Surface mass balance model intercomparison for the Greenland ice sheet

A number of high resolution reconstructions of the surface mass balance (SMB) of the Greenland ice sheet (GrIS) have been produced using global re-analyses data extending back to 1958. These reconstructions have been used in a variety of applications but little is known about their consistency with...

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Published in:The Cryosphere
Main Authors: Vernon, Chris L, Bamber, J. L., Box, J. E., van den Broeke, M. R., Fettweis, X., Hanna, E., Huybrechts, P.
Format: Article in Journal/Newspaper
Language:English
Published: 2013
Subjects:
Online Access:http://hdl.handle.net/1983/cbe8638c-695d-472b-a621-976e5a92a37a
https://research-information.bris.ac.uk/en/publications/cbe8638c-695d-472b-a621-976e5a92a37a
https://doi.org/10.5194/tc-7-599-2013
id ftubristolcris:oai:research-information.bris.ac.uk:publications/cbe8638c-695d-472b-a621-976e5a92a37a
record_format openpolar
spelling ftubristolcris:oai:research-information.bris.ac.uk:publications/cbe8638c-695d-472b-a621-976e5a92a37a 2023-05-15T16:28:02+02:00 Surface mass balance model intercomparison for the Greenland ice sheet Vernon, Chris L Bamber, J. L. Box, J. E. van den Broeke, M. R. Fettweis, X. Hanna, E. Huybrechts, P. 2013 http://hdl.handle.net/1983/cbe8638c-695d-472b-a621-976e5a92a37a https://research-information.bris.ac.uk/en/publications/cbe8638c-695d-472b-a621-976e5a92a37a https://doi.org/10.5194/tc-7-599-2013 eng eng info:eu-repo/semantics/restrictedAccess Vernon , C L , Bamber , J L , Box , J E , van den Broeke , M R , Fettweis , X , Hanna , E & Huybrechts , P 2013 , ' Surface mass balance model intercomparison for the Greenland ice sheet ' , Cryosphere , vol. 7 , no. 2 , pp. 599-614 . https://doi.org/10.5194/tc-7-599-2013 REGIONAL CLIMATE MODEL SEA-LEVEL CHANGE WEST GREENLAND ENERGY-BALANCE RESOLUTION RUNOFF ALBEDO SNOW PARAMETERIZATIONS ACCUMULATION article 2013 ftubristolcris https://doi.org/10.5194/tc-7-599-2013 2022-04-14T22:26:59Z A number of high resolution reconstructions of the surface mass balance (SMB) of the Greenland ice sheet (GrIS) have been produced using global re-analyses data extending back to 1958. These reconstructions have been used in a variety of applications but little is known about their consistency with each other and the impact of the downscaling method on the result. Here, we compare four reconstructions for the period 1960-2008 to assess the consistency in regional, seasonal and integrated SMB components. Total SMB estimates for the GrIS are in agreement within 34% of the four model average when a common ice sheet mask is used. When models' native land/ice/sea masks are used this spread increases to 57 %. Variation in the spread of components of SMB from their mean: runoff 42% (29% native masks), precipitation 20% (24% native masks), melt 38% (74% native masks), refreeze 83% (142% native masks) show, with the exception of refreeze, a similar level of agreement once a common mask is used. Previously noted differences in the models' estimates are partially explained by ice sheet mask differences. Regionally there is less agreement, suggesting spatially compensating errors improve the integrated estimates. Modelled SMB estimates are compared with in situ observations from the accumulation and ablation areas. Agreement is higher in the accumulation area than the ablation area suggesting relatively high uncertainty in the estimation of ablation processes. Since the mid-1990s each model estimates a decreasing annual SMB. A similar period of decreasing SMB is also estimated for the period 1960-1972. The earlier decrease is due to reduced precipitation with runoff remaining unchanged, however, the recent decrease is associated with increased precipitation, now more than compensated for by increased melt driven runoff. Additionally, in three of the four models the equilibrium line altitude has risen since the mid-1990s, reducing the accumulation area at a rate of approximately 60 000 km(2) per decade due to increased melting. Improving process representation requires further study but the use of a single accurate ice sheet mask is a logical way to reduce uncertainty among models. Article in Journal/Newspaper Greenland Ice Sheet University of Bristol: Bristol Research Greenland The Cryosphere 7 2 599 614
institution Open Polar
collection University of Bristol: Bristol Research
op_collection_id ftubristolcris
language English
topic REGIONAL CLIMATE MODEL
SEA-LEVEL CHANGE
WEST GREENLAND
ENERGY-BALANCE
RESOLUTION
RUNOFF
ALBEDO
SNOW
PARAMETERIZATIONS
ACCUMULATION
spellingShingle REGIONAL CLIMATE MODEL
SEA-LEVEL CHANGE
WEST GREENLAND
ENERGY-BALANCE
RESOLUTION
RUNOFF
ALBEDO
SNOW
PARAMETERIZATIONS
ACCUMULATION
Vernon, Chris L
Bamber, J. L.
Box, J. E.
van den Broeke, M. R.
Fettweis, X.
Hanna, E.
Huybrechts, P.
Surface mass balance model intercomparison for the Greenland ice sheet
topic_facet REGIONAL CLIMATE MODEL
SEA-LEVEL CHANGE
WEST GREENLAND
ENERGY-BALANCE
RESOLUTION
RUNOFF
ALBEDO
SNOW
PARAMETERIZATIONS
ACCUMULATION
description A number of high resolution reconstructions of the surface mass balance (SMB) of the Greenland ice sheet (GrIS) have been produced using global re-analyses data extending back to 1958. These reconstructions have been used in a variety of applications but little is known about their consistency with each other and the impact of the downscaling method on the result. Here, we compare four reconstructions for the period 1960-2008 to assess the consistency in regional, seasonal and integrated SMB components. Total SMB estimates for the GrIS are in agreement within 34% of the four model average when a common ice sheet mask is used. When models' native land/ice/sea masks are used this spread increases to 57 %. Variation in the spread of components of SMB from their mean: runoff 42% (29% native masks), precipitation 20% (24% native masks), melt 38% (74% native masks), refreeze 83% (142% native masks) show, with the exception of refreeze, a similar level of agreement once a common mask is used. Previously noted differences in the models' estimates are partially explained by ice sheet mask differences. Regionally there is less agreement, suggesting spatially compensating errors improve the integrated estimates. Modelled SMB estimates are compared with in situ observations from the accumulation and ablation areas. Agreement is higher in the accumulation area than the ablation area suggesting relatively high uncertainty in the estimation of ablation processes. Since the mid-1990s each model estimates a decreasing annual SMB. A similar period of decreasing SMB is also estimated for the period 1960-1972. The earlier decrease is due to reduced precipitation with runoff remaining unchanged, however, the recent decrease is associated with increased precipitation, now more than compensated for by increased melt driven runoff. Additionally, in three of the four models the equilibrium line altitude has risen since the mid-1990s, reducing the accumulation area at a rate of approximately 60 000 km(2) per decade due to increased melting. Improving process representation requires further study but the use of a single accurate ice sheet mask is a logical way to reduce uncertainty among models.
format Article in Journal/Newspaper
author Vernon, Chris L
Bamber, J. L.
Box, J. E.
van den Broeke, M. R.
Fettweis, X.
Hanna, E.
Huybrechts, P.
author_facet Vernon, Chris L
Bamber, J. L.
Box, J. E.
van den Broeke, M. R.
Fettweis, X.
Hanna, E.
Huybrechts, P.
author_sort Vernon, Chris L
title Surface mass balance model intercomparison for the Greenland ice sheet
title_short Surface mass balance model intercomparison for the Greenland ice sheet
title_full Surface mass balance model intercomparison for the Greenland ice sheet
title_fullStr Surface mass balance model intercomparison for the Greenland ice sheet
title_full_unstemmed Surface mass balance model intercomparison for the Greenland ice sheet
title_sort surface mass balance model intercomparison for the greenland ice sheet
publishDate 2013
url http://hdl.handle.net/1983/cbe8638c-695d-472b-a621-976e5a92a37a
https://research-information.bris.ac.uk/en/publications/cbe8638c-695d-472b-a621-976e5a92a37a
https://doi.org/10.5194/tc-7-599-2013
geographic Greenland
geographic_facet Greenland
genre Greenland
Ice Sheet
genre_facet Greenland
Ice Sheet
op_source Vernon , C L , Bamber , J L , Box , J E , van den Broeke , M R , Fettweis , X , Hanna , E & Huybrechts , P 2013 , ' Surface mass balance model intercomparison for the Greenland ice sheet ' , Cryosphere , vol. 7 , no. 2 , pp. 599-614 . https://doi.org/10.5194/tc-7-599-2013
op_rights info:eu-repo/semantics/restrictedAccess
op_doi https://doi.org/10.5194/tc-7-599-2013
container_title The Cryosphere
container_volume 7
container_issue 2
container_start_page 599
op_container_end_page 614
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