Temporal trends in avalanche activity in the French Alps and subregions: from occurrences and runout altitudes to unsteady return periods
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 occurr...
Published in: | Journal of Glaciology |
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Main Authors: | , , , , |
Other Authors: | , , , , , , , , , |
Format: | Article in Journal/Newspaper |
Language: | English |
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HAL CCSD
2013
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Subjects: | |
Online Access: | https://hal.archives-ouvertes.fr/hal-02055895 https://hal.archives-ouvertes.fr/hal-02055895/document https://hal.archives-ouvertes.fr/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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Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) |
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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 |
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) Groupe d'étude de l'atmosphère météorologique (CNRM-GAME) Institut national des sciences de l'Univers (INSU - CNRS)-Météo France-Centre National de la Recherche Scientifique (CNRS) Mathématiques et Informatique Appliquées (MIA-Paris) AgroParisTech-Institut National de la Recherche Agronomique (INRA) 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.archives-ouvertes.fr/hal-02055895 https://hal.archives-ouvertes.fr/hal-02055895/document https://hal.archives-ouvertes.fr/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 Journal of Glaciology https://hal.archives-ouvertes.fr/hal-02055895 Journal of Glaciology, International Glaciological Society, 2013, 59 (213), pp.93-114. ⟨10.3189/2013JoG12J091⟩ |
op_relation |
info:eu-repo/semantics/altIdentifier/doi/10.3189/2013JoG12J091 hal-02055895 https://hal.archives-ouvertes.fr/hal-02055895 https://hal.archives-ouvertes.fr/hal-02055895/document https://hal.archives-ouvertes.fr/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 |
op_rights |
http://creativecommons.org/licenses/by-nc-nd/ info:eu-repo/semantics/OpenAccess |
op_rightsnorm |
CC-BY-NC-ND |
op_doi |
https://doi.org/10.3189/2013JoG12J091 |
container_title |
Journal of Glaciology |
container_volume |
59 |
container_issue |
213 |
container_start_page |
93 |
op_container_end_page |
114 |
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1766049074541232128 |
spelling |
ftccsdartic:oai:HAL:hal-02055895v1 2023-05-15T16:57:31+02:00 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) Groupe d'étude de l'atmosphère météorologique (CNRM-GAME) Institut national des sciences de l'Univers (INSU - CNRS)-Météo France-Centre National de la Recherche Scientifique (CNRS) Mathématiques et Informatique Appliquées (MIA-Paris) AgroParisTech-Institut National de la Recherche Agronomique (INRA) 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.archives-ouvertes.fr/hal-02055895 https://hal.archives-ouvertes.fr/hal-02055895/document https://hal.archives-ouvertes.fr/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.archives-ouvertes.fr/hal-02055895 https://hal.archives-ouvertes.fr/hal-02055895/document https://hal.archives-ouvertes.fr/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 CC-BY-NC-ND ISSN: 0022-1430 Journal of Glaciology https://hal.archives-ouvertes.fr/hal-02055895 Journal of Glaciology, International Glaciological Society, 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 ftccsdartic https://doi.org/10.3189/2013JoG12J091 2021-11-27T23:27:12Z 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 Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) Journal of Glaciology 59 213 93 114 |