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...
Published in: | Frontiers in Marine Science |
---|---|
Main Authors: | , , , , |
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 |