A new 1 km digital elevation model of the Antarctic derived from combined satellite radar and laser data - Part 1: Data and methods

Digital elevation models (DEMs) of the whole of Antarctica have been derived, previously, from satellite radar altimetry (SRA) and limited terrestrial data. Near the ice sheet margins and in other areas of steep relief the SRA data tend to have relatively poor coverage and accuracy. To remedy this a...

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Main Authors: Bamber, JL, Gomez-Dans, JL, Griggs, JA
Format: Article in Journal/Newspaper
Language:unknown
Published: COPERNICUS GESELLSCHAFT MBH 2009
Subjects:
Online Access:http://discovery.ucl.ac.uk/127405/
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record_format openpolar
spelling ftucl:oai:eprints.ucl.ac.uk.OAI2:127405 2023-05-15T13:53:53+02:00 A new 1 km digital elevation model of the Antarctic derived from combined satellite radar and laser data - Part 1: Data and methods Bamber, JL Gomez-Dans, JL Griggs, JA 2009 http://discovery.ucl.ac.uk/127405/ unknown COPERNICUS GESELLSCHAFT MBH open CRYOSPHERE , 3 (1) 101 - 111. (2009) SURFACE MASS-BALANCE SEA-LEVEL RISE ICE-SHEET ALTIMETER DATA ACCURACY CLIMATE TOPOGRAPHY GREENLAND THICKNESS SYSTEM Article 2009 ftucl 2016-10-20T22:17:52Z Digital elevation models (DEMs) of the whole of Antarctica have been derived, previously, from satellite radar altimetry (SRA) and limited terrestrial data. Near the ice sheet margins and in other areas of steep relief the SRA data tend to have relatively poor coverage and accuracy. To remedy this and to extend the coverage beyond the latitudinal limit of the SRA missions (81.5 degrees S) we have combined laser altimeter measurements from the Geosciences Laser Altimeter System onboard ICESat with SRA data from the geodetic phase of the ERS-1 satellite mission. The former provide decimetre vertical accuracy but with poor spatial coverage. The latter have excellent spatial coverage but a poorer vertical accuracy. By combining the radar and laser data using an optimal approach we have maximised the vertical accuracy and spatial resolution of the DEM and minimised the number of grid cells with an interpolated elevation estimate. We assessed the optimum resolution for producing a DEM based on a trade-off between resolution and interpolated cells, which was found to be 1 km. This resulted in just under 32% of grid cells having an interpolated value. The accuracy of the final DEM was assessed using a suite of independent airborne altimeter data and used to produce an error map. The RMS error in the new DEM was found to be roughly half that of the best previous 5 km resolution, SRA-derived DEM, with marked improvements in the steeper marginal and mountainous areas and between 81.5 and 86 degrees S. The DEM contains a wealth of information related to ice flow. This is particularly apparent for the two largest ice shelves -the Filchner-Ronne and Ross -where the surface expression of flow of ice streams and outlet glaciers can be traced from the grounding line to the calving front. The surface expression of subglacial lakes and other basal features are also illustrated. We also use the DEM to derive new estimates of balance velocities and ice divide locations. Article in Journal/Newspaper Antarc* Antarctic Antarctica Greenland Ice Sheet Ice Shelves University College London: UCL Discovery Antarctic Greenland The Antarctic
institution Open Polar
collection University College London: UCL Discovery
op_collection_id ftucl
language unknown
topic SURFACE MASS-BALANCE
SEA-LEVEL RISE
ICE-SHEET
ALTIMETER DATA
ACCURACY
CLIMATE
TOPOGRAPHY
GREENLAND
THICKNESS
SYSTEM
spellingShingle SURFACE MASS-BALANCE
SEA-LEVEL RISE
ICE-SHEET
ALTIMETER DATA
ACCURACY
CLIMATE
TOPOGRAPHY
GREENLAND
THICKNESS
SYSTEM
Bamber, JL
Gomez-Dans, JL
Griggs, JA
A new 1 km digital elevation model of the Antarctic derived from combined satellite radar and laser data - Part 1: Data and methods
topic_facet SURFACE MASS-BALANCE
SEA-LEVEL RISE
ICE-SHEET
ALTIMETER DATA
ACCURACY
CLIMATE
TOPOGRAPHY
GREENLAND
THICKNESS
SYSTEM
description Digital elevation models (DEMs) of the whole of Antarctica have been derived, previously, from satellite radar altimetry (SRA) and limited terrestrial data. Near the ice sheet margins and in other areas of steep relief the SRA data tend to have relatively poor coverage and accuracy. To remedy this and to extend the coverage beyond the latitudinal limit of the SRA missions (81.5 degrees S) we have combined laser altimeter measurements from the Geosciences Laser Altimeter System onboard ICESat with SRA data from the geodetic phase of the ERS-1 satellite mission. The former provide decimetre vertical accuracy but with poor spatial coverage. The latter have excellent spatial coverage but a poorer vertical accuracy. By combining the radar and laser data using an optimal approach we have maximised the vertical accuracy and spatial resolution of the DEM and minimised the number of grid cells with an interpolated elevation estimate. We assessed the optimum resolution for producing a DEM based on a trade-off between resolution and interpolated cells, which was found to be 1 km. This resulted in just under 32% of grid cells having an interpolated value. The accuracy of the final DEM was assessed using a suite of independent airborne altimeter data and used to produce an error map. The RMS error in the new DEM was found to be roughly half that of the best previous 5 km resolution, SRA-derived DEM, with marked improvements in the steeper marginal and mountainous areas and between 81.5 and 86 degrees S. The DEM contains a wealth of information related to ice flow. This is particularly apparent for the two largest ice shelves -the Filchner-Ronne and Ross -where the surface expression of flow of ice streams and outlet glaciers can be traced from the grounding line to the calving front. The surface expression of subglacial lakes and other basal features are also illustrated. We also use the DEM to derive new estimates of balance velocities and ice divide locations.
format Article in Journal/Newspaper
author Bamber, JL
Gomez-Dans, JL
Griggs, JA
author_facet Bamber, JL
Gomez-Dans, JL
Griggs, JA
author_sort Bamber, JL
title A new 1 km digital elevation model of the Antarctic derived from combined satellite radar and laser data - Part 1: Data and methods
title_short A new 1 km digital elevation model of the Antarctic derived from combined satellite radar and laser data - Part 1: Data and methods
title_full A new 1 km digital elevation model of the Antarctic derived from combined satellite radar and laser data - Part 1: Data and methods
title_fullStr A new 1 km digital elevation model of the Antarctic derived from combined satellite radar and laser data - Part 1: Data and methods
title_full_unstemmed A new 1 km digital elevation model of the Antarctic derived from combined satellite radar and laser data - Part 1: Data and methods
title_sort new 1 km digital elevation model of the antarctic derived from combined satellite radar and laser data - part 1: data and methods
publisher COPERNICUS GESELLSCHAFT MBH
publishDate 2009
url http://discovery.ucl.ac.uk/127405/
geographic Antarctic
Greenland
The Antarctic
geographic_facet Antarctic
Greenland
The Antarctic
genre Antarc*
Antarctic
Antarctica
Greenland
Ice Sheet
Ice Shelves
genre_facet Antarc*
Antarctic
Antarctica
Greenland
Ice Sheet
Ice Shelves
op_source CRYOSPHERE , 3 (1) 101 - 111. (2009)
op_rights open
_version_ 1766259364335714304