southern elephant seals relative to variation in ocean surface properties Bradshaw, CJA Higgins, J Michael, KJ Wotherspoon, SJ Hindell, MA 2004 https://doi.org/10.1016/j.icesjms.2004.07.012 http://ecite.utas.edu.au/31673 en eng Elsevier Ltd http://dx.doi.org/10.1016/j.icesjms.2004.07.012 Bradshaw, CJA and Higgins, J and Michael, KJ and Wotherspoon, SJ and Hindell, MA, At-sea distribution of female southern elephant seals relative to variation in ocean surface properties, ICES Journal of Marine Science, 61, (6) pp. 1014-1027. ISSN 1054-3139 (2004) [Refereed Article] http://ecite.utas.edu.au/31673 Environmental Sciences Environmental Science and Management Wildlife and Habitat Management Refereed Article PeerReviewed 2004 ftunivtasecite https://doi.org/10.1016/j.icesjms.2004.07.012 2019-12-13T21:11:13Z 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. 2004 International Council for the Exploration of the Sea. Published by Elsevier Ltd. All rights reserved. Article in Journal/Newspaper Elephant Seals Sea ice Southern Elephant Seals eCite UTAS (University of Tasmania) Gam ENVELOPE(-57.955,-57.955,-61.923,-61.923) ICES Journal of Marine Science 61 6 1014 1027
institution Open Polar
collection eCite UTAS (University of Tasmania)
op_collection_id ftunivtasecite
language English
topic Environmental Sciences
Environmental Science and Management
Wildlife and Habitat Management
spellingShingle Environmental Sciences
Environmental Science and Management
Wildlife and Habitat Management
Bradshaw, CJA
Higgins, J
Michael, KJ
Wotherspoon, SJ
Hindell, MA
At-sea distribution of female southern elephant seals relative to variation in ocean surface properties
topic_facet Environmental Sciences
Environmental Science and Management
Wildlife and Habitat Management
description 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. 2004 International Council for the Exploration of the Sea. Published by Elsevier Ltd. All rights reserved.
format Article in Journal/Newspaper
author Bradshaw, CJA
Higgins, J
Michael, KJ
Wotherspoon, SJ
Hindell, MA
author_facet Bradshaw, CJA
Higgins, J
Michael, KJ
Wotherspoon, SJ
Hindell, MA
author_sort Bradshaw, CJA
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 Elsevier Ltd
publishDate 2004
url https://doi.org/10.1016/j.icesjms.2004.07.012
http://ecite.utas.edu.au/31673
long_lat ENVELOPE(-57.955,-57.955,-61.923,-61.923)
geographic Gam
geographic_facet Gam
genre Elephant Seals
Sea ice
Southern Elephant Seals
genre_facet Elephant Seals
Sea ice
Southern Elephant Seals
op_relation http://dx.doi.org/10.1016/j.icesjms.2004.07.012
Bradshaw, CJA and Higgins, J and Michael, KJ and Wotherspoon, SJ and Hindell, MA, At-sea distribution of female southern elephant seals relative to variation in ocean surface properties, ICES Journal of Marine Science, 61, (6) pp. 1014-1027. ISSN 1054-3139 (2004) [Refereed Article]
http://ecite.utas.edu.au/31673
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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