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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Published in:Australian Mammalogy
Main Authors: Salgado Kent, Chandra, Bouchet, Phil, Wellard, Rebecca, Parnum, Iain, Fouda, Leila, Erbe, Christine
Other Authors: University of St Andrews. School of Mathematics and Statistics
Format: Article in Journal/Newspaper
Language:English
Published: 2020
Subjects:
DAS
Online Access:http://hdl.handle.net/10023/20283
https://doi.org/10.1071/AM19058
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spelling 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
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