Dolphin Distribution and Habitat Suitability in North Western Australia:Applications and Implications of a Broad-Scale, Non-targeted Dataset

Understanding species’ distribution patterns and the environmental and ecological interactions that drive them is fundamental for biodiversity conservation. Data deficiency exists in areas that are difficult to access, or where resources are limited. We use a broad-scale, non-targeted dataset to des...

Full description

Bibliographic Details
Published in:Frontiers in Marine Science
Main Authors: Hanf, Daniella, Hodgson, Amanda Jane, Kobryn, Halina, Bejder, Lars, Smith, Joshua Nathan
Format: Article in Journal/Newspaper
Language:English
Published: 2022
Subjects:
Online Access:https://pure.au.dk/portal/da/publications/dolphin-distribution-and-habitat-suitability-in-north-western-australia(f55f0c03-99c0-4404-8df4-8edeb2a5a00c).html
https://doi.org/10.3389/fmars.2021.733841
http://www.scopus.com/inward/record.url?scp=85125371077&partnerID=8YFLogxK
id ftuniaarhuspubl:oai:pure.atira.dk:publications/f55f0c03-99c0-4404-8df4-8edeb2a5a00c
record_format openpolar
spelling ftuniaarhuspubl:oai:pure.atira.dk:publications/f55f0c03-99c0-4404-8df4-8edeb2a5a00c 2023-05-15T17:03:32+02:00 Dolphin Distribution and Habitat Suitability in North Western Australia:Applications and Implications of a Broad-Scale, Non-targeted Dataset Hanf, Daniella Hodgson, Amanda Jane Kobryn, Halina Bejder, Lars Smith, Joshua Nathan 2022-02 https://pure.au.dk/portal/da/publications/dolphin-distribution-and-habitat-suitability-in-north-western-australia(f55f0c03-99c0-4404-8df4-8edeb2a5a00c).html https://doi.org/10.3389/fmars.2021.733841 http://www.scopus.com/inward/record.url?scp=85125371077&partnerID=8YFLogxK eng eng info:eu-repo/semantics/openAccess Hanf , D , Hodgson , A J , Kobryn , H , Bejder , L & Smith , J N 2022 , ' Dolphin Distribution and Habitat Suitability in North Western Australia : Applications and Implications of a Broad-Scale, Non-targeted Dataset ' , Frontiers in Marine Science , vol. 8 , 733841 . https://doi.org/10.3389/fmars.2021.733841 Australian humpback dolphin distribution environmental impact assessment habitat suitability Indo-Pacific bottlenose dolphin Maximum Entropy (MaxEnt) niche partitioning seasonal variation article 2022 ftuniaarhuspubl https://doi.org/10.3389/fmars.2021.733841 2022-05-18T22:55:30Z Understanding species’ distribution patterns and the environmental and ecological interactions that drive them is fundamental for biodiversity conservation. Data deficiency exists in areas that are difficult to access, or where resources are limited. We use a broad-scale, non-targeted dataset to describe dolphin distribution and habitat suitability in remote north Western Australia, where there is a paucity of data to adequately inform species management. From 1,169 opportunistic dolphin sightings obtained from 10 dugong aerial surveys conducted over a four-year period, there were 661 Indo-Pacific bottlenose dolphin (Tursiops aduncus), 191 Australian humpback dolphin (Sousa sahulensis), nine Australian snubfin dolphin (Orcaella heinsohni), 16 Stenella sp., one killer whale (Orcinus orca), one false killer whale (Pseudorca crassidens), and 290 unidentified dolphin species sightings. Maximum Entropy (MaxEnt) habitat suitability models identified shallow intertidal areas around mainland coast, islands and shoals as important areas for humpback dolphins. In contrast, bottlenose dolphins are more likely to occur further offshore and at greater depths, suggesting niche partitioning between these two sympatric species. Bottlenose dolphin response to sea surface temperature is markedly different between seasons (positive in May; negative in October) and probably influenced by the Leeuwin Current, a prominent oceanographic feature. Our findings support broad marine spatial planning, impact assessment and the design of future surveys, which would benefit from the collection of high-resolution digital images for species identification verification. A substantial proportion of data were removed due to uncertainties resulting from non-targeted observations and this is likely to have reduced model performance. We highlight the importance of considering climatic and seasonal fluctuations in interpreting distribution patterns and species interactions in assuming habitat suitability. Article in Journal/Newspaper Killer Whale Orca Orcinus orca Aarhus University: Research Pacific Frontiers in Marine Science 8
institution Open Polar
collection Aarhus University: Research
op_collection_id ftuniaarhuspubl
language English
topic Australian humpback dolphin
distribution
environmental impact assessment
habitat suitability
Indo-Pacific bottlenose dolphin
Maximum Entropy (MaxEnt)
niche partitioning
seasonal variation
spellingShingle Australian humpback dolphin
distribution
environmental impact assessment
habitat suitability
Indo-Pacific bottlenose dolphin
Maximum Entropy (MaxEnt)
niche partitioning
seasonal variation
Hanf, Daniella
Hodgson, Amanda Jane
Kobryn, Halina
Bejder, Lars
Smith, Joshua Nathan
Dolphin Distribution and Habitat Suitability in North Western Australia:Applications and Implications of a Broad-Scale, Non-targeted Dataset
topic_facet Australian humpback dolphin
distribution
environmental impact assessment
habitat suitability
Indo-Pacific bottlenose dolphin
Maximum Entropy (MaxEnt)
niche partitioning
seasonal variation
description Understanding species’ distribution patterns and the environmental and ecological interactions that drive them is fundamental for biodiversity conservation. Data deficiency exists in areas that are difficult to access, or where resources are limited. We use a broad-scale, non-targeted dataset to describe dolphin distribution and habitat suitability in remote north Western Australia, where there is a paucity of data to adequately inform species management. From 1,169 opportunistic dolphin sightings obtained from 10 dugong aerial surveys conducted over a four-year period, there were 661 Indo-Pacific bottlenose dolphin (Tursiops aduncus), 191 Australian humpback dolphin (Sousa sahulensis), nine Australian snubfin dolphin (Orcaella heinsohni), 16 Stenella sp., one killer whale (Orcinus orca), one false killer whale (Pseudorca crassidens), and 290 unidentified dolphin species sightings. Maximum Entropy (MaxEnt) habitat suitability models identified shallow intertidal areas around mainland coast, islands and shoals as important areas for humpback dolphins. In contrast, bottlenose dolphins are more likely to occur further offshore and at greater depths, suggesting niche partitioning between these two sympatric species. Bottlenose dolphin response to sea surface temperature is markedly different between seasons (positive in May; negative in October) and probably influenced by the Leeuwin Current, a prominent oceanographic feature. Our findings support broad marine spatial planning, impact assessment and the design of future surveys, which would benefit from the collection of high-resolution digital images for species identification verification. A substantial proportion of data were removed due to uncertainties resulting from non-targeted observations and this is likely to have reduced model performance. We highlight the importance of considering climatic and seasonal fluctuations in interpreting distribution patterns and species interactions in assuming habitat suitability.
format Article in Journal/Newspaper
author Hanf, Daniella
Hodgson, Amanda Jane
Kobryn, Halina
Bejder, Lars
Smith, Joshua Nathan
author_facet Hanf, Daniella
Hodgson, Amanda Jane
Kobryn, Halina
Bejder, Lars
Smith, Joshua Nathan
author_sort Hanf, Daniella
title Dolphin Distribution and Habitat Suitability in North Western Australia:Applications and Implications of a Broad-Scale, Non-targeted Dataset
title_short Dolphin Distribution and Habitat Suitability in North Western Australia:Applications and Implications of a Broad-Scale, Non-targeted Dataset
title_full Dolphin Distribution and Habitat Suitability in North Western Australia:Applications and Implications of a Broad-Scale, Non-targeted Dataset
title_fullStr Dolphin Distribution and Habitat Suitability in North Western Australia:Applications and Implications of a Broad-Scale, Non-targeted Dataset
title_full_unstemmed Dolphin Distribution and Habitat Suitability in North Western Australia:Applications and Implications of a Broad-Scale, Non-targeted Dataset
title_sort dolphin distribution and habitat suitability in north western australia:applications and implications of a broad-scale, non-targeted dataset
publishDate 2022
url https://pure.au.dk/portal/da/publications/dolphin-distribution-and-habitat-suitability-in-north-western-australia(f55f0c03-99c0-4404-8df4-8edeb2a5a00c).html
https://doi.org/10.3389/fmars.2021.733841
http://www.scopus.com/inward/record.url?scp=85125371077&partnerID=8YFLogxK
geographic Pacific
geographic_facet Pacific
genre Killer Whale
Orca
Orcinus orca
genre_facet Killer Whale
Orca
Orcinus orca
op_source Hanf , D , Hodgson , A J , Kobryn , H , Bejder , L & Smith , J N 2022 , ' Dolphin Distribution and Habitat Suitability in North Western Australia : Applications and Implications of a Broad-Scale, Non-targeted Dataset ' , Frontiers in Marine Science , vol. 8 , 733841 . https://doi.org/10.3389/fmars.2021.733841
op_rights info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.3389/fmars.2021.733841
container_title Frontiers in Marine Science
container_volume 8
_version_ 1766057436130574336