High-resolution spatio-temporal analysis of snowmelt over Antarctic Peninsula ice shelves from 2015 to 2021 using SAR images

Ice shelves play an essential role in the dynamics of the Antarctic ice sheet. The surface meltwater is important, as it can irreversibly weaken ice shelves by exerting additional hydrostatic pressure. Therefore, high-resolution snowmelt products are urgently needed to accurately analyze melting pat...

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Bibliographic Details
Published in:International Journal of Digital Earth
Main Authors: Qi Zhu, Huadong Guo, Lu Zhang, Dong Liang, Xuting Liu, Heng Zhou, Yiting Gou
Format: Article in Journal/Newspaper
Language:English
Published: Taylor & Francis Group 2023
Subjects:
Online Access:https://doi.org/10.1080/17538947.2023.2181991
https://doaj.org/article/11e7295d451a409493051720410ece52
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spelling ftdoajarticles:oai:doaj.org/article:11e7295d451a409493051720410ece52 2023-10-09T21:46:15+02:00 High-resolution spatio-temporal analysis of snowmelt over Antarctic Peninsula ice shelves from 2015 to 2021 using SAR images Qi Zhu Huadong Guo Lu Zhang Dong Liang Xuting Liu Heng Zhou Yiting Gou 2023-12-01T00:00:00Z https://doi.org/10.1080/17538947.2023.2181991 https://doaj.org/article/11e7295d451a409493051720410ece52 EN eng Taylor & Francis Group http://dx.doi.org/10.1080/17538947.2023.2181991 https://doaj.org/toc/1753-8947 https://doaj.org/toc/1753-8955 1753-8947 1753-8955 doi:10.1080/17538947.2023.2181991 https://doaj.org/article/11e7295d451a409493051720410ece52 International Journal of Digital Earth, Vol 16, Iss 1, Pp 825-846 (2023) surface snowmelt ice shelf sentinel-1 imagery antarctic peninsula high resolution Mathematical geography. Cartography GA1-1776 article 2023 ftdoajarticles https://doi.org/10.1080/17538947.2023.2181991 2023-09-24T00:35:56Z Ice shelves play an essential role in the dynamics of the Antarctic ice sheet. The surface meltwater is important, as it can irreversibly weaken ice shelves by exerting additional hydrostatic pressure. Therefore, high-resolution snowmelt products are urgently needed to accurately analyze melting patterns of ice shelves and further estimate mass loss. In this study, a new high-resolution (40 m) snowmelt dataset over all of the Antarctic Peninsula ice shelves larger than 100 km$^2$ was developed based on the modified snowmelt detection framework by using a co-orbit normalization method. The dataset provides detailed snowmelt information on each ice shelf, including the image coverage, melting area and melting ratio every 5 days. The melting patterns of three typical ice shelves (George VI, Wilkins and Larsen C Ice Shelves) and the spatio-temporal melting distribution of the Antarctic Peninsula (AP) were further analyzed. The snowmelt information indicates that both the extent and duration of snowmelt have been increasing in the Antarctic Peninsula from 2015 to 2021, and we found that the snowmelt on the Antarctic Peninsula showed a spatial pattern of significantly intense snowmelt on the western side. We believe this study will provide essential data for ice shelf investigation to support other fields of polar research. Article in Journal/Newspaper Antarc* Antarctic Antarctic Peninsula Ice Sheet Ice Shelf Ice Shelves Directory of Open Access Journals: DOAJ Articles Antarctic Antarctic Peninsula The Antarctic Wilkins ENVELOPE(59.326,59.326,-67.248,-67.248) International Journal of Digital Earth 16 1 825 846
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic surface snowmelt
ice shelf
sentinel-1 imagery
antarctic peninsula
high resolution
Mathematical geography. Cartography
GA1-1776
spellingShingle surface snowmelt
ice shelf
sentinel-1 imagery
antarctic peninsula
high resolution
Mathematical geography. Cartography
GA1-1776
Qi Zhu
Huadong Guo
Lu Zhang
Dong Liang
Xuting Liu
Heng Zhou
Yiting Gou
High-resolution spatio-temporal analysis of snowmelt over Antarctic Peninsula ice shelves from 2015 to 2021 using SAR images
topic_facet surface snowmelt
ice shelf
sentinel-1 imagery
antarctic peninsula
high resolution
Mathematical geography. Cartography
GA1-1776
description Ice shelves play an essential role in the dynamics of the Antarctic ice sheet. The surface meltwater is important, as it can irreversibly weaken ice shelves by exerting additional hydrostatic pressure. Therefore, high-resolution snowmelt products are urgently needed to accurately analyze melting patterns of ice shelves and further estimate mass loss. In this study, a new high-resolution (40 m) snowmelt dataset over all of the Antarctic Peninsula ice shelves larger than 100 km$^2$ was developed based on the modified snowmelt detection framework by using a co-orbit normalization method. The dataset provides detailed snowmelt information on each ice shelf, including the image coverage, melting area and melting ratio every 5 days. The melting patterns of three typical ice shelves (George VI, Wilkins and Larsen C Ice Shelves) and the spatio-temporal melting distribution of the Antarctic Peninsula (AP) were further analyzed. The snowmelt information indicates that both the extent and duration of snowmelt have been increasing in the Antarctic Peninsula from 2015 to 2021, and we found that the snowmelt on the Antarctic Peninsula showed a spatial pattern of significantly intense snowmelt on the western side. We believe this study will provide essential data for ice shelf investigation to support other fields of polar research.
format Article in Journal/Newspaper
author Qi Zhu
Huadong Guo
Lu Zhang
Dong Liang
Xuting Liu
Heng Zhou
Yiting Gou
author_facet Qi Zhu
Huadong Guo
Lu Zhang
Dong Liang
Xuting Liu
Heng Zhou
Yiting Gou
author_sort Qi Zhu
title High-resolution spatio-temporal analysis of snowmelt over Antarctic Peninsula ice shelves from 2015 to 2021 using SAR images
title_short High-resolution spatio-temporal analysis of snowmelt over Antarctic Peninsula ice shelves from 2015 to 2021 using SAR images
title_full High-resolution spatio-temporal analysis of snowmelt over Antarctic Peninsula ice shelves from 2015 to 2021 using SAR images
title_fullStr High-resolution spatio-temporal analysis of snowmelt over Antarctic Peninsula ice shelves from 2015 to 2021 using SAR images
title_full_unstemmed High-resolution spatio-temporal analysis of snowmelt over Antarctic Peninsula ice shelves from 2015 to 2021 using SAR images
title_sort high-resolution spatio-temporal analysis of snowmelt over antarctic peninsula ice shelves from 2015 to 2021 using sar images
publisher Taylor & Francis Group
publishDate 2023
url https://doi.org/10.1080/17538947.2023.2181991
https://doaj.org/article/11e7295d451a409493051720410ece52
long_lat ENVELOPE(59.326,59.326,-67.248,-67.248)
geographic Antarctic
Antarctic Peninsula
The Antarctic
Wilkins
geographic_facet Antarctic
Antarctic Peninsula
The Antarctic
Wilkins
genre Antarc*
Antarctic
Antarctic Peninsula
Ice Sheet
Ice Shelf
Ice Shelves
genre_facet Antarc*
Antarctic
Antarctic Peninsula
Ice Sheet
Ice Shelf
Ice Shelves
op_source International Journal of Digital Earth, Vol 16, Iss 1, Pp 825-846 (2023)
op_relation http://dx.doi.org/10.1080/17538947.2023.2181991
https://doaj.org/toc/1753-8947
https://doaj.org/toc/1753-8955
1753-8947
1753-8955
doi:10.1080/17538947.2023.2181991
https://doaj.org/article/11e7295d451a409493051720410ece52
op_doi https://doi.org/10.1080/17538947.2023.2181991
container_title International Journal of Digital Earth
container_volume 16
container_issue 1
container_start_page 825
op_container_end_page 846
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