Articles | Volume 10, issue 4
https://doi.org/10.5194/tc-10-1571-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/tc-10-1571-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Snowpack modelling in the Pyrenees driven by kilometric-resolution meteorological forecasts
Météo France/CNRS, CNRM UMR3589, CEN, St. Martin d'Hères, France
Vincent Vionnet
Météo France/CNRS, CNRM UMR3589, CEN, St. Martin d'Hères, France
Ingrid Dombrowski-Etchevers
Météo France/CNRS, CNRM UMR3589, Toulouse, France
Matthieu Lafaysse
Météo France/CNRS, CNRM UMR3589, CEN, St. Martin d'Hères, France
Marie Dumont
Météo France/CNRS, CNRM UMR3589, CEN, St. Martin d'Hères, France
Fatima Karbou
Météo France/CNRS, CNRM UMR3589, CEN, St. Martin d'Hères, France
Viewed
Total article views: 3,593 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 04 Feb 2016)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
2,070 | 1,387 | 136 | 3,593 | 197 | 174 |
- HTML: 2,070
- PDF: 1,387
- XML: 136
- Total: 3,593
- BibTeX: 197
- EndNote: 174
Total article views: 2,908 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 22 Jul 2016)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
1,670 | 1,105 | 133 | 2,908 | 190 | 172 |
- HTML: 1,670
- PDF: 1,105
- XML: 133
- Total: 2,908
- BibTeX: 190
- EndNote: 172
Total article views: 685 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 04 Feb 2016)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
400 | 282 | 3 | 685 | 7 | 2 |
- HTML: 400
- PDF: 282
- XML: 3
- Total: 685
- BibTeX: 7
- EndNote: 2
Cited
42 citations as recorded by crossref.
- Modeling spatially distributed snow instability at a regional scale using Alpine3D B. Richter et al. 10.1017/jog.2021.61
- A large-scale validation of snowpack simulations in support of avalanche forecasting focusing on critical layers F. Herla et al. 10.5194/nhess-24-2727-2024
- A non-stationary extreme-value approach for climate projection ensembles: application to snow loads in the French Alps E. Le Roux et al. 10.5194/esd-13-1059-2022
- A particle filter scheme for multivariate data assimilation into a point-scale snowpack model in an Alpine environment G. Piazzi et al. 10.5194/tc-12-2287-2018
- Propagating information from snow observations with CrocO ensemble data assimilation system: a 10-years case study over a snow depth observation network B. Cluzet et al. 10.5194/tc-16-1281-2022
- A random forest model to assess snow instability from simulated snow stratigraphy S. Mayer et al. 10.5194/tc-16-4593-2022
- Snow cover prediction in the Italian central Apennines using weather forecast and land surface numerical models E. Raparelli et al. 10.5194/tc-17-519-2023
- Assimilation of passive microwave AMSR-2 satellite observations in a snowpack evolution model over northeastern Canada F. Larue et al. 10.5194/hess-22-5711-2018
- Improving the Spatial Distribution of Snow Cover Simulations by Assimilation of Satellite Stereoscopic Imagery C. Deschamps‐Berger et al. 10.1029/2021WR030271
- A two-fold deep-learning strategy to correct and downscale winds over mountains L. Le Toumelin et al. 10.5194/npg-31-75-2024
- Forecasting and modelling ice layer formation on the snowpack due to freezing precipitation in the Pyrenees L. Quéno et al. 10.1016/j.coldregions.2017.11.007
- Daily gridded datasets of snow depth and snow water equivalent for the Iberian Peninsula from 1980 to 2014 E. Alonso-González et al. 10.5194/essd-10-303-2018
- Forcing the SURFEX/Crocus snow model with combined hourly meteorological forecasts and gridded observations in southern Norway H. Luijting et al. 10.5194/tc-12-2123-2018
- Towards the assimilation of satellite reflectance into semi-distributed ensemble snowpack simulations B. Cluzet et al. 10.1016/j.coldregions.2019.102918
- Simulation of snow accumulation and melting in the Kama river basin using data from global prognostic models S. Pyankov et al. 10.15356/2076-6734-2019-4-423
- Comparison of snow water equivalent estimates calculated by SnoWE and ICON models on the example of the Kama river basin A. Shikhov et al. 10.1051/e3sconf/202016301011
- Numerical Weather Forecasts at Kilometer Scale in the French Alps: Evaluation and Application for Snowpack Modeling V. Vionnet et al. 10.1175/JHM-D-15-0241.1
- Multi-scale snowdrift-permitting modelling of mountain snowpack V. Vionnet et al. 10.5194/tc-15-743-2021
- Precipitation Analysis over the French Alps Using a Variational Approach and Study of Potential Added Value of Ground-Based Radar Observations C. Birman et al. 10.1175/JHM-D-16-0144.1
- Using snow depth observations to provide insight into the quality of snowpack simulations for regional-scale avalanche forecasting S. Horton & P. Haegeli 10.5194/tc-16-3393-2022
- In-situ Temperature Stations Elucidate Species’ Phenological Responses to Climate in the Alps, but Meteorological and Snow Reanalysis Facilitates Broad Scale and Long-Term Studies I. Laigle et al. 10.3389/feart.2022.912048
- Snow hydrology in Mediterranean mountain regions: A review A. Fayad et al. 10.1016/j.jhydrol.2017.05.063
- HIM-STRAT: a neural network-based model for snow cover simulation and avalanche hazard prediction over North-West Himalaya J. Joshi et al. 10.1007/s11069-020-04032-6
- The S2M meteorological and snow cover reanalysis over the French mountainous areas: description and evaluation (1958–2021) M. Vernay et al. 10.5194/essd-14-1707-2022
- Multi-physics ensemble snow modelling in the western Himalaya D. Pritchard et al. 10.5194/tc-14-1225-2020
- Mass balance and hydrological modeling of the Hardangerjøkulen ice cap in south-central Norway T. Eidhammer et al. 10.5194/hess-25-4275-2021
- Assessment of Uncertainty Sources in Snow Cover Simulation in the Tibetan Plateau Y. Jiang et al. 10.1029/2020JD032674
- A GIS-based modeling of snow accumulation and melt processes in the Votkinsk reservoir basin S. Pyankov et al. 10.1007/s11442-018-1469-x
- Elevation-dependent trends in extreme snowfall in the French Alps from 1959 to 2019 E. Le Roux et al. 10.5194/tc-15-4335-2021
- Describing Snow Instability by Failure Initiation, Crack Propagation, and Slab Tensile Support B. Reuter & J. Schweizer 10.1029/2018GL078069
- Sub-kilometer Precipitation Datasets for Snowpack and Glacier Modeling in Alpine Terrain V. Vionnet et al. 10.3389/feart.2019.00182
- Satellite-derived products of solar and longwave irradiances used for snowpack modelling in mountainous terrain L. Quéno et al. 10.5194/hess-24-2083-2020
- Combining circulation weather types and daily precipitation modelling to derive climatic precipitation regions in the Pyrenees M. Lemus-Canovas et al. 10.1016/j.atmosres.2019.01.018
- Multi-Criteria Evaluation of Snowpack Simulations in Complex Alpine Terrain Using Satellite and In Situ Observations J. Revuelto et al. 10.3390/rs10081171
- Non-stationary extreme value analysis of ground snow loads in the French Alps: a comparison with building standards E. Le Roux et al. 10.5194/nhess-20-2961-2020
- Estimation of Snow Water Equivalent in Semiarid Zone from Data of Global Numerical Models ICON and GFS/NCEP (Case Study of the Selenga River Basin) A. Shikhov et al. 10.31857/S2076673423020151
- On forecasting wet-snow avalanche activity using simulated snow cover data S. Bellaire et al. 10.1016/j.coldregions.2017.09.013
- Estimation of Spatial Snowpack Properties in a Snow-Avalanche Release Area: An Extreme Case on Mt. Nodanishoji, Japan, in 2021 Y. Katsuyama et al. 10.20965/jdr.2023.p0895
- Snow climatology for the mountains in the Iberian Peninsula using satellite imagery and simulations with dynamically downscaled reanalysis data E. Alonso‐González et al. 10.1002/joc.6223
- Snow Level From Post‐Processing of Atmospheric Model Improves Snowfall Estimate and Snowpack Prediction in Mountains V. Vionnet et al. 10.1029/2021WR031778
- Snow redistribution in an intermediate-complexity snow hydrology modelling framework L. Quéno et al. 10.5194/tc-18-3533-2024
- Analyzing the sensitivity of a blowing snow model (SnowPappus) to precipitation forcing, blowing snow, and spatial resolution A. Haddjeri et al. 10.5194/tc-18-3081-2024
42 citations as recorded by crossref.
- Modeling spatially distributed snow instability at a regional scale using Alpine3D B. Richter et al. 10.1017/jog.2021.61
- A large-scale validation of snowpack simulations in support of avalanche forecasting focusing on critical layers F. Herla et al. 10.5194/nhess-24-2727-2024
- A non-stationary extreme-value approach for climate projection ensembles: application to snow loads in the French Alps E. Le Roux et al. 10.5194/esd-13-1059-2022
- A particle filter scheme for multivariate data assimilation into a point-scale snowpack model in an Alpine environment G. Piazzi et al. 10.5194/tc-12-2287-2018
- Propagating information from snow observations with CrocO ensemble data assimilation system: a 10-years case study over a snow depth observation network B. Cluzet et al. 10.5194/tc-16-1281-2022
- A random forest model to assess snow instability from simulated snow stratigraphy S. Mayer et al. 10.5194/tc-16-4593-2022
- Snow cover prediction in the Italian central Apennines using weather forecast and land surface numerical models E. Raparelli et al. 10.5194/tc-17-519-2023
- Assimilation of passive microwave AMSR-2 satellite observations in a snowpack evolution model over northeastern Canada F. Larue et al. 10.5194/hess-22-5711-2018
- Improving the Spatial Distribution of Snow Cover Simulations by Assimilation of Satellite Stereoscopic Imagery C. Deschamps‐Berger et al. 10.1029/2021WR030271
- A two-fold deep-learning strategy to correct and downscale winds over mountains L. Le Toumelin et al. 10.5194/npg-31-75-2024
- Forecasting and modelling ice layer formation on the snowpack due to freezing precipitation in the Pyrenees L. Quéno et al. 10.1016/j.coldregions.2017.11.007
- Daily gridded datasets of snow depth and snow water equivalent for the Iberian Peninsula from 1980 to 2014 E. Alonso-González et al. 10.5194/essd-10-303-2018
- Forcing the SURFEX/Crocus snow model with combined hourly meteorological forecasts and gridded observations in southern Norway H. Luijting et al. 10.5194/tc-12-2123-2018
- Towards the assimilation of satellite reflectance into semi-distributed ensemble snowpack simulations B. Cluzet et al. 10.1016/j.coldregions.2019.102918
- Simulation of snow accumulation and melting in the Kama river basin using data from global prognostic models S. Pyankov et al. 10.15356/2076-6734-2019-4-423
- Comparison of snow water equivalent estimates calculated by SnoWE and ICON models on the example of the Kama river basin A. Shikhov et al. 10.1051/e3sconf/202016301011
- Numerical Weather Forecasts at Kilometer Scale in the French Alps: Evaluation and Application for Snowpack Modeling V. Vionnet et al. 10.1175/JHM-D-15-0241.1
- Multi-scale snowdrift-permitting modelling of mountain snowpack V. Vionnet et al. 10.5194/tc-15-743-2021
- Precipitation Analysis over the French Alps Using a Variational Approach and Study of Potential Added Value of Ground-Based Radar Observations C. Birman et al. 10.1175/JHM-D-16-0144.1
- Using snow depth observations to provide insight into the quality of snowpack simulations for regional-scale avalanche forecasting S. Horton & P. Haegeli 10.5194/tc-16-3393-2022
- In-situ Temperature Stations Elucidate Species’ Phenological Responses to Climate in the Alps, but Meteorological and Snow Reanalysis Facilitates Broad Scale and Long-Term Studies I. Laigle et al. 10.3389/feart.2022.912048
- Snow hydrology in Mediterranean mountain regions: A review A. Fayad et al. 10.1016/j.jhydrol.2017.05.063
- HIM-STRAT: a neural network-based model for snow cover simulation and avalanche hazard prediction over North-West Himalaya J. Joshi et al. 10.1007/s11069-020-04032-6
- The S2M meteorological and snow cover reanalysis over the French mountainous areas: description and evaluation (1958–2021) M. Vernay et al. 10.5194/essd-14-1707-2022
- Multi-physics ensemble snow modelling in the western Himalaya D. Pritchard et al. 10.5194/tc-14-1225-2020
- Mass balance and hydrological modeling of the Hardangerjøkulen ice cap in south-central Norway T. Eidhammer et al. 10.5194/hess-25-4275-2021
- Assessment of Uncertainty Sources in Snow Cover Simulation in the Tibetan Plateau Y. Jiang et al. 10.1029/2020JD032674
- A GIS-based modeling of snow accumulation and melt processes in the Votkinsk reservoir basin S. Pyankov et al. 10.1007/s11442-018-1469-x
- Elevation-dependent trends in extreme snowfall in the French Alps from 1959 to 2019 E. Le Roux et al. 10.5194/tc-15-4335-2021
- Describing Snow Instability by Failure Initiation, Crack Propagation, and Slab Tensile Support B. Reuter & J. Schweizer 10.1029/2018GL078069
- Sub-kilometer Precipitation Datasets for Snowpack and Glacier Modeling in Alpine Terrain V. Vionnet et al. 10.3389/feart.2019.00182
- Satellite-derived products of solar and longwave irradiances used for snowpack modelling in mountainous terrain L. Quéno et al. 10.5194/hess-24-2083-2020
- Combining circulation weather types and daily precipitation modelling to derive climatic precipitation regions in the Pyrenees M. Lemus-Canovas et al. 10.1016/j.atmosres.2019.01.018
- Multi-Criteria Evaluation of Snowpack Simulations in Complex Alpine Terrain Using Satellite and In Situ Observations J. Revuelto et al. 10.3390/rs10081171
- Non-stationary extreme value analysis of ground snow loads in the French Alps: a comparison with building standards E. Le Roux et al. 10.5194/nhess-20-2961-2020
- Estimation of Snow Water Equivalent in Semiarid Zone from Data of Global Numerical Models ICON and GFS/NCEP (Case Study of the Selenga River Basin) A. Shikhov et al. 10.31857/S2076673423020151
- On forecasting wet-snow avalanche activity using simulated snow cover data S. Bellaire et al. 10.1016/j.coldregions.2017.09.013
- Estimation of Spatial Snowpack Properties in a Snow-Avalanche Release Area: An Extreme Case on Mt. Nodanishoji, Japan, in 2021 Y. Katsuyama et al. 10.20965/jdr.2023.p0895
- Snow climatology for the mountains in the Iberian Peninsula using satellite imagery and simulations with dynamically downscaled reanalysis data E. Alonso‐González et al. 10.1002/joc.6223
- Snow Level From Post‐Processing of Atmospheric Model Improves Snowfall Estimate and Snowpack Prediction in Mountains V. Vionnet et al. 10.1029/2021WR031778
- Snow redistribution in an intermediate-complexity snow hydrology modelling framework L. Quéno et al. 10.5194/tc-18-3533-2024
- Analyzing the sensitivity of a blowing snow model (SnowPappus) to precipitation forcing, blowing snow, and spatial resolution A. Haddjeri et al. 10.5194/tc-18-3081-2024
Saved (preprint)
Latest update: 25 Dec 2024
Short summary
Simulations are carried out in the Pyrenees with the snowpack model Crocus, driven by meteorological forecasts from the model AROME at kilometer resolution. The evaluation is done with ground-based measurements, satellite data and reference simulations. Studying daily snow depth variations allows to separate different physical processes affecting the snowpack. We show the benefits of AROME kilometric resolution and dynamical behavior in terms of snowpack spatial variability in a mountain range.
Simulations are carried out in the Pyrenees with the snowpack model Crocus, driven by...