Future snowfall in the Alps: projections based on the EURO-CORDEX regional climate models
Twenty-first century snowfall changes over the European Alps are assessed based on high-resolution regional climate model (RCM) data made available through the EURO-CORDEX initiative. Fourteen different combinations of global and regional climate models with a target resolution of 12 km and two diff...
Published in: | The Cryosphere |
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Main Authors: | , , , |
Format: | Article in Journal/Newspaper |
Language: | English |
Published: |
Copernicus Publications
2018
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Subjects: | |
Online Access: | https://doi.org/10.5194/tc-12-1-2018 https://www.the-cryosphere.net/12/1/2018/tc-12-1-2018.pdf https://doaj.org/article/3b2ec1ed02294edfad7cab54f19019b1 |
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author | P. Frei S. Kotlarski M. A. Liniger C. Schär |
author_facet | P. Frei S. Kotlarski M. A. Liniger C. Schär |
author_sort | P. Frei |
collection | Unknown |
container_issue | 1 |
container_start_page | 1 |
container_title | The Cryosphere |
container_volume | 12 |
description | Twenty-first century snowfall changes over the European Alps are assessed based on high-resolution regional climate model (RCM) data made available through the EURO-CORDEX initiative. Fourteen different combinations of global and regional climate models with a target resolution of 12 km and two different emission scenarios are considered. As raw snowfall amounts are not provided by all RCMs, a newly developed method to separate snowfall from total precipitation based on near-surface temperature conditions and accounting for subgrid-scale topographic variability is employed. The evaluation of the simulated snowfall amounts against an observation-based reference indicates the ability of RCMs to capture the main characteristics of the snowfall seasonal cycle and its elevation dependency but also reveals considerable positive biases especially at high elevations. These biases can partly be removed by the application of a dedicated RCM bias adjustment that separately considers temperature and precipitation biases.Snowfall projections reveal a robust signal of decreasing snowfall amounts over most parts of the Alps for both emission scenarios. Domain and multi-model mean decreases in mean September–May snowfall by the end of the century amount to −25 and −45 % for representative concentration pathway (RCP) scenarios RCP4.5 and RCP8.5, respectively. Snowfall in low-lying areas in the Alpine forelands could be reduced by more than −80 %. These decreases are driven by the projected warming and are strongly connected to an important decrease in snowfall frequency and snowfall fraction and are also apparent for heavy snowfall events. In contrast, high-elevation regions could experience slight snowfall increases in midwinter for both emission scenarios despite the general decrease in the snowfall fraction. These increases in mean and heavy snowfall can be explained by a general increase in winter precipitation and by the fact that, with increasing temperatures, climatologically cold areas are shifted into a temperature ... |
format | Article in Journal/Newspaper |
genre | The Cryosphere |
genre_facet | The Cryosphere |
geographic | Midwinter |
geographic_facet | Midwinter |
id | fttriple:oai:gotriple.eu:oai:doaj.org/article:3b2ec1ed02294edfad7cab54f19019b1 |
institution | Open Polar |
language | English |
long_lat | ENVELOPE(139.931,139.931,-66.690,-66.690) |
op_collection_id | fttriple |
op_container_end_page | 24 |
op_doi | https://doi.org/10.5194/tc-12-1-2018 |
op_relation | doi:10.5194/tc-12-1-2018 1994-0416 1994-0424 https://www.the-cryosphere.net/12/1/2018/tc-12-1-2018.pdf https://doaj.org/article/3b2ec1ed02294edfad7cab54f19019b1 |
op_rights | undefined |
op_source | The Cryosphere, Vol 12, Pp 1-24 (2018) |
publishDate | 2018 |
publisher | Copernicus Publications |
record_format | openpolar |
spelling | fttriple:oai:gotriple.eu:oai:doaj.org/article:3b2ec1ed02294edfad7cab54f19019b1 2025-01-17T01:05:51+00:00 Future snowfall in the Alps: projections based on the EURO-CORDEX regional climate models P. Frei S. Kotlarski M. A. Liniger C. Schär 2018-01-01 https://doi.org/10.5194/tc-12-1-2018 https://www.the-cryosphere.net/12/1/2018/tc-12-1-2018.pdf https://doaj.org/article/3b2ec1ed02294edfad7cab54f19019b1 en eng Copernicus Publications doi:10.5194/tc-12-1-2018 1994-0416 1994-0424 https://www.the-cryosphere.net/12/1/2018/tc-12-1-2018.pdf https://doaj.org/article/3b2ec1ed02294edfad7cab54f19019b1 undefined The Cryosphere, Vol 12, Pp 1-24 (2018) geo envir Journal Article https://vocabularies.coar-repositories.org/resource_types/c_6501/ 2018 fttriple https://doi.org/10.5194/tc-12-1-2018 2023-01-22T17:53:05Z Twenty-first century snowfall changes over the European Alps are assessed based on high-resolution regional climate model (RCM) data made available through the EURO-CORDEX initiative. Fourteen different combinations of global and regional climate models with a target resolution of 12 km and two different emission scenarios are considered. As raw snowfall amounts are not provided by all RCMs, a newly developed method to separate snowfall from total precipitation based on near-surface temperature conditions and accounting for subgrid-scale topographic variability is employed. The evaluation of the simulated snowfall amounts against an observation-based reference indicates the ability of RCMs to capture the main characteristics of the snowfall seasonal cycle and its elevation dependency but also reveals considerable positive biases especially at high elevations. These biases can partly be removed by the application of a dedicated RCM bias adjustment that separately considers temperature and precipitation biases.Snowfall projections reveal a robust signal of decreasing snowfall amounts over most parts of the Alps for both emission scenarios. Domain and multi-model mean decreases in mean September–May snowfall by the end of the century amount to −25 and −45 % for representative concentration pathway (RCP) scenarios RCP4.5 and RCP8.5, respectively. Snowfall in low-lying areas in the Alpine forelands could be reduced by more than −80 %. These decreases are driven by the projected warming and are strongly connected to an important decrease in snowfall frequency and snowfall fraction and are also apparent for heavy snowfall events. In contrast, high-elevation regions could experience slight snowfall increases in midwinter for both emission scenarios despite the general decrease in the snowfall fraction. These increases in mean and heavy snowfall can be explained by a general increase in winter precipitation and by the fact that, with increasing temperatures, climatologically cold areas are shifted into a temperature ... Article in Journal/Newspaper The Cryosphere Unknown Midwinter ENVELOPE(139.931,139.931,-66.690,-66.690) The Cryosphere 12 1 1 24 |
spellingShingle | geo envir P. Frei S. Kotlarski M. A. Liniger C. Schär Future snowfall in the Alps: projections based on the EURO-CORDEX regional climate models |
title | Future snowfall in the Alps: projections based on the EURO-CORDEX regional climate models |
title_full | Future snowfall in the Alps: projections based on the EURO-CORDEX regional climate models |
title_fullStr | Future snowfall in the Alps: projections based on the EURO-CORDEX regional climate models |
title_full_unstemmed | Future snowfall in the Alps: projections based on the EURO-CORDEX regional climate models |
title_short | Future snowfall in the Alps: projections based on the EURO-CORDEX regional climate models |
title_sort | future snowfall in the alps: projections based on the euro-cordex regional climate models |
topic | geo envir |
topic_facet | geo envir |
url | https://doi.org/10.5194/tc-12-1-2018 https://www.the-cryosphere.net/12/1/2018/tc-12-1-2018.pdf https://doaj.org/article/3b2ec1ed02294edfad7cab54f19019b1 |