Anthropogenic climate change versus internal climate variability: impacts on snow cover in the Swiss Alps

Snow is a sensitive component of the climate system. In many parts of the world, water stored as snow is a vital resource for agriculture, tourism and the energy sector. As uncertainties in climate change assessments are still relatively large, it is important to investigate the interdependencies be...

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Main Authors: Willibald, Fabian, Kotlarski, Sven, Grêt-Regamey, Adrienne, id_orcid:0 000-0001-8156-9503, Ludwig, Ralf
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus 2020
Subjects:
Online Access:https://hdl.handle.net/20.500.11850/438495
https://doi.org/10.3929/ethz-b-000438495
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author Willibald, Fabian
Kotlarski, Sven
Grêt-Regamey, Adrienne
id_orcid:0 000-0001-8156-9503
Ludwig, Ralf
author_facet Willibald, Fabian
Kotlarski, Sven
Grêt-Regamey, Adrienne
id_orcid:0 000-0001-8156-9503
Ludwig, Ralf
author_sort Willibald, Fabian
collection ETH Zürich Research Collection
description Snow is a sensitive component of the climate system. In many parts of the world, water stored as snow is a vital resource for agriculture, tourism and the energy sector. As uncertainties in climate change assessments are still relatively large, it is important to investigate the interdependencies between internal climate variability and anthropogenic climate change and their impacts on snow cover. We use regional climate model data from a new single-model large ensemble with 50 members (ClimEX LE) as a driver for the physically based snow model SNOWPACK at eight locations across the Swiss Alps. We estimate the contribution of internal climate variability to uncertainties in future snow trends by applying a Mann–Kendall test for consecutive future periods of different lengths (between 30 and 100 years) until the end of the 21st century. Under RCP8.5, we find probabilities between 10 % and 60 % that there will be no significant negative trend in future mean snow depths over a period of 50 years. While it is important to understand the contribution of internal climate variability to uncertainties in future snow trends, it is likely that the variability of snow depth itself changes with anthropogenic forcing. We find that relative to the mean, interannual variability of snow increases in the future. A decrease in future mean snow depths, superimposed by increases in interannual variability, will exacerbate the already existing uncertainties that snow-dependent economies will have to face in the future. ISSN:1994-0416 ISSN:1994-0424
format Article in Journal/Newspaper
genre The Cryosphere
genre_facet The Cryosphere
id ftethz:oai:www.research-collection.ethz.ch:20.500.11850/438495
institution Open Polar
language English
op_collection_id ftethz
op_doi https://doi.org/20.500.11850/43849510.3929/ethz-b-00043849510.5194/tc-14-2909-2020
op_relation info:eu-repo/semantics/altIdentifier/doi/10.5194/tc-14-2909-2020
info:eu-repo/semantics/altIdentifier/wos/000569374700001
http://hdl.handle.net/20.500.11850/438495
op_rights info:eu-repo/semantics/openAccess
http://creativecommons.org/licenses/by/4.0/
Creative Commons Attribution 4.0 International
op_source The Cryosphere, 14 (9)
publishDate 2020
publisher Copernicus
record_format openpolar
spelling ftethz:oai:www.research-collection.ethz.ch:20.500.11850/438495 2025-03-30T15:28:58+00:00 Anthropogenic climate change versus internal climate variability: impacts on snow cover in the Swiss Alps Willibald, Fabian Kotlarski, Sven Grêt-Regamey, Adrienne id_orcid:0 000-0001-8156-9503 Ludwig, Ralf 2020-09-04 application/application/pdf https://hdl.handle.net/20.500.11850/438495 https://doi.org/10.3929/ethz-b-000438495 en eng Copernicus info:eu-repo/semantics/altIdentifier/doi/10.5194/tc-14-2909-2020 info:eu-repo/semantics/altIdentifier/wos/000569374700001 http://hdl.handle.net/20.500.11850/438495 info:eu-repo/semantics/openAccess http://creativecommons.org/licenses/by/4.0/ Creative Commons Attribution 4.0 International The Cryosphere, 14 (9) Snow Climate change Internal climate variability Mountain areas (physical planning) info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion 2020 ftethz https://doi.org/20.500.11850/43849510.3929/ethz-b-00043849510.5194/tc-14-2909-2020 2025-03-05T22:09:15Z Snow is a sensitive component of the climate system. In many parts of the world, water stored as snow is a vital resource for agriculture, tourism and the energy sector. As uncertainties in climate change assessments are still relatively large, it is important to investigate the interdependencies between internal climate variability and anthropogenic climate change and their impacts on snow cover. We use regional climate model data from a new single-model large ensemble with 50 members (ClimEX LE) as a driver for the physically based snow model SNOWPACK at eight locations across the Swiss Alps. We estimate the contribution of internal climate variability to uncertainties in future snow trends by applying a Mann–Kendall test for consecutive future periods of different lengths (between 30 and 100 years) until the end of the 21st century. Under RCP8.5, we find probabilities between 10 % and 60 % that there will be no significant negative trend in future mean snow depths over a period of 50 years. While it is important to understand the contribution of internal climate variability to uncertainties in future snow trends, it is likely that the variability of snow depth itself changes with anthropogenic forcing. We find that relative to the mean, interannual variability of snow increases in the future. A decrease in future mean snow depths, superimposed by increases in interannual variability, will exacerbate the already existing uncertainties that snow-dependent economies will have to face in the future. ISSN:1994-0416 ISSN:1994-0424 Article in Journal/Newspaper The Cryosphere ETH Zürich Research Collection
spellingShingle Snow
Climate change
Internal climate variability
Mountain areas (physical planning)
Willibald, Fabian
Kotlarski, Sven
Grêt-Regamey, Adrienne
id_orcid:0 000-0001-8156-9503
Ludwig, Ralf
Anthropogenic climate change versus internal climate variability: impacts on snow cover in the Swiss Alps
title Anthropogenic climate change versus internal climate variability: impacts on snow cover in the Swiss Alps
title_full Anthropogenic climate change versus internal climate variability: impacts on snow cover in the Swiss Alps
title_fullStr Anthropogenic climate change versus internal climate variability: impacts on snow cover in the Swiss Alps
title_full_unstemmed Anthropogenic climate change versus internal climate variability: impacts on snow cover in the Swiss Alps
title_short Anthropogenic climate change versus internal climate variability: impacts on snow cover in the Swiss Alps
title_sort anthropogenic climate change versus internal climate variability: impacts on snow cover in the swiss alps
topic Snow
Climate change
Internal climate variability
Mountain areas (physical planning)
topic_facet Snow
Climate change
Internal climate variability
Mountain areas (physical planning)
url https://hdl.handle.net/20.500.11850/438495
https://doi.org/10.3929/ethz-b-000438495