Differential interferometric synthetic aperture radar for tide modelling in Antarctic ice-shelf grounding zones

Differential interferometric synthetic aperture radar (DInSAR) is an essential tool for detecting ice-sheet motion near Antarctica's oceanic margin. These space-borne measurements have been used extensively in the past to map the location and retreat of ice-shelf grounding lines as an indicator...

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Published in:The Cryosphere
Main Authors: C. T. Wild, O. J. Marsh, W. Rack
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2019
Subjects:
Online Access:https://doi.org/10.5194/tc-13-3171-2019
https://doaj.org/article/ed927ed9f48348468dc73671260166dc
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spelling ftdoajarticles:oai:doaj.org/article:ed927ed9f48348468dc73671260166dc 2023-05-15T13:49:46+02:00 Differential interferometric synthetic aperture radar for tide modelling in Antarctic ice-shelf grounding zones C. T. Wild O. J. Marsh W. Rack 2019-11-01T00:00:00Z https://doi.org/10.5194/tc-13-3171-2019 https://doaj.org/article/ed927ed9f48348468dc73671260166dc EN eng Copernicus Publications https://www.the-cryosphere.net/13/3171/2019/tc-13-3171-2019.pdf https://doaj.org/toc/1994-0416 https://doaj.org/toc/1994-0424 doi:10.5194/tc-13-3171-2019 1994-0416 1994-0424 https://doaj.org/article/ed927ed9f48348468dc73671260166dc The Cryosphere, Vol 13, Pp 3171-3191 (2019) Environmental sciences GE1-350 Geology QE1-996.5 article 2019 ftdoajarticles https://doi.org/10.5194/tc-13-3171-2019 2022-12-31T09:24:31Z Differential interferometric synthetic aperture radar (DInSAR) is an essential tool for detecting ice-sheet motion near Antarctica's oceanic margin. These space-borne measurements have been used extensively in the past to map the location and retreat of ice-shelf grounding lines as an indicator for the onset of marine ice-sheet instability and to calculate the mass balance of ice sheets and individual catchments. The main difficulty in interpreting DInSAR is that images originate from a combination of several SAR images and do not indicate instantaneous ice deflection at the times of satellite data acquisitions. Here, we combine the sub-centimetre accuracy and spatial benefits of DInSAR with the temporal benefits of tide models to infer the spatio-temporal dynamics of ice–ocean interaction during the times of satellite overpasses. We demonstrate the potential of this synergy with TerraSAR-X data from the almost-stagnant southern McMurdo Ice Shelf (SMIS). We then validate our algorithm with GPS data from the fast-flowing Darwin Glacier, draining the Antarctic Plateau through the Transantarctic Mountains into the Ross Sea. We are able to reconstruct DInSAR-derived vertical displacements to 7 mm mean absolute residual error and generally improve traditional tide-model output by up to 39 % from 10.8 to 6.7 cm RMSE against GPS data from areas where ice is in local hydrostatic equilibrium with the ocean and by up to 74 % from 21.4 to 5.6 cm RMSE against GPS data in feature-rich coastal areas where tide models have not been applicable before. Numerical modelling then reveals Young's modulus of <math xmlns="http://www.w3.org/1998/Math/MathML" id="M1" display="inline" overflow="scroll" dspmath="mathml"><mrow><mi>E</mi><mo>=</mo><mn mathvariant="normal">1.0</mn><mo>±</mo><mn mathvariant="normal">0.56</mn></mrow></math> <svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="71pt" height="10pt" class="svg-formula" dspmath="mathimg" ... Article in Journal/Newspaper Antarc* Antarctic Darwin Glacier Ice Sheet Ice Shelf McMurdo Ice Shelf Ross Sea The Cryosphere Directory of Open Access Journals: DOAJ Articles Antarctic The Antarctic Ross Sea Transantarctic Mountains McMurdo Ice Shelf ENVELOPE(166.500,166.500,-78.000,-78.000) Darwin Glacier ENVELOPE(159.000,159.000,-79.883,-79.883) The Cryosphere 13 12 3171 3191
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Environmental sciences
GE1-350
Geology
QE1-996.5
spellingShingle Environmental sciences
GE1-350
Geology
QE1-996.5
C. T. Wild
O. J. Marsh
W. Rack
Differential interferometric synthetic aperture radar for tide modelling in Antarctic ice-shelf grounding zones
topic_facet Environmental sciences
GE1-350
Geology
QE1-996.5
description Differential interferometric synthetic aperture radar (DInSAR) is an essential tool for detecting ice-sheet motion near Antarctica's oceanic margin. These space-borne measurements have been used extensively in the past to map the location and retreat of ice-shelf grounding lines as an indicator for the onset of marine ice-sheet instability and to calculate the mass balance of ice sheets and individual catchments. The main difficulty in interpreting DInSAR is that images originate from a combination of several SAR images and do not indicate instantaneous ice deflection at the times of satellite data acquisitions. Here, we combine the sub-centimetre accuracy and spatial benefits of DInSAR with the temporal benefits of tide models to infer the spatio-temporal dynamics of ice–ocean interaction during the times of satellite overpasses. We demonstrate the potential of this synergy with TerraSAR-X data from the almost-stagnant southern McMurdo Ice Shelf (SMIS). We then validate our algorithm with GPS data from the fast-flowing Darwin Glacier, draining the Antarctic Plateau through the Transantarctic Mountains into the Ross Sea. We are able to reconstruct DInSAR-derived vertical displacements to 7 mm mean absolute residual error and generally improve traditional tide-model output by up to 39 % from 10.8 to 6.7 cm RMSE against GPS data from areas where ice is in local hydrostatic equilibrium with the ocean and by up to 74 % from 21.4 to 5.6 cm RMSE against GPS data in feature-rich coastal areas where tide models have not been applicable before. Numerical modelling then reveals Young's modulus of <math xmlns="http://www.w3.org/1998/Math/MathML" id="M1" display="inline" overflow="scroll" dspmath="mathml"><mrow><mi>E</mi><mo>=</mo><mn mathvariant="normal">1.0</mn><mo>±</mo><mn mathvariant="normal">0.56</mn></mrow></math> <svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="71pt" height="10pt" class="svg-formula" dspmath="mathimg" ...
format Article in Journal/Newspaper
author C. T. Wild
O. J. Marsh
W. Rack
author_facet C. T. Wild
O. J. Marsh
W. Rack
author_sort C. T. Wild
title Differential interferometric synthetic aperture radar for tide modelling in Antarctic ice-shelf grounding zones
title_short Differential interferometric synthetic aperture radar for tide modelling in Antarctic ice-shelf grounding zones
title_full Differential interferometric synthetic aperture radar for tide modelling in Antarctic ice-shelf grounding zones
title_fullStr Differential interferometric synthetic aperture radar for tide modelling in Antarctic ice-shelf grounding zones
title_full_unstemmed Differential interferometric synthetic aperture radar for tide modelling in Antarctic ice-shelf grounding zones
title_sort differential interferometric synthetic aperture radar for tide modelling in antarctic ice-shelf grounding zones
publisher Copernicus Publications
publishDate 2019
url https://doi.org/10.5194/tc-13-3171-2019
https://doaj.org/article/ed927ed9f48348468dc73671260166dc
long_lat ENVELOPE(166.500,166.500,-78.000,-78.000)
ENVELOPE(159.000,159.000,-79.883,-79.883)
geographic Antarctic
The Antarctic
Ross Sea
Transantarctic Mountains
McMurdo Ice Shelf
Darwin Glacier
geographic_facet Antarctic
The Antarctic
Ross Sea
Transantarctic Mountains
McMurdo Ice Shelf
Darwin Glacier
genre Antarc*
Antarctic
Darwin Glacier
Ice Sheet
Ice Shelf
McMurdo Ice Shelf
Ross Sea
The Cryosphere
genre_facet Antarc*
Antarctic
Darwin Glacier
Ice Sheet
Ice Shelf
McMurdo Ice Shelf
Ross Sea
The Cryosphere
op_source The Cryosphere, Vol 13, Pp 3171-3191 (2019)
op_relation https://www.the-cryosphere.net/13/3171/2019/tc-13-3171-2019.pdf
https://doaj.org/toc/1994-0416
https://doaj.org/toc/1994-0424
doi:10.5194/tc-13-3171-2019
1994-0416
1994-0424
https://doaj.org/article/ed927ed9f48348468dc73671260166dc
op_doi https://doi.org/10.5194/tc-13-3171-2019
container_title The Cryosphere
container_volume 13
container_issue 12
container_start_page 3171
op_container_end_page 3191
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