Snow sensitivity to temperature and precipitation change during compound cold–hot and wet–dry seasons in the Pyrenees

© Author(s) 2023. This work is distributed under the Creative Commons Attribution 4.0 License. The Mediterranean Basin has experienced one of the highest warming rates on earth during the last few decades, and climate projections predict water scarcity in the future. Mid-latitude Mediterranean mount...

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Main Authors: Bonsoms, Josep, López-Moreno, Juan I., Alonso-González, Esteban
Other Authors: Ministerio de Ciencia e Innovación (España), Agencia Estatal de Investigación (España), Ministerio de Ciencia, Innovación y Universidades (España), CSIC - Unidad de Recursos de Información Científica para la Investigación (URICI)
Format: Article in Journal/Newspaper
Language:English
Published: European Geosciences Union 2023
Subjects:
Online Access:http://hdl.handle.net/10261/346165
https://doi.org/10.5194/tc-17-1307-2023
https://doi.org/10.13039/501100011033
https://doi.org/10.13039/501100004837
id ftcsic:oai:digital.csic.es:10261/346165
record_format openpolar
spelling ftcsic:oai:digital.csic.es:10261/346165 2024-06-23T07:57:10+00:00 Snow sensitivity to temperature and precipitation change during compound cold–hot and wet–dry seasons in the Pyrenees Bonsoms, Josep López-Moreno, Juan I. Alonso-González, Esteban Ministerio de Ciencia e Innovación (España) Agencia Estatal de Investigación (España) Ministerio de Ciencia, Innovación y Universidades (España) CSIC - Unidad de Recursos de Información Científica para la Investigación (URICI) López-Moreno, Juan I. Alonso-González, Esteban 2023-03-21 application/pdf http://hdl.handle.net/10261/346165 https://doi.org/10.5194/tc-17-1307-2023 https://doi.org/10.13039/501100011033 https://doi.org/10.13039/501100004837 en eng European Geosciences Union #PLACEHOLDER_PARENT_METADATA_VALUE# info:eu-repo/grantAgreement/AEI//PRE2021-097046 info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/CGL2017-82216-R/ES/EL PAPEL DE LA NIEVE EN LA HIDROLOGIA DE LA PENINSULA IBERICA Y SU RESPUESTA A PROCESOS DE CAMBIO GLOBAL/ info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/PID2021-124220OB-I00/ES/PRESENTE Y FUTURO DE LOS MANTOS DE NIEVE MARGINALES Y SU INFLUENCIA HIDROLOGICA Y AMBIENTAL/ Publisher's version https://doi.org/10.5194/tc-17-1307-2023 Sí The Cryosphere 17(3): 1307-1326 (2023) http://hdl.handle.net/10261/346165 doi:10.5194/tc-17-1307-2023 1994-0424 http://dx.doi.org/10.13039/501100011033 http://dx.doi.org/10.13039/501100004837 open artículo http://purl.org/coar/resource_type/c_6501 2023 ftcsic https://doi.org/10.5194/tc-17-1307-202310.13039/50110001103310.13039/501100004837 2024-05-29T00:06:20Z © Author(s) 2023. This work is distributed under the Creative Commons Attribution 4.0 License. The Mediterranean Basin has experienced one of the highest warming rates on earth during the last few decades, and climate projections predict water scarcity in the future. Mid-latitude Mediterranean mountain areas, such as the Pyrenees, play a key role in the hydrological resources for the highly populated lowland areas. However, there are still large uncertainties about the impact of climate change on snowpack in the high mountain ranges of this region. Here, we perform a snow sensitivity to temperature and precipitation change analysis of the Pyrenean snowpack (1980–2019 period) using five key snow–climatological indicators. We analyzed snow sensitivity to temperature and precipitation during four different compound weather conditions (cold–dry (CD), cold–wet (CW), warm–dry (WD), and warm–wet (WW)) at low elevations (1500 m), mid elevations (1800 m), and high elevations (2400 m) in the Pyrenees. In particular, we forced a physically based energy and mass balance snow model (FSM2), with validation by ground-truth data, and applied this model to the entire range, with forcing of perturbed reanalysis climate data for the period 1980 to 2019 as the baseline. The FSM2 model results successfully reproduced the observed snow depth (HS) values (R2>0.8), with relative root mean square error and mean absolute error values less than 10 % of the observed HS values. Overall, the snow sensitivity to temperature and precipitation change decreased with elevation and increased towards the eastern Pyrenees. When the temperature increased progressively at 1 ∘C intervals, the largest seasonal HS decreases from the baseline were at +1 ∘C. A 10 % increase in precipitation counterbalanced the temperature increases (≤1 ∘C) at high elevations during the coldest months because temperature was far from the isothermal 0 ∘C conditions. The maximal seasonal HS and peak HS max reductions were during WW seasons, and the minimal reductions ... Article in Journal/Newspaper The Cryosphere Digital.CSIC (Spanish National Research Council)
institution Open Polar
collection Digital.CSIC (Spanish National Research Council)
op_collection_id ftcsic
language English
description © Author(s) 2023. This work is distributed under the Creative Commons Attribution 4.0 License. The Mediterranean Basin has experienced one of the highest warming rates on earth during the last few decades, and climate projections predict water scarcity in the future. Mid-latitude Mediterranean mountain areas, such as the Pyrenees, play a key role in the hydrological resources for the highly populated lowland areas. However, there are still large uncertainties about the impact of climate change on snowpack in the high mountain ranges of this region. Here, we perform a snow sensitivity to temperature and precipitation change analysis of the Pyrenean snowpack (1980–2019 period) using five key snow–climatological indicators. We analyzed snow sensitivity to temperature and precipitation during four different compound weather conditions (cold–dry (CD), cold–wet (CW), warm–dry (WD), and warm–wet (WW)) at low elevations (1500 m), mid elevations (1800 m), and high elevations (2400 m) in the Pyrenees. In particular, we forced a physically based energy and mass balance snow model (FSM2), with validation by ground-truth data, and applied this model to the entire range, with forcing of perturbed reanalysis climate data for the period 1980 to 2019 as the baseline. The FSM2 model results successfully reproduced the observed snow depth (HS) values (R2>0.8), with relative root mean square error and mean absolute error values less than 10 % of the observed HS values. Overall, the snow sensitivity to temperature and precipitation change decreased with elevation and increased towards the eastern Pyrenees. When the temperature increased progressively at 1 ∘C intervals, the largest seasonal HS decreases from the baseline were at +1 ∘C. A 10 % increase in precipitation counterbalanced the temperature increases (≤1 ∘C) at high elevations during the coldest months because temperature was far from the isothermal 0 ∘C conditions. The maximal seasonal HS and peak HS max reductions were during WW seasons, and the minimal reductions ...
author2 Ministerio de Ciencia e Innovación (España)
Agencia Estatal de Investigación (España)
Ministerio de Ciencia, Innovación y Universidades (España)
CSIC - Unidad de Recursos de Información Científica para la Investigación (URICI)
López-Moreno, Juan I.
Alonso-González, Esteban
format Article in Journal/Newspaper
author Bonsoms, Josep
López-Moreno, Juan I.
Alonso-González, Esteban
spellingShingle Bonsoms, Josep
López-Moreno, Juan I.
Alonso-González, Esteban
Snow sensitivity to temperature and precipitation change during compound cold–hot and wet–dry seasons in the Pyrenees
author_facet Bonsoms, Josep
López-Moreno, Juan I.
Alonso-González, Esteban
author_sort Bonsoms, Josep
title Snow sensitivity to temperature and precipitation change during compound cold–hot and wet–dry seasons in the Pyrenees
title_short Snow sensitivity to temperature and precipitation change during compound cold–hot and wet–dry seasons in the Pyrenees
title_full Snow sensitivity to temperature and precipitation change during compound cold–hot and wet–dry seasons in the Pyrenees
title_fullStr Snow sensitivity to temperature and precipitation change during compound cold–hot and wet–dry seasons in the Pyrenees
title_full_unstemmed Snow sensitivity to temperature and precipitation change during compound cold–hot and wet–dry seasons in the Pyrenees
title_sort snow sensitivity to temperature and precipitation change during compound cold–hot and wet–dry seasons in the pyrenees
publisher European Geosciences Union
publishDate 2023
url http://hdl.handle.net/10261/346165
https://doi.org/10.5194/tc-17-1307-2023
https://doi.org/10.13039/501100011033
https://doi.org/10.13039/501100004837
genre The Cryosphere
genre_facet The Cryosphere
op_relation #PLACEHOLDER_PARENT_METADATA_VALUE#
info:eu-repo/grantAgreement/AEI//PRE2021-097046
info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/CGL2017-82216-R/ES/EL PAPEL DE LA NIEVE EN LA HIDROLOGIA DE LA PENINSULA IBERICA Y SU RESPUESTA A PROCESOS DE CAMBIO GLOBAL/
info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/PID2021-124220OB-I00/ES/PRESENTE Y FUTURO DE LOS MANTOS DE NIEVE MARGINALES Y SU INFLUENCIA HIDROLOGICA Y AMBIENTAL/
Publisher's version
https://doi.org/10.5194/tc-17-1307-2023

The Cryosphere 17(3): 1307-1326 (2023)
http://hdl.handle.net/10261/346165
doi:10.5194/tc-17-1307-2023
1994-0424
http://dx.doi.org/10.13039/501100011033
http://dx.doi.org/10.13039/501100004837
op_rights open
op_doi https://doi.org/10.5194/tc-17-1307-202310.13039/50110001103310.13039/501100004837
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