High-resolution topography of the Antarctic Peninsula combining the TanDEM-X DEM and Reference Elevation Model of Antarctica (REMA) mosaic

The Antarctic Peninsula (AP) is one of the widely studied polar regions because of its sensitivity to climate change and potential contribution of its glaciers to global sea level rise. Precise digital elevation models (DEMs) at a high spatial resolution are much demanded for investigating the compl...

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Published in:The Cryosphere
Main Authors: Y. Dong, J. Zhao, D. Floricioiu, L. Krieger, T. Fritz, M. Eineder
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2021
Subjects:
Online Access:https://doi.org/10.5194/tc-15-4421-2021
https://doaj.org/article/e07187f857de47119f5b54926af40456
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spelling ftdoajarticles:oai:doaj.org/article:e07187f857de47119f5b54926af40456 2023-05-15T13:38:24+02:00 High-resolution topography of the Antarctic Peninsula combining the TanDEM-X DEM and Reference Elevation Model of Antarctica (REMA) mosaic Y. Dong J. Zhao D. Floricioiu L. Krieger T. Fritz M. Eineder 2021-09-01T00:00:00Z https://doi.org/10.5194/tc-15-4421-2021 https://doaj.org/article/e07187f857de47119f5b54926af40456 EN eng Copernicus Publications https://tc.copernicus.org/articles/15/4421/2021/tc-15-4421-2021.pdf https://doaj.org/toc/1994-0416 https://doaj.org/toc/1994-0424 doi:10.5194/tc-15-4421-2021 1994-0416 1994-0424 https://doaj.org/article/e07187f857de47119f5b54926af40456 The Cryosphere, Vol 15, Pp 4421-4443 (2021) Environmental sciences GE1-350 Geology QE1-996.5 article 2021 ftdoajarticles https://doi.org/10.5194/tc-15-4421-2021 2022-12-31T06:50:17Z The Antarctic Peninsula (AP) is one of the widely studied polar regions because of its sensitivity to climate change and potential contribution of its glaciers to global sea level rise. Precise digital elevation models (DEMs) at a high spatial resolution are much demanded for investigating the complex glacier system of the AP at fine scales. However, the two most recent circum-Antarctic DEMs, the 12 m TanDEM-X DEM (TDM DEM) from bistatic interferometric synthetic aperture radar (InSAR) data acquired between 2013 and 2014 and the Reference Elevation Model of Antarctica mosaic (REMA mosaic) at an 8 m spatial resolution derived from optical data acquired between 2011 and 2017 have specific individual limitations in this area. The TDM DEM has the advantage of good data consistency and few data voids (approx. 0.85 %), but there exist residual systematic elevation errors such as phase-unwrapping errors in the non-edited DEM version. The REMA mosaic has high absolute vertical accuracy, but on the AP it suffers from extended areas with data voids (approx. 8 %). To generate a consistent, gapless and high-resolution topography product of the AP, we fill the data voids in the TDM DEM with newly processed TDM raw DEM data acquired in austral winters of 2013 and 2014 and detect and correct the residual systematic elevation errors (i.e., elevation biases) in the TDM DEM with the support of the accurately calibrated REMA mosaic. Instead of a pixelwise replacement with REMA mosaic elevations, these provide reference values to correct the TDM elevation biases over entire regions detected through a path propagation algorithm. The procedure is applied iteratively to gradually correct the errors in the TDM DEM from a large to small scale. The proposed method maintains the characteristics of an InSAR-generated DEM and is minimally influenced by temporal or penetration differences between the TDM DEM and REMA mosaic. The performance of the correction is evaluated with laser altimetry data from Operation IceBridge and ICESat-2 ... Article in Journal/Newspaper Antarc* Antarctic Antarctic Peninsula Antarctica The Cryosphere Directory of Open Access Journals: DOAJ Articles Antarctic Antarctic Peninsula Austral The Antarctic The Cryosphere 15 9 4421 4443
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
Y. Dong
J. Zhao
D. Floricioiu
L. Krieger
T. Fritz
M. Eineder
High-resolution topography of the Antarctic Peninsula combining the TanDEM-X DEM and Reference Elevation Model of Antarctica (REMA) mosaic
topic_facet Environmental sciences
GE1-350
Geology
QE1-996.5
description The Antarctic Peninsula (AP) is one of the widely studied polar regions because of its sensitivity to climate change and potential contribution of its glaciers to global sea level rise. Precise digital elevation models (DEMs) at a high spatial resolution are much demanded for investigating the complex glacier system of the AP at fine scales. However, the two most recent circum-Antarctic DEMs, the 12 m TanDEM-X DEM (TDM DEM) from bistatic interferometric synthetic aperture radar (InSAR) data acquired between 2013 and 2014 and the Reference Elevation Model of Antarctica mosaic (REMA mosaic) at an 8 m spatial resolution derived from optical data acquired between 2011 and 2017 have specific individual limitations in this area. The TDM DEM has the advantage of good data consistency and few data voids (approx. 0.85 %), but there exist residual systematic elevation errors such as phase-unwrapping errors in the non-edited DEM version. The REMA mosaic has high absolute vertical accuracy, but on the AP it suffers from extended areas with data voids (approx. 8 %). To generate a consistent, gapless and high-resolution topography product of the AP, we fill the data voids in the TDM DEM with newly processed TDM raw DEM data acquired in austral winters of 2013 and 2014 and detect and correct the residual systematic elevation errors (i.e., elevation biases) in the TDM DEM with the support of the accurately calibrated REMA mosaic. Instead of a pixelwise replacement with REMA mosaic elevations, these provide reference values to correct the TDM elevation biases over entire regions detected through a path propagation algorithm. The procedure is applied iteratively to gradually correct the errors in the TDM DEM from a large to small scale. The proposed method maintains the characteristics of an InSAR-generated DEM and is minimally influenced by temporal or penetration differences between the TDM DEM and REMA mosaic. The performance of the correction is evaluated with laser altimetry data from Operation IceBridge and ICESat-2 ...
format Article in Journal/Newspaper
author Y. Dong
J. Zhao
D. Floricioiu
L. Krieger
T. Fritz
M. Eineder
author_facet Y. Dong
J. Zhao
D. Floricioiu
L. Krieger
T. Fritz
M. Eineder
author_sort Y. Dong
title High-resolution topography of the Antarctic Peninsula combining the TanDEM-X DEM and Reference Elevation Model of Antarctica (REMA) mosaic
title_short High-resolution topography of the Antarctic Peninsula combining the TanDEM-X DEM and Reference Elevation Model of Antarctica (REMA) mosaic
title_full High-resolution topography of the Antarctic Peninsula combining the TanDEM-X DEM and Reference Elevation Model of Antarctica (REMA) mosaic
title_fullStr High-resolution topography of the Antarctic Peninsula combining the TanDEM-X DEM and Reference Elevation Model of Antarctica (REMA) mosaic
title_full_unstemmed High-resolution topography of the Antarctic Peninsula combining the TanDEM-X DEM and Reference Elevation Model of Antarctica (REMA) mosaic
title_sort high-resolution topography of the antarctic peninsula combining the tandem-x dem and reference elevation model of antarctica (rema) mosaic
publisher Copernicus Publications
publishDate 2021
url https://doi.org/10.5194/tc-15-4421-2021
https://doaj.org/article/e07187f857de47119f5b54926af40456
geographic Antarctic
Antarctic Peninsula
Austral
The Antarctic
geographic_facet Antarctic
Antarctic Peninsula
Austral
The Antarctic
genre Antarc*
Antarctic
Antarctic Peninsula
Antarctica
The Cryosphere
genre_facet Antarc*
Antarctic
Antarctic Peninsula
Antarctica
The Cryosphere
op_source The Cryosphere, Vol 15, Pp 4421-4443 (2021)
op_relation https://tc.copernicus.org/articles/15/4421/2021/tc-15-4421-2021.pdf
https://doaj.org/toc/1994-0416
https://doaj.org/toc/1994-0424
doi:10.5194/tc-15-4421-2021
1994-0416
1994-0424
https://doaj.org/article/e07187f857de47119f5b54926af40456
op_doi https://doi.org/10.5194/tc-15-4421-2021
container_title The Cryosphere
container_volume 15
container_issue 9
container_start_page 4421
op_container_end_page 4443
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