Articles | Volume 18, issue 10
https://doi.org/10.5194/hess-18-4261-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Special issue:
https://doi.org/10.5194/hess-18-4261-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
30 Oct 2014
Research article |
| 30 Oct 2014
LiDAR measurement of seasonal snow accumulation along an elevation gradient in the southern Sierra Nevada, California
P. B. Kirchner
Sierra Nevada Research Institute, UC Merced, Merced, CA, USA
now at: Joint Institute for Regional Earth System Science and Engineering, UCLA, Los Angeles, CA, USA
R. C. Bales
Sierra Nevada Research Institute, UC Merced, Merced, CA, USA
N. P. Molotch
Department of Geography and the Institute of Arctic and Alpine Research, University of Colorado at Boulder, Boulder, CO, USA
Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA
J. Flanagan
Sierra Nevada Research Institute, UC Merced, Merced, CA, USA
Q. Guo
Sierra Nevada Research Institute, UC Merced, Merced, CA, USA
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Cited
74 citations as recorded by crossref.
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- Subgrid parameterization for snow depth over mountainous terrain from flat field snow depth N. Helbig & A. van Herwijnen 10.1002/2016WR019872
- Investigating the Variability of High-Elevation Seasonal Orographic Snowfall Enhancement and Its Drivers across Sierra Nevada, California L. Huning & S. Margulis 10.1175/JHM-D-16-0254.1
- Wireless Sensor Networks for Improved Snow Water Equivalent and Runoff Estimates S. Malek et al. 10.1109/ACCESS.2019.2895397
- The Seasonal Snow Cover Dynamics: Review on Wind-Driven Coupling Processes R. Mott et al. 10.3389/feart.2018.00197
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- A conceptual, distributed snow redistribution model S. Frey & H. Holzmann 10.5194/hess-19-4517-2015
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- High‐Resolution Large Eddy Simulation of Snow Accumulation in Alpine Terrain V. Vionnet et al. 10.1002/2017JD026947
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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
- 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
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- High-Resolution Snow-Covered Area Mapping in Forested Mountain Ecosystems Using PlanetScope Imagery A. John et al. 10.3390/rs14143409
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72 citations as recorded by crossref.
- Understanding subgrid variability of snow depth at 1‐km scale using Lidar measurements S. He et al. 10.1002/hyp.13415
- Multi-scale snowdrift-permitting modelling of mountain snowpack V. Vionnet et al. 10.5194/tc-15-743-2021
- Effects of canopy composition on snow depth and below-the-snow temperature regimes in the temperate secondary forest ecosystem, Northeast China X. Ge et al. 10.1016/j.agrformet.2021.108744
- Evaluating 3 decades of precipitation in the Upper Colorado River basin from a high-resolution regional climate model W. Rudisill et al. 10.5194/gmd-16-6531-2023
- Subgrid parameterization for snow depth over mountainous terrain from flat field snow depth N. Helbig & A. van Herwijnen 10.1002/2016WR019872
- Investigating the Variability of High-Elevation Seasonal Orographic Snowfall Enhancement and Its Drivers across Sierra Nevada, California L. Huning & S. Margulis 10.1175/JHM-D-16-0254.1
- Wireless Sensor Networks for Improved Snow Water Equivalent and Runoff Estimates S. Malek et al. 10.1109/ACCESS.2019.2895397
- The Seasonal Snow Cover Dynamics: Review on Wind-Driven Coupling Processes R. Mott et al. 10.3389/feart.2018.00197
- IT-SNOW: a snow reanalysis for Italy blending modeling, in situ data, and satellite observations (2010–2021) F. Avanzi et al. 10.5194/essd-15-639-2023
- Spatio-temporal variability of surface mass balance in the accumulation zone of the Mer de Glace, French Alps, from multitemporal terrestrial LiDAR measurements M. Réveillet et al. 10.1017/jog.2020.92
- Remote sensing, hydrological modeling and in situ observations in snow cover research: A review C. Dong 10.1016/j.jhydrol.2018.04.027
- Integrating snow science and wildlife ecology in Arctic-boreal North America N. Boelman et al. 10.1088/1748-9326/aaeec1
- Fractional snow-covered area: scale-independent peak of winter parameterization N. Helbig et al. 10.5194/tc-15-615-2021
- Evaluation of temporal consistency of snow depth drivers of a Rocky Mountain watershed in southern Alberta K. Cartwright et al. 10.1002/hyp.13920
- 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
- A conceptual, distributed snow redistribution model S. Frey & H. Holzmann 10.5194/hess-19-4517-2015
- Grand Challenges in Cryospheric Sciences: Toward Better Predictability of Glaciers, Snow and Sea Ice R. Hock et al. 10.3389/feart.2017.00064
- Snowdrift Landscape Patterns: An Arctic Investigation C. Parr et al. 10.1029/2020WR027823
- Evaluating the Effects of UAS Flight Speed on Lidar Snow Depth Estimation in a Heterogeneous Landscape F. Sullivan et al. 10.3390/rs15215091
- Emerging Stress and Relative Resiliency of Giant Sequoia Groves Experiencing Multiyear Dry Periods in a Warming Climate Y. Su et al. 10.1002/2017JG004005
- Water balance for gaged watersheds in the Central Sierra Nevada, California and Nevada, United States J. Roche et al. 10.3389/ffgc.2022.861711
- Maximum entropy modeling to identify physical drivers of shallow snowpack heterogeneity using unpiloted aerial system (UAS) lidar E. Cho et al. 10.1016/j.jhydrol.2021.126722
- Gap-filling snow-depth time-series with Kalman Filtering-Smoothing and Expectation Maximization: Proof of concept using spatially dense wireless-sensor-network data F. Avanzi et al. 10.1016/j.coldregions.2020.103066
- Eleven years of mountain weather, snow, soil moisture and streamflow data from the rain–snow transition zone – the Johnston Draw catchment, Reynolds Creek Experimental Watershed and Critical Zone Observatory, USA S. Godsey et al. 10.5194/essd-10-1207-2018
- Variations of the Snow Water Equivalent in the Ourika Catchment (Morocco) over 2000–2018 Using Downscaled MERRA-2 Data M. Baba et al. 10.3390/w10091120
- Quantifying the Spatial Variability of a Snowstorm Using Differential Airborne Lidar W. Brandt et al. 10.1029/2019WR025331
- Influence of orographic precipitation on coevolving landforms and vegetation in semi‐arid ecosystems A. Srivastava et al. 10.1002/esp.5427
- High‐Resolution Large Eddy Simulation of Snow Accumulation in Alpine Terrain V. Vionnet et al. 10.1002/2017JD026947
- Ecological consequences of anomalies in atmospheric moisture and snowpack A. Johnston et al. 10.1002/ecy.2638
- Modeling Spatial Distribution of Snow Water Equivalent by Combining Meteorological and Satellite Data with Lidar Maps U. Mital et al. 10.1175/AIES-D-22-0010.1
- Precipitation Estimates and Orographic Gradients Using Snow, Temperature, and Humidity Measurements From a Wireless‐Sensor Network G. Cui et al. 10.1029/2021WR029954
- LiDAR remote sensing of the cryosphere: Present applications and future prospects A. Bhardwaj et al. 10.1016/j.rse.2016.02.031
- Climatology of seasonal snowfall accumulation across the Sierra Nevada (USA): Accumulation rates, distributions, and variability L. Huning & S. Margulis 10.1002/2017WR020915
- The European mountain cryosphere: a review of its current state, trends, and future challenges M. Beniston et al. 10.5194/tc-12-759-2018
- 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
- An Evaluation of Snow Initializations in NCEP Global and Regional Forecasting Models N. Dawson et al. 10.1175/JHM-D-15-0227.1
- Estimating Snow Water Storage in North America Using CLM4, DART, and Snow Radiance Data Assimilation Y. Kwon et al. 10.1175/JHM-D-16-0028.1
- Use of multiple reference data sources to cross-validate gridded snow water equivalent products over North America C. Mortimer et al. 10.5194/tc-18-5619-2024
- Changes over the Last 35 Years in Alaska’s Glaciated Landscape: A Novel Deep Learning Approach to Mapping Glaciers at Fine Temporal Granularity B. Roberts-Pierel et al. 10.3390/rs14184582
- The Importance of Near-Surface Winter Precipitation Processes in Complex Alpine Terrain F. Gerber et al. 10.1175/JHM-D-18-0055.1
- Regional sensitivities of seasonal snowpack to elevation, aspect, and vegetation cover in western North America C. Tennant et al. 10.1002/2016WR019374
- 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
- Comparing Aerial Lidar Observations With Terrestrial Lidar and Snow‐Probe Transects From NASA's 2017 SnowEx Campaign W. Currier et al. 10.1029/2018WR024533
- Topographic and vegetation effects on snow accumulation in the southern Sierra Nevada: a statistical summary from lidar data Z. Zheng et al. 10.5194/tc-10-257-2016
- Spatially distributed water-balance and meteorological data from the Wolverton catchment, Sequoia National Park, California R. Bales et al. 10.5194/essd-10-2115-2018
- Snow modulates winter energy use and cold exposure across an elevation gradient in a montane ectotherm K. Roberts et al. 10.1111/gcb.15912
- An Accuracy Assessment of Snow Depth Measurements in Agro-Forested Environments by UAV Lidar V. Dharmadasa et al. 10.3390/rs14071649
- Landscape seasonality influences the resource selection of a snow-adapted forest carnivore, the Pacific marten M. Martin et al. 10.1007/s10980-021-01215-9
- Sensitivity of modeled snow stability data to meteorological input uncertainty B. Richter et al. 10.5194/nhess-20-2873-2020
- Evapotranspiration and Runoff Patterns Across California's Sierra Nevada J. Rungee et al. 10.3389/frwa.2021.655485
- Impact of Soil Moisture on Afternoon Convection Triggering Over the Tibetan Plateau Based on 1‐D Boundary Layer Model C. Zhao et al. 10.1029/2021JD035591
- Insights into mountain precipitation and snowpack from a basin‐scale wireless‐sensor network Z. Zhang et al. 10.1002/2016WR018825
- Snow depth mapping with unpiloted aerial system lidar observations: a case study in Durham, New Hampshire, United States J. Jacobs et al. 10.5194/tc-15-1485-2021
- Research Progress of the Application of LiDAR in Frozen Soil 煜. 杨 10.12677/AG.2022.121004
- A simple framework for assessing the sensitivity of mountain watersheds to warming‐driven snowpack loss C. Tennant et al. 10.1002/2015GL063413
- Sensitivity of active-layer freezing process to snow cover in Arctic Alaska Y. Yi et al. 10.5194/tc-13-197-2019
- Hilltop Curvature Increases With the Square Root of Erosion Rate E. Gabet et al. 10.1029/2020JF005858
- Inferring Distributed Snow Depth by Leveraging Snow Pattern Repeatability: Investigation Using 47 Lidar Observations in the Tuolumne Watershed, Sierra Nevada, California J. Pflug & J. Lundquist 10.1029/2020WR027243
- The Role of Basin Geometry in Mountain Snowpack Responses to Climate Change J. Shea et al. 10.3389/frwa.2021.604275
- Himalayan alpine ecohydrology: An urgent scientific concern in a changing climate R. Leng et al. 10.1007/s13280-022-01792-2
- GEMS v1.0: Generalizable Empirical Model of Snow Accumulation and Melt, based on daily snow mass changes in response to climate and topographic drivers A. Umirbekov et al. 10.5194/gmd-17-911-2024
- Precipitation fields in an alpine Mediterranean catchment: Inversion of precipitation gradient with elevation or undercatch of snowfall? A. Collados‐Lara et al. 10.1002/joc.5517
- Understanding the mechanism of gully erosion in the alpine region through an interpretable machine learning approach W. Zhang et al. 10.1016/j.scitotenv.2024.174949
- Evolution of Secondary Periglacial Environment Induced by Thawing Permafrost near China–Russia Crude Oil Pipeline Based on Airborne LiDAR, Geophysics, and Field Observation K. Gao et al. 10.3390/drones8080360
- Snow process monitoring in montane forests with time‐lapse photography C. Dong & L. Menzel 10.1002/hyp.11229
- Elevation dependency of mountain snow depth T. Grünewald et al. 10.5194/tc-8-2381-2014
- High-Resolution Snow-Covered Area Mapping in Forested Mountain Ecosystems Using PlanetScope Imagery A. John et al. 10.3390/rs14143409
- Snow hydrology in Mediterranean mountain regions: A review A. Fayad et al. 10.1016/j.jhydrol.2017.05.063
- Spatial Distribution and Scaling Properties of Lidar‐Derived Snow Depth in the Extratropical Andes P. Mendoza et al. 10.1029/2020WR028480
- Learning about precipitation lapse rates from snow course data improves water balance modeling F. Avanzi et al. 10.5194/hess-25-2109-2021
- Inferring watershed‐scale mean snowfall magnitude and distribution using multidecadal snow reanalysis patterns and snow pillow observations J. Pflug et al. 10.1002/hyp.14581
- Gap-filling missing data in time series using the correlation matrix method of multiple time series in Asadabad Plain, Iran H. Nozari et al. 10.1007/s40899-023-00977-1
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Latest update: 13 Dec 2024
Short summary
In this study we present results from LiDAR snow depth measurements made over 53 sq km and a 1600 m elevation gradient. We found a lapse rate of 15 cm accumulated snow depth and 6 cm SWE per 100 m in elevation until 3300 m, where depth sharply decreased. Residuals from this trend revealed the role of aspect and highlighted the importance of solar radiation and wind for snow distribution. Lastly, we compared LiDAR SWE estimations with four model estimates of SWE and total precipitation.
In this study we present results from LiDAR snow depth measurements made over 53 sq km and a...
Special issue