Statistical modelling of the surface mass-balance variability of the Morteratsch glacier, Switzerland: strong control of early melting season meteorological conditions
In this study we analyse a 15-year long time series of surface mass-balance (SMB) measurements performed between 2001 and 2016 in the ablation zone of the Morteratsch glacier complex (Engadine, Switzerland). For a better understanding of the SMB variability and its causes, multiple linear regression...
Main Authors: | , , |
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Format: | Article in Journal/Newspaper |
Language: | English |
Published: |
International Glaciological Society
2018
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Subjects: | |
Online Access: | https://hdl.handle.net/20.500.11850/254370 https://doi.org/10.3929/ethz-b-000254370 |
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author | Zekollari, Harry id_orcid:0 000-0002-7443-4034 Huybrechts, Philippe |
author_facet | Zekollari, Harry id_orcid:0 000-0002-7443-4034 Huybrechts, Philippe |
author_sort | Zekollari, Harry |
collection | ETH Zürich Research Collection |
description | In this study we analyse a 15-year long time series of surface mass-balance (SMB) measurements performed between 2001 and 2016 in the ablation zone of the Morteratsch glacier complex (Engadine, Switzerland). For a better understanding of the SMB variability and its causes, multiple linear regressions analyses are performed with temperature and precipitation series from nearby meteorological stations. Up to 85% of the observed SMB variance can be explained by the mean May–June–July temperature and the total precipitation from October to March. A new method is presented where the contribution of each month's individual temperature and precipitation to the SMB can be examined in a total sample of 224 (16.8 million) combinations. More than 90% of the observed SMB can be explained with particular combinations, in which the May–June–July temperature is the most recurrent, followed by October temperature. The role of precipitation is less pronounced, but autumn, winter and spring precipitation are always more important than summer precipitation. Our results indicate that the length of the ice ablation season is of larger importance than its intensity to explain year-to-year variations. The widely used June–July–August temperature index may not always be the best option to describe SMB variability through statistical correlation. ISSN:0022-1430 ISSN:1727-5652 |
format | Article in Journal/Newspaper |
genre | Journal of Glaciology |
genre_facet | Journal of Glaciology |
id | ftethz:oai:www.research-collection.ethz.ch:20.500.11850/254370 |
institution | Open Polar |
language | English |
op_collection_id | ftethz |
op_doi | https://doi.org/20.500.11850/25437010.3929/ethz-b-00025437010.1017/jog.2018.18 |
op_relation | info:eu-repo/semantics/altIdentifier/doi/10.1017/jog.2018.18 info:eu-repo/semantics/altIdentifier/wos/000430422000009 http://hdl.handle.net/20.500.11850/254370 |
op_rights | info:eu-repo/semantics/openAccess http://creativecommons.org/licenses/by/4.0/ Creative Commons Attribution 4.0 International |
op_source | Journal of Glaciology, 64 (244) |
publishDate | 2018 |
publisher | International Glaciological Society |
record_format | openpolar |
spelling | ftethz:oai:www.research-collection.ethz.ch:20.500.11850/254370 2025-03-30T15:17:08+00:00 Statistical modelling of the surface mass-balance variability of the Morteratsch glacier, Switzerland: strong control of early melting season meteorological conditions Zekollari, Harry id_orcid:0 000-0002-7443-4034 Huybrechts, Philippe 2018-04 application/application/pdf https://hdl.handle.net/20.500.11850/254370 https://doi.org/10.3929/ethz-b-000254370 en eng International Glaciological Society info:eu-repo/semantics/altIdentifier/doi/10.1017/jog.2018.18 info:eu-repo/semantics/altIdentifier/wos/000430422000009 http://hdl.handle.net/20.500.11850/254370 info:eu-repo/semantics/openAccess http://creativecommons.org/licenses/by/4.0/ Creative Commons Attribution 4.0 International Journal of Glaciology, 64 (244) energy balance glacier cover glacier mass balance glacier meteorology glacier monitoring info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion 2018 ftethz https://doi.org/20.500.11850/25437010.3929/ethz-b-00025437010.1017/jog.2018.18 2025-03-05T22:09:16Z In this study we analyse a 15-year long time series of surface mass-balance (SMB) measurements performed between 2001 and 2016 in the ablation zone of the Morteratsch glacier complex (Engadine, Switzerland). For a better understanding of the SMB variability and its causes, multiple linear regressions analyses are performed with temperature and precipitation series from nearby meteorological stations. Up to 85% of the observed SMB variance can be explained by the mean May–June–July temperature and the total precipitation from October to March. A new method is presented where the contribution of each month's individual temperature and precipitation to the SMB can be examined in a total sample of 224 (16.8 million) combinations. More than 90% of the observed SMB can be explained with particular combinations, in which the May–June–July temperature is the most recurrent, followed by October temperature. The role of precipitation is less pronounced, but autumn, winter and spring precipitation are always more important than summer precipitation. Our results indicate that the length of the ice ablation season is of larger importance than its intensity to explain year-to-year variations. The widely used June–July–August temperature index may not always be the best option to describe SMB variability through statistical correlation. ISSN:0022-1430 ISSN:1727-5652 Article in Journal/Newspaper Journal of Glaciology ETH Zürich Research Collection |
spellingShingle | energy balance glacier cover glacier mass balance glacier meteorology glacier monitoring Zekollari, Harry id_orcid:0 000-0002-7443-4034 Huybrechts, Philippe Statistical modelling of the surface mass-balance variability of the Morteratsch glacier, Switzerland: strong control of early melting season meteorological conditions |
title | Statistical modelling of the surface mass-balance variability of the Morteratsch glacier, Switzerland: strong control of early melting season meteorological conditions |
title_full | Statistical modelling of the surface mass-balance variability of the Morteratsch glacier, Switzerland: strong control of early melting season meteorological conditions |
title_fullStr | Statistical modelling of the surface mass-balance variability of the Morteratsch glacier, Switzerland: strong control of early melting season meteorological conditions |
title_full_unstemmed | Statistical modelling of the surface mass-balance variability of the Morteratsch glacier, Switzerland: strong control of early melting season meteorological conditions |
title_short | Statistical modelling of the surface mass-balance variability of the Morteratsch glacier, Switzerland: strong control of early melting season meteorological conditions |
title_sort | statistical modelling of the surface mass-balance variability of the morteratsch glacier, switzerland: strong control of early melting season meteorological conditions |
topic | energy balance glacier cover glacier mass balance glacier meteorology glacier monitoring |
topic_facet | energy balance glacier cover glacier mass balance glacier meteorology glacier monitoring |
url | https://hdl.handle.net/20.500.11850/254370 https://doi.org/10.3929/ethz-b-000254370 |