Modelling the effects of environmental conditions on the acoustic occurrence and behaviour of Antarctic blue whales

Harvested to perilously low numbers by commercial whaling during the past century, the large scale response of Antarctic blue whales Balaenoptera musculus intermedia to environmental variability is poorly understood. This study uses acoustic data collected from 586 sonobuoys deployed in the austral...

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Published in:PLOS ONE
Main Authors: Shabangu, Fannie Welcome, Yemane, Dawit, Stafford, Kathleen M., Ensor, Paul, Findlay, Kenneth Pierce
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science 2017
Subjects:
Online Access:http://hdl.handle.net/2263/61609
https://doi.org/10.1371/journal.pone.0172705
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spelling ftunivpretoria:oai:repository.up.ac.za:2263/61609 2023-05-15T14:05:19+02:00 Modelling the effects of environmental conditions on the acoustic occurrence and behaviour of Antarctic blue whales Shabangu, Fannie Welcome Yemane, Dawit Stafford, Kathleen M. Ensor, Paul Findlay, Kenneth Pierce 2017-02-21 http://hdl.handle.net/2263/61609 https://doi.org/10.1371/journal.pone.0172705 en eng Public Library of Science http://hdl.handle.net/2263/61609 1932-6203 doi:10.1371/journal.pone.0172705 © 2017 Shabangu et al. This is an open access article distributed under the terms of the Creative Commons Attribution License. CC-BY Southern Ocean Environmental conditions Southern boundary of the Antarctic Circumpolar Current (SBACC) Antarctic blue whales (Balaenoptera musculus) Article 2017 ftunivpretoria https://doi.org/10.1371/journal.pone.0172705 2022-06-28T00:16:06Z Harvested to perilously low numbers by commercial whaling during the past century, the large scale response of Antarctic blue whales Balaenoptera musculus intermedia to environmental variability is poorly understood. This study uses acoustic data collected from 586 sonobuoys deployed in the austral summers of 1997 through 2009, south of 38°S, coupled with visual observations of blue whales during the IWC SOWER line-transect surveys. The characteristic Z-call and D-call of Antarctic blue whales were detected using an automated detection template and visual verification method. Using a random forest model, we showed the environmental preferences pattern, spatial occurrence and acoustic behaviour of Antarctic blue whales. Distance to the southern boundary of the Antarctic Circumpolar Current (SBACC), latitude and distance from the nearest Antarctic shores were the main geographic predictors of blue whale call occurrence. Satellite-derived sea surface height, sea surface temperature, and productivity (chlorophyll-a) were the most important environmental predictors of blue whale call occurrence. Call rates of D-calls were strongly predicted by the location of the SBACC, latitude and visually detected number of whales in an area while call rates of Z-call were predicted by the SBACC, latitude and longitude. Satellite-derived sea surface height, wind stress, wind direction, water depth, sea surface temperatures, chlorophyll-a and wind speed were important environmental predictors of blue whale call rates in the Southern Ocean. Blue whale call occurrence and call rates varied significantly in response to inter-annual and long term variability of those environmental predictors. Our results identify the response of Antarctic blue whales to inter-annual variability in environmental conditions and highlighted potential suitable habitats for this population. Such emerging knowledge about the acoustic behaviour, environmental and habitat preferences of Antarctic blue whales is important in improving the management and ... Article in Journal/Newspaper Antarc* Antarctic Balaenoptera musculus Blue whale Southern Ocean University of Pretoria: UPSpace Antarctic Southern Ocean The Antarctic Austral PLOS ONE 12 2 e0172705
institution Open Polar
collection University of Pretoria: UPSpace
op_collection_id ftunivpretoria
language English
topic Southern Ocean
Environmental conditions
Southern boundary of the Antarctic Circumpolar Current (SBACC)
Antarctic blue whales (Balaenoptera musculus)
spellingShingle Southern Ocean
Environmental conditions
Southern boundary of the Antarctic Circumpolar Current (SBACC)
Antarctic blue whales (Balaenoptera musculus)
Shabangu, Fannie Welcome
Yemane, Dawit
Stafford, Kathleen M.
Ensor, Paul
Findlay, Kenneth Pierce
Modelling the effects of environmental conditions on the acoustic occurrence and behaviour of Antarctic blue whales
topic_facet Southern Ocean
Environmental conditions
Southern boundary of the Antarctic Circumpolar Current (SBACC)
Antarctic blue whales (Balaenoptera musculus)
description Harvested to perilously low numbers by commercial whaling during the past century, the large scale response of Antarctic blue whales Balaenoptera musculus intermedia to environmental variability is poorly understood. This study uses acoustic data collected from 586 sonobuoys deployed in the austral summers of 1997 through 2009, south of 38°S, coupled with visual observations of blue whales during the IWC SOWER line-transect surveys. The characteristic Z-call and D-call of Antarctic blue whales were detected using an automated detection template and visual verification method. Using a random forest model, we showed the environmental preferences pattern, spatial occurrence and acoustic behaviour of Antarctic blue whales. Distance to the southern boundary of the Antarctic Circumpolar Current (SBACC), latitude and distance from the nearest Antarctic shores were the main geographic predictors of blue whale call occurrence. Satellite-derived sea surface height, sea surface temperature, and productivity (chlorophyll-a) were the most important environmental predictors of blue whale call occurrence. Call rates of D-calls were strongly predicted by the location of the SBACC, latitude and visually detected number of whales in an area while call rates of Z-call were predicted by the SBACC, latitude and longitude. Satellite-derived sea surface height, wind stress, wind direction, water depth, sea surface temperatures, chlorophyll-a and wind speed were important environmental predictors of blue whale call rates in the Southern Ocean. Blue whale call occurrence and call rates varied significantly in response to inter-annual and long term variability of those environmental predictors. Our results identify the response of Antarctic blue whales to inter-annual variability in environmental conditions and highlighted potential suitable habitats for this population. Such emerging knowledge about the acoustic behaviour, environmental and habitat preferences of Antarctic blue whales is important in improving the management and ...
format Article in Journal/Newspaper
author Shabangu, Fannie Welcome
Yemane, Dawit
Stafford, Kathleen M.
Ensor, Paul
Findlay, Kenneth Pierce
author_facet Shabangu, Fannie Welcome
Yemane, Dawit
Stafford, Kathleen M.
Ensor, Paul
Findlay, Kenneth Pierce
author_sort Shabangu, Fannie Welcome
title Modelling the effects of environmental conditions on the acoustic occurrence and behaviour of Antarctic blue whales
title_short Modelling the effects of environmental conditions on the acoustic occurrence and behaviour of Antarctic blue whales
title_full Modelling the effects of environmental conditions on the acoustic occurrence and behaviour of Antarctic blue whales
title_fullStr Modelling the effects of environmental conditions on the acoustic occurrence and behaviour of Antarctic blue whales
title_full_unstemmed Modelling the effects of environmental conditions on the acoustic occurrence and behaviour of Antarctic blue whales
title_sort modelling the effects of environmental conditions on the acoustic occurrence and behaviour of antarctic blue whales
publisher Public Library of Science
publishDate 2017
url http://hdl.handle.net/2263/61609
https://doi.org/10.1371/journal.pone.0172705
geographic Antarctic
Southern Ocean
The Antarctic
Austral
geographic_facet Antarctic
Southern Ocean
The Antarctic
Austral
genre Antarc*
Antarctic
Balaenoptera musculus
Blue whale
Southern Ocean
genre_facet Antarc*
Antarctic
Balaenoptera musculus
Blue whale
Southern Ocean
op_relation http://hdl.handle.net/2263/61609
1932-6203
doi:10.1371/journal.pone.0172705
op_rights © 2017 Shabangu et al. This is an open access article distributed under the terms of the Creative Commons Attribution License.
op_rightsnorm CC-BY
op_doi https://doi.org/10.1371/journal.pone.0172705
container_title PLOS ONE
container_volume 12
container_issue 2
container_start_page e0172705
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