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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Language: | English |
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Copernicus Publications
2019
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Online Access: | https://doi.org/10.5194/tc-13-3171-2019 https://doaj.org/article/ed927ed9f48348468dc73671260166dc |
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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 |
_version_ |
1766252216029544448 |