12 Years of Area Variation by the Drygalski Ice Tongue as Measured With COSMO-SkyMed

One important coastal polynya around Antarctica is Terra Nova Bay (TNB) polynya. Its formation and persistence are due to the combined effect of katabatic winds, regional ice conditions, and the Drygalski Ice Tongue (DIT). The combined effect of these elements arranges a delicate balance in TNB. To...

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Published in:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Main Authors: Miguel Moctezuma-Flores, Flavio Parmiggiani, Lorenzo Guerrieri
Format: Article in Journal/Newspaper
Language:English
Published: IEEE 2022
Subjects:
Ice
Online Access:https://doi.org/10.1109/JSTARS.2022.3205560
https://doaj.org/article/a00a82887b5c4aacac5d09c37985ddd9
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spelling ftdoajarticles:oai:doaj.org/article:a00a82887b5c4aacac5d09c37985ddd9 2023-05-15T14:04:25+02:00 12 Years of Area Variation by the Drygalski Ice Tongue as Measured With COSMO-SkyMed Miguel Moctezuma-Flores Flavio Parmiggiani Lorenzo Guerrieri 2022-01-01T00:00:00Z https://doi.org/10.1109/JSTARS.2022.3205560 https://doaj.org/article/a00a82887b5c4aacac5d09c37985ddd9 EN eng IEEE https://ieeexplore.ieee.org/document/9882966/ https://doaj.org/toc/2151-1535 2151-1535 doi:10.1109/JSTARS.2022.3205560 https://doaj.org/article/a00a82887b5c4aacac5d09c37985ddd9 IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 15, Pp 7839-7845 (2022) Ice image segmentation remote sensing synthetic aperture imaging Ocean engineering TC1501-1800 Geophysics. Cosmic physics QC801-809 article 2022 ftdoajarticles https://doi.org/10.1109/JSTARS.2022.3205560 2022-12-30T20:54:13Z One important coastal polynya around Antarctica is Terra Nova Bay (TNB) polynya. Its formation and persistence are due to the combined effect of katabatic winds, regional ice conditions, and the Drygalski Ice Tongue (DIT). The combined effect of these elements arranges a delicate balance in TNB. To evaluate the interacting elements, we focused our attention on the DIT, one of the largest ice tongues in Antarctica. The DIT is a 70-km long tongue, which juts out like a pier from the icy land into northern McMurdo Sound of Antarctica's Ross Dependency. The analysis presented in this article was carried out using Cosmo-SkyMed (CSK) images. The methodology developed for the analysis consists of three steps: 1) DIT shape enhancement, 2) fuzzy Bayesian segmentation which associates the analyzed set of pixels with a binary label field, and 3) parametric representation of the shape of the DIT to compare the area of the ice tongue as it was 12 years ago and as it is today. The computed mean value of the DIT surface velocity was 703 m y $^{-1}$ . To estimate the closeness of the derived parameter to the true value, using a statistical approach, the 95% confidence interval for the true mean value is 703 $\pm$ 4.236 m y $^{-1}$ . Our analysis confirms a trend of advance. That is, after the significant calving events of the tongue in 2005 and 2006, the DIT has resumed its normal growth, and its length has increased by 12% in the last 12 years. Article in Journal/Newspaper Antarc* Antarctica McMurdo Sound Ross Dependency Directory of Open Access Journals: DOAJ Articles Drygalski ENVELOPE(-61.000,-61.000,-64.717,-64.717) Drygalski Ice Tongue ENVELOPE(163.500,163.500,-75.400,-75.400) McMurdo Sound Ross Dependency ENVELOPE(160.000,160.000,-60.000,-60.000) Terra Nova Bay IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 15 7839 7845
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Ice
image segmentation
remote sensing
synthetic aperture imaging
Ocean engineering
TC1501-1800
Geophysics. Cosmic physics
QC801-809
spellingShingle Ice
image segmentation
remote sensing
synthetic aperture imaging
Ocean engineering
TC1501-1800
Geophysics. Cosmic physics
QC801-809
Miguel Moctezuma-Flores
Flavio Parmiggiani
Lorenzo Guerrieri
12 Years of Area Variation by the Drygalski Ice Tongue as Measured With COSMO-SkyMed
topic_facet Ice
image segmentation
remote sensing
synthetic aperture imaging
Ocean engineering
TC1501-1800
Geophysics. Cosmic physics
QC801-809
description One important coastal polynya around Antarctica is Terra Nova Bay (TNB) polynya. Its formation and persistence are due to the combined effect of katabatic winds, regional ice conditions, and the Drygalski Ice Tongue (DIT). The combined effect of these elements arranges a delicate balance in TNB. To evaluate the interacting elements, we focused our attention on the DIT, one of the largest ice tongues in Antarctica. The DIT is a 70-km long tongue, which juts out like a pier from the icy land into northern McMurdo Sound of Antarctica's Ross Dependency. The analysis presented in this article was carried out using Cosmo-SkyMed (CSK) images. The methodology developed for the analysis consists of three steps: 1) DIT shape enhancement, 2) fuzzy Bayesian segmentation which associates the analyzed set of pixels with a binary label field, and 3) parametric representation of the shape of the DIT to compare the area of the ice tongue as it was 12 years ago and as it is today. The computed mean value of the DIT surface velocity was 703 m y $^{-1}$ . To estimate the closeness of the derived parameter to the true value, using a statistical approach, the 95% confidence interval for the true mean value is 703 $\pm$ 4.236 m y $^{-1}$ . Our analysis confirms a trend of advance. That is, after the significant calving events of the tongue in 2005 and 2006, the DIT has resumed its normal growth, and its length has increased by 12% in the last 12 years.
format Article in Journal/Newspaper
author Miguel Moctezuma-Flores
Flavio Parmiggiani
Lorenzo Guerrieri
author_facet Miguel Moctezuma-Flores
Flavio Parmiggiani
Lorenzo Guerrieri
author_sort Miguel Moctezuma-Flores
title 12 Years of Area Variation by the Drygalski Ice Tongue as Measured With COSMO-SkyMed
title_short 12 Years of Area Variation by the Drygalski Ice Tongue as Measured With COSMO-SkyMed
title_full 12 Years of Area Variation by the Drygalski Ice Tongue as Measured With COSMO-SkyMed
title_fullStr 12 Years of Area Variation by the Drygalski Ice Tongue as Measured With COSMO-SkyMed
title_full_unstemmed 12 Years of Area Variation by the Drygalski Ice Tongue as Measured With COSMO-SkyMed
title_sort 12 years of area variation by the drygalski ice tongue as measured with cosmo-skymed
publisher IEEE
publishDate 2022
url https://doi.org/10.1109/JSTARS.2022.3205560
https://doaj.org/article/a00a82887b5c4aacac5d09c37985ddd9
long_lat ENVELOPE(-61.000,-61.000,-64.717,-64.717)
ENVELOPE(163.500,163.500,-75.400,-75.400)
ENVELOPE(160.000,160.000,-60.000,-60.000)
geographic Drygalski
Drygalski Ice Tongue
McMurdo Sound
Ross Dependency
Terra Nova Bay
geographic_facet Drygalski
Drygalski Ice Tongue
McMurdo Sound
Ross Dependency
Terra Nova Bay
genre Antarc*
Antarctica
McMurdo Sound
Ross Dependency
genre_facet Antarc*
Antarctica
McMurdo Sound
Ross Dependency
op_source IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 15, Pp 7839-7845 (2022)
op_relation https://ieeexplore.ieee.org/document/9882966/
https://doaj.org/toc/2151-1535
2151-1535
doi:10.1109/JSTARS.2022.3205560
https://doaj.org/article/a00a82887b5c4aacac5d09c37985ddd9
op_doi https://doi.org/10.1109/JSTARS.2022.3205560
container_title IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
container_volume 15
container_start_page 7839
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