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...
Published in: | The Cryosphere |
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Copernicus Publications
2022
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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 |
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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 |
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English |
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geo envir |
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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 |
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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 |
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1766274605970882560 |