Intrinsic and extrinsic drivers of activity budgets in sympatric grey and harbour seals

Investigation of activity budgets in relation to seasonal, intrinsic (age, sex) and extrinsic (time of day, spatial) covariates enables an understanding of how such covariates shape behavioural strategies. However, conducting such investigations in the wild is challenging, because of the required la...

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Published in:Oikos
Main Authors: Russell, Deborah Jill Fraser, McClintock, Brett Thomas, Matthiopoulos, Jason, Thompson, Paul, Thompson, David, Hammond, Philip Steven, Jones, Esther Lane, MacKenzie, Monique, Moss, Simon, McConnell, Bernie J
Format: Article in Journal/Newspaper
Language:English
Published: 2015
Subjects:
Online Access:https://research-portal.st-andrews.ac.uk/en/researchoutput/intrinsic-and-extrinsic-drivers-of-activity-budgets-in-sympatric-grey-and-harbour-seals(8ef26166-033a-4a92-bbc7-885fa849aa6a).html
https://doi.org/10.1111/oik.01810
https://research-repository.st-andrews.ac.uk/bitstream/10023/8329/1/Russell_act_bud_paper_v5.pdf
id ftunstandrewcris:oai:research-portal.st-andrews.ac.uk:publications/8ef26166-033a-4a92-bbc7-885fa849aa6a
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spelling ftunstandrewcris:oai:research-portal.st-andrews.ac.uk:publications/8ef26166-033a-4a92-bbc7-885fa849aa6a 2024-06-23T07:56:11+00:00 Intrinsic and extrinsic drivers of activity budgets in sympatric grey and harbour seals Russell, Deborah Jill Fraser McClintock, Brett Thomas Matthiopoulos, Jason Thompson, Paul Thompson, David Hammond, Philip Steven Jones, Esther Lane MacKenzie, Monique Moss, Simon McConnell, Bernie J 2015-11 application/pdf https://research-portal.st-andrews.ac.uk/en/researchoutput/intrinsic-and-extrinsic-drivers-of-activity-budgets-in-sympatric-grey-and-harbour-seals(8ef26166-033a-4a92-bbc7-885fa849aa6a).html https://doi.org/10.1111/oik.01810 https://research-repository.st-andrews.ac.uk/bitstream/10023/8329/1/Russell_act_bud_paper_v5.pdf eng eng https://research-portal.st-andrews.ac.uk/en/researchoutput/intrinsic-and-extrinsic-drivers-of-activity-budgets-in-sympatric-grey-and-harbour-seals(8ef26166-033a-4a92-bbc7-885fa849aa6a).html info:eu-repo/semantics/openAccess Russell , D J F , McClintock , B T , Matthiopoulos , J , Thompson , P , Thompson , D , Hammond , P S , Jones , E L , MacKenzie , M , Moss , S & McConnell , B J 2015 , ' Intrinsic and extrinsic drivers of activity budgets in sympatric grey and harbour seals ' , Oikos , vol. 124 , no. 11 , pp. 1462-1472 . https://doi.org/10.1111/oik.01810 Area-restricted search Bayesian Energetic requirements Energy budget Hidden process models Pinnipeds Time budget article 2015 ftunstandrewcris https://doi.org/10.1111/oik.01810 2024-06-13T00:44:41Z Investigation of activity budgets in relation to seasonal, intrinsic (age, sex) and extrinsic (time of day, spatial) covariates enables an understanding of how such covariates shape behavioural strategies. However, conducting such investigations in the wild is challenging, because of the required large sample size of individuals across the annual cycle, and difficulties in categorising behavioural states and analysing the resulting individual-referenced and serially correlated data. In this study, from telemetry tags deployed on 63 grey seals ( Halichoerus grypus ) and 126 harbour seals ( Phoca vitulina ) we used behavioural data, and movement data within a Bayesian state-space model (SSM), to define population-level activity budgets around Britain. Using generalised estimating equations (GEEs) we then examined how time spent in four states (resting on land (hauled out), resting at sea, foraging and travelling) was influenced by seasonal, intrinsic and extrinsic covariates. We present and discuss the following key findings. (1) We found no evidence that regional variation in foraging effort was linked to regional population trajectories in harbour seals. (2) Grey seals demonstrated sex-specific seasonal differences in their activity budgets, independent from those related to reproductive costs. (3) In these sympatric species there was evidence of temporal separation in time hauled out, but not in time foraging. (4) In both species, time spent resting at sea was separated into inshore (associated with tidal haul out availability) and offshore areas. Time spent resting at sea and on land was interchangeable to some extent, suggesting a degree of overlap in their functionality. This may result in a relaxation of the constraints associated with a central place foraging strategy. More generally, we demonstrate how a large dataset, incorporating differing tag parameters, can be analysed to define activity budgets and subsequently address important ecological questions. Article in Journal/Newspaper Phoca vitulina University of St Andrews: Research Portal Oikos 124 11 1462 1472
institution Open Polar
collection University of St Andrews: Research Portal
op_collection_id ftunstandrewcris
language English
topic Area-restricted search
Bayesian
Energetic requirements
Energy budget
Hidden process models
Pinnipeds
Time budget
spellingShingle Area-restricted search
Bayesian
Energetic requirements
Energy budget
Hidden process models
Pinnipeds
Time budget
Russell, Deborah Jill Fraser
McClintock, Brett Thomas
Matthiopoulos, Jason
Thompson, Paul
Thompson, David
Hammond, Philip Steven
Jones, Esther Lane
MacKenzie, Monique
Moss, Simon
McConnell, Bernie J
Intrinsic and extrinsic drivers of activity budgets in sympatric grey and harbour seals
topic_facet Area-restricted search
Bayesian
Energetic requirements
Energy budget
Hidden process models
Pinnipeds
Time budget
description Investigation of activity budgets in relation to seasonal, intrinsic (age, sex) and extrinsic (time of day, spatial) covariates enables an understanding of how such covariates shape behavioural strategies. However, conducting such investigations in the wild is challenging, because of the required large sample size of individuals across the annual cycle, and difficulties in categorising behavioural states and analysing the resulting individual-referenced and serially correlated data. In this study, from telemetry tags deployed on 63 grey seals ( Halichoerus grypus ) and 126 harbour seals ( Phoca vitulina ) we used behavioural data, and movement data within a Bayesian state-space model (SSM), to define population-level activity budgets around Britain. Using generalised estimating equations (GEEs) we then examined how time spent in four states (resting on land (hauled out), resting at sea, foraging and travelling) was influenced by seasonal, intrinsic and extrinsic covariates. We present and discuss the following key findings. (1) We found no evidence that regional variation in foraging effort was linked to regional population trajectories in harbour seals. (2) Grey seals demonstrated sex-specific seasonal differences in their activity budgets, independent from those related to reproductive costs. (3) In these sympatric species there was evidence of temporal separation in time hauled out, but not in time foraging. (4) In both species, time spent resting at sea was separated into inshore (associated with tidal haul out availability) and offshore areas. Time spent resting at sea and on land was interchangeable to some extent, suggesting a degree of overlap in their functionality. This may result in a relaxation of the constraints associated with a central place foraging strategy. More generally, we demonstrate how a large dataset, incorporating differing tag parameters, can be analysed to define activity budgets and subsequently address important ecological questions.
format Article in Journal/Newspaper
author Russell, Deborah Jill Fraser
McClintock, Brett Thomas
Matthiopoulos, Jason
Thompson, Paul
Thompson, David
Hammond, Philip Steven
Jones, Esther Lane
MacKenzie, Monique
Moss, Simon
McConnell, Bernie J
author_facet Russell, Deborah Jill Fraser
McClintock, Brett Thomas
Matthiopoulos, Jason
Thompson, Paul
Thompson, David
Hammond, Philip Steven
Jones, Esther Lane
MacKenzie, Monique
Moss, Simon
McConnell, Bernie J
author_sort Russell, Deborah Jill Fraser
title Intrinsic and extrinsic drivers of activity budgets in sympatric grey and harbour seals
title_short Intrinsic and extrinsic drivers of activity budgets in sympatric grey and harbour seals
title_full Intrinsic and extrinsic drivers of activity budgets in sympatric grey and harbour seals
title_fullStr Intrinsic and extrinsic drivers of activity budgets in sympatric grey and harbour seals
title_full_unstemmed Intrinsic and extrinsic drivers of activity budgets in sympatric grey and harbour seals
title_sort intrinsic and extrinsic drivers of activity budgets in sympatric grey and harbour seals
publishDate 2015
url https://research-portal.st-andrews.ac.uk/en/researchoutput/intrinsic-and-extrinsic-drivers-of-activity-budgets-in-sympatric-grey-and-harbour-seals(8ef26166-033a-4a92-bbc7-885fa849aa6a).html
https://doi.org/10.1111/oik.01810
https://research-repository.st-andrews.ac.uk/bitstream/10023/8329/1/Russell_act_bud_paper_v5.pdf
genre Phoca vitulina
genre_facet Phoca vitulina
op_source Russell , D J F , McClintock , B T , Matthiopoulos , J , Thompson , P , Thompson , D , Hammond , P S , Jones , E L , MacKenzie , M , Moss , S & McConnell , B J 2015 , ' Intrinsic and extrinsic drivers of activity budgets in sympatric grey and harbour seals ' , Oikos , vol. 124 , no. 11 , pp. 1462-1472 . https://doi.org/10.1111/oik.01810
op_relation https://research-portal.st-andrews.ac.uk/en/researchoutput/intrinsic-and-extrinsic-drivers-of-activity-budgets-in-sympatric-grey-and-harbour-seals(8ef26166-033a-4a92-bbc7-885fa849aa6a).html
op_rights info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.1111/oik.01810
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