Development of physically based liquid water schemes for Greenland firn-densification models

As surface melt is increasing on the Greenland Ice Sheet (GrIS), quantifying the retention capacity of the firn layer is critical to linking meltwater production to meltwater runoff. Firn-densification models have so far relied on empirical approaches to account for the percolation–refreezing proces...

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Published in:The Cryosphere
Main Authors: Verjans, Vincent, Leeson, Amber, Stevens, Max, MacFerrin, Michael, Noël, Brice, Van Den Broeke, Michiel
Format: Article in Journal/Newspaper
Language:unknown
Published: 2019
Subjects:
Online Access:https://eprints.lancs.ac.uk/id/eprint/135155/
https://doi.org/10.5194/tc-13-1819-2019
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spelling ftulancaster:oai:eprints.lancs.ac.uk:135155 2023-08-27T04:09:45+02:00 Development of physically based liquid water schemes for Greenland firn-densification models Verjans, Vincent Leeson, Amber Stevens, Max MacFerrin, Michael Noël, Brice Van Den Broeke, Michiel 2019-07-09 https://eprints.lancs.ac.uk/id/eprint/135155/ https://doi.org/10.5194/tc-13-1819-2019 unknown Verjans, Vincent and Leeson, Amber and Stevens, Max and MacFerrin, Michael and Noël, Brice and Van Den Broeke, Michiel (2019) Development of physically based liquid water schemes for Greenland firn-densification models. The Cryosphere, 13 (7). pp. 1819-1842. Journal Article PeerReviewed 2019 ftulancaster https://doi.org/10.5194/tc-13-1819-2019 2023-08-03T22:36:08Z As surface melt is increasing on the Greenland Ice Sheet (GrIS), quantifying the retention capacity of the firn layer is critical to linking meltwater production to meltwater runoff. Firn-densification models have so far relied on empirical approaches to account for the percolation–refreezing process, and more physically based representations of liquid water flow might bring improvements to model performance. Here we implement three types of water percolation schemes into the Community Firn Model: the bucket approach, the Richards equation in a single domain and the Richards equation in a dual domain, which accounts for partitioning between matrix and fast preferential flow. We investigate their impact on firn densification at four locations on the GrIS and compare model results with observations. We find that for all of the flow schemes, significant discrepancies remain with respect to observed firn density, particularly the density variability in depth, and that inter-model differences are large (porosity of the upper 15 m firn varies by up to 47 %). The simple bucket scheme is as efficient in replicating observed density profiles as the single-domain Richards equation, and the most physically detailed dual-domain scheme does not necessarily reach best agreement with observed data. However, we find that the implementation of preferential flow simulates ice-layer formation more reliably and allows for deeper percolation. We also find that the firn model is more sensitive to the choice of densification scheme than to the choice of water percolation scheme. The disagreements with observations and the spread in model results demonstrate that progress towards an accurate description of water flow in firn is necessary. The numerous uncertainties about firn structure (e.g. grain size and shape, presence of ice layers) and about its hydraulic properties, as well as the one-dimensionality of firn models, render the implementation of physically based percolation schemes difficult. Additionally, the performance of firn ... Article in Journal/Newspaper Greenland Ice Sheet The Cryosphere Lancaster University: Lancaster Eprints Greenland The Cryosphere 13 7 1819 1842
institution Open Polar
collection Lancaster University: Lancaster Eprints
op_collection_id ftulancaster
language unknown
description As surface melt is increasing on the Greenland Ice Sheet (GrIS), quantifying the retention capacity of the firn layer is critical to linking meltwater production to meltwater runoff. Firn-densification models have so far relied on empirical approaches to account for the percolation–refreezing process, and more physically based representations of liquid water flow might bring improvements to model performance. Here we implement three types of water percolation schemes into the Community Firn Model: the bucket approach, the Richards equation in a single domain and the Richards equation in a dual domain, which accounts for partitioning between matrix and fast preferential flow. We investigate their impact on firn densification at four locations on the GrIS and compare model results with observations. We find that for all of the flow schemes, significant discrepancies remain with respect to observed firn density, particularly the density variability in depth, and that inter-model differences are large (porosity of the upper 15 m firn varies by up to 47 %). The simple bucket scheme is as efficient in replicating observed density profiles as the single-domain Richards equation, and the most physically detailed dual-domain scheme does not necessarily reach best agreement with observed data. However, we find that the implementation of preferential flow simulates ice-layer formation more reliably and allows for deeper percolation. We also find that the firn model is more sensitive to the choice of densification scheme than to the choice of water percolation scheme. The disagreements with observations and the spread in model results demonstrate that progress towards an accurate description of water flow in firn is necessary. The numerous uncertainties about firn structure (e.g. grain size and shape, presence of ice layers) and about its hydraulic properties, as well as the one-dimensionality of firn models, render the implementation of physically based percolation schemes difficult. Additionally, the performance of firn ...
format Article in Journal/Newspaper
author Verjans, Vincent
Leeson, Amber
Stevens, Max
MacFerrin, Michael
Noël, Brice
Van Den Broeke, Michiel
spellingShingle Verjans, Vincent
Leeson, Amber
Stevens, Max
MacFerrin, Michael
Noël, Brice
Van Den Broeke, Michiel
Development of physically based liquid water schemes for Greenland firn-densification models
author_facet Verjans, Vincent
Leeson, Amber
Stevens, Max
MacFerrin, Michael
Noël, Brice
Van Den Broeke, Michiel
author_sort Verjans, Vincent
title Development of physically based liquid water schemes for Greenland firn-densification models
title_short Development of physically based liquid water schemes for Greenland firn-densification models
title_full Development of physically based liquid water schemes for Greenland firn-densification models
title_fullStr Development of physically based liquid water schemes for Greenland firn-densification models
title_full_unstemmed Development of physically based liquid water schemes for Greenland firn-densification models
title_sort development of physically based liquid water schemes for greenland firn-densification models
publishDate 2019
url https://eprints.lancs.ac.uk/id/eprint/135155/
https://doi.org/10.5194/tc-13-1819-2019
geographic Greenland
geographic_facet Greenland
genre Greenland
Ice Sheet
The Cryosphere
genre_facet Greenland
Ice Sheet
The Cryosphere
op_relation Verjans, Vincent and Leeson, Amber and Stevens, Max and MacFerrin, Michael and Noël, Brice and Van Den Broeke, Michiel (2019) Development of physically based liquid water schemes for Greenland firn-densification models. The Cryosphere, 13 (7). pp. 1819-1842.
op_doi https://doi.org/10.5194/tc-13-1819-2019
container_title The Cryosphere
container_volume 13
container_issue 7
container_start_page 1819
op_container_end_page 1842
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