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...

Full description

Bibliographic Details
Published in:Australian Mammalogy
Main Authors: Salgado Kent, Chandra, Bouchet, Phil, Wellard, Rebecca, Parnum, Iain, Fouda, Leila, Erbe, Christine
Format: Article in Journal/Newspaper
Language:English
Published: CSIRO PUBLISHING 2020
Subjects:
POD
BAY
Online Access:https://hdl.handle.net/20.500.11937/80261
https://doi.org/10.1071/AM19058
id ftcurtin:oai:espace.curtin.edu.au:20.500.11937/80261
record_format openpolar
spelling ftcurtin:oai:espace.curtin.edu.au:20.500.11937/80261 2023-06-11T04:13:41+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 2020 fulltext https://hdl.handle.net/20.500.11937/80261 https://doi.org/10.1071/AM19058 English eng CSIRO PUBLISHING http://hdl.handle.net/20.500.11937/80261 doi:10.1071/AM19058 http://creativecommons.org/licenses/by/4.0/ Science & Technology Life Sciences & Biomedicine Zoology generalised estimating equations habitat modelling submarine canyons temporal autocorrelation whale watching ESTIMATING EQUATIONS FORAGING BEHAVIOR HABITAT MODELS POPULATION ABUNDANCE PREFERENCES SELECTION POD BAY Journal Article 2020 ftcurtin https://doi.org/20.500.11937/8026110.1071/AM19058 2023-05-30T19:58:05Z 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 ¼ 177), sperm (n ¼ 69), long-finned pilot (n ¼ 29), false killer (n ¼ 2), and straptoothed beaked (n ¼ 1) whales, as well as bottlenose (n ¼ 12) and common (n ¼ 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. Article in Journal/Newspaper Killer Whale Orca Orcinus orca Killer whale Curtin University: espace Australian Mammalogy 43 2 168
institution Open Polar
collection Curtin University: espace
op_collection_id ftcurtin
language English
topic Science & Technology
Life Sciences & Biomedicine
Zoology
generalised estimating equations
habitat modelling
submarine canyons
temporal autocorrelation
whale watching
ESTIMATING EQUATIONS
FORAGING BEHAVIOR
HABITAT
MODELS
POPULATION
ABUNDANCE
PREFERENCES
SELECTION
POD
BAY
spellingShingle Science & Technology
Life Sciences & Biomedicine
Zoology
generalised estimating equations
habitat modelling
submarine canyons
temporal autocorrelation
whale watching
ESTIMATING EQUATIONS
FORAGING BEHAVIOR
HABITAT
MODELS
POPULATION
ABUNDANCE
PREFERENCES
SELECTION
POD
BAY
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 Science & Technology
Life Sciences & Biomedicine
Zoology
generalised estimating equations
habitat modelling
submarine canyons
temporal autocorrelation
whale watching
ESTIMATING EQUATIONS
FORAGING BEHAVIOR
HABITAT
MODELS
POPULATION
ABUNDANCE
PREFERENCES
SELECTION
POD
BAY
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 ¼ 177), sperm (n ¼ 69), long-finned pilot (n ¼ 29), false killer (n ¼ 2), and straptoothed beaked (n ¼ 1) whales, as well as bottlenose (n ¼ 12) and common (n ¼ 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.
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
publisher CSIRO PUBLISHING
publishDate 2020
url https://hdl.handle.net/20.500.11937/80261
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 http://hdl.handle.net/20.500.11937/80261
doi:10.1071/AM19058
op_rights http://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/20.500.11937/8026110.1071/AM19058
container_title Australian Mammalogy
container_volume 43
container_issue 2
container_start_page 168
_version_ 1768390943321358336