Distribution and habitat suitability of Ross seals in a warming ocean

Understanding the determinants of poorly studied species’ spatial ecology is fundamental to understanding climate change impacts on those species and how to effectively prioritise their conservation. Ross seals (Ommatophoca rossii) are the least studied of the Antarctic pinnipeds with a limited know...

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Published in:Frontiers in Marine Science
Main Authors: Wege, Mia, Bornemann, Horst, Blix, Arnoldus Schytte, Nordoy, Erling Sverre, Biddle, Louise, Bester, Marthan Nieuwoudt
Format: Article in Journal/Newspaper
Language:English
Published: Frontiers Media 2021
Subjects:
Online Access:http://hdl.handle.net/2263/84288
https://doi.org/10.3389/fmars.2021.659430
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spelling ftunivpretoria:oai:repository.up.ac.za:2263/84288 2023-05-15T14:00:33+02:00 Distribution and habitat suitability of Ross seals in a warming ocean Wege, Mia Bornemann, Horst Blix, Arnoldus Schytte Nordoy, Erling Sverre Biddle, Louise Bester, Marthan Nieuwoudt 2021-05-13 http://hdl.handle.net/2263/84288 https://doi.org/10.3389/fmars.2021.659430 en eng Frontiers Media http://hdl.handle.net/2263/84288 2296-7745 (online) doi:10.3389/fmars.2021.659430 © 2021 Wege, Bornemann, Blix, Nordøy, Biddle and Bester. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). CC-BY Antarctica Biologging Boosted regression trees models Climate change Habitat utilisation Species distribution model Remote sensing Weddell sea Article 2021 ftunivpretoria https://doi.org/10.3389/fmars.2021.659430 2022-05-31T13:28:37Z Understanding the determinants of poorly studied species’ spatial ecology is fundamental to understanding climate change impacts on those species and how to effectively prioritise their conservation. Ross seals (Ommatophoca rossii) are the least studied of the Antarctic pinnipeds with a limited knowledge of their spatial ecology. We present the largest tracking study for this species to date, create the first habitat models, and discuss the potential impacts of climate change on their preferred habitat and the implications for conservation. We combined newly collected satellite tracking data (2016–2019: n = 11) with previously published data (2001: n = 8) from the Weddell, King Haakon VII and Lazarev seas, Antarctica, and used 16 remotely sensed environmental variables to model Ross seal habitat suitability by means of boosted regression trees for summer and winter, respectively. Five of the top environmental predictors were relevant in both summer and winter (sea-surface temperature, distance to the ice edge, ice concentration standard deviation, mixed-layer depth, and sea-surface height anomalies). Ross seals preferred to forage in waters ranging between -1 and 2°C, where the mixed-layer depth was shallower in summer and deeper in winter, where current speeds were slower, and away from the ice edge in the open ocean. Receding ice edge and shoaling of the mixed layer induced by climate change may reduce swimming distances and diving depths, thereby reducing foraging costs. However, predicted increased current speeds and sea-surface temperatures may reduce habitat suitability in these regions. We suggest that the response of Ross seals to climate change will be regionally specific, their future success will ultimately depend on how their prey responds to regional climate effects and their own behavioural plasticity. The National Research Foundation (NRF) South African National Antarctic Programme (SANAP) and the Open Access Publication Funds of Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und ... Article in Journal/Newspaper Antarc* Antarctic Antarctica Ross Seal South African National Antarctic Programme Weddell Sea University of Pretoria: UPSpace Antarctic Lazarev ENVELOPE(12.917,12.917,-69.967,-69.967) The Antarctic Weddell Weddell Sea Frontiers in Marine Science 8
institution Open Polar
collection University of Pretoria: UPSpace
op_collection_id ftunivpretoria
language English
topic Antarctica
Biologging
Boosted regression trees models
Climate change
Habitat utilisation
Species distribution model
Remote sensing
Weddell sea
spellingShingle Antarctica
Biologging
Boosted regression trees models
Climate change
Habitat utilisation
Species distribution model
Remote sensing
Weddell sea
Wege, Mia
Bornemann, Horst
Blix, Arnoldus Schytte
Nordoy, Erling Sverre
Biddle, Louise
Bester, Marthan Nieuwoudt
Distribution and habitat suitability of Ross seals in a warming ocean
topic_facet Antarctica
Biologging
Boosted regression trees models
Climate change
Habitat utilisation
Species distribution model
Remote sensing
Weddell sea
description Understanding the determinants of poorly studied species’ spatial ecology is fundamental to understanding climate change impacts on those species and how to effectively prioritise their conservation. Ross seals (Ommatophoca rossii) are the least studied of the Antarctic pinnipeds with a limited knowledge of their spatial ecology. We present the largest tracking study for this species to date, create the first habitat models, and discuss the potential impacts of climate change on their preferred habitat and the implications for conservation. We combined newly collected satellite tracking data (2016–2019: n = 11) with previously published data (2001: n = 8) from the Weddell, King Haakon VII and Lazarev seas, Antarctica, and used 16 remotely sensed environmental variables to model Ross seal habitat suitability by means of boosted regression trees for summer and winter, respectively. Five of the top environmental predictors were relevant in both summer and winter (sea-surface temperature, distance to the ice edge, ice concentration standard deviation, mixed-layer depth, and sea-surface height anomalies). Ross seals preferred to forage in waters ranging between -1 and 2°C, where the mixed-layer depth was shallower in summer and deeper in winter, where current speeds were slower, and away from the ice edge in the open ocean. Receding ice edge and shoaling of the mixed layer induced by climate change may reduce swimming distances and diving depths, thereby reducing foraging costs. However, predicted increased current speeds and sea-surface temperatures may reduce habitat suitability in these regions. We suggest that the response of Ross seals to climate change will be regionally specific, their future success will ultimately depend on how their prey responds to regional climate effects and their own behavioural plasticity. The National Research Foundation (NRF) South African National Antarctic Programme (SANAP) and the Open Access Publication Funds of Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und ...
format Article in Journal/Newspaper
author Wege, Mia
Bornemann, Horst
Blix, Arnoldus Schytte
Nordoy, Erling Sverre
Biddle, Louise
Bester, Marthan Nieuwoudt
author_facet Wege, Mia
Bornemann, Horst
Blix, Arnoldus Schytte
Nordoy, Erling Sverre
Biddle, Louise
Bester, Marthan Nieuwoudt
author_sort Wege, Mia
title Distribution and habitat suitability of Ross seals in a warming ocean
title_short Distribution and habitat suitability of Ross seals in a warming ocean
title_full Distribution and habitat suitability of Ross seals in a warming ocean
title_fullStr Distribution and habitat suitability of Ross seals in a warming ocean
title_full_unstemmed Distribution and habitat suitability of Ross seals in a warming ocean
title_sort distribution and habitat suitability of ross seals in a warming ocean
publisher Frontiers Media
publishDate 2021
url http://hdl.handle.net/2263/84288
https://doi.org/10.3389/fmars.2021.659430
long_lat ENVELOPE(12.917,12.917,-69.967,-69.967)
geographic Antarctic
Lazarev
The Antarctic
Weddell
Weddell Sea
geographic_facet Antarctic
Lazarev
The Antarctic
Weddell
Weddell Sea
genre Antarc*
Antarctic
Antarctica
Ross Seal
South African National Antarctic Programme
Weddell Sea
genre_facet Antarc*
Antarctic
Antarctica
Ross Seal
South African National Antarctic Programme
Weddell Sea
op_relation http://hdl.handle.net/2263/84288
2296-7745 (online)
doi:10.3389/fmars.2021.659430
op_rights © 2021 Wege, Bornemann, Blix, Nordøy, Biddle and Bester. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY).
op_rightsnorm CC-BY
op_doi https://doi.org/10.3389/fmars.2021.659430
container_title Frontiers in Marine Science
container_volume 8
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