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...

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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:unknown
Published: Frontiers Media SA 2022
Subjects:
Online Access:http://dx.doi.org/10.3389/fmars.2021.733841
https://www.frontiersin.org/articles/10.3389/fmars.2021.733841/full
id crfrontiers:10.3389/fmars.2021.733841
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spelling crfrontiers:10.3389/fmars.2021.733841 2024-02-11T10:05:30+01:00 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 http://dx.doi.org/10.3389/fmars.2021.733841 https://www.frontiersin.org/articles/10.3389/fmars.2021.733841/full unknown Frontiers Media SA https://creativecommons.org/licenses/by/4.0/ Frontiers in Marine Science volume 8 ISSN 2296-7745 Ocean Engineering Water Science and Technology Aquatic Science Global and Planetary Change Oceanography journal-article 2022 crfrontiers https://doi.org/10.3389/fmars.2021.733841 2024-01-26T09:58:07Z 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 Frontiers (Publisher) Pacific Frontiers in Marine Science 8
institution Open Polar
collection Frontiers (Publisher)
op_collection_id crfrontiers
language unknown
topic Ocean Engineering
Water Science and Technology
Aquatic Science
Global and Planetary Change
Oceanography
spellingShingle Ocean Engineering
Water Science and Technology
Aquatic Science
Global and Planetary Change
Oceanography
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 Ocean Engineering
Water Science and Technology
Aquatic Science
Global and Planetary Change
Oceanography
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
publisher Frontiers Media SA
publishDate 2022
url http://dx.doi.org/10.3389/fmars.2021.733841
https://www.frontiersin.org/articles/10.3389/fmars.2021.733841/full
geographic Pacific
geographic_facet Pacific
genre Killer Whale
Orca
Orcinus orca
genre_facet Killer Whale
Orca
Orcinus orca
op_source Frontiers in Marine Science
volume 8
ISSN 2296-7745
op_rights https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.3389/fmars.2021.733841
container_title Frontiers in Marine Science
container_volume 8
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