Articles | Volume 15, issue 2
https://doi.org/10.5194/tc-15-743-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/tc-15-743-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Multi-scale snowdrift-permitting modelling of mountain snowpack
Vincent Vionnet
CORRESPONDING AUTHOR
Centre for Hydrology, University of Saskatchewan, Saskatoon, Canada
Environmental Numerical Prediction Research, Environment and Climate Change Canada, Dorval, QC, Canada
Christopher B. Marsh
Centre for Hydrology, University of Saskatchewan, Saskatoon, Canada
Brian Menounos
Natural Resources and Environmental Studies Institute and Geography Program, University of Northern British Columbia, Prince George, V2N 4Z9, Canada
Simon Gascoin
Centre d'Études Spatiales de la Biosphère, UPS/CNRS/IRD/INRAE/CNES, Toulouse, France
Nicholas E. Wayand
Centre for Hydrology, University of Saskatchewan, Saskatoon, Canada
Joseph Shea
Natural Resources and Environmental Studies Institute and Geography Program, University of Northern British Columbia, Prince George, V2N 4Z9, Canada
Kriti Mukherjee
Natural Resources and Environmental Studies Institute and Geography Program, University of Northern British Columbia, Prince George, V2N 4Z9, Canada
John W. Pomeroy
Centre for Hydrology, University of Saskatchewan, Saskatoon, Canada
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Cited
24 citations as recorded by crossref.
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- Wind‐Topo: Downscaling near‐surface wind fields to high‐resolution topography in highly complex terrain with deep learning J. Dujardin & M. Lehning 10.1002/qj.4265
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- Estimation of the Snow Water Equivalent Using Muon Scattering Radiography A. Orio‐Alonso et al. 10.1029/2023GL104128
- Advances in modelling large river basins in cold regions with Modélisation Environmentale Communautaire—Surface and Hydrology (MESH), the Canadian hydrological land surface scheme H. Wheater et al. 10.1002/hyp.14557
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- Large-sample assessment of varying spatial resolution on the streamflow estimates of the wflow_sbm hydrological model J. Aerts et al. 10.5194/hess-26-4407-2022
- 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
- The Multiple Snow Data Assimilation System (MuSA v1.0) E. Alonso-González et al. 10.5194/gmd-15-9127-2022
- Predicting Hydrological Change in an Alpine Glacierized Basin and Its Sensitivity to Landscape Evolution and Meteorological Forcings C. Aubry‐Wake & J. Pomeroy 10.1029/2022WR033363
- Modelling glacier mass balance and climate sensitivity in the context of sparse observations: application to Saskatchewan Glacier, western Canada C. Kinnard et al. 10.5194/tc-16-3071-2022
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- A Novel Approach Based on a Hierarchical Multiresolution Analysis of Optical Time Series to Reconstruct the Daily High-Resolution Snow Cover Area V. Premier et al. 10.1109/JSTARS.2021.3103585
- Intercomparison of Sentinel-2 and modelled snow cover maps in a high-elevation Alpine catchment F. Hofmeister et al. 10.1016/j.hydroa.2022.100123
- 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
- Evaluating a prediction system for snow management P. Ebner et al. 10.5194/tc-15-3949-2021
- Windmapper: An Efficient Wind Downscaling Method for Hydrological Models C. Marsh et al. 10.1029/2022WR032683
- Operational snow-hydrological modeling for Switzerland R. Mott et al. 10.3389/feart.2023.1228158
- The cold regions hydrological modelling platform for hydrological diagnosis and prediction based on process understanding J. Pomeroy et al. 10.1016/j.jhydrol.2022.128711
- Validation of FABDEM, a global bare-earth elevation model, against UAV-lidar derived elevation in a complex forested mountain catchment C. Marsh et al. 10.1088/2515-7620/acc56d
- Land Surface Modeling in the Himalayas: On the Importance of Evaporative Fluxes for the Water Balance of a High‐Elevation Catchment P. Buri et al. 10.1029/2022WR033841
- CrocO_v1.0: a particle filter to assimilate snowpack observations in a spatialised framework B. Cluzet et al. 10.5194/gmd-14-1595-2021
23 citations as recorded by crossref.
- Snow Multidata Mapping and Modeling (S3M) 5.1: a distributed cryospheric model with dry and wet snow, data assimilation, glacier mass balance, and debris-driven melt F. Avanzi et al. 10.5194/gmd-15-4853-2022
- Wind‐Topo: Downscaling near‐surface wind fields to high‐resolution topography in highly complex terrain with deep learning J. Dujardin & M. Lehning 10.1002/qj.4265
- Spatial variability in winter mass balance on Storglaciären modelled with a terrain-based approach Y. Terleth et al. 10.1017/jog.2022.96
- Estimation of the Snow Water Equivalent Using Muon Scattering Radiography A. Orio‐Alonso et al. 10.1029/2023GL104128
- Advances in modelling large river basins in cold regions with Modélisation Environmentale Communautaire—Surface and Hydrology (MESH), the Canadian hydrological land surface scheme H. Wheater et al. 10.1002/hyp.14557
- Snow properties at the forest–tundra ecotone: predominance of water vapor fluxes even in deep, moderately cold snowpacks G. Lackner et al. 10.5194/tc-16-3357-2022
- Spatial distribution and controls of snowmelt runoff in a sublimation-dominated environment in the semiarid Andes of Chile Á. Ayala et al. 10.5194/hess-27-3463-2023
- Large-sample assessment of varying spatial resolution on the streamflow estimates of the wflow_sbm hydrological model J. Aerts et al. 10.5194/hess-26-4407-2022
- 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
- The Multiple Snow Data Assimilation System (MuSA v1.0) E. Alonso-González et al. 10.5194/gmd-15-9127-2022
- Predicting Hydrological Change in an Alpine Glacierized Basin and Its Sensitivity to Landscape Evolution and Meteorological Forcings C. Aubry‐Wake & J. Pomeroy 10.1029/2022WR033363
- Modelling glacier mass balance and climate sensitivity in the context of sparse observations: application to Saskatchewan Glacier, western Canada C. Kinnard et al. 10.5194/tc-16-3071-2022
- Understanding wind-driven melt of patchy snow cover L. van der Valk et al. 10.5194/tc-16-4319-2022
- Snow Level From Post‐Processing of Atmospheric Model Improves Snowfall Estimate and Snowpack Prediction in Mountains V. Vionnet et al. 10.1029/2021WR031778
- A Novel Approach Based on a Hierarchical Multiresolution Analysis of Optical Time Series to Reconstruct the Daily High-Resolution Snow Cover Area V. Premier et al. 10.1109/JSTARS.2021.3103585
- Intercomparison of Sentinel-2 and modelled snow cover maps in a high-elevation Alpine catchment F. Hofmeister et al. 10.1016/j.hydroa.2022.100123
- 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
- Evaluating a prediction system for snow management P. Ebner et al. 10.5194/tc-15-3949-2021
- Windmapper: An Efficient Wind Downscaling Method for Hydrological Models C. Marsh et al. 10.1029/2022WR032683
- Operational snow-hydrological modeling for Switzerland R. Mott et al. 10.3389/feart.2023.1228158
- The cold regions hydrological modelling platform for hydrological diagnosis and prediction based on process understanding J. Pomeroy et al. 10.1016/j.jhydrol.2022.128711
- Validation of FABDEM, a global bare-earth elevation model, against UAV-lidar derived elevation in a complex forested mountain catchment C. Marsh et al. 10.1088/2515-7620/acc56d
- Land Surface Modeling in the Himalayas: On the Importance of Evaporative Fluxes for the Water Balance of a High‐Elevation Catchment P. Buri et al. 10.1029/2022WR033841
1 citations as recorded by crossref.
Latest update: 02 Dec 2023
Short summary
Mountain snow cover provides critical supplies of fresh water to downstream users. Its accurate prediction requires inclusion of often-ignored processes. A multi-scale modelling strategy is presented that efficiently accounts for snow redistribution. Model accuracy is assessed via airborne lidar and optical satellite imagery. With redistribution the model captures the elevation–snow depth relation. Redistribution processes are required to reproduce spatial variability, such as around ridges.
Mountain snow cover provides critical supplies of fresh water to downstream users. Its accurate...