Articles | Volume 12, issue 10
https://doi.org/10.5194/tc-12-3137-2018
© Author(s) 2018. 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-12-3137-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
04 Oct 2018
Research article |
| 04 Oct 2018
| 04 Oct 2018
Spatial variability in snow precipitation and accumulation in COSMO–WRF simulations and radar estimations over complex terrain
Laboratory of Cryospheric Sciences, School of Architecture, Civil and Environmental Engineering,
École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
WSL Institute for Snow and Avalanche Research SLF, Davos, Switzerland
Nikola Besic
Environmental Remote Sensing Laboratory, School of Architecture, Civil and Environmental Engineering, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
Radar, Satellite, Nowcasting Department, MeteoSwiss, Locarno, Switzerland
Varun Sharma
Laboratory of Cryospheric Sciences, School of Architecture, Civil and Environmental Engineering,
École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
Rebecca Mott
WSL Institute for Snow and Avalanche Research SLF, Davos, Switzerland
Institute of Meteorology and Climate Research, Atmospheric Environmental Research
(KIT/IMK-IFU), KIT-Campus Alpin, Garmisch-Partenkirchen, Germany
Megan Daniels
independent researcher: Sydney, Australia
Marco Gabella
Radar, Satellite, Nowcasting Department, MeteoSwiss, Locarno, Switzerland
Alexis Berne
Environmental Remote Sensing Laboratory, School of Architecture, Civil and Environmental Engineering, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
Urs Germann
Radar, Satellite, Nowcasting Department, MeteoSwiss, Locarno, Switzerland
Michael Lehning
Laboratory of Cryospheric Sciences, School of Architecture, Civil and Environmental Engineering,
École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
WSL Institute for Snow and Avalanche Research SLF, Davos, Switzerland
Viewed
Total article views: 3,592 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 22 Mar 2018)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 2,233 | 1,287 | 72 | 3,592 | 427 | 74 | 57 |
- HTML: 2,233
- PDF: 1,287
- XML: 72
- Total: 3,592
- Supplement: 427
- BibTeX: 74
- EndNote: 57
Total article views: 2,802 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 04 Oct 2018)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 1,856 | 880 | 66 | 2,802 | 248 | 68 | 54 |
- HTML: 1,856
- PDF: 880
- XML: 66
- Total: 2,802
- Supplement: 248
- BibTeX: 68
- EndNote: 54
Total article views: 790 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 22 Mar 2018)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 377 | 407 | 6 | 790 | 179 | 6 | 3 |
- HTML: 377
- PDF: 407
- XML: 6
- Total: 790
- Supplement: 179
- BibTeX: 6
- EndNote: 3
Viewed (geographical distribution)
Total article views: 3,592 (including HTML, PDF, and XML)
Thereof 3,257 with geography defined
and 335 with unknown origin.
Total article views: 2,802 (including HTML, PDF, and XML)
Thereof 2,531 with geography defined
and 271 with unknown origin.
Total article views: 790 (including HTML, PDF, and XML)
Thereof 726 with geography defined
and 64 with unknown origin.
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
Cited
33 citations as recorded by crossref.
- Microphysics of Snowfall Over Coastal East Antarctica Simulated by Polar WRF and Observed by Radar É. Vignon et al. 10.1029/2019JD031028
- Large‐eddy simulations of the atmospheric boundary layer over an Alpine glacier: Impact of synoptic flow direction and governing processes B. Goger et al. 10.1002/qj.4263
- The Importance of Near-Surface Winter Precipitation Processes in Complex Alpine Terrain F. Gerber et al. 10.1175/JHM-D-18-0055.1
- Improving Below‐Cloud Scavenging Coefficients of Sulfate, Nitrate, and Ammonium in PM2.5 and Implications for Numerical Simulation and Air Pollution Control L. Yao et al. 10.1029/2023JD039487
- Introducing CRYOWRF v1.0: multiscale atmospheric flow simulations with advanced snow cover modelling V. Sharma et al. 10.5194/gmd-16-719-2023
- Modeling the small-scale deposition of snow onto structured Arctic sea ice during a MOSAiC storm using snowBedFoam 1.0. O. Hames et al. 10.5194/gmd-15-6429-2022
- 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
- Sensitivity studies with the regional climate model COSMO-CLM 5.0 over the CORDEX Central Asia Domain E. Russo et al. 10.5194/gmd-12-5229-2019
- The Seasonal Snow Cover Dynamics: Review on Wind-Driven Coupling Processes R. Mott et al. 10.3389/feart.2018.00197
- Contaminant emissions as indicators of chemical elements in the snow along a latitudinal gradient in southern Andes J. Pizarro et al. 10.1038/s41598-021-93895-1
- Understanding snow bedform formation by adding sintering to a cellular automata model V. Sharma et al. 10.5194/tc-13-3239-2019
- Modeling spatially distributed snow instability at a regional scale using Alpine3D B. Richter et al. 10.1017/jog.2021.61
- Sensitivity of modeled snow stability data to meteorological input uncertainty B. Richter et al. 10.5194/nhess-20-2873-2020
- A Sensitivity Study of High-Resolution Climate Simulations for Greece N. Politi et al. 10.3390/cli8030044
- TopoCLIM: rapid topography-based downscaling of regional climate model output in complex terrain v1.1 J. Fiddes et al. 10.5194/gmd-15-1753-2022
- The High-resolution Intermediate Complexity Atmospheric Research (HICAR v1.1) model enables fast dynamic downscaling to the hectometer scale D. Reynolds et al. 10.5194/gmd-16-5049-2023
- Simulation of Flow Fields in Complex Terrain with WRF-LES: Sensitivity Assessment of Different PBL Treatments Y. Liu et al. 10.1175/JAMC-D-19-0304.1
- Impact of physical parameterizations on simulation of the Caspian Sea lake-effect snow P. Ghafarian 10.1016/j.dynatmoce.2021.101219
- Assessment of the weather research and forecasting model in simulation of rainfall for Khorasan Razavi Province, Iran R. Sarvestan et al. 10.1007/s12517-021-09215-4
- 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
- Glacier ablation and temperature indexed melt models in the Nepalese Himalaya M. Litt et al. 10.1038/s41598-019-41657-5
- High‐Resolution Large‐Eddy Simulations of Flow in the Complex Terrain of the Canadian Rockies M. Rohanizadegan et al. 10.1029/2023EA003166
- Performance of the RegCM4.6 for High-Resolution Climate and Extreme Simulations over Tibetan Plateau H. Gu & X. Wang 10.3390/atmos11101104
- Radar measurements of blowing snow off a mountain ridge B. Walter et al. 10.5194/tc-14-1779-2020
- Spatio-temporal flow variations driving heat exchange processes at a mountain glacier R. Mott et al. 10.5194/tc-14-4699-2020
- Continuous Spatio-Temporal High-Resolution Estimates of SWE Across the Swiss Alps – A Statistical Two-Step Approach for High-Mountain Topography M. Guidicelli et al. 10.3389/feart.2021.664648
- Regional modulating behavior of Indian summer monsoon rainfall in context of spatio-temporal variation of drought and flood events S. Verma et al. 10.1016/j.atmosres.2022.106201
- Evaluation of reanalysis data and dynamical downscaling for surface energy balance modeling at mountain glaciers in western Canada C. Draeger et al. 10.5194/tc-18-17-2024
- A novel framework to investigate wind-driven snow redistribution over an Alpine glacier: combination of high-resolution terrestrial laser scans and large-eddy simulations A. Voordendag et al. 10.5194/tc-18-849-2024
- Global Data Gaps in Our Knowledge of the Terrestrial Cryosphere H. Pritchard 10.3389/fclim.2021.689823
- A Downscaling Intercomparison Study: The Representation of Slope- and Ridge-Scale Processes in Models of Different Complexity B. Kruyt et al. 10.3389/feart.2022.789332
- Land-Use Improvements in the Weather Research and Forecasting Model over Complex Mountainous Terrain and Comparison of Different Grid Sizes A. Golzio et al. 10.1007/s10546-021-00617-1
- High-Resolution Simulation of Snowfall over the Korean Eastern Coastal Region Using WRF Model: Sensitivity to Domain Nesting-Down Strategy H. Park et al. 10.1007/s13143-019-00108-x
30 citations as recorded by crossref.
- Microphysics of Snowfall Over Coastal East Antarctica Simulated by Polar WRF and Observed by Radar É. Vignon et al. 10.1029/2019JD031028
- Large‐eddy simulations of the atmospheric boundary layer over an Alpine glacier: Impact of synoptic flow direction and governing processes B. Goger et al. 10.1002/qj.4263
- The Importance of Near-Surface Winter Precipitation Processes in Complex Alpine Terrain F. Gerber et al. 10.1175/JHM-D-18-0055.1
- Improving Below‐Cloud Scavenging Coefficients of Sulfate, Nitrate, and Ammonium in PM2.5 and Implications for Numerical Simulation and Air Pollution Control L. Yao et al. 10.1029/2023JD039487
- Introducing CRYOWRF v1.0: multiscale atmospheric flow simulations with advanced snow cover modelling V. Sharma et al. 10.5194/gmd-16-719-2023
- Modeling the small-scale deposition of snow onto structured Arctic sea ice during a MOSAiC storm using snowBedFoam 1.0. O. Hames et al. 10.5194/gmd-15-6429-2022
- 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
- Sensitivity studies with the regional climate model COSMO-CLM 5.0 over the CORDEX Central Asia Domain E. Russo et al. 10.5194/gmd-12-5229-2019
- The Seasonal Snow Cover Dynamics: Review on Wind-Driven Coupling Processes R. Mott et al. 10.3389/feart.2018.00197
- Contaminant emissions as indicators of chemical elements in the snow along a latitudinal gradient in southern Andes J. Pizarro et al. 10.1038/s41598-021-93895-1
- Understanding snow bedform formation by adding sintering to a cellular automata model V. Sharma et al. 10.5194/tc-13-3239-2019
- Modeling spatially distributed snow instability at a regional scale using Alpine3D B. Richter et al. 10.1017/jog.2021.61
- Sensitivity of modeled snow stability data to meteorological input uncertainty B. Richter et al. 10.5194/nhess-20-2873-2020
- A Sensitivity Study of High-Resolution Climate Simulations for Greece N. Politi et al. 10.3390/cli8030044
- TopoCLIM: rapid topography-based downscaling of regional climate model output in complex terrain v1.1 J. Fiddes et al. 10.5194/gmd-15-1753-2022
- The High-resolution Intermediate Complexity Atmospheric Research (HICAR v1.1) model enables fast dynamic downscaling to the hectometer scale D. Reynolds et al. 10.5194/gmd-16-5049-2023
- Simulation of Flow Fields in Complex Terrain with WRF-LES: Sensitivity Assessment of Different PBL Treatments Y. Liu et al. 10.1175/JAMC-D-19-0304.1
- Impact of physical parameterizations on simulation of the Caspian Sea lake-effect snow P. Ghafarian 10.1016/j.dynatmoce.2021.101219
- Assessment of the weather research and forecasting model in simulation of rainfall for Khorasan Razavi Province, Iran R. Sarvestan et al. 10.1007/s12517-021-09215-4
- 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
- Glacier ablation and temperature indexed melt models in the Nepalese Himalaya M. Litt et al. 10.1038/s41598-019-41657-5
- High‐Resolution Large‐Eddy Simulations of Flow in the Complex Terrain of the Canadian Rockies M. Rohanizadegan et al. 10.1029/2023EA003166
- Performance of the RegCM4.6 for High-Resolution Climate and Extreme Simulations over Tibetan Plateau H. Gu & X. Wang 10.3390/atmos11101104
- Radar measurements of blowing snow off a mountain ridge B. Walter et al. 10.5194/tc-14-1779-2020
- Spatio-temporal flow variations driving heat exchange processes at a mountain glacier R. Mott et al. 10.5194/tc-14-4699-2020
- Continuous Spatio-Temporal High-Resolution Estimates of SWE Across the Swiss Alps – A Statistical Two-Step Approach for High-Mountain Topography M. Guidicelli et al. 10.3389/feart.2021.664648
- Regional modulating behavior of Indian summer monsoon rainfall in context of spatio-temporal variation of drought and flood events S. Verma et al. 10.1016/j.atmosres.2022.106201
- Evaluation of reanalysis data and dynamical downscaling for surface energy balance modeling at mountain glaciers in western Canada C. Draeger et al. 10.5194/tc-18-17-2024
- A novel framework to investigate wind-driven snow redistribution over an Alpine glacier: combination of high-resolution terrestrial laser scans and large-eddy simulations A. Voordendag et al. 10.5194/tc-18-849-2024
- Global Data Gaps in Our Knowledge of the Terrestrial Cryosphere H. Pritchard 10.3389/fclim.2021.689823
3 citations as recorded by crossref.
- A Downscaling Intercomparison Study: The Representation of Slope- and Ridge-Scale Processes in Models of Different Complexity B. Kruyt et al. 10.3389/feart.2022.789332
- Land-Use Improvements in the Weather Research and Forecasting Model over Complex Mountainous Terrain and Comparison of Different Grid Sizes A. Golzio et al. 10.1007/s10546-021-00617-1
- High-Resolution Simulation of Snowfall over the Korean Eastern Coastal Region Using WRF Model: Sensitivity to Domain Nesting-Down Strategy H. Park et al. 10.1007/s13143-019-00108-x
Latest update: 25 Apr 2024
Short summary
A comparison of winter precipitation variability in operational radar measurements and high-resolution simulations reveals that large-scale variability is well captured by the model, depending on the event. Precipitation variability is driven by topography and wind. A good portion of small-scale variability is captured at the highest resolution. This is essential to address small-scale precipitation processes forming the alpine snow seasonal snow cover – an important source of water.
A comparison of winter precipitation variability in operational radar measurements and...
