High-Resolution Vertical Habitat Mapping of a Deep-Sea Cliff offshore Greenland
Recent advances in deep-sea exploration with underwater vehicles have led to the discovery of vertical environments inhabited by a diverse sessile fauna. However, despite their ecological importance, vertical habitats remain poorly characterized by conventional downward-looking survey techniques. He...
Published in: | Frontiers in Marine Science |
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Language: | English |
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2021
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Online Access: | https://hdl.handle.net/1983/08c20a34-7603-46cc-b38b-700c4a937871 https://research-information.bris.ac.uk/en/publications/08c20a34-7603-46cc-b38b-700c4a937871 https://doi.org/10.3389/fmars.2021.669372 https://research-information.bris.ac.uk/ws/files/309641971/fmars_08_669372.pdf |
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ftubristolcris:oai:research-information.bris.ac.uk:publications/08c20a34-7603-46cc-b38b-700c4a937871 2024-02-04T10:00:47+01:00 High-Resolution Vertical Habitat Mapping of a Deep-Sea Cliff offshore Greenland Van Audenhaege , Loic Broad, Emmeline Hendry, Katharine Huvenne, Veerle A I 2021-06-22 application/pdf https://hdl.handle.net/1983/08c20a34-7603-46cc-b38b-700c4a937871 https://research-information.bris.ac.uk/en/publications/08c20a34-7603-46cc-b38b-700c4a937871 https://doi.org/10.3389/fmars.2021.669372 https://research-information.bris.ac.uk/ws/files/309641971/fmars_08_669372.pdf eng eng info:eu-repo/grantAgreement/EC/H2020/678371 info:eu-repo/semantics/openAccess Van Audenhaege , L , Broad , E , Hendry , K & Huvenne , V A I 2021 , ' High-Resolution Vertical Habitat Mapping of a Deep-Sea Cliff offshore Greenland ' , Frontiers in Marine Science , vol. 8 , 669372 . https://doi.org/10.3389/fmars.2021.669372 marine habitat mapping deep-water vertical cliff ROV multibeam echosounder terrain point cloud Greenland glacial trough suspension-feeding community underwater exploration article 2021 ftubristolcris https://doi.org/10.3389/fmars.2021.669372 2024-01-11T23:45:51Z Recent advances in deep-sea exploration with underwater vehicles have led to the discovery of vertical environments inhabited by a diverse sessile fauna. However, despite their ecological importance, vertical habitats remain poorly characterized by conventional downward-looking survey techniques. Here we present a high-resolution 3-dimensional habitat map of a vertical cliff hosting a suspension-feeding community at the flank of an underwater glacial trough in the Greenland waters of the Labrador Sea. Using a forward-looking set-up on a Remotely Operated Vehicle (ROV), a high resolution Multibeam echosounder was used to map out the topography of the deep-sea terrain, including, for the first time, the backscatter intensity. Navigational accuracy was improved through a combination of the USBL and the DVL navigation of the ROV. Multi-scale terrain descriptors were derived and assigned to the 3D point cloud of the terrain. Following an unsupervised habitat mapping approach, the application of a K-means clustering revealed four potential habitat types, driven by geomorphology, backscatter and fine-scale features. Using groundtruthing seabed images, the ecological significance of the four habitat clusters was assessed in order to evaluate the benefit of unsupervised habitat mapping for further fine-scale ecological studies of vertical environments. This study demonstrates the importance of a priori knowledge of the terrain around habitats that are rarely explored for ecological investigations. It also emphasizes the importance of remote characterization of habitat distribution for assessing the representativeness of benthic faunal studies often constrained by time-limited sampling activities. This case study further identifies current limitations (e.g., navigation accuracy, irregular terrain acquisition difficulties) that can potentially limit the use of deep-sea terrain models for fine-scale investigations. Article in Journal/Newspaper Greenland Labrador Sea University of Bristol: Bristol Research Greenland Frontiers in Marine Science 8 |
institution |
Open Polar |
collection |
University of Bristol: Bristol Research |
op_collection_id |
ftubristolcris |
language |
English |
topic |
marine habitat mapping deep-water vertical cliff ROV multibeam echosounder terrain point cloud Greenland glacial trough suspension-feeding community underwater exploration |
spellingShingle |
marine habitat mapping deep-water vertical cliff ROV multibeam echosounder terrain point cloud Greenland glacial trough suspension-feeding community underwater exploration Van Audenhaege , Loic Broad, Emmeline Hendry, Katharine Huvenne, Veerle A I High-Resolution Vertical Habitat Mapping of a Deep-Sea Cliff offshore Greenland |
topic_facet |
marine habitat mapping deep-water vertical cliff ROV multibeam echosounder terrain point cloud Greenland glacial trough suspension-feeding community underwater exploration |
description |
Recent advances in deep-sea exploration with underwater vehicles have led to the discovery of vertical environments inhabited by a diverse sessile fauna. However, despite their ecological importance, vertical habitats remain poorly characterized by conventional downward-looking survey techniques. Here we present a high-resolution 3-dimensional habitat map of a vertical cliff hosting a suspension-feeding community at the flank of an underwater glacial trough in the Greenland waters of the Labrador Sea. Using a forward-looking set-up on a Remotely Operated Vehicle (ROV), a high resolution Multibeam echosounder was used to map out the topography of the deep-sea terrain, including, for the first time, the backscatter intensity. Navigational accuracy was improved through a combination of the USBL and the DVL navigation of the ROV. Multi-scale terrain descriptors were derived and assigned to the 3D point cloud of the terrain. Following an unsupervised habitat mapping approach, the application of a K-means clustering revealed four potential habitat types, driven by geomorphology, backscatter and fine-scale features. Using groundtruthing seabed images, the ecological significance of the four habitat clusters was assessed in order to evaluate the benefit of unsupervised habitat mapping for further fine-scale ecological studies of vertical environments. This study demonstrates the importance of a priori knowledge of the terrain around habitats that are rarely explored for ecological investigations. It also emphasizes the importance of remote characterization of habitat distribution for assessing the representativeness of benthic faunal studies often constrained by time-limited sampling activities. This case study further identifies current limitations (e.g., navigation accuracy, irregular terrain acquisition difficulties) that can potentially limit the use of deep-sea terrain models for fine-scale investigations. |
format |
Article in Journal/Newspaper |
author |
Van Audenhaege , Loic Broad, Emmeline Hendry, Katharine Huvenne, Veerle A I |
author_facet |
Van Audenhaege , Loic Broad, Emmeline Hendry, Katharine Huvenne, Veerle A I |
author_sort |
Van Audenhaege , Loic |
title |
High-Resolution Vertical Habitat Mapping of a Deep-Sea Cliff offshore Greenland |
title_short |
High-Resolution Vertical Habitat Mapping of a Deep-Sea Cliff offshore Greenland |
title_full |
High-Resolution Vertical Habitat Mapping of a Deep-Sea Cliff offshore Greenland |
title_fullStr |
High-Resolution Vertical Habitat Mapping of a Deep-Sea Cliff offshore Greenland |
title_full_unstemmed |
High-Resolution Vertical Habitat Mapping of a Deep-Sea Cliff offshore Greenland |
title_sort |
high-resolution vertical habitat mapping of a deep-sea cliff offshore greenland |
publishDate |
2021 |
url |
https://hdl.handle.net/1983/08c20a34-7603-46cc-b38b-700c4a937871 https://research-information.bris.ac.uk/en/publications/08c20a34-7603-46cc-b38b-700c4a937871 https://doi.org/10.3389/fmars.2021.669372 https://research-information.bris.ac.uk/ws/files/309641971/fmars_08_669372.pdf |
geographic |
Greenland |
geographic_facet |
Greenland |
genre |
Greenland Labrador Sea |
genre_facet |
Greenland Labrador Sea |
op_source |
Van Audenhaege , L , Broad , E , Hendry , K & Huvenne , V A I 2021 , ' High-Resolution Vertical Habitat Mapping of a Deep-Sea Cliff offshore Greenland ' , Frontiers in Marine Science , vol. 8 , 669372 . https://doi.org/10.3389/fmars.2021.669372 |
op_relation |
info:eu-repo/grantAgreement/EC/H2020/678371 |
op_rights |
info:eu-repo/semantics/openAccess |
op_doi |
https://doi.org/10.3389/fmars.2021.669372 |
container_title |
Frontiers in Marine Science |
container_volume |
8 |
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1789966249435856896 |