Modelled mid-trophic pelagic prey fields improve understanding of marine predator foraging behaviour

Biophysical interactions are influential in determining the scale of key ecological processes within marine ecosystems. For oceanic predators, this means foraging behaviour is influenced by processes shaping the distribution of prey. However, oceanic prey is difficult to observe and its abundance an...

Full description

Bibliographic Details
Published in:Ecography
Main Authors: Green, DB, Bestley, S, Trebilco, R, Corney, SP, Lehody, P, McMahon, CR, Guinet, C, Hindell, MA
Format: Article in Journal/Newspaper
Language:English
Published: Blackwell Munksgaard 2020
Subjects:
Online Access:https://eprints.utas.edu.au/33223/
https://eprints.utas.edu.au/33223/2/138657%20-%20Modelled%20mid-trophic%20pelagic%20prey%20fields%20improve%20understanding%20of%20marine%20predator%20foraging%20behaviour.pdf
id ftunivtasmania:oai:eprints.utas.edu.au:33223
record_format openpolar
spelling ftunivtasmania:oai:eprints.utas.edu.au:33223 2023-05-15T16:05:24+02:00 Modelled mid-trophic pelagic prey fields improve understanding of marine predator foraging behaviour Green, DB Bestley, S Trebilco, R Corney, SP Lehody, P McMahon, CR Guinet, C Hindell, MA 2020 application/pdf https://eprints.utas.edu.au/33223/ https://eprints.utas.edu.au/33223/2/138657%20-%20Modelled%20mid-trophic%20pelagic%20prey%20fields%20improve%20understanding%20of%20marine%20predator%20foraging%20behaviour.pdf en eng Blackwell Munksgaard https://eprints.utas.edu.au/33223/2/138657%20-%20Modelled%20mid-trophic%20pelagic%20prey%20fields%20improve%20understanding%20of%20marine%20predator%20foraging%20behaviour.pdf Green, DB orcid:0000-0002-0346-3129 , Bestley, S orcid:0000-0001-9342-669X , Trebilco, R, Corney, SP orcid:0000-0002-8293-0863 , Lehody, P, McMahon, CR, Guinet, C and Hindell, MA orcid:0000-0002-7823-7185 2020 , 'Modelled mid-trophic pelagic prey fields improve understanding of marine predator foraging behaviour' , Ecography, vol. 43 , pp. 1-13 , doi: https://doi.org/10.1111/ecog.04939 <https://doi.org/10.1111/ecog.04939>. southern ocean southern elephant seals marine predators foraging success biotelemetry mid-trophic prey mesopelagic Article PeerReviewed 2020 ftunivtasmania https://doi.org/10.1111/ecog.04939 2023-04-03T22:17:26Z Biophysical interactions are influential in determining the scale of key ecological processes within marine ecosystems. For oceanic predators, this means foraging behaviour is influenced by processes shaping the distribution of prey. However, oceanic prey is difficult to observe and its abundance and distribution is regionally generalised. We use a spatiotemporally resolved simulation model to describe mid‐trophic prey distribution within the Southern Ocean and demonstrate insights that this modelled prey field provides into the foraging behaviour of a widely distributed marine predator, the southern elephant seal. From a five‐year simulation of prey biomass, we computed climatologies of mean prey biomass (average prey conditions) and prey biomass variability (meso‐scale variability). We also compiled spatially gridded metrics of seal density and diving behaviour from 13 yr of tracking data. We statistically modelled these metrics as non‐linear functions of prey biomass (both mean and variability) and used these to predict seal distribution and behaviour. Our predictions were consistent with observations (R2adj = 0.23), indicating that seals aggregate in regions of high mesoscale activity where eddies concentrate prey. Here, seals dived deeper (R2marg = 0.12, R2cond = 0.51) and spent less time hunting (R2marg = 0.05, R2cond = 0.56), likely targeting deep but profitable prey patches. Seals generally avoided areas of low eddy activity where prey was likely dispersed. Most seals foraged south of the Subantarctic Front, despite north of the front exhibiting consistently high simulated prey biomasses. This likely reflects seal prey or habitat preferences, but also emphasises the importance of mesoscale prey biomass variability relative to regionally high mean biomass. This work demonstrates the value of coupling mechanistic representations of prey biomass with predator observations to provide insight into how biophysical processes combine to shape species distributions. This will be increasingly important for the ... Article in Journal/Newspaper Elephant Seal Elephant Seals Southern Elephant Seal Southern Elephant Seals Southern Ocean University of Tasmania: UTas ePrints Southern Ocean Ecography 43 7 1014 1026
institution Open Polar
collection University of Tasmania: UTas ePrints
op_collection_id ftunivtasmania
language English
topic southern ocean
southern elephant seals
marine predators
foraging success
biotelemetry
mid-trophic prey
mesopelagic
spellingShingle southern ocean
southern elephant seals
marine predators
foraging success
biotelemetry
mid-trophic prey
mesopelagic
Green, DB
Bestley, S
Trebilco, R
Corney, SP
Lehody, P
McMahon, CR
Guinet, C
Hindell, MA
Modelled mid-trophic pelagic prey fields improve understanding of marine predator foraging behaviour
topic_facet southern ocean
southern elephant seals
marine predators
foraging success
biotelemetry
mid-trophic prey
mesopelagic
description Biophysical interactions are influential in determining the scale of key ecological processes within marine ecosystems. For oceanic predators, this means foraging behaviour is influenced by processes shaping the distribution of prey. However, oceanic prey is difficult to observe and its abundance and distribution is regionally generalised. We use a spatiotemporally resolved simulation model to describe mid‐trophic prey distribution within the Southern Ocean and demonstrate insights that this modelled prey field provides into the foraging behaviour of a widely distributed marine predator, the southern elephant seal. From a five‐year simulation of prey biomass, we computed climatologies of mean prey biomass (average prey conditions) and prey biomass variability (meso‐scale variability). We also compiled spatially gridded metrics of seal density and diving behaviour from 13 yr of tracking data. We statistically modelled these metrics as non‐linear functions of prey biomass (both mean and variability) and used these to predict seal distribution and behaviour. Our predictions were consistent with observations (R2adj = 0.23), indicating that seals aggregate in regions of high mesoscale activity where eddies concentrate prey. Here, seals dived deeper (R2marg = 0.12, R2cond = 0.51) and spent less time hunting (R2marg = 0.05, R2cond = 0.56), likely targeting deep but profitable prey patches. Seals generally avoided areas of low eddy activity where prey was likely dispersed. Most seals foraged south of the Subantarctic Front, despite north of the front exhibiting consistently high simulated prey biomasses. This likely reflects seal prey or habitat preferences, but also emphasises the importance of mesoscale prey biomass variability relative to regionally high mean biomass. This work demonstrates the value of coupling mechanistic representations of prey biomass with predator observations to provide insight into how biophysical processes combine to shape species distributions. This will be increasingly important for the ...
format Article in Journal/Newspaper
author Green, DB
Bestley, S
Trebilco, R
Corney, SP
Lehody, P
McMahon, CR
Guinet, C
Hindell, MA
author_facet Green, DB
Bestley, S
Trebilco, R
Corney, SP
Lehody, P
McMahon, CR
Guinet, C
Hindell, MA
author_sort Green, DB
title Modelled mid-trophic pelagic prey fields improve understanding of marine predator foraging behaviour
title_short Modelled mid-trophic pelagic prey fields improve understanding of marine predator foraging behaviour
title_full Modelled mid-trophic pelagic prey fields improve understanding of marine predator foraging behaviour
title_fullStr Modelled mid-trophic pelagic prey fields improve understanding of marine predator foraging behaviour
title_full_unstemmed Modelled mid-trophic pelagic prey fields improve understanding of marine predator foraging behaviour
title_sort modelled mid-trophic pelagic prey fields improve understanding of marine predator foraging behaviour
publisher Blackwell Munksgaard
publishDate 2020
url https://eprints.utas.edu.au/33223/
https://eprints.utas.edu.au/33223/2/138657%20-%20Modelled%20mid-trophic%20pelagic%20prey%20fields%20improve%20understanding%20of%20marine%20predator%20foraging%20behaviour.pdf
geographic Southern Ocean
geographic_facet Southern Ocean
genre Elephant Seal
Elephant Seals
Southern Elephant Seal
Southern Elephant Seals
Southern Ocean
genre_facet Elephant Seal
Elephant Seals
Southern Elephant Seal
Southern Elephant Seals
Southern Ocean
op_relation https://eprints.utas.edu.au/33223/2/138657%20-%20Modelled%20mid-trophic%20pelagic%20prey%20fields%20improve%20understanding%20of%20marine%20predator%20foraging%20behaviour.pdf
Green, DB orcid:0000-0002-0346-3129 , Bestley, S orcid:0000-0001-9342-669X , Trebilco, R, Corney, SP orcid:0000-0002-8293-0863 , Lehody, P, McMahon, CR, Guinet, C and Hindell, MA orcid:0000-0002-7823-7185 2020 , 'Modelled mid-trophic pelagic prey fields improve understanding of marine predator foraging behaviour' , Ecography, vol. 43 , pp. 1-13 , doi: https://doi.org/10.1111/ecog.04939 <https://doi.org/10.1111/ecog.04939>.
op_doi https://doi.org/10.1111/ecog.04939
container_title Ecography
container_volume 43
container_issue 7
container_start_page 1014
op_container_end_page 1026
_version_ 1766401301902524416