Temporal trends in avalanche activity in the French Alps and subregions: from occurrences and runout altitudes to unsteady return periods

[Departement_IRSTEA]Eaux [TR1_IRSTEA]RIVAGE International audience We present an analysis of temporal trends in 55 000 avalanches recorded between 1946 and 2010 in the French Alps and two north/south subregions. First, Bayesian hierarchical modelling is used to isolate low-, intermediate- and high-f...

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Published in:Journal of Glaciology
Main Authors: Eckert, Nicolas, Keylock, C., Castebrunet, H., Lavigne, A., Naaim, Mohamed
Other Authors: Erosion torrentielle neige et avalanches (UR ETGR (ETNA)), Institut national de recherche en sciences et technologies pour l'environnement et l'agriculture (IRSTEA), 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 de Toulouse (UT)-Université de Toulouse (UT)-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 de Toulouse (UT)-Université de Toulouse (UT)-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), Mathématiques et Informatique Appliquées (MIA-Paris), Institut National de la Recherche Agronomique (INRA)-AgroParisTech, French Ministry of the Environment (Risk Division (DGPR), The British Council in India, French Ministere des Affaires Etrangeres et Europeennes, ANR-09-RISK-0007,MOPERA,MOdélisation Probabiliste pour l'Evaluation du Risque Avalanche(2009)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2013
Subjects:
Online Access:https://hal.science/hal-02055895
https://hal.science/hal-02055895/document
https://hal.science/hal-02055895/file/temporal-trends-in-avalanche-activity-in-the-french-alps-and-subregions-from-occurrences-and-runout-altitudes-to-unsteady-return-periods.pdf
https://doi.org/10.3189/2013JoG12J091
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institution Open Polar
collection Université Toulouse III - Paul Sabatier: HAL-UPS
op_collection_id ftutoulouse3hal
language English
topic [SDU.STU.ME]Sciences of the Universe [physics]/Earth Sciences/Meteorology
[SDU.STU.HY]Sciences of the Universe [physics]/Earth Sciences/Hydrology
[STAT.ME]Statistics [stat]/Methodology [stat.ME]
spellingShingle [SDU.STU.ME]Sciences of the Universe [physics]/Earth Sciences/Meteorology
[SDU.STU.HY]Sciences of the Universe [physics]/Earth Sciences/Hydrology
[STAT.ME]Statistics [stat]/Methodology [stat.ME]
Eckert, Nicolas
Keylock, C.
Castebrunet, H.
Lavigne, A.
Naaim, Mohamed
Temporal trends in avalanche activity in the French Alps and subregions: from occurrences and runout altitudes to unsteady return periods
topic_facet [SDU.STU.ME]Sciences of the Universe [physics]/Earth Sciences/Meteorology
[SDU.STU.HY]Sciences of the Universe [physics]/Earth Sciences/Hydrology
[STAT.ME]Statistics [stat]/Methodology [stat.ME]
description [Departement_IRSTEA]Eaux [TR1_IRSTEA]RIVAGE International audience We present an analysis of temporal trends in 55 000 avalanches recorded between 1946 and 2010 in the French Alps and two north/south subregions. First, Bayesian hierarchical modelling is used to isolate low-, intermediate- and high-frequency trends in the mean avalanche occurrence and runout altitude per year/winter. Variables are then combined to investigate their correlation and the recent evolution of large avalanches. Comparisons are also made to climatic and flow regime covariates. The results are important for risk assessment, and the development of new high-altitude climate proxies. At the entire French Alps scale, a major change-point exists in 1978 at the heart of a 10 year period of high occurrences and low runout altitudes corresponding to colder and snowier winters. The differences between this change-point and the beginning/end of the study period are 0.1 avalanche occurrences per winter and per path and 55 m in runout altitude. Trends before/after are well correlated, leading to enhanced minimal altitudes for large avalanches at this time. A marked upslope retreat (80 m for the 10 year return period runout altitude) accompanied by a 12% decrease in the proportion of powder snow avalanches has occurred since then, interrupted from about 2000. The snow-depth and temperature control on these patterns seems significant (R = 0.4–0.6), but is stronger at high frequencies for occurrences, and at lower frequencies for runout altitudes. Occurrences between the northern and southern French Alps are partially coupled (R 0.4, higher at low frequencies). In the north, the main change-point was an earlier shift in 1977, and winter snow depth seems to be the main controlparameter. In the south, the main change-point occurred later, 1979–84, was more gradual, and trends are more strongly correlated with winter temperature.
author2 Erosion torrentielle neige et avalanches (UR ETGR (ETNA))
Institut national de recherche en sciences et technologies pour l'environnement et l'agriculture (IRSTEA)
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 de Toulouse (UT)-Université de Toulouse (UT)-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 de Toulouse (UT)-Université de Toulouse (UT)-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)
Mathématiques et Informatique Appliquées (MIA-Paris)
Institut National de la Recherche Agronomique (INRA)-AgroParisTech
French Ministry of the Environment (Risk Division (DGPR)
The British Council in India
French Ministere des Affaires Etrangeres et Europeennes
ANR-09-RISK-0007,MOPERA,MOdélisation Probabiliste pour l'Evaluation du Risque Avalanche(2009)
format Article in Journal/Newspaper
author Eckert, Nicolas
Keylock, C.
Castebrunet, H.
Lavigne, A.
Naaim, Mohamed
author_facet Eckert, Nicolas
Keylock, C.
Castebrunet, H.
Lavigne, A.
Naaim, Mohamed
author_sort Eckert, Nicolas
title Temporal trends in avalanche activity in the French Alps and subregions: from occurrences and runout altitudes to unsteady return periods
title_short Temporal trends in avalanche activity in the French Alps and subregions: from occurrences and runout altitudes to unsteady return periods
title_full Temporal trends in avalanche activity in the French Alps and subregions: from occurrences and runout altitudes to unsteady return periods
title_fullStr Temporal trends in avalanche activity in the French Alps and subregions: from occurrences and runout altitudes to unsteady return periods
title_full_unstemmed Temporal trends in avalanche activity in the French Alps and subregions: from occurrences and runout altitudes to unsteady return periods
title_sort temporal trends in avalanche activity in the french alps and subregions: from occurrences and runout altitudes to unsteady return periods
publisher HAL CCSD
publishDate 2013
url https://hal.science/hal-02055895
https://hal.science/hal-02055895/document
https://hal.science/hal-02055895/file/temporal-trends-in-avalanche-activity-in-the-french-alps-and-subregions-from-occurrences-and-runout-altitudes-to-unsteady-return-periods.pdf
https://doi.org/10.3189/2013JoG12J091
genre Journal of Glaciology
genre_facet Journal of Glaciology
op_source ISSN: 0022-1430
EISSN: 1727-5652
Journal of Glaciology
https://hal.science/hal-02055895
Journal of Glaciology, 2013, 59 (213), pp.93-114. ⟨10.3189/2013JoG12J091⟩
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doi:10.3189/2013JoG12J091
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WOS: 000316373500011
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spelling ftutoulouse3hal:oai:HAL:hal-02055895v1 2024-04-14T08:14:09+00:00 Temporal trends in avalanche activity in the French Alps and subregions: from occurrences and runout altitudes to unsteady return periods Eckert, Nicolas Keylock, C. Castebrunet, H. Lavigne, A. Naaim, Mohamed Erosion torrentielle neige et avalanches (UR ETGR (ETNA)) Institut national de recherche en sciences et technologies pour l'environnement et l'agriculture (IRSTEA) 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 de Toulouse (UT)-Université de Toulouse (UT)-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 de Toulouse (UT)-Université de Toulouse (UT)-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) Mathématiques et Informatique Appliquées (MIA-Paris) Institut National de la Recherche Agronomique (INRA)-AgroParisTech French Ministry of the Environment (Risk Division (DGPR) The British Council in India French Ministere des Affaires Etrangeres et Europeennes ANR-09-RISK-0007,MOPERA,MOdélisation Probabiliste pour l'Evaluation du Risque Avalanche(2009) 2013 https://hal.science/hal-02055895 https://hal.science/hal-02055895/document https://hal.science/hal-02055895/file/temporal-trends-in-avalanche-activity-in-the-french-alps-and-subregions-from-occurrences-and-runout-altitudes-to-unsteady-return-periods.pdf https://doi.org/10.3189/2013JoG12J091 en eng HAL CCSD International Glaciological Society info:eu-repo/semantics/altIdentifier/doi/10.3189/2013JoG12J091 hal-02055895 https://hal.science/hal-02055895 https://hal.science/hal-02055895/document https://hal.science/hal-02055895/file/temporal-trends-in-avalanche-activity-in-the-french-alps-and-subregions-from-occurrences-and-runout-altitudes-to-unsteady-return-periods.pdf doi:10.3189/2013JoG12J091 PRODINRA: 211471 WOS: 000316373500011 http://creativecommons.org/licenses/by-nc-nd/ info:eu-repo/semantics/OpenAccess ISSN: 0022-1430 EISSN: 1727-5652 Journal of Glaciology https://hal.science/hal-02055895 Journal of Glaciology, 2013, 59 (213), pp.93-114. ⟨10.3189/2013JoG12J091⟩ [SDU.STU.ME]Sciences of the Universe [physics]/Earth Sciences/Meteorology [SDU.STU.HY]Sciences of the Universe [physics]/Earth Sciences/Hydrology [STAT.ME]Statistics [stat]/Methodology [stat.ME] info:eu-repo/semantics/article Journal articles 2013 ftutoulouse3hal https://doi.org/10.3189/2013JoG12J091 2024-03-21T17:09:10Z [Departement_IRSTEA]Eaux [TR1_IRSTEA]RIVAGE International audience We present an analysis of temporal trends in 55 000 avalanches recorded between 1946 and 2010 in the French Alps and two north/south subregions. First, Bayesian hierarchical modelling is used to isolate low-, intermediate- and high-frequency trends in the mean avalanche occurrence and runout altitude per year/winter. Variables are then combined to investigate their correlation and the recent evolution of large avalanches. Comparisons are also made to climatic and flow regime covariates. The results are important for risk assessment, and the development of new high-altitude climate proxies. At the entire French Alps scale, a major change-point exists in 1978 at the heart of a 10 year period of high occurrences and low runout altitudes corresponding to colder and snowier winters. The differences between this change-point and the beginning/end of the study period are 0.1 avalanche occurrences per winter and per path and 55 m in runout altitude. Trends before/after are well correlated, leading to enhanced minimal altitudes for large avalanches at this time. A marked upslope retreat (80 m for the 10 year return period runout altitude) accompanied by a 12% decrease in the proportion of powder snow avalanches has occurred since then, interrupted from about 2000. The snow-depth and temperature control on these patterns seems significant (R = 0.4–0.6), but is stronger at high frequencies for occurrences, and at lower frequencies for runout altitudes. Occurrences between the northern and southern French Alps are partially coupled (R 0.4, higher at low frequencies). In the north, the main change-point was an earlier shift in 1977, and winter snow depth seems to be the main controlparameter. In the south, the main change-point occurred later, 1979–84, was more gradual, and trends are more strongly correlated with winter temperature. Article in Journal/Newspaper Journal of Glaciology Université Toulouse III - Paul Sabatier: HAL-UPS Journal of Glaciology 59 213 93 114