Articles | Volume 17, issue 8
https://doi.org/10.5194/hess-17-3005-2013
© Author(s) 2013. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/hess-17-3005-2013
© Author(s) 2013. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Statistical modelling of the snow depth distribution in open alpine terrain
T. Grünewald
Cryos, School of Architecture, Civil and Environmental Engineering, École Polytechnique Fédérale de Lausanne, GRAO 402 – Station 2, 1015 Lausanne, Switzerland
WSL Institute for Snow and Avalanche Research SLF, Flüelastrasse 35, 7260 Davos, Switzerland
J. Stötter
Institute of Geography, University of Innsbruck, Innrain 52, 6020 Innsbruck, Austria
J. W. Pomeroy
Centre for Hydrology, University of Saskatchewan, 117 Science Place, Saskatoon, Saskatchewan, S7N 5C8, Canada
Antarctic Research Centre, Victoria University of Wellington, P.O. Box 600, Wellington, New Zealand
Institute of Environmental Engineering, ETH Zurich, 8093 Zurich, Switzerland
I. Moreno Baños
Institut Geològic de Catalunya, C/Balmes 209–211, 08006 Barcelona, Spain
J. Marturià
Institut Geològic de Catalunya, C/Balmes 209–211, 08006 Barcelona, Spain
M. Spross
Institute of Geography, University of Innsbruck, Innrain 52, 6020 Innsbruck, Austria
C. Hopkinson
Department of Geography, University of Lethbridge, 4401 University Drive West, Lethbridge, Alberta, T1K 3M4, Canada
P. Burlando
Institute of Environmental Engineering, ETH Zurich, 8093 Zurich, Switzerland
M. Lehning
Cryos, School of Architecture, Civil and Environmental Engineering, École Polytechnique Fédérale de Lausanne, GRAO 402 – Station 2, 1015 Lausanne, Switzerland
WSL Institute for Snow and Avalanche Research SLF, Flüelastrasse 35, 7260 Davos, Switzerland
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91 citations as recorded by crossref.
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88 citations as recorded by crossref.
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- A STUDY ON SNOW DEPTH DISTRIBUTION ON WINDWARD SLOPE AND LEEWARD SLOPE USING AIRBORNE LASER SCANNING T. NISHIHARA & A. TANISE 10.2208/jscejhe.74.I_883
- Improving glacio-hydrological model calibration and model performance in cold regions using satellite snow cover data B. Mohammadi et al. 10.1007/s13201-024-02102-9
- Impact of snow distribution modelling for runoff predictions I. Clemenzi et al. 10.2166/nh.2023.043
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- Centimetric Accuracy in Snow Depth Using Unmanned Aerial System Photogrammetry and a MultiStation F. Avanzi et al. 10.3390/rs10050765
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- Snowpack variability across various spatio‐temporal resolutions J. López‐Moreno et al. 10.1002/hyp.10245
- Characterizing tundra snow sub-pixel variability to improve brightness temperature estimation in satellite SWE retrievals J. Meloche et al. 10.5194/tc-16-87-2022
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- Regional sensitivities of seasonal snowpack to elevation, aspect, and vegetation cover in western North America C. Tennant et al. 10.1002/2016WR019374
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- Quantifying spatial distribution of snow depth errors from LiDAR using Random Forest W. Tinkham et al. 10.1016/j.rse.2013.10.021
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- Using very long-range terrestrial laser scanner to analyze the temporal consistency of the snowpack distribution in a high mountain environment J. López-Moreno et al. 10.1007/s11629-016-4086-0
- Early snowmelt advances flowering phenology and disrupts the drivers of pollinator visitation in an alpine ecosystem A. Rose-Person et al. 10.1007/s00035-024-00315-x
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- The Seasonal Snow Cover Dynamics: Review on Wind-Driven Coupling Processes R. Mott et al. 10.3389/feart.2018.00197
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- Modeling the Snow Depth Variability With a High‐Resolution Lidar Data Set and Nonlinear Terrain Dependency T. Skaugen & K. Melvold 10.1029/2019WR025030
- Topographic and vegetation controls of the spatial distribution of snow depth in agro-forested environments by UAV lidar V. Dharmadasa et al. 10.5194/tc-17-1225-2023
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- The temporal and spatial variability in submeter scale surface roughness of seasonal snow in Sodankylä Finnish Lapland in 2009–2010 K. Anttila et al. 10.1002/2014JD021597
- The evaluation of the potential of global data products for snow hydrological modelling in ungauged high-alpine catchments M. Weber et al. 10.5194/hess-25-2869-2021
- Interannual persistence of the seasonal snow cover in a glacierized catchment K. Helfricht et al. 10.3189/2014JoG13J197
- Multilevel spatiotemporal validation of snow/ice mass balance and runoff modeling in glacierized catchments F. Hanzer et al. 10.5194/tc-10-1859-2016
- Design of a scanning laser meter for monitoring the spatio-temporal evolution of snow depth and its application in the Alps and in Antarctica G. Picard et al. 10.5194/tc-10-1495-2016
- Spatial Distribution and Scaling Properties of Lidar‐Derived Snow Depth in the Extratropical Andes P. Mendoza et al. 10.1029/2020WR028480
- Estimating winter balance and its uncertainty from direct measurements of snow depth and density on alpine glaciers A. PULWICKI et al. 10.1017/jog.2018.68
- The Utility of Optical Satellite Winter Snow Depths for Initializing a Glacio‐Hydrological Model of a High‐Elevation, Andean Catchment T. Shaw et al. 10.1029/2020WR027188
- Combining snow, streamflow, and precipitation gauge observations to infer basin‐mean precipitation B. Henn et al. 10.1002/2015WR018564
- Optimizing embedded sensor network design for catchment-scale snow-depth estimation using LiDAR and machine learning C. Oroza et al. 10.1002/2016WR018896
- Snow redistribution for the hydrological modeling of alpine catchments D. Freudiger et al. 10.1002/wat2.1232
- Impact of Global Warming on Snow in Ski Areas: A Case Study Using a Regional Climate Simulation over the Interior Western United States C. Lackner et al. 10.1175/JAMC-D-20-0155.1
- How strong is Snow? Spatial correlations of snowpack load bearing capacity and micromechanics from NASA SnowEx SnowMicroPen Data at Grand Mesa, Colorado M. Tedesche et al. 10.1016/j.coldregions.2024.104369
- Subgrid parameterization for snow depth over mountainous terrain from flat field snow depth N. Helbig & A. van Herwijnen 10.1002/2016WR019872
- Snow Depth Patterns in a High Mountain Andean Catchment from Satellite Optical Tristereoscopic Remote Sensing T. Shaw et al. 10.1029/2019WR024880
- Morphological indexes to describe snow-cover patterns in a high-alpine area L. Ferrarin et al. 10.1017/aog.2023.62
- Evaluation of temporal consistency of snow depth drivers of a Rocky Mountain watershed in southern Alberta K. Cartwright et al. 10.1002/hyp.13920
- Mapping snow depth in open alpine terrain from stereo satellite imagery R. Marti et al. 10.5194/tc-10-1361-2016
- Influence of snowpack and melt energy heterogeneity on snow cover depletion and snowmelt runoff simulation in a cold mountain environment C. DeBeer & J. Pomeroy 10.1016/j.jhydrol.2017.07.051
- High‐resolution snow depth prediction using Random Forest algorithm with topographic parameters: A case study in the Greiner watershed, Nunavut J. Meloche et al. 10.1002/hyp.14546
- Snowfall deposition in mountainous terrain: a statistical downscaling scheme from high-resolution model data on simulated topographies N. Helbig et al. 10.3389/feart.2023.1308269
- 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
- Evaluation of SNODAS Snow Water Equivalent in Western Canada and Assimilation Into a Cold Region Hydrological Model Z. Lv et al. 10.1029/2019WR025333
- Associations Between Habitat Quality and Body Size in the Carpathian-Podolian Land Snail Vestia turgida (Gastropoda, Clausiliidae): Species Distribution Model Selection and Assessment of Performance V. Tytar 10.15407/zoo2021.01.025
- An Evaluation of Snow Initializations in NCEP Global and Regional Forecasting Models N. Dawson et al. 10.1175/JHM-D-15-0227.1
- Application of Low-Cost UASs and Digital Photogrammetry for High-Resolution Snow Depth Mapping in the Arctic E. Cimoli et al. 10.3390/rs9111144
- Improving the snowpack monitoring in the mountainous areas of Sweden from space: a machine learning approach J. Zhang et al. 10.1088/1748-9326/abfe8d
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