Seasonal productivity drives aggregations of killer whales and other cetaceans over submarine canyons of the Bremer Sub-Basin, south-western Australia
Cetaceans are iconic predators that serve as important indicators of marine ecosystem health. The Bremer Sub-Basin, south-western Australia, supports a diverse cetacean community including the largest documented aggregation of killer whales (Orcinus orca) in Australian waters. Knowledge of cetacean...
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Online Access: | http://hdl.handle.net/10023/20283 https://doi.org/10.1071/AM19058 |
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ftstandrewserep:oai:research-repository.st-andrews.ac.uk:10023/20283 2023-07-02T03:32:50+02:00 Seasonal productivity drives aggregations of killer whales and other cetaceans over submarine canyons of the Bremer Sub-Basin, south-western Australia Salgado Kent, Chandra Bouchet, Phil Wellard, Rebecca Parnum, Iain Fouda, Leila Erbe, Christine University of St Andrews. School of Mathematics and Statistics 2020-07-17T16:30:52Z 11 application/pdf http://hdl.handle.net/10023/20283 https://doi.org/10.1071/AM19058 eng eng Australian Mammalogy Salgado Kent , C , Bouchet , P , Wellard , R , Parnum , I , Fouda , L & Erbe , C 2020 , ' Seasonal productivity drives aggregations of killer whales and other cetaceans over submarine canyons of the Bremer Sub-Basin, south-western Australia ' , Australian Mammalogy , vol. Early Online . https://doi.org/10.1071/AM19058 0310-0049 PURE: 269101911 PURE UUID: a280ee6a-2c85-40ab-ac92-aaa17d520a6c crossref: 10.1071/AM19058 ORCID: /0000-0002-2144-2049/work/77131926 WOS: 000546127600001 Scopus: 85090680567 http://hdl.handle.net/10023/20283 https://doi.org/10.1071/AM19058 Copyright © Australian Mammal Society 2020. This is an open access article under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made. Generalised estimating equations Habitat modelling Submarine canyons Temporal autocorrelation Whale watching QH301 Biology DAS SDG 14 - Life Below Water QH301 Journal article 2020 ftstandrewserep https://doi.org/10.1071/AM19058 2023-06-13T18:29:25Z Cetaceans are iconic predators that serve as important indicators of marine ecosystem health. The Bremer Sub-Basin, south-western Australia, supports a diverse cetacean community including the largest documented aggregation of killer whales (Orcinus orca) in Australian waters. Knowledge of cetacean distributions is critical for managing the area’s thriving ecotourism industry, yet is largely sporadic. Here we combined aerial with opportunistic ship-borne surveys during 2015–2017 to describe the occurrence of multiple cetacean species on a regional scale. We used generalised estimating equations to model variation in killer whale relative density as a function of both static and dynamic covariates, including seabed depth, slope, and chlorophyll a concentration, while accounting for autocorrelation. Encountered cetacean groups included: killer (n = 177), sperm (n = 69), long-finned pilot (n = 29), false killer (n = 2), and strap-toothed beaked (n = 1) whales, as well as bottlenose (n = 12) and common (n = 5) dolphins. Killer whale numbers peaked in areas of low temperatures and high primary productivity, likely due to seasonal upwelling of nutrient-rich waters supporting high prey biomass. The best predictive model highlighted potential killer whale ‘hotspots’ in the Henry, Hood, Pallinup and Bremer Canyons. This study demonstrates the value of abundance data from platforms of opportunity for marine planning and wildlife management in the open ocean. Publisher PDF Peer reviewed Article in Journal/Newspaper Killer Whale Orca Orcinus orca Killer whale University of St Andrews: Digital Research Repository Australian Mammalogy 43 2 168 |
institution |
Open Polar |
collection |
University of St Andrews: Digital Research Repository |
op_collection_id |
ftstandrewserep |
language |
English |
topic |
Generalised estimating equations Habitat modelling Submarine canyons Temporal autocorrelation Whale watching QH301 Biology DAS SDG 14 - Life Below Water QH301 |
spellingShingle |
Generalised estimating equations Habitat modelling Submarine canyons Temporal autocorrelation Whale watching QH301 Biology DAS SDG 14 - Life Below Water QH301 Salgado Kent, Chandra Bouchet, Phil Wellard, Rebecca Parnum, Iain Fouda, Leila Erbe, Christine Seasonal productivity drives aggregations of killer whales and other cetaceans over submarine canyons of the Bremer Sub-Basin, south-western Australia |
topic_facet |
Generalised estimating equations Habitat modelling Submarine canyons Temporal autocorrelation Whale watching QH301 Biology DAS SDG 14 - Life Below Water QH301 |
description |
Cetaceans are iconic predators that serve as important indicators of marine ecosystem health. The Bremer Sub-Basin, south-western Australia, supports a diverse cetacean community including the largest documented aggregation of killer whales (Orcinus orca) in Australian waters. Knowledge of cetacean distributions is critical for managing the area’s thriving ecotourism industry, yet is largely sporadic. Here we combined aerial with opportunistic ship-borne surveys during 2015–2017 to describe the occurrence of multiple cetacean species on a regional scale. We used generalised estimating equations to model variation in killer whale relative density as a function of both static and dynamic covariates, including seabed depth, slope, and chlorophyll a concentration, while accounting for autocorrelation. Encountered cetacean groups included: killer (n = 177), sperm (n = 69), long-finned pilot (n = 29), false killer (n = 2), and strap-toothed beaked (n = 1) whales, as well as bottlenose (n = 12) and common (n = 5) dolphins. Killer whale numbers peaked in areas of low temperatures and high primary productivity, likely due to seasonal upwelling of nutrient-rich waters supporting high prey biomass. The best predictive model highlighted potential killer whale ‘hotspots’ in the Henry, Hood, Pallinup and Bremer Canyons. This study demonstrates the value of abundance data from platforms of opportunity for marine planning and wildlife management in the open ocean. Publisher PDF Peer reviewed |
author2 |
University of St Andrews. School of Mathematics and Statistics |
format |
Article in Journal/Newspaper |
author |
Salgado Kent, Chandra Bouchet, Phil Wellard, Rebecca Parnum, Iain Fouda, Leila Erbe, Christine |
author_facet |
Salgado Kent, Chandra Bouchet, Phil Wellard, Rebecca Parnum, Iain Fouda, Leila Erbe, Christine |
author_sort |
Salgado Kent, Chandra |
title |
Seasonal productivity drives aggregations of killer whales and other cetaceans over submarine canyons of the Bremer Sub-Basin, south-western Australia |
title_short |
Seasonal productivity drives aggregations of killer whales and other cetaceans over submarine canyons of the Bremer Sub-Basin, south-western Australia |
title_full |
Seasonal productivity drives aggregations of killer whales and other cetaceans over submarine canyons of the Bremer Sub-Basin, south-western Australia |
title_fullStr |
Seasonal productivity drives aggregations of killer whales and other cetaceans over submarine canyons of the Bremer Sub-Basin, south-western Australia |
title_full_unstemmed |
Seasonal productivity drives aggregations of killer whales and other cetaceans over submarine canyons of the Bremer Sub-Basin, south-western Australia |
title_sort |
seasonal productivity drives aggregations of killer whales and other cetaceans over submarine canyons of the bremer sub-basin, south-western australia |
publishDate |
2020 |
url |
http://hdl.handle.net/10023/20283 https://doi.org/10.1071/AM19058 |
genre |
Killer Whale Orca Orcinus orca Killer whale |
genre_facet |
Killer Whale Orca Orcinus orca Killer whale |
op_relation |
Australian Mammalogy Salgado Kent , C , Bouchet , P , Wellard , R , Parnum , I , Fouda , L & Erbe , C 2020 , ' Seasonal productivity drives aggregations of killer whales and other cetaceans over submarine canyons of the Bremer Sub-Basin, south-western Australia ' , Australian Mammalogy , vol. Early Online . https://doi.org/10.1071/AM19058 0310-0049 PURE: 269101911 PURE UUID: a280ee6a-2c85-40ab-ac92-aaa17d520a6c crossref: 10.1071/AM19058 ORCID: /0000-0002-2144-2049/work/77131926 WOS: 000546127600001 Scopus: 85090680567 http://hdl.handle.net/10023/20283 https://doi.org/10.1071/AM19058 |
op_rights |
Copyright © Australian Mammal Society 2020. This is an open access article under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made. |
op_doi |
https://doi.org/10.1071/AM19058 |
container_title |
Australian Mammalogy |
container_volume |
43 |
container_issue |
2 |
container_start_page |
168 |
_version_ |
1770272520002338816 |