Correlation and interaction between temperature and freeze-thaw in representative regions of Antarctica

As the most sensitive and direct indicator of global climate change, the freezing and thawing of the Antarctic ice sheet is of great significance for research on surface mass and energy balance. In this study, four representative regions in Antarctica were selected and correlation analysis, Granger...

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Published in:International Journal of Digital Earth
Main Authors: Dong Liang, Huadong Guo, Qing Cheng, Lu Zhang, Lingyi Kong
Format: Article in Journal/Newspaper
Language:English
Published: Taylor & Francis Group 2022
Subjects:
Online Access:https://doi.org/10.1080/17538947.2022.2158242
https://doaj.org/article/b243fdfa61764b6293d9aea2337075cd
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spelling ftdoajarticles:oai:doaj.org/article:b243fdfa61764b6293d9aea2337075cd 2023-10-09T21:44:26+02:00 Correlation and interaction between temperature and freeze-thaw in representative regions of Antarctica Dong Liang Huadong Guo Qing Cheng Lu Zhang Lingyi Kong 2022-12-01T00:00:00Z https://doi.org/10.1080/17538947.2022.2158242 https://doaj.org/article/b243fdfa61764b6293d9aea2337075cd EN eng Taylor & Francis Group http://dx.doi.org/10.1080/17538947.2022.2158242 https://doaj.org/toc/1753-8947 https://doaj.org/toc/1753-8955 1753-8947 1753-8955 doi:10.1080/17538947.2022.2158242 https://doaj.org/article/b243fdfa61764b6293d9aea2337075cd International Journal of Digital Earth, Vol 15, Iss 1, Pp 2296-2318 (2022) antarctic ice sheet big earth data freeze-thaw microwave remote sensing snowmelt temperature Mathematical geography. Cartography GA1-1776 article 2022 ftdoajarticles https://doi.org/10.1080/17538947.2022.2158242 2023-09-24T00:35:54Z As the most sensitive and direct indicator of global climate change, the freezing and thawing of the Antarctic ice sheet is of great significance for research on surface mass and energy balance. In this study, four representative regions in Antarctica were selected and correlation analysis, Granger causality testing, and cluster analysis were applied to comprehensively analyze the correlation and response of spatiotemporal variation in freeze-thaw and temperature. The conclusions are as follows. (1) In the Antarctic Peninsula, a phenomenon was demonstrated that the summer shifts rearward. Hotter December and colder March temperatures were observed in the Amery Ice Shelf and Queen Maud Land. (2) The Antarctic Peninsula featured the most severe degree of melting among the four regions, with the largest melt area in the past 30 years appearing during the 2015/2016 season. However, the number of melt days in most areas of the Antarctic Peninsula was observed to have decreased. (3) There is a strong correlation between the freeze-thaw state of the Antarctic ice sheet and temperature, as well as spatial differences among regions, but the data were clustered at different time scales. Article in Journal/Newspaper Amery Ice Shelf Antarc* Antarctic Antarctic Peninsula Antarctica Ice Sheet Ice Shelf Queen Maud Land Directory of Open Access Journals: DOAJ Articles Amery ENVELOPE(-94.063,-94.063,56.565,56.565) Amery Ice Shelf ENVELOPE(71.000,71.000,-69.750,-69.750) Antarctic Antarctic Peninsula Queen Maud Land ENVELOPE(12.000,12.000,-72.500,-72.500) The Antarctic International Journal of Digital Earth 15 1 2296 2318
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic antarctic ice sheet
big earth data
freeze-thaw
microwave remote sensing
snowmelt temperature
Mathematical geography. Cartography
GA1-1776
spellingShingle antarctic ice sheet
big earth data
freeze-thaw
microwave remote sensing
snowmelt temperature
Mathematical geography. Cartography
GA1-1776
Dong Liang
Huadong Guo
Qing Cheng
Lu Zhang
Lingyi Kong
Correlation and interaction between temperature and freeze-thaw in representative regions of Antarctica
topic_facet antarctic ice sheet
big earth data
freeze-thaw
microwave remote sensing
snowmelt temperature
Mathematical geography. Cartography
GA1-1776
description As the most sensitive and direct indicator of global climate change, the freezing and thawing of the Antarctic ice sheet is of great significance for research on surface mass and energy balance. In this study, four representative regions in Antarctica were selected and correlation analysis, Granger causality testing, and cluster analysis were applied to comprehensively analyze the correlation and response of spatiotemporal variation in freeze-thaw and temperature. The conclusions are as follows. (1) In the Antarctic Peninsula, a phenomenon was demonstrated that the summer shifts rearward. Hotter December and colder March temperatures were observed in the Amery Ice Shelf and Queen Maud Land. (2) The Antarctic Peninsula featured the most severe degree of melting among the four regions, with the largest melt area in the past 30 years appearing during the 2015/2016 season. However, the number of melt days in most areas of the Antarctic Peninsula was observed to have decreased. (3) There is a strong correlation between the freeze-thaw state of the Antarctic ice sheet and temperature, as well as spatial differences among regions, but the data were clustered at different time scales.
format Article in Journal/Newspaper
author Dong Liang
Huadong Guo
Qing Cheng
Lu Zhang
Lingyi Kong
author_facet Dong Liang
Huadong Guo
Qing Cheng
Lu Zhang
Lingyi Kong
author_sort Dong Liang
title Correlation and interaction between temperature and freeze-thaw in representative regions of Antarctica
title_short Correlation and interaction between temperature and freeze-thaw in representative regions of Antarctica
title_full Correlation and interaction between temperature and freeze-thaw in representative regions of Antarctica
title_fullStr Correlation and interaction between temperature and freeze-thaw in representative regions of Antarctica
title_full_unstemmed Correlation and interaction between temperature and freeze-thaw in representative regions of Antarctica
title_sort correlation and interaction between temperature and freeze-thaw in representative regions of antarctica
publisher Taylor & Francis Group
publishDate 2022
url https://doi.org/10.1080/17538947.2022.2158242
https://doaj.org/article/b243fdfa61764b6293d9aea2337075cd
long_lat ENVELOPE(-94.063,-94.063,56.565,56.565)
ENVELOPE(71.000,71.000,-69.750,-69.750)
ENVELOPE(12.000,12.000,-72.500,-72.500)
geographic Amery
Amery Ice Shelf
Antarctic
Antarctic Peninsula
Queen Maud Land
The Antarctic
geographic_facet Amery
Amery Ice Shelf
Antarctic
Antarctic Peninsula
Queen Maud Land
The Antarctic
genre Amery Ice Shelf
Antarc*
Antarctic
Antarctic Peninsula
Antarctica
Ice Sheet
Ice Shelf
Queen Maud Land
genre_facet Amery Ice Shelf
Antarc*
Antarctic
Antarctic Peninsula
Antarctica
Ice Sheet
Ice Shelf
Queen Maud Land
op_source International Journal of Digital Earth, Vol 15, Iss 1, Pp 2296-2318 (2022)
op_relation http://dx.doi.org/10.1080/17538947.2022.2158242
https://doaj.org/toc/1753-8947
https://doaj.org/toc/1753-8955
1753-8947
1753-8955
doi:10.1080/17538947.2022.2158242
https://doaj.org/article/b243fdfa61764b6293d9aea2337075cd
op_doi https://doi.org/10.1080/17538947.2022.2158242
container_title International Journal of Digital Earth
container_volume 15
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