Ice Production in Ross Ice Shelf Polynyas during 2017–2018 from Sentinel–1 SAR Images

High sea ice production (SIP) generates high-salinity water, thus, influencing the global thermohaline circulation. Estimation from passive microwave data and heat flux models have indicated that the Ross Ice Shelf polynya (RISP) may be the highest SIP region in the Southern Oceans. However, the coa...

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Published in:Remote Sensing
Main Authors: Liyun Dai, Hongjie Xie, Stephen F. Ackley, Alberto M. Mestas-Nuñez
Format: Article in Journal/Newspaper
Language:English
Published: MDPI AG 2020
Subjects:
SAR
Q
Online Access:https://doi.org/10.3390/rs12091484
https://doaj.org/article/6ca8577c7dcb474c8a8e10f6e53a33c5
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record_format openpolar
spelling ftdoajarticles:oai:doaj.org/article:6ca8577c7dcb474c8a8e10f6e53a33c5 2023-05-15T16:41:53+02:00 Ice Production in Ross Ice Shelf Polynyas during 2017–2018 from Sentinel–1 SAR Images Liyun Dai Hongjie Xie Stephen F. Ackley Alberto M. Mestas-Nuñez 2020-05-01T00:00:00Z https://doi.org/10.3390/rs12091484 https://doaj.org/article/6ca8577c7dcb474c8a8e10f6e53a33c5 EN eng MDPI AG https://www.mdpi.com/2072-4292/12/9/1484 https://doaj.org/toc/2072-4292 doi:10.3390/rs12091484 2072-4292 https://doaj.org/article/6ca8577c7dcb474c8a8e10f6e53a33c5 Remote Sensing, Vol 12, Iss 1484, p 1484 (2020) polynya ice production SAR Sentinel-1 sea ice AMSR-2 Science Q article 2020 ftdoajarticles https://doi.org/10.3390/rs12091484 2022-12-31T16:12:22Z High sea ice production (SIP) generates high-salinity water, thus, influencing the global thermohaline circulation. Estimation from passive microwave data and heat flux models have indicated that the Ross Ice Shelf polynya (RISP) may be the highest SIP region in the Southern Oceans. However, the coarse spatial resolution of passive microwave data limited the accuracy of these estimates. The Sentinel-1 Synthetic Aperture Radar dataset with high spatial and temporal resolution provides an unprecedented opportunity to more accurately distinguish both polynya area/extent and occurrence. In this study, the SIPs of RISP and McMurdo Sound polynya (MSP) from 1 March–30 November 2017 and 2018 are calculated based on Sentinel-1 SAR data (for area/extent) and AMSR2 data (for ice thickness). The results show that the wind-driven polynyas in these two years occurred from the middle of March to the middle of November, and the occurrence frequency in 2017 was 90, less than 114 in 2018. However, the annual mean cumulative SIP area and volume in 2017 were similar to (or slightly larger than) those in 2018. The average annual cumulative polynya area and ice volume of these two years were 1,040,213 km 2 and 184 km 3 for the RSIP, and 90,505 km 2 and 16 km 3 for the MSP, respectively. This annual cumulative SIP (volume) is only 1/3–2/3 of those obtained using the previous methods, implying that ice production in the Ross Sea might have been significantly overestimated in the past and deserves further investigations. Article in Journal/Newspaper Ice Shelf McMurdo Sound Ross Ice Shelf Ross Sea Sea ice Directory of Open Access Journals: DOAJ Articles Ross Sea McMurdo Sound Ross Ice Shelf The Sentinel ENVELOPE(73.317,73.317,-52.983,-52.983) Remote Sensing 12 9 1484
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic polynya ice production
SAR
Sentinel-1
sea ice
AMSR-2
Science
Q
spellingShingle polynya ice production
SAR
Sentinel-1
sea ice
AMSR-2
Science
Q
Liyun Dai
Hongjie Xie
Stephen F. Ackley
Alberto M. Mestas-Nuñez
Ice Production in Ross Ice Shelf Polynyas during 2017–2018 from Sentinel–1 SAR Images
topic_facet polynya ice production
SAR
Sentinel-1
sea ice
AMSR-2
Science
Q
description High sea ice production (SIP) generates high-salinity water, thus, influencing the global thermohaline circulation. Estimation from passive microwave data and heat flux models have indicated that the Ross Ice Shelf polynya (RISP) may be the highest SIP region in the Southern Oceans. However, the coarse spatial resolution of passive microwave data limited the accuracy of these estimates. The Sentinel-1 Synthetic Aperture Radar dataset with high spatial and temporal resolution provides an unprecedented opportunity to more accurately distinguish both polynya area/extent and occurrence. In this study, the SIPs of RISP and McMurdo Sound polynya (MSP) from 1 March–30 November 2017 and 2018 are calculated based on Sentinel-1 SAR data (for area/extent) and AMSR2 data (for ice thickness). The results show that the wind-driven polynyas in these two years occurred from the middle of March to the middle of November, and the occurrence frequency in 2017 was 90, less than 114 in 2018. However, the annual mean cumulative SIP area and volume in 2017 were similar to (or slightly larger than) those in 2018. The average annual cumulative polynya area and ice volume of these two years were 1,040,213 km 2 and 184 km 3 for the RSIP, and 90,505 km 2 and 16 km 3 for the MSP, respectively. This annual cumulative SIP (volume) is only 1/3–2/3 of those obtained using the previous methods, implying that ice production in the Ross Sea might have been significantly overestimated in the past and deserves further investigations.
format Article in Journal/Newspaper
author Liyun Dai
Hongjie Xie
Stephen F. Ackley
Alberto M. Mestas-Nuñez
author_facet Liyun Dai
Hongjie Xie
Stephen F. Ackley
Alberto M. Mestas-Nuñez
author_sort Liyun Dai
title Ice Production in Ross Ice Shelf Polynyas during 2017–2018 from Sentinel–1 SAR Images
title_short Ice Production in Ross Ice Shelf Polynyas during 2017–2018 from Sentinel–1 SAR Images
title_full Ice Production in Ross Ice Shelf Polynyas during 2017–2018 from Sentinel–1 SAR Images
title_fullStr Ice Production in Ross Ice Shelf Polynyas during 2017–2018 from Sentinel–1 SAR Images
title_full_unstemmed Ice Production in Ross Ice Shelf Polynyas during 2017–2018 from Sentinel–1 SAR Images
title_sort ice production in ross ice shelf polynyas during 2017–2018 from sentinel–1 sar images
publisher MDPI AG
publishDate 2020
url https://doi.org/10.3390/rs12091484
https://doaj.org/article/6ca8577c7dcb474c8a8e10f6e53a33c5
long_lat ENVELOPE(73.317,73.317,-52.983,-52.983)
geographic Ross Sea
McMurdo Sound
Ross Ice Shelf
The Sentinel
geographic_facet Ross Sea
McMurdo Sound
Ross Ice Shelf
The Sentinel
genre Ice Shelf
McMurdo Sound
Ross Ice Shelf
Ross Sea
Sea ice
genre_facet Ice Shelf
McMurdo Sound
Ross Ice Shelf
Ross Sea
Sea ice
op_source Remote Sensing, Vol 12, Iss 1484, p 1484 (2020)
op_relation https://www.mdpi.com/2072-4292/12/9/1484
https://doaj.org/toc/2072-4292
doi:10.3390/rs12091484
2072-4292
https://doaj.org/article/6ca8577c7dcb474c8a8e10f6e53a33c5
op_doi https://doi.org/10.3390/rs12091484
container_title Remote Sensing
container_volume 12
container_issue 9
container_start_page 1484
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