Determination of snowmaking efficiency on a ski slope from observations and modelling of snowmaking events and seasonal snow accumulation

[Departement_IRSTEA]Territoires [Departement_IRSTEA]Eaux [TR1_IRSTEA]DTAM [Axe_IRSTEA]DTAM-QT2-ADAPTATION [TR2_IRSTEA]RIVAGE International audience The production of Machine Made (MM) snow isnow generalized in ski resorts and represents the most common method of adaptation for mitigating the impact...

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Published in:The Cryosphere
Main Authors: Spandre, Pierre, François, Hugues, Thibert, Emmanuel, Morin, Samuel, George-Marcelpoil, Emmanuelle
Other Authors: Développement des territoires montagnards (UR DTGR), Institut national de recherche en sciences et technologies pour l'environnement et l'agriculture (IRSTEA), Erosion torrentielle neige et avalanches (UR ETGR (ETNA)), Centre national de recherches météorologiques (CNRM), Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP), Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France -Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France -Centre National de la Recherche Scientifique (CNRS), Region Rhones-Alpes through ARC Environment, "Eau, Neige et Glace" foundation, French National Research Agency (ANR) : ANR10LABX56, SO/SOERE GLACIOCLIM, IGE, IRSTEA, CNRM/CEN
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2017
Subjects:
Online Access:https://hal.science/hal-01739566
https://hal.science/hal-01739566/document
https://hal.science/hal-01739566/file/gr2017-pub00054946.pdf
https://doi.org/10.5194/tc-11-891-2017
id ftunivnantes:oai:HAL:hal-01739566v1
record_format openpolar
institution Open Polar
collection Université de Nantes: HAL-UNIV-NANTES
op_collection_id ftunivnantes
language English
topic efficiency
ACCUMULATION DE NEIGE
EFFICACITE
NEIGE DE CULTURE
[SDE]Environmental Sciences
spellingShingle efficiency
ACCUMULATION DE NEIGE
EFFICACITE
NEIGE DE CULTURE
[SDE]Environmental Sciences
Spandre, Pierre
François, Hugues
Thibert, Emmanuel
Morin, Samuel
George-Marcelpoil, Emmanuelle
Determination of snowmaking efficiency on a ski slope from observations and modelling of snowmaking events and seasonal snow accumulation
topic_facet efficiency
ACCUMULATION DE NEIGE
EFFICACITE
NEIGE DE CULTURE
[SDE]Environmental Sciences
description [Departement_IRSTEA]Territoires [Departement_IRSTEA]Eaux [TR1_IRSTEA]DTAM [Axe_IRSTEA]DTAM-QT2-ADAPTATION [TR2_IRSTEA]RIVAGE International audience The production of Machine Made (MM) snow isnow generalized in ski resorts and represents the most common method of adaptation for mitigating the impact of a lack of snow on skiing. Most investigations of correlations between snow conditions and the ski industry’s economy focuson the production of MM snow though not one of thesehas taken into account the efficiency of the snowmaking process. The present study consists of observations of snow conditions (depth and mass) using a Differential GPS methodand snow density coring, following snowmaking events andseasonal snow accumulation in Les Deux Alpes ski resort(French Alps). A detailed physically based snowpack modelaccounting for grooming and snowmaking was used to compute the seasonal evolution of the snowpack and compared to the observations. Our results show that approximately 30% of the water mass can be recovered as MM snow within 10m from the center of aMMsnow pile after production and 50% within 20 m. Observations and simulations on the ski slope were relatively consistent with 60% (10 %) of the water mass used for snowmaking within the limits of the ski slope. Losses due to thermodynamic effects were estimated in the current case example to be less than 10% of the total water mass. These results suggest that even in ideal conditions for production a significant fraction of the water used for snowmaking can not be found as MM snow within the limits of the ski slope with most of the missing fraction of water. This is due to site dependent characteristics (e.g. meteorological conditions, topography).
author2 Développement des territoires montagnards (UR DTGR)
Institut national de recherche en sciences et technologies pour l'environnement et l'agriculture (IRSTEA)
Erosion torrentielle neige et avalanches (UR ETGR (ETNA))
Centre national de recherches météorologiques (CNRM)
Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP)
Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3)
Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France -Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3)
Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France -Centre National de la Recherche Scientifique (CNRS)
Region Rhones-Alpes through ARC Environment
"Eau, Neige et Glace" foundation
French National Research Agency (ANR) : ANR10LABX56
SO/SOERE GLACIOCLIM
IGE
IRSTEA
CNRM/CEN
format Article in Journal/Newspaper
author Spandre, Pierre
François, Hugues
Thibert, Emmanuel
Morin, Samuel
George-Marcelpoil, Emmanuelle
author_facet Spandre, Pierre
François, Hugues
Thibert, Emmanuel
Morin, Samuel
George-Marcelpoil, Emmanuelle
author_sort Spandre, Pierre
title Determination of snowmaking efficiency on a ski slope from observations and modelling of snowmaking events and seasonal snow accumulation
title_short Determination of snowmaking efficiency on a ski slope from observations and modelling of snowmaking events and seasonal snow accumulation
title_full Determination of snowmaking efficiency on a ski slope from observations and modelling of snowmaking events and seasonal snow accumulation
title_fullStr Determination of snowmaking efficiency on a ski slope from observations and modelling of snowmaking events and seasonal snow accumulation
title_full_unstemmed Determination of snowmaking efficiency on a ski slope from observations and modelling of snowmaking events and seasonal snow accumulation
title_sort determination of snowmaking efficiency on a ski slope from observations and modelling of snowmaking events and seasonal snow accumulation
publisher HAL CCSD
publishDate 2017
url https://hal.science/hal-01739566
https://hal.science/hal-01739566/document
https://hal.science/hal-01739566/file/gr2017-pub00054946.pdf
https://doi.org/10.5194/tc-11-891-2017
genre The Cryosphere
genre_facet The Cryosphere
op_source ISSN: 1994-0424
EISSN: 1994-0416
The Cryosphere
https://hal.science/hal-01739566
The Cryosphere, 2017, 11 (2), pp.891-909. ⟨10.5194/tc-11-891-2017⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.5194/tc-11-891-2017
hal-01739566
https://hal.science/hal-01739566
https://hal.science/hal-01739566/document
https://hal.science/hal-01739566/file/gr2017-pub00054946.pdf
doi:10.5194/tc-11-891-2017
IRSTEA: PUB00054946
WOS: 000399313500001
op_rights info:eu-repo/semantics/OpenAccess
op_doi https://doi.org/10.5194/tc-11-891-2017
container_title The Cryosphere
container_volume 11
container_issue 2
container_start_page 891
op_container_end_page 909
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spelling ftunivnantes:oai:HAL:hal-01739566v1 2023-05-15T18:32:13+02:00 Determination of snowmaking efficiency on a ski slope from observations and modelling of snowmaking events and seasonal snow accumulation Détermination de l'efficacité de la production de neige de culture par l'observation de sessions de production et l'accumulation saisonnière de neige Spandre, Pierre François, Hugues Thibert, Emmanuel Morin, Samuel George-Marcelpoil, Emmanuelle Développement des territoires montagnards (UR DTGR) Institut national de recherche en sciences et technologies pour l'environnement et l'agriculture (IRSTEA) Erosion torrentielle neige et avalanches (UR ETGR (ETNA)) Centre national de recherches météorologiques (CNRM) Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP) Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3) Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France -Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3) Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France -Centre National de la Recherche Scientifique (CNRS) Region Rhones-Alpes through ARC Environment "Eau, Neige et Glace" foundation French National Research Agency (ANR) : ANR10LABX56 SO/SOERE GLACIOCLIM IGE IRSTEA CNRM/CEN 2017-04-07 https://hal.science/hal-01739566 https://hal.science/hal-01739566/document https://hal.science/hal-01739566/file/gr2017-pub00054946.pdf https://doi.org/10.5194/tc-11-891-2017 en eng HAL CCSD Copernicus info:eu-repo/semantics/altIdentifier/doi/10.5194/tc-11-891-2017 hal-01739566 https://hal.science/hal-01739566 https://hal.science/hal-01739566/document https://hal.science/hal-01739566/file/gr2017-pub00054946.pdf doi:10.5194/tc-11-891-2017 IRSTEA: PUB00054946 WOS: 000399313500001 info:eu-repo/semantics/OpenAccess ISSN: 1994-0424 EISSN: 1994-0416 The Cryosphere https://hal.science/hal-01739566 The Cryosphere, 2017, 11 (2), pp.891-909. ⟨10.5194/tc-11-891-2017⟩ efficiency ACCUMULATION DE NEIGE EFFICACITE NEIGE DE CULTURE [SDE]Environmental Sciences info:eu-repo/semantics/article Journal articles 2017 ftunivnantes https://doi.org/10.5194/tc-11-891-2017 2023-02-22T09:13:54Z [Departement_IRSTEA]Territoires [Departement_IRSTEA]Eaux [TR1_IRSTEA]DTAM [Axe_IRSTEA]DTAM-QT2-ADAPTATION [TR2_IRSTEA]RIVAGE International audience The production of Machine Made (MM) snow isnow generalized in ski resorts and represents the most common method of adaptation for mitigating the impact of a lack of snow on skiing. Most investigations of correlations between snow conditions and the ski industry’s economy focuson the production of MM snow though not one of thesehas taken into account the efficiency of the snowmaking process. The present study consists of observations of snow conditions (depth and mass) using a Differential GPS methodand snow density coring, following snowmaking events andseasonal snow accumulation in Les Deux Alpes ski resort(French Alps). A detailed physically based snowpack modelaccounting for grooming and snowmaking was used to compute the seasonal evolution of the snowpack and compared to the observations. Our results show that approximately 30% of the water mass can be recovered as MM snow within 10m from the center of aMMsnow pile after production and 50% within 20 m. Observations and simulations on the ski slope were relatively consistent with 60% (10 %) of the water mass used for snowmaking within the limits of the ski slope. Losses due to thermodynamic effects were estimated in the current case example to be less than 10% of the total water mass. These results suggest that even in ideal conditions for production a significant fraction of the water used for snowmaking can not be found as MM snow within the limits of the ski slope with most of the missing fraction of water. This is due to site dependent characteristics (e.g. meteorological conditions, topography). Article in Journal/Newspaper The Cryosphere Université de Nantes: HAL-UNIV-NANTES The Cryosphere 11 2 891 909