Video_1_Distribution and Habitat Suitability of Ross Seals in a Warming Ocean.MP4

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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Bibliographic Details
Main Authors: Mia Wege, Horst Bornemann, Arnoldus Schytte Blix, Erling Sverre Nordøy, Louise Biddle, Marthán Nieuwoudt Bester
Format: Dataset
Language:unknown
Published: 2021
Subjects:
Online Access:https://doi.org/10.3389/fmars.2021.659430.s002
https://figshare.com/articles/media/Video_1_Distribution_and_Habitat_Suitability_of_Ross_Seals_in_a_Warming_Ocean_MP4/14585352
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spelling ftfrontimediafig:oai:figshare.com:article/14585352 2023-05-15T13:36:47+02:00 Video_1_Distribution and Habitat Suitability of Ross Seals in a Warming Ocean.MP4 Mia Wege Horst Bornemann Arnoldus Schytte Blix Erling Sverre Nordøy Louise Biddle Marthán Nieuwoudt Bester 2021-05-13T05:45:22Z https://doi.org/10.3389/fmars.2021.659430.s002 https://figshare.com/articles/media/Video_1_Distribution_and_Habitat_Suitability_of_Ross_Seals_in_a_Warming_Ocean_MP4/14585352 unknown doi:10.3389/fmars.2021.659430.s002 https://figshare.com/articles/media/Video_1_Distribution_and_Habitat_Suitability_of_Ross_Seals_in_a_Warming_Ocean_MP4/14585352 CC BY 4.0 CC-BY Oceanography Marine Biology Marine Geoscience Biological Oceanography Chemical Oceanography Physical Oceanography Marine Engineering Antarctica biologging boosted regression trees models climate change habitat utilisation species distribution model remote sensing Weddell Sea Dataset Media 2021 ftfrontimediafig https://doi.org/10.3389/fmars.2021.659430.s002 2021-05-19T23:01:04Z 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. Dataset Antarc* Antarctic Antarctica Ross Seal Weddell Sea Frontiers: Figshare Antarctic Lazarev ENVELOPE(12.917,12.917,-69.967,-69.967) The Antarctic Weddell Weddell Sea
institution Open Polar
collection Frontiers: Figshare
op_collection_id ftfrontimediafig
language unknown
topic Oceanography
Marine Biology
Marine Geoscience
Biological Oceanography
Chemical Oceanography
Physical Oceanography
Marine Engineering
Antarctica
biologging
boosted regression trees models
climate change
habitat utilisation
species distribution model
remote sensing
Weddell Sea
spellingShingle Oceanography
Marine Biology
Marine Geoscience
Biological Oceanography
Chemical Oceanography
Physical Oceanography
Marine Engineering
Antarctica
biologging
boosted regression trees models
climate change
habitat utilisation
species distribution model
remote sensing
Weddell Sea
Mia Wege
Horst Bornemann
Arnoldus Schytte Blix
Erling Sverre Nordøy
Louise Biddle
Marthán Nieuwoudt Bester
Video_1_Distribution and Habitat Suitability of Ross Seals in a Warming Ocean.MP4
topic_facet Oceanography
Marine Biology
Marine Geoscience
Biological Oceanography
Chemical Oceanography
Physical Oceanography
Marine Engineering
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.
format Dataset
author Mia Wege
Horst Bornemann
Arnoldus Schytte Blix
Erling Sverre Nordøy
Louise Biddle
Marthán Nieuwoudt Bester
author_facet Mia Wege
Horst Bornemann
Arnoldus Schytte Blix
Erling Sverre Nordøy
Louise Biddle
Marthán Nieuwoudt Bester
author_sort Mia Wege
title Video_1_Distribution and Habitat Suitability of Ross Seals in a Warming Ocean.MP4
title_short Video_1_Distribution and Habitat Suitability of Ross Seals in a Warming Ocean.MP4
title_full Video_1_Distribution and Habitat Suitability of Ross Seals in a Warming Ocean.MP4
title_fullStr Video_1_Distribution and Habitat Suitability of Ross Seals in a Warming Ocean.MP4
title_full_unstemmed Video_1_Distribution and Habitat Suitability of Ross Seals in a Warming Ocean.MP4
title_sort video_1_distribution and habitat suitability of ross seals in a warming ocean.mp4
publishDate 2021
url https://doi.org/10.3389/fmars.2021.659430.s002
https://figshare.com/articles/media/Video_1_Distribution_and_Habitat_Suitability_of_Ross_Seals_in_a_Warming_Ocean_MP4/14585352
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
Weddell Sea
genre_facet Antarc*
Antarctic
Antarctica
Ross Seal
Weddell Sea
op_relation doi:10.3389/fmars.2021.659430.s002
https://figshare.com/articles/media/Video_1_Distribution_and_Habitat_Suitability_of_Ross_Seals_in_a_Warming_Ocean_MP4/14585352
op_rights CC BY 4.0
op_rightsnorm CC-BY
op_doi https://doi.org/10.3389/fmars.2021.659430.s002
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