Monitoring the Hydrological Activities of Antarctic Subglacial Lakes Using CryoSat-2 and ICESat-2 Altimetry Data

Monitoring the hydrological activities of subglacial lakes is critical to understanding the subglacial hydrological system and evaluating the internal mass changes of the Antarctic ice sheet. Drainage or filling events of active lakes lead to elevation changes in the ice surface. These changes can b...

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Published in:Remote Sensing
Main Authors: Yi Fan, Weifeng Hao, Baojun Zhang, Chao Ma, Shengjun Gao, Xiao Shen, Fei Li
Format: Article in Journal/Newspaper
Language:English
Published: MDPI AG 2022
Subjects:
Q
Online Access:https://doi.org/10.3390/rs14040898
https://doaj.org/article/6af7ee73521241719ef75dca7d08e9d1
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spelling ftdoajarticles:oai:doaj.org/article:6af7ee73521241719ef75dca7d08e9d1 2023-05-15T13:35:08+02:00 Monitoring the Hydrological Activities of Antarctic Subglacial Lakes Using CryoSat-2 and ICESat-2 Altimetry Data Yi Fan Weifeng Hao Baojun Zhang Chao Ma Shengjun Gao Xiao Shen Fei Li 2022-02-01T00:00:00Z https://doi.org/10.3390/rs14040898 https://doaj.org/article/6af7ee73521241719ef75dca7d08e9d1 EN eng MDPI AG https://www.mdpi.com/2072-4292/14/4/898 https://doaj.org/toc/2072-4292 doi:10.3390/rs14040898 2072-4292 https://doaj.org/article/6af7ee73521241719ef75dca7d08e9d1 Remote Sensing, Vol 14, Iss 898, p 898 (2022) Antarctic satellite altimetry ice surface elevation change subglacial lake activity subglacial hydrology Science Q article 2022 ftdoajarticles https://doi.org/10.3390/rs14040898 2022-12-31T00:55:46Z Monitoring the hydrological activities of subglacial lakes is critical to understanding the subglacial hydrological system and evaluating the internal mass changes of the Antarctic ice sheet. Drainage or filling events of active lakes lead to elevation changes in the ice surface. These changes can be observed by satellite altimetry, but the monitoring must be conducted continuously since the water movements in active subglacial lakes may occur frequently. We used CryoSat-2 Baseline-D and ICESat-2 data from 2010 to 2020 to obtain the time series of the ice surface elevation changes for 17 active lakes. We also evaluated the uncertainty of the time series derived from the CryoSat-2 data by cross-validation. The mean and RMS of the biases between the CryoSat-2-based and ICESat-2-based time series are generally less than 0.3 m and 1.0 m, respectively. However, the mean and RMS are greater over the lakes with rough ice surfaces, such as Whillans 6 , KT1, Mac3, and Slessor 23 . The drainage and filling events continue exhibiting in the extended period and the hydrological activities of SLW, L12, Whillans 6 , L78, and Mac1 occurred periodically. Furthermore, we inferred the hydrological connections between the lakes combining simulated water pathways. Article in Journal/Newspaper Antarc* Antarctic Ice Sheet Directory of Open Access Journals: DOAJ Articles Antarctic The Antarctic Whillans ENVELOPE(-64.250,-64.250,-84.450,-84.450) Slessor ENVELOPE(-64.967,-64.967,-66.517,-66.517) Remote Sensing 14 4 898
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Antarctic
satellite altimetry
ice surface elevation change
subglacial lake activity
subglacial hydrology
Science
Q
spellingShingle Antarctic
satellite altimetry
ice surface elevation change
subglacial lake activity
subglacial hydrology
Science
Q
Yi Fan
Weifeng Hao
Baojun Zhang
Chao Ma
Shengjun Gao
Xiao Shen
Fei Li
Monitoring the Hydrological Activities of Antarctic Subglacial Lakes Using CryoSat-2 and ICESat-2 Altimetry Data
topic_facet Antarctic
satellite altimetry
ice surface elevation change
subglacial lake activity
subglacial hydrology
Science
Q
description Monitoring the hydrological activities of subglacial lakes is critical to understanding the subglacial hydrological system and evaluating the internal mass changes of the Antarctic ice sheet. Drainage or filling events of active lakes lead to elevation changes in the ice surface. These changes can be observed by satellite altimetry, but the monitoring must be conducted continuously since the water movements in active subglacial lakes may occur frequently. We used CryoSat-2 Baseline-D and ICESat-2 data from 2010 to 2020 to obtain the time series of the ice surface elevation changes for 17 active lakes. We also evaluated the uncertainty of the time series derived from the CryoSat-2 data by cross-validation. The mean and RMS of the biases between the CryoSat-2-based and ICESat-2-based time series are generally less than 0.3 m and 1.0 m, respectively. However, the mean and RMS are greater over the lakes with rough ice surfaces, such as Whillans 6 , KT1, Mac3, and Slessor 23 . The drainage and filling events continue exhibiting in the extended period and the hydrological activities of SLW, L12, Whillans 6 , L78, and Mac1 occurred periodically. Furthermore, we inferred the hydrological connections between the lakes combining simulated water pathways.
format Article in Journal/Newspaper
author Yi Fan
Weifeng Hao
Baojun Zhang
Chao Ma
Shengjun Gao
Xiao Shen
Fei Li
author_facet Yi Fan
Weifeng Hao
Baojun Zhang
Chao Ma
Shengjun Gao
Xiao Shen
Fei Li
author_sort Yi Fan
title Monitoring the Hydrological Activities of Antarctic Subglacial Lakes Using CryoSat-2 and ICESat-2 Altimetry Data
title_short Monitoring the Hydrological Activities of Antarctic Subglacial Lakes Using CryoSat-2 and ICESat-2 Altimetry Data
title_full Monitoring the Hydrological Activities of Antarctic Subglacial Lakes Using CryoSat-2 and ICESat-2 Altimetry Data
title_fullStr Monitoring the Hydrological Activities of Antarctic Subglacial Lakes Using CryoSat-2 and ICESat-2 Altimetry Data
title_full_unstemmed Monitoring the Hydrological Activities of Antarctic Subglacial Lakes Using CryoSat-2 and ICESat-2 Altimetry Data
title_sort monitoring the hydrological activities of antarctic subglacial lakes using cryosat-2 and icesat-2 altimetry data
publisher MDPI AG
publishDate 2022
url https://doi.org/10.3390/rs14040898
https://doaj.org/article/6af7ee73521241719ef75dca7d08e9d1
long_lat ENVELOPE(-64.250,-64.250,-84.450,-84.450)
ENVELOPE(-64.967,-64.967,-66.517,-66.517)
geographic Antarctic
The Antarctic
Whillans
Slessor
geographic_facet Antarctic
The Antarctic
Whillans
Slessor
genre Antarc*
Antarctic
Ice Sheet
genre_facet Antarc*
Antarctic
Ice Sheet
op_source Remote Sensing, Vol 14, Iss 898, p 898 (2022)
op_relation https://www.mdpi.com/2072-4292/14/4/898
https://doaj.org/toc/2072-4292
doi:10.3390/rs14040898
2072-4292
https://doaj.org/article/6af7ee73521241719ef75dca7d08e9d1
op_doi https://doi.org/10.3390/rs14040898
container_title Remote Sensing
container_volume 14
container_issue 4
container_start_page 898
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