Brief communication: Detection of glacier surge activity using cloud computing of Sentinel-1 radar data

For studying the flow of glaciers and their response to climate change it is important to detect glacier surges. Here, we compute within Google Earth Engine the normalized differences between winter maxima of Sentinel-1 C-band radar backscatter image stacks over subsequent years. We arrive at a glob...

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Published in:The Cryosphere
Main Authors: P. W. Leclercq, A. Kääb, B. Altena
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2021
Subjects:
Online Access:https://doi.org/10.5194/tc-15-4901-2021
https://doaj.org/article/c3117ad6eb8b4ce4ba73aed7aec27ac5
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spelling ftdoajarticles:oai:doaj.org/article:c3117ad6eb8b4ce4ba73aed7aec27ac5 2023-05-15T18:32:25+02:00 Brief communication: Detection of glacier surge activity using cloud computing of Sentinel-1 radar data P. W. Leclercq A. Kääb B. Altena 2021-10-01T00:00:00Z https://doi.org/10.5194/tc-15-4901-2021 https://doaj.org/article/c3117ad6eb8b4ce4ba73aed7aec27ac5 EN eng Copernicus Publications https://tc.copernicus.org/articles/15/4901/2021/tc-15-4901-2021.pdf https://doaj.org/toc/1994-0416 https://doaj.org/toc/1994-0424 doi:10.5194/tc-15-4901-2021 1994-0416 1994-0424 https://doaj.org/article/c3117ad6eb8b4ce4ba73aed7aec27ac5 The Cryosphere, Vol 15, Pp 4901-4907 (2021) Environmental sciences GE1-350 Geology QE1-996.5 article 2021 ftdoajarticles https://doi.org/10.5194/tc-15-4901-2021 2022-12-31T05:55:01Z For studying the flow of glaciers and their response to climate change it is important to detect glacier surges. Here, we compute within Google Earth Engine the normalized differences between winter maxima of Sentinel-1 C-band radar backscatter image stacks over subsequent years. We arrive at a global map of annual backscatter changes, which are for glaciers in most cases related to changed crevassing associated with surge-type activity. For our demonstration period 2018–2019 we detected 69 surging glaciers, with many of them not classified so far as surge type. Comparison with glacier surface velocities shows that we reliably find known surge activities. Our method can support operational monitoring of glacier surges and some other special events such as large rock and snow avalanches. Article in Journal/Newspaper The Cryosphere Directory of Open Access Journals: DOAJ Articles The Cryosphere 15 10 4901 4907
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Environmental sciences
GE1-350
Geology
QE1-996.5
spellingShingle Environmental sciences
GE1-350
Geology
QE1-996.5
P. W. Leclercq
A. Kääb
B. Altena
Brief communication: Detection of glacier surge activity using cloud computing of Sentinel-1 radar data
topic_facet Environmental sciences
GE1-350
Geology
QE1-996.5
description For studying the flow of glaciers and their response to climate change it is important to detect glacier surges. Here, we compute within Google Earth Engine the normalized differences between winter maxima of Sentinel-1 C-band radar backscatter image stacks over subsequent years. We arrive at a global map of annual backscatter changes, which are for glaciers in most cases related to changed crevassing associated with surge-type activity. For our demonstration period 2018–2019 we detected 69 surging glaciers, with many of them not classified so far as surge type. Comparison with glacier surface velocities shows that we reliably find known surge activities. Our method can support operational monitoring of glacier surges and some other special events such as large rock and snow avalanches.
format Article in Journal/Newspaper
author P. W. Leclercq
A. Kääb
B. Altena
author_facet P. W. Leclercq
A. Kääb
B. Altena
author_sort P. W. Leclercq
title Brief communication: Detection of glacier surge activity using cloud computing of Sentinel-1 radar data
title_short Brief communication: Detection of glacier surge activity using cloud computing of Sentinel-1 radar data
title_full Brief communication: Detection of glacier surge activity using cloud computing of Sentinel-1 radar data
title_fullStr Brief communication: Detection of glacier surge activity using cloud computing of Sentinel-1 radar data
title_full_unstemmed Brief communication: Detection of glacier surge activity using cloud computing of Sentinel-1 radar data
title_sort brief communication: detection of glacier surge activity using cloud computing of sentinel-1 radar data
publisher Copernicus Publications
publishDate 2021
url https://doi.org/10.5194/tc-15-4901-2021
https://doaj.org/article/c3117ad6eb8b4ce4ba73aed7aec27ac5
genre The Cryosphere
genre_facet The Cryosphere
op_source The Cryosphere, Vol 15, Pp 4901-4907 (2021)
op_relation https://tc.copernicus.org/articles/15/4901/2021/tc-15-4901-2021.pdf
https://doaj.org/toc/1994-0416
https://doaj.org/toc/1994-0424
doi:10.5194/tc-15-4901-2021
1994-0416
1994-0424
https://doaj.org/article/c3117ad6eb8b4ce4ba73aed7aec27ac5
op_doi https://doi.org/10.5194/tc-15-4901-2021
container_title The Cryosphere
container_volume 15
container_issue 10
container_start_page 4901
op_container_end_page 4907
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