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...

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Published in:Frontiers in Marine Science
Main Authors: Van Audenhaege, Loic, Broad, Emmeline, Hendry, Katharine R., Huvenne, Veerle A. I.
Format: Article in Journal/Newspaper
Language:English
Published: Frontiers Media SA 2021
Subjects:
ROV
Online Access:https://archimer.ifremer.fr/doc/00700/81223/85512.pdf
https://archimer.ifremer.fr/doc/00700/81223/85513.pdf
https://doi.org/10.3389/fmars.2021.669372
https://archimer.ifremer.fr/doc/00700/81223/
id ftarchimer:oai:archimer.ifremer.fr:81223
record_format openpolar
spelling ftarchimer:oai:archimer.ifremer.fr:81223 2023-05-15T16:27:46+02:00 High-Resolution Vertical Habitat Mapping of a Deep-Sea Cliff Offshore Greenland Van Audenhaege, Loic Broad, Emmeline Hendry, Katharine R. Huvenne, Veerle A. I. 2021-06 application/pdf https://archimer.ifremer.fr/doc/00700/81223/85512.pdf https://archimer.ifremer.fr/doc/00700/81223/85513.pdf https://doi.org/10.3389/fmars.2021.669372 https://archimer.ifremer.fr/doc/00700/81223/ eng eng Frontiers Media SA https://archimer.ifremer.fr/doc/00700/81223/85512.pdf https://archimer.ifremer.fr/doc/00700/81223/85513.pdf doi:10.3389/fmars.2021.669372 https://archimer.ifremer.fr/doc/00700/81223/ info:eu-repo/semantics/openAccess restricted use Frontiers In Marine Science (2296-7745) (Frontiers Media SA), 2021-06 , Vol. 8 , P. 669372 (18p.) marine habitat mapping deep-water vertical cliff ROV multibeam echosounder terrain point cloud Greenland glacial trough suspension-feeding community underwater exploration text Publication info:eu-repo/semantics/article 2021 ftarchimer https://doi.org/10.3389/fmars.2021.669372 2022-09-13T22:50:26Z 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 Archimer (Archive Institutionnelle de l'Ifremer - Institut français de recherche pour l'exploitation de la mer) Greenland Frontiers in Marine Science 8
institution Open Polar
collection Archimer (Archive Institutionnelle de l'Ifremer - Institut français de recherche pour l'exploitation de la mer)
op_collection_id ftarchimer
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 R.
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 R.
Huvenne, Veerle A. I.
author_facet Van Audenhaege, Loic
Broad, Emmeline
Hendry, Katharine R.
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
publisher Frontiers Media SA
publishDate 2021
url https://archimer.ifremer.fr/doc/00700/81223/85512.pdf
https://archimer.ifremer.fr/doc/00700/81223/85513.pdf
https://doi.org/10.3389/fmars.2021.669372
https://archimer.ifremer.fr/doc/00700/81223/
geographic Greenland
geographic_facet Greenland
genre Greenland
Labrador Sea
genre_facet Greenland
Labrador Sea
op_source Frontiers In Marine Science (2296-7745) (Frontiers Media SA), 2021-06 , Vol. 8 , P. 669372 (18p.)
op_relation https://archimer.ifremer.fr/doc/00700/81223/85512.pdf
https://archimer.ifremer.fr/doc/00700/81223/85513.pdf
doi:10.3389/fmars.2021.669372
https://archimer.ifremer.fr/doc/00700/81223/
op_rights info:eu-repo/semantics/openAccess
restricted use
op_doi https://doi.org/10.3389/fmars.2021.669372
container_title Frontiers in Marine Science
container_volume 8
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