Crack Propagation and Calving Front Monitoring Using SATO Filter

peer reviewed Ice shelves, the floating extensions of the Antarctic Ice Sheet, are important regulators of the ice discharge and need to be monitored. Among others, calving processes and fractures control their ability to restrain the upward ice flow. While models integrate calving laws, their compa...

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Published in:2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS
Main Authors: Glaude, Quentin, Lizin, Stéphane, Pattyn, Frank, Barbier, Christian, Orban, Anne
Format: Conference Object
Language:English
Published: 2021
Subjects:
Online Access:https://orbi.uliege.be/handle/2268/266298
https://doi.org/10.1109/IGARSS47720.2021.9554659
id ftorbi:oai:orbi.ulg.ac.be:2268/266298
record_format openpolar
spelling ftorbi:oai:orbi.ulg.ac.be:2268/266298 2024-04-21T07:45:17+00:00 Crack Propagation and Calving Front Monitoring Using SATO Filter Glaude, Quentin Lizin, Stéphane Pattyn, Frank Barbier, Christian Orban, Anne 2021-10-12 https://orbi.uliege.be/handle/2268/266298 https://doi.org/10.1109/IGARSS47720.2021.9554659 en eng https://orbi.uliege.be/handle/2268/266298 info:hdl:2268/266298 doi:10.1109/IGARSS47720.2021.9554659 scopus-id:2-s2.0-85129802842 restricted access http://purl.org/coar/access_right/c_16ec info:eu-repo/semantics/restrictedAccess 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (2021-10-12); 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 11-16 July 2021 Sentinel-1 Ice Shelf Cracks Calving Sato Physical chemical mathematical & earth Sciences Earth sciences & physical geography Physique chimie mathématiques & sciences de la terre Sciences de la terre & géographie physique conference paper http://purl.org/coar/resource_type/c_5794 info:eu-repo/semantics/conferenceObject peer reviewed 2021 ftorbi https://doi.org/10.1109/IGARSS47720.2021.9554659 2024-03-27T14:55:34Z peer reviewed Ice shelves, the floating extensions of the Antarctic Ice Sheet, are important regulators of the ice discharge and need to be monitored. Among others, calving processes and fractures control their ability to restrain the upward ice flow. While models integrate calving laws, their comparison with observations is still sparse and is mainly performed through visual inspection. In the present work, we hypothesized that the combination of high revisit rate SAR remote sensing products with medical imaging techniques can automatically detect cracks and monitor the calving front location. We focused our study on the Pine Island Glacier, in the Amundsen Sea Sector, with Sentinel-1 data over the period 2017 to 2020. Results show that the Sato filtering technique managed to precisely delineate the calving front, the icebergs, and the fractures on the ice shelf. Conference Object Amundsen Sea Antarc* Antarctic Ice Sheet Ice Shelf Ice Shelves Iceberg* Pine Island Glacier University of Liège: ORBi (Open Repository and Bibliography) 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS 5599 5602
institution Open Polar
collection University of Liège: ORBi (Open Repository and Bibliography)
op_collection_id ftorbi
language English
topic Sentinel-1
Ice Shelf
Cracks
Calving
Sato
Physical
chemical
mathematical & earth Sciences
Earth sciences & physical geography
Physique
chimie
mathématiques & sciences de la terre
Sciences de la terre & géographie physique
spellingShingle Sentinel-1
Ice Shelf
Cracks
Calving
Sato
Physical
chemical
mathematical & earth Sciences
Earth sciences & physical geography
Physique
chimie
mathématiques & sciences de la terre
Sciences de la terre & géographie physique
Glaude, Quentin
Lizin, Stéphane
Pattyn, Frank
Barbier, Christian
Orban, Anne
Crack Propagation and Calving Front Monitoring Using SATO Filter
topic_facet Sentinel-1
Ice Shelf
Cracks
Calving
Sato
Physical
chemical
mathematical & earth Sciences
Earth sciences & physical geography
Physique
chimie
mathématiques & sciences de la terre
Sciences de la terre & géographie physique
description peer reviewed Ice shelves, the floating extensions of the Antarctic Ice Sheet, are important regulators of the ice discharge and need to be monitored. Among others, calving processes and fractures control their ability to restrain the upward ice flow. While models integrate calving laws, their comparison with observations is still sparse and is mainly performed through visual inspection. In the present work, we hypothesized that the combination of high revisit rate SAR remote sensing products with medical imaging techniques can automatically detect cracks and monitor the calving front location. We focused our study on the Pine Island Glacier, in the Amundsen Sea Sector, with Sentinel-1 data over the period 2017 to 2020. Results show that the Sato filtering technique managed to precisely delineate the calving front, the icebergs, and the fractures on the ice shelf.
format Conference Object
author Glaude, Quentin
Lizin, Stéphane
Pattyn, Frank
Barbier, Christian
Orban, Anne
author_facet Glaude, Quentin
Lizin, Stéphane
Pattyn, Frank
Barbier, Christian
Orban, Anne
author_sort Glaude, Quentin
title Crack Propagation and Calving Front Monitoring Using SATO Filter
title_short Crack Propagation and Calving Front Monitoring Using SATO Filter
title_full Crack Propagation and Calving Front Monitoring Using SATO Filter
title_fullStr Crack Propagation and Calving Front Monitoring Using SATO Filter
title_full_unstemmed Crack Propagation and Calving Front Monitoring Using SATO Filter
title_sort crack propagation and calving front monitoring using sato filter
publishDate 2021
url https://orbi.uliege.be/handle/2268/266298
https://doi.org/10.1109/IGARSS47720.2021.9554659
genre Amundsen Sea
Antarc*
Antarctic
Ice Sheet
Ice Shelf
Ice Shelves
Iceberg*
Pine Island Glacier
genre_facet Amundsen Sea
Antarc*
Antarctic
Ice Sheet
Ice Shelf
Ice Shelves
Iceberg*
Pine Island Glacier
op_source 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (2021-10-12); 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 11-16 July 2021
op_relation https://orbi.uliege.be/handle/2268/266298
info:hdl:2268/266298
doi:10.1109/IGARSS47720.2021.9554659
scopus-id:2-s2.0-85129802842
op_rights restricted access
http://purl.org/coar/access_right/c_16ec
info:eu-repo/semantics/restrictedAccess
op_doi https://doi.org/10.1109/IGARSS47720.2021.9554659
container_title 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS
container_start_page 5599
op_container_end_page 5602
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