Improved retrieval of land ice topography from CryoSat-2 data and its impact for volume-change estimation of the Greenland Ice Sheet

A new methodology for retrieval of glacier and ice sheet elevations and elevation changes from CryoSat-2 data is presented. Surface elevations and elevation changes determined using this approach show significant improvements over ESA's publicly available CryoSat-2 elevation product (L2 Baselin...

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Published in:The Cryosphere
Main Authors: J. Nilsson, A. Gardner, L. Sandberg Sørensen, R. Forsberg
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2016
Subjects:
Online Access:https://doi.org/10.5194/tc-10-2953-2016
https://doaj.org/article/c7d5bde431cf4b4a8008c94c03c55bb0
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spelling ftdoajarticles:oai:doaj.org/article:c7d5bde431cf4b4a8008c94c03c55bb0 2023-05-15T16:21:24+02:00 Improved retrieval of land ice topography from CryoSat-2 data and its impact for volume-change estimation of the Greenland Ice Sheet J. Nilsson A. Gardner L. Sandberg Sørensen R. Forsberg 2016-12-01T00:00:00Z https://doi.org/10.5194/tc-10-2953-2016 https://doaj.org/article/c7d5bde431cf4b4a8008c94c03c55bb0 EN eng Copernicus Publications http://www.the-cryosphere.net/10/2953/2016/tc-10-2953-2016.pdf https://doaj.org/toc/1994-0416 https://doaj.org/toc/1994-0424 1994-0416 1994-0424 doi:10.5194/tc-10-2953-2016 https://doaj.org/article/c7d5bde431cf4b4a8008c94c03c55bb0 The Cryosphere, Vol 10, Iss 6, Pp 2953-2969 (2016) Environmental sciences GE1-350 Geology QE1-996.5 article 2016 ftdoajarticles https://doi.org/10.5194/tc-10-2953-2016 2022-12-31T01:13:00Z A new methodology for retrieval of glacier and ice sheet elevations and elevation changes from CryoSat-2 data is presented. Surface elevations and elevation changes determined using this approach show significant improvements over ESA's publicly available CryoSat-2 elevation product (L2 Baseline-B). The results are compared to near-coincident airborne laser altimetry from NASA's Operation IceBridge and seasonal height amplitudes from the Ice, Cloud, and Elevation Satellite (ICESat). Applying this methodology to CryoSat-2 data collected in interferometric synthetic aperture mode (SIN) over the high-relief regions of the Greenland Ice Sheet we find an improvement in the root-mean-square error (RMSE) of 27 and 40 % compared to ESA's L2 product in the derived elevation and elevation changes, respectively. In the interior part of the ice sheet, where CryoSat-2 operates in low-resolution mode (LRM), we find an improvement in the RMSE of 68 and 55 % in the derived elevation and elevation changes, respectively. There is also an 86 % improvement in the magnitude of the seasonal amplitudes when compared to amplitudes derived from ICESat data. These results indicate that the new methodology provides improved tracking of the snow/ice surface with lower sensitivity to changes in near-surface dielectric properties. To demonstrate the utility of the new processing methodology we produce elevations, elevation changes, and total volume changes from CryoSat-2 data for the Greenland Ice Sheet during the period January 2011 to January 2015. We find that the Greenland Ice Sheet decreased in volume at a rate of 289 ± 20 km 3 <mspace linebreak="nobreak" width="0.125em"/>a −1 , with high interannual variability and spatial heterogeneity in rates of loss. This rate is 65 km 3 <mspace linebreak="nobreak" width="0.125em"/>a −1 more negative than rates determined from ESA's L2 product, highlighting the importance of CryoSat-2 processing methodologies. Article in Journal/Newspaper glacier Greenland Ice Sheet The Cryosphere Directory of Open Access Journals: DOAJ Articles Greenland The Cryosphere 10 6 2953 2969
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
J. Nilsson
A. Gardner
L. Sandberg Sørensen
R. Forsberg
Improved retrieval of land ice topography from CryoSat-2 data and its impact for volume-change estimation of the Greenland Ice Sheet
topic_facet Environmental sciences
GE1-350
Geology
QE1-996.5
description A new methodology for retrieval of glacier and ice sheet elevations and elevation changes from CryoSat-2 data is presented. Surface elevations and elevation changes determined using this approach show significant improvements over ESA's publicly available CryoSat-2 elevation product (L2 Baseline-B). The results are compared to near-coincident airborne laser altimetry from NASA's Operation IceBridge and seasonal height amplitudes from the Ice, Cloud, and Elevation Satellite (ICESat). Applying this methodology to CryoSat-2 data collected in interferometric synthetic aperture mode (SIN) over the high-relief regions of the Greenland Ice Sheet we find an improvement in the root-mean-square error (RMSE) of 27 and 40 % compared to ESA's L2 product in the derived elevation and elevation changes, respectively. In the interior part of the ice sheet, where CryoSat-2 operates in low-resolution mode (LRM), we find an improvement in the RMSE of 68 and 55 % in the derived elevation and elevation changes, respectively. There is also an 86 % improvement in the magnitude of the seasonal amplitudes when compared to amplitudes derived from ICESat data. These results indicate that the new methodology provides improved tracking of the snow/ice surface with lower sensitivity to changes in near-surface dielectric properties. To demonstrate the utility of the new processing methodology we produce elevations, elevation changes, and total volume changes from CryoSat-2 data for the Greenland Ice Sheet during the period January 2011 to January 2015. We find that the Greenland Ice Sheet decreased in volume at a rate of 289 ± 20 km 3 <mspace linebreak="nobreak" width="0.125em"/>a −1 , with high interannual variability and spatial heterogeneity in rates of loss. This rate is 65 km 3 <mspace linebreak="nobreak" width="0.125em"/>a −1 more negative than rates determined from ESA's L2 product, highlighting the importance of CryoSat-2 processing methodologies.
format Article in Journal/Newspaper
author J. Nilsson
A. Gardner
L. Sandberg Sørensen
R. Forsberg
author_facet J. Nilsson
A. Gardner
L. Sandberg Sørensen
R. Forsberg
author_sort J. Nilsson
title Improved retrieval of land ice topography from CryoSat-2 data and its impact for volume-change estimation of the Greenland Ice Sheet
title_short Improved retrieval of land ice topography from CryoSat-2 data and its impact for volume-change estimation of the Greenland Ice Sheet
title_full Improved retrieval of land ice topography from CryoSat-2 data and its impact for volume-change estimation of the Greenland Ice Sheet
title_fullStr Improved retrieval of land ice topography from CryoSat-2 data and its impact for volume-change estimation of the Greenland Ice Sheet
title_full_unstemmed Improved retrieval of land ice topography from CryoSat-2 data and its impact for volume-change estimation of the Greenland Ice Sheet
title_sort improved retrieval of land ice topography from cryosat-2 data and its impact for volume-change estimation of the greenland ice sheet
publisher Copernicus Publications
publishDate 2016
url https://doi.org/10.5194/tc-10-2953-2016
https://doaj.org/article/c7d5bde431cf4b4a8008c94c03c55bb0
geographic Greenland
geographic_facet Greenland
genre glacier
Greenland
Ice Sheet
The Cryosphere
genre_facet glacier
Greenland
Ice Sheet
The Cryosphere
op_source The Cryosphere, Vol 10, Iss 6, Pp 2953-2969 (2016)
op_relation http://www.the-cryosphere.net/10/2953/2016/tc-10-2953-2016.pdf
https://doaj.org/toc/1994-0416
https://doaj.org/toc/1994-0424
1994-0416
1994-0424
doi:10.5194/tc-10-2953-2016
https://doaj.org/article/c7d5bde431cf4b4a8008c94c03c55bb0
op_doi https://doi.org/10.5194/tc-10-2953-2016
container_title The Cryosphere
container_volume 10
container_issue 6
container_start_page 2953
op_container_end_page 2969
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