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...
Published in: | The Cryosphere |
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Main Authors: | , , |
Format: | Article in Journal/Newspaper |
Language: | English |
Published: |
Copernicus Publications
2019
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Subjects: | |
Online Access: | https://doi.org/10.5194/tc-13-3171-2019 https://doaj.org/article/ed927ed9f48348468dc73671260166dc |
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author | C. T. Wild O. J. Marsh W. Rack |
author_facet | C. T. Wild O. J. Marsh W. Rack |
author_sort | C. T. Wild |
collection | Directory of Open Access Journals: DOAJ Articles |
container_issue | 12 |
container_start_page | 3171 |
container_title | The Cryosphere |
container_volume | 13 |
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 |
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 |
geographic | Antarctic Darwin Glacier McMurdo Ice Shelf Ross Sea The Antarctic Transantarctic Mountains |
geographic_facet | Antarctic Darwin Glacier McMurdo Ice Shelf Ross Sea The Antarctic Transantarctic Mountains |
id | ftdoajarticles:oai:doaj.org/article:ed927ed9f48348468dc73671260166dc |
institution | Open Polar |
language | English |
long_lat | ENVELOPE(159.000,159.000,-79.883,-79.883) ENVELOPE(166.500,166.500,-78.000,-78.000) |
op_collection_id | ftdoajarticles |
op_container_end_page | 3191 |
op_doi | https://doi.org/10.5194/tc-13-3171-2019 |
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_source | The Cryosphere, Vol 13, Pp 3171-3191 (2019) |
publishDate | 2019 |
publisher | Copernicus Publications |
record_format | openpolar |
spelling | ftdoajarticles:oai:doaj.org/article:ed927ed9f48348468dc73671260166dc 2025-01-16T19:15:39+00:00 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 Darwin Glacier ENVELOPE(159.000,159.000,-79.883,-79.883) McMurdo Ice Shelf ENVELOPE(166.500,166.500,-78.000,-78.000) Ross Sea The Antarctic Transantarctic Mountains The Cryosphere 13 12 3171 3191 |
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 |
title | 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_short | 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 |
topic | Environmental sciences GE1-350 Geology QE1-996.5 |
topic_facet | Environmental sciences GE1-350 Geology QE1-996.5 |
url | https://doi.org/10.5194/tc-13-3171-2019 https://doaj.org/article/ed927ed9f48348468dc73671260166dc |