Automatic delineation of cracks with Sentinel-1 interferometry for monitoring ice shelf damage and calving

Monitoring the evolution of ice shelf damage such as crevasses and rifts is important for a better understanding of the mechanisms controlling the breakup of ice shelves and for improving predictions about iceberg calving and ice shelf disintegration. Nowadays, the previously existing observational...

Full description

Bibliographic Details
Published in:The Cryosphere
Main Authors: L. Libert, J. Wuite, T. Nagler
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2022
Subjects:
geo
Online Access:https://doi.org/10.5194/tc-16-1523-2022
https://tc.copernicus.org/articles/16/1523/2022/tc-16-1523-2022.pdf
https://doaj.org/article/7f27397dbb2049a0ad8fdc0a3b4a46a3
id fttriple:oai:gotriple.eu:oai:doaj.org/article:7f27397dbb2049a0ad8fdc0a3b4a46a3
record_format openpolar
spelling fttriple:oai:gotriple.eu:oai:doaj.org/article:7f27397dbb2049a0ad8fdc0a3b4a46a3 2023-05-15T14:03:46+02:00 Automatic delineation of cracks with Sentinel-1 interferometry for monitoring ice shelf damage and calving L. Libert J. Wuite T. Nagler 2022-04-01 https://doi.org/10.5194/tc-16-1523-2022 https://tc.copernicus.org/articles/16/1523/2022/tc-16-1523-2022.pdf https://doaj.org/article/7f27397dbb2049a0ad8fdc0a3b4a46a3 en eng Copernicus Publications doi:10.5194/tc-16-1523-2022 1994-0416 1994-0424 https://tc.copernicus.org/articles/16/1523/2022/tc-16-1523-2022.pdf https://doaj.org/article/7f27397dbb2049a0ad8fdc0a3b4a46a3 undefined The Cryosphere, Vol 16, Pp 1523-1542 (2022) geo envir Journal Article https://vocabularies.coar-repositories.org/resource_types/c_6501/ 2022 fttriple https://doi.org/10.5194/tc-16-1523-2022 2023-01-22T19:30:49Z Monitoring the evolution of ice shelf damage such as crevasses and rifts is important for a better understanding of the mechanisms controlling the breakup of ice shelves and for improving predictions about iceberg calving and ice shelf disintegration. Nowadays, the previously existing observational gap has been reduced by the Copernicus Sentinel-1 synthetic aperture radar (SAR) mission that provides a continuous coverage of the Antarctic margins with a 6 or 12 d repeat period. The unprecedented coverage and temporal sampling enables, for the first time, a year-round systematic monitoring of ice shelf fracturing and iceberg calving, as well as the detection of precursor signs of calving events. In this paper, a novel method based on SAR interferometry is presented for an automatic detection and delineation of active cracks on ice shelves. Propagating cracks cause phase discontinuities that are extracted automatically by applying a Canny edge detection procedure to the spatial phase gradient derived from a SAR interferogram. The potential of the proposed method is demonstrated in the case of Brunt Ice Shelf, Antarctica, using a stack of 6 d repeat-pass Sentinel-1 interferograms acquired between September 2020 and March 2021. The full life cycle of the North Rift is monitored, including the rift detection, its propagation at rates varying between 0.25 and 1.30 km d−1, and the final calving event that gave birth to the iceberg A74 on 26 February 2021. The automatically delineated cracks agree well with the North Rift location in Landsat 8 images and with the eventual location of the ice shelf edge after the iceberg broke off. The strain variations observed in the interferograms are attributed to a rigid-body rotation of the ice about the expanding tip of the North Rift in response to the rifting activity. The extent of the North Rift is captured by SAR interferometry well before it becomes visible in SAR backscatter images and a few days before it could be identified in optical images, hence highlighting the high ... Article in Journal/Newspaper Antarc* Antarctic Antarctica Brunt Ice Shelf Ice Shelf Ice Shelves Iceberg* The Cryosphere Unknown Antarctic Brunt Ice Shelf ENVELOPE(-22.500,-22.500,-74.750,-74.750) The Antarctic The Cryosphere 16 4 1523 1542
institution Open Polar
collection Unknown
op_collection_id fttriple
language English
topic geo
envir
spellingShingle geo
envir
L. Libert
J. Wuite
T. Nagler
Automatic delineation of cracks with Sentinel-1 interferometry for monitoring ice shelf damage and calving
topic_facet geo
envir
description Monitoring the evolution of ice shelf damage such as crevasses and rifts is important for a better understanding of the mechanisms controlling the breakup of ice shelves and for improving predictions about iceberg calving and ice shelf disintegration. Nowadays, the previously existing observational gap has been reduced by the Copernicus Sentinel-1 synthetic aperture radar (SAR) mission that provides a continuous coverage of the Antarctic margins with a 6 or 12 d repeat period. The unprecedented coverage and temporal sampling enables, for the first time, a year-round systematic monitoring of ice shelf fracturing and iceberg calving, as well as the detection of precursor signs of calving events. In this paper, a novel method based on SAR interferometry is presented for an automatic detection and delineation of active cracks on ice shelves. Propagating cracks cause phase discontinuities that are extracted automatically by applying a Canny edge detection procedure to the spatial phase gradient derived from a SAR interferogram. The potential of the proposed method is demonstrated in the case of Brunt Ice Shelf, Antarctica, using a stack of 6 d repeat-pass Sentinel-1 interferograms acquired between September 2020 and March 2021. The full life cycle of the North Rift is monitored, including the rift detection, its propagation at rates varying between 0.25 and 1.30 km d−1, and the final calving event that gave birth to the iceberg A74 on 26 February 2021. The automatically delineated cracks agree well with the North Rift location in Landsat 8 images and with the eventual location of the ice shelf edge after the iceberg broke off. The strain variations observed in the interferograms are attributed to a rigid-body rotation of the ice about the expanding tip of the North Rift in response to the rifting activity. The extent of the North Rift is captured by SAR interferometry well before it becomes visible in SAR backscatter images and a few days before it could be identified in optical images, hence highlighting the high ...
format Article in Journal/Newspaper
author L. Libert
J. Wuite
T. Nagler
author_facet L. Libert
J. Wuite
T. Nagler
author_sort L. Libert
title Automatic delineation of cracks with Sentinel-1 interferometry for monitoring ice shelf damage and calving
title_short Automatic delineation of cracks with Sentinel-1 interferometry for monitoring ice shelf damage and calving
title_full Automatic delineation of cracks with Sentinel-1 interferometry for monitoring ice shelf damage and calving
title_fullStr Automatic delineation of cracks with Sentinel-1 interferometry for monitoring ice shelf damage and calving
title_full_unstemmed Automatic delineation of cracks with Sentinel-1 interferometry for monitoring ice shelf damage and calving
title_sort automatic delineation of cracks with sentinel-1 interferometry for monitoring ice shelf damage and calving
publisher Copernicus Publications
publishDate 2022
url https://doi.org/10.5194/tc-16-1523-2022
https://tc.copernicus.org/articles/16/1523/2022/tc-16-1523-2022.pdf
https://doaj.org/article/7f27397dbb2049a0ad8fdc0a3b4a46a3
long_lat ENVELOPE(-22.500,-22.500,-74.750,-74.750)
geographic Antarctic
Brunt Ice Shelf
The Antarctic
geographic_facet Antarctic
Brunt Ice Shelf
The Antarctic
genre Antarc*
Antarctic
Antarctica
Brunt Ice Shelf
Ice Shelf
Ice Shelves
Iceberg*
The Cryosphere
genre_facet Antarc*
Antarctic
Antarctica
Brunt Ice Shelf
Ice Shelf
Ice Shelves
Iceberg*
The Cryosphere
op_source The Cryosphere, Vol 16, Pp 1523-1542 (2022)
op_relation doi:10.5194/tc-16-1523-2022
1994-0416
1994-0424
https://tc.copernicus.org/articles/16/1523/2022/tc-16-1523-2022.pdf
https://doaj.org/article/7f27397dbb2049a0ad8fdc0a3b4a46a3
op_rights undefined
op_doi https://doi.org/10.5194/tc-16-1523-2022
container_title The Cryosphere
container_volume 16
container_issue 4
container_start_page 1523
op_container_end_page 1542
_version_ 1766274605970882560