Projections of Alpine Snow-Cover in a High-Resolution Climate Simulation

The recent development of high-resolution climate models offers a promising approach in improving the simulation of precipitation, clouds and temperature. However, higher grid spacing is also a promising feature to improve the simulation of snow cover. In particular, it provides a refined representa...

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Published in:Atmosphere
Main Authors: Samuel Lüthi, Nikolina Ban, Sven Kotlarski, Christian R. Steger, Tobias Jonas, Christoph Schär
Format: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2019
Subjects:
Online Access:https://doi.org/10.3390/atmos10080463
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spelling ftmdpi:oai:mdpi.com:/2073-4433/10/8/463/ 2023-05-15T17:58:22+02:00 Projections of Alpine Snow-Cover in a High-Resolution Climate Simulation Samuel Lüthi Nikolina Ban Sven Kotlarski Christian R. Steger Tobias Jonas Christoph Schär agris 2019-08-13 application/pdf https://doi.org/10.3390/atmos10080463 EN eng Multidisciplinary Digital Publishing Institute Climatology and Meteorology http://creativecommons.org/licenses/by/3.0/ CC-BY Atmosphere Volume 10 Issue 8 snow water equivalent snow cover convection-resolving climate projections Text 2019 ftmdpi https://doi.org/10.3390/atmos10080463 2019-08-18T23:15:01Z The recent development of high-resolution climate models offers a promising approach in improving the simulation of precipitation, clouds and temperature. However, higher grid spacing is also a promising feature to improve the simulation of snow cover. In particular, it provides a refined representation of topography and allows for an explicit simulation of convective precipitation processes. In this study we analyze the snow cover in a set of decade-long high-resolution climate simulation with horizontal grid spacing of 2.2 km over the greater Alpine region. Results are compared against observations and lower resolution models (12 and 50 km), which use parameterized convection. The simulations are integrated using the COSMO (Consortium for Small-Scale Modeling) model. The evaluation of snow water equivalent (SWE) in the simulation of present-day climate, driven by the ERA-Interim reanalysis, against an observational dataset, reveals that the high-resolution simulation clearly outperforms simulations with grid spacing of 12 and 50 km. The latter simulations underestimate the cumulative amount of SWE over Switzerland over the whole annual cycle by 33% (12 km simulation) and 56% (50 km simulation) while the high-resolution simulation shows a spatially and temporally averaged difference of less than 1%. Scenario simulations driven by GCM MPI-ESM-LR (2081&ndash 2090 RCP8.5 vs. 1991&ndash 2000) reveal a strong decrease of SWE over the Alps, consistent with previous studies. Previous studies had found that the relative decrease becomes gradually smaller with elevation, but this finding was limited to low and intermediate altitudes (as a 12 km simulation resolves the topography up to 2500 m). In the current study we find that the height gradient reverses sign, and relative reductions in snow cover increases above 3000 m asl, where important parts of the cryosphere are present. In addition, the simulations project a transition from permanent to seasonal snow cover at high altitudes, with potentially important impacts to Alpine permafrost. This transition and the more pronounced decline of SWE emphasize the value of the higher grid spacing. Overall, we show that high-resolution climate models offer a promising approach in improving the simulation of snow cover in Alpine terrain. Text permafrost MDPI Open Access Publishing Atmosphere 10 8 463
institution Open Polar
collection MDPI Open Access Publishing
op_collection_id ftmdpi
language English
topic snow water equivalent
snow cover
convection-resolving
climate projections
spellingShingle snow water equivalent
snow cover
convection-resolving
climate projections
Samuel Lüthi
Nikolina Ban
Sven Kotlarski
Christian R. Steger
Tobias Jonas
Christoph Schär
Projections of Alpine Snow-Cover in a High-Resolution Climate Simulation
topic_facet snow water equivalent
snow cover
convection-resolving
climate projections
description The recent development of high-resolution climate models offers a promising approach in improving the simulation of precipitation, clouds and temperature. However, higher grid spacing is also a promising feature to improve the simulation of snow cover. In particular, it provides a refined representation of topography and allows for an explicit simulation of convective precipitation processes. In this study we analyze the snow cover in a set of decade-long high-resolution climate simulation with horizontal grid spacing of 2.2 km over the greater Alpine region. Results are compared against observations and lower resolution models (12 and 50 km), which use parameterized convection. The simulations are integrated using the COSMO (Consortium for Small-Scale Modeling) model. The evaluation of snow water equivalent (SWE) in the simulation of present-day climate, driven by the ERA-Interim reanalysis, against an observational dataset, reveals that the high-resolution simulation clearly outperforms simulations with grid spacing of 12 and 50 km. The latter simulations underestimate the cumulative amount of SWE over Switzerland over the whole annual cycle by 33% (12 km simulation) and 56% (50 km simulation) while the high-resolution simulation shows a spatially and temporally averaged difference of less than 1%. Scenario simulations driven by GCM MPI-ESM-LR (2081&ndash 2090 RCP8.5 vs. 1991&ndash 2000) reveal a strong decrease of SWE over the Alps, consistent with previous studies. Previous studies had found that the relative decrease becomes gradually smaller with elevation, but this finding was limited to low and intermediate altitudes (as a 12 km simulation resolves the topography up to 2500 m). In the current study we find that the height gradient reverses sign, and relative reductions in snow cover increases above 3000 m asl, where important parts of the cryosphere are present. In addition, the simulations project a transition from permanent to seasonal snow cover at high altitudes, with potentially important impacts to Alpine permafrost. This transition and the more pronounced decline of SWE emphasize the value of the higher grid spacing. Overall, we show that high-resolution climate models offer a promising approach in improving the simulation of snow cover in Alpine terrain.
format Text
author Samuel Lüthi
Nikolina Ban
Sven Kotlarski
Christian R. Steger
Tobias Jonas
Christoph Schär
author_facet Samuel Lüthi
Nikolina Ban
Sven Kotlarski
Christian R. Steger
Tobias Jonas
Christoph Schär
author_sort Samuel Lüthi
title Projections of Alpine Snow-Cover in a High-Resolution Climate Simulation
title_short Projections of Alpine Snow-Cover in a High-Resolution Climate Simulation
title_full Projections of Alpine Snow-Cover in a High-Resolution Climate Simulation
title_fullStr Projections of Alpine Snow-Cover in a High-Resolution Climate Simulation
title_full_unstemmed Projections of Alpine Snow-Cover in a High-Resolution Climate Simulation
title_sort projections of alpine snow-cover in a high-resolution climate simulation
publisher Multidisciplinary Digital Publishing Institute
publishDate 2019
url https://doi.org/10.3390/atmos10080463
op_coverage agris
genre permafrost
genre_facet permafrost
op_source Atmosphere
Volume 10
Issue 8
op_relation Climatology and Meteorology
op_rights http://creativecommons.org/licenses/by/3.0/
op_rightsnorm CC-BY
op_doi https://doi.org/10.3390/atmos10080463
container_title Atmosphere
container_volume 10
container_issue 8
container_start_page 463
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