Articles | Volume 9, issue 1
https://doi.org/10.5194/tc-9-13-2015
© Author(s) 2015. 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-9-13-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
06 Jan 2015
Research article |
| 06 Jan 2015
Independent evaluation of the SNODAS snow depth product using regional-scale lidar-derived measurements
Boise State University, Center for Geophysical Investigation of the Shallow Subsurface, Boise, ID 83725, USA
USDA-ARS Northwest Watershed Research Center, 800 Park Blvd., Suite 105, Boise, ID 83712, USA
H.-P. Marshall
Boise State University, Center for Geophysical Investigation of the Shallow Subsurface, Boise, ID 83725, USA
A. Winstral
USDA-ARS Northwest Watershed Research Center, 800 Park Blvd., Suite 105, Boise, ID 83712, USA
K. Elder
USDA Forest Service, Rocky Mountain Research Station, Fort Collins, CO 80526, USA
S. Yueh
Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91125, USA
D. Cline
NOAA-NWS, Hydrology Laboratory, Office of Hydrologic Development, Silver Spring, MD 20910, USA
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Cited
39 citations as recorded by crossref.
- The role of meteorological forcing and snow model complexity in winter glacier mass balance estimation, Columbia River basin, Canada M. Mortezapour et al. https://doi.org/10.1002/hyp.13929
- Evaluation of SNODAS Snow Water Equivalent in Western Canada and Assimilation Into a Cold Region Hydrological Model Z. Lv et al. https://doi.org/10.1029/2019WR025333
- Assimilation of blended in situ-satellite snow water equivalent into the National Water Model for improving hydrologic simulation in two US river basins Y. Gan et al. https://doi.org/10.1016/j.scitotenv.2022.156567
- Snowpack relative permittivity and density derived from near‐coincident lidar and ground‐penetrating radar R. Bonnell et al. https://doi.org/10.1002/hyp.14996
- Improvement of operational airborne gamma radiation snow water equivalent estimates using SMAP soil moisture E. Cho et al. https://doi.org/10.1016/j.rse.2020.111668
- Comparison of Methods to Estimate Snow Water Equivalent at the Mountain Range Scale: A Case Study of the California Sierra Nevada M. Wrzesien et al. https://doi.org/10.1175/JHM-D-16-0246.1
- Parameterizations of Snow Cover, Snow Albedo and Snow Density in Land Surface Models: A Comparative Review W. Lee et al. https://doi.org/10.1007/s13143-023-00344-2
- Physically Constrained Fusion of Sentinel-1 and ERA5-Land for Daily 500-m Snow-Depth Retrieval Across Northern Hemisphere Mountains C. Zhang et al. https://doi.org/10.1109/TGRS.2026.3713174
- Regional sensitivities of seasonal snowpack to elevation, aspect, and vegetation cover in western North America C. Tennant et al. https://doi.org/10.1002/2016WR019374
- Now you see it, now you don't: a case study of ephemeral snowpacks and soil moisture response in the Great Basin, USA R. Petersky & A. Harpold https://doi.org/10.5194/hess-22-4891-2018
- Intercomparison of snow water equivalent products in the Sierra Nevada California using airborne snow observatory data and ground observations K. Yang et al. https://doi.org/10.3389/feart.2023.1106621
- Looking beyond wildlife: using remote cameras to evaluate accuracy of gridded snow data A. Sirén et al. https://doi.org/10.1002/rse2.85
- Extreme Value Snow Water Equivalent and Snowmelt for Infrastructure Design Over the Contiguous United States E. Cho & J. Jacobs https://doi.org/10.1029/2020WR028126
- Fine-Resolution Satellite Remote Sensing Improves Spatially Distributed Snow Modeling to Near Real Time G. Sexstone et al. https://doi.org/10.3390/rs17101704
- Collaborative wildlife–snow science: Integrating wildlife and snow expertise to improve research and management A. Reinking et al. https://doi.org/10.1002/ecs2.4094
- Navigating snowscapes: scale‐dependent responses of mountain sheep to snowpack properties P. Mahoney et al. https://doi.org/10.1002/eap.1773
- 100 Years of Progress in Hydrology C. Peters-Lidard et al. https://doi.org/10.1175/AMSMONOGRAPHS-D-18-0019.1
- Evaluation and bias correction of SNODAS snow water equivalent (SWE) for streamflow simulation in eastern Canadian basins Z. Zahmatkesh et al. https://doi.org/10.1080/02626667.2019.1660780
- How Does Snow Persistence Relate to Annual Streamflow in Mountain Watersheds of the Western U.S. With Wet Maritime and Dry Continental Climates? J. Hammond et al. https://doi.org/10.1002/2017WR021899
- An Overview of Snow Water Equivalent: Methods, Challenges, and Future Outlook M. Taheri & A. Mohammadian https://doi.org/10.3390/su141811395
- Inroads of remote sensing into hydrologic science during the WRR era D. Lettenmaier et al. https://doi.org/10.1002/2015WR017616
- Effects of shifting snowmelt regimes on the hydrology of non-alpine temperate landscapes C. Ford et al. https://doi.org/10.1016/j.jhydrol.2020.125517
- The missing drifts: snow density heterogeneity from wind-packing exacerbates systematic underestimation of deep snow storage from the scale of nivation hollows to mountain ranges E. Boardman et al. https://doi.org/10.5194/tc-20-4877-2026
- Characterizing Biases in Mountain Snow Accumulation From Global Data Sets M. Wrzesien et al. https://doi.org/10.1029/2019WR025350
- Improving Snow Water Equivalent Maps With Machine Learning of Snow Survey and Lidar Measurements P. Broxton et al. https://doi.org/10.1029/2018WR024146
- Using a fixed-wing UAS to map snow depth distribution: an evaluation at peak accumulation C. De Michele et al. https://doi.org/10.5194/tc-10-511-2016
- Combining snowpack modeling and terrestrial laser scanner observations improves the simulation of small scale snow dynamics J. Revuelto et al. https://doi.org/10.1016/j.jhydrol.2015.12.015
- Can Convection‐Permitting Modeling Provide Decent Precipitation for Offline High‐Resolution Snowpack Simulations Over Mountains? C. He et al. https://doi.org/10.1029/2019JD030823
- Laser vision: lidar as a transformative tool to advance critical zone science A. Harpold et al. https://doi.org/10.5194/hess-19-2881-2015
- Spatial snow water equivalent estimation for mountainous areas using wireless-sensor networks and remote-sensing products Z. Zheng et al. https://doi.org/10.1016/j.rse.2018.05.029
- Historical changes in snow conditions for skiing across the contiguous United States based on SNODAS-validated CONUS404 reanalysis H. Bauer et al. https://doi.org/10.1088/2515-7620/ae3fee
- Technical report: The design and evaluation of a basin‐scale wireless sensor network for mountain hydrology Z. Zhang et al. https://doi.org/10.1002/2016WR019619
- Impact of Surface Albedo Assimilation on Snow Estimation S. Kumar et al. https://doi.org/10.3390/rs12040645
- Forest carbon uptake as influenced by snowpack and length of photosynthesis season in seasonally snow-covered forests of North America J. Yang et al. https://doi.org/10.1016/j.agrformet.2024.110054
- Evaluation of Remotely Sensed Snow Water Equivalent and Snow Cover Extent over the Contiguous United States N. Dawson et al. https://doi.org/10.1175/JHM-D-18-0007.1
- Determining the impact of a severe dry to wet transition on watershed hydrodynamics in California, USA with an integrated hydrologic model F. Maina et al. https://doi.org/10.1016/j.jhydrol.2019.124358
- Quantifying regional variability of machine-learning-based snow water equivalent estimates across the Western United States D. Liljestrand et al. https://doi.org/10.1016/j.envsoft.2024.106053
- Corrigendum M. Wrzesien et al. https://doi.org/10.1175/JHM-D-17-0175.1
- Modelling Snowmelt in Ungauged Catchments C. Massmann https://doi.org/10.3390/w11020301
39 citations as recorded by crossref.
- The role of meteorological forcing and snow model complexity in winter glacier mass balance estimation, Columbia River basin, Canada M. Mortezapour et al. https://doi.org/10.1002/hyp.13929
- Evaluation of SNODAS Snow Water Equivalent in Western Canada and Assimilation Into a Cold Region Hydrological Model Z. Lv et al. https://doi.org/10.1029/2019WR025333
- Assimilation of blended in situ-satellite snow water equivalent into the National Water Model for improving hydrologic simulation in two US river basins Y. Gan et al. https://doi.org/10.1016/j.scitotenv.2022.156567
- Snowpack relative permittivity and density derived from near‐coincident lidar and ground‐penetrating radar R. Bonnell et al. https://doi.org/10.1002/hyp.14996
- Improvement of operational airborne gamma radiation snow water equivalent estimates using SMAP soil moisture E. Cho et al. https://doi.org/10.1016/j.rse.2020.111668
- Comparison of Methods to Estimate Snow Water Equivalent at the Mountain Range Scale: A Case Study of the California Sierra Nevada M. Wrzesien et al. https://doi.org/10.1175/JHM-D-16-0246.1
- Parameterizations of Snow Cover, Snow Albedo and Snow Density in Land Surface Models: A Comparative Review W. Lee et al. https://doi.org/10.1007/s13143-023-00344-2
- Physically Constrained Fusion of Sentinel-1 and ERA5-Land for Daily 500-m Snow-Depth Retrieval Across Northern Hemisphere Mountains C. Zhang et al. https://doi.org/10.1109/TGRS.2026.3713174
- Regional sensitivities of seasonal snowpack to elevation, aspect, and vegetation cover in western North America C. Tennant et al. https://doi.org/10.1002/2016WR019374
- Now you see it, now you don't: a case study of ephemeral snowpacks and soil moisture response in the Great Basin, USA R. Petersky & A. Harpold https://doi.org/10.5194/hess-22-4891-2018
- Intercomparison of snow water equivalent products in the Sierra Nevada California using airborne snow observatory data and ground observations K. Yang et al. https://doi.org/10.3389/feart.2023.1106621
- Looking beyond wildlife: using remote cameras to evaluate accuracy of gridded snow data A. Sirén et al. https://doi.org/10.1002/rse2.85
- Extreme Value Snow Water Equivalent and Snowmelt for Infrastructure Design Over the Contiguous United States E. Cho & J. Jacobs https://doi.org/10.1029/2020WR028126
- Fine-Resolution Satellite Remote Sensing Improves Spatially Distributed Snow Modeling to Near Real Time G. Sexstone et al. https://doi.org/10.3390/rs17101704
- Collaborative wildlife–snow science: Integrating wildlife and snow expertise to improve research and management A. Reinking et al. https://doi.org/10.1002/ecs2.4094
- Navigating snowscapes: scale‐dependent responses of mountain sheep to snowpack properties P. Mahoney et al. https://doi.org/10.1002/eap.1773
- 100 Years of Progress in Hydrology C. Peters-Lidard et al. https://doi.org/10.1175/AMSMONOGRAPHS-D-18-0019.1
- Evaluation and bias correction of SNODAS snow water equivalent (SWE) for streamflow simulation in eastern Canadian basins Z. Zahmatkesh et al. https://doi.org/10.1080/02626667.2019.1660780
- How Does Snow Persistence Relate to Annual Streamflow in Mountain Watersheds of the Western U.S. With Wet Maritime and Dry Continental Climates? J. Hammond et al. https://doi.org/10.1002/2017WR021899
- An Overview of Snow Water Equivalent: Methods, Challenges, and Future Outlook M. Taheri & A. Mohammadian https://doi.org/10.3390/su141811395
- Inroads of remote sensing into hydrologic science during the WRR era D. Lettenmaier et al. https://doi.org/10.1002/2015WR017616
- Effects of shifting snowmelt regimes on the hydrology of non-alpine temperate landscapes C. Ford et al. https://doi.org/10.1016/j.jhydrol.2020.125517
- The missing drifts: snow density heterogeneity from wind-packing exacerbates systematic underestimation of deep snow storage from the scale of nivation hollows to mountain ranges E. Boardman et al. https://doi.org/10.5194/tc-20-4877-2026
- Characterizing Biases in Mountain Snow Accumulation From Global Data Sets M. Wrzesien et al. https://doi.org/10.1029/2019WR025350
- Improving Snow Water Equivalent Maps With Machine Learning of Snow Survey and Lidar Measurements P. Broxton et al. https://doi.org/10.1029/2018WR024146
- Using a fixed-wing UAS to map snow depth distribution: an evaluation at peak accumulation C. De Michele et al. https://doi.org/10.5194/tc-10-511-2016
- Combining snowpack modeling and terrestrial laser scanner observations improves the simulation of small scale snow dynamics J. Revuelto et al. https://doi.org/10.1016/j.jhydrol.2015.12.015
- Can Convection‐Permitting Modeling Provide Decent Precipitation for Offline High‐Resolution Snowpack Simulations Over Mountains? C. He et al. https://doi.org/10.1029/2019JD030823
- Laser vision: lidar as a transformative tool to advance critical zone science A. Harpold et al. https://doi.org/10.5194/hess-19-2881-2015
- Spatial snow water equivalent estimation for mountainous areas using wireless-sensor networks and remote-sensing products Z. Zheng et al. https://doi.org/10.1016/j.rse.2018.05.029
- Historical changes in snow conditions for skiing across the contiguous United States based on SNODAS-validated CONUS404 reanalysis H. Bauer et al. https://doi.org/10.1088/2515-7620/ae3fee
- Technical report: The design and evaluation of a basin‐scale wireless sensor network for mountain hydrology Z. Zhang et al. https://doi.org/10.1002/2016WR019619
- Impact of Surface Albedo Assimilation on Snow Estimation S. Kumar et al. https://doi.org/10.3390/rs12040645
- Forest carbon uptake as influenced by snowpack and length of photosynthesis season in seasonally snow-covered forests of North America J. Yang et al. https://doi.org/10.1016/j.agrformet.2024.110054
- Evaluation of Remotely Sensed Snow Water Equivalent and Snow Cover Extent over the Contiguous United States N. Dawson et al. https://doi.org/10.1175/JHM-D-18-0007.1
- Determining the impact of a severe dry to wet transition on watershed hydrodynamics in California, USA with an integrated hydrologic model F. Maina et al. https://doi.org/10.1016/j.jhydrol.2019.124358
- Quantifying regional variability of machine-learning-based snow water equivalent estimates across the Western United States D. Liljestrand et al. https://doi.org/10.1016/j.envsoft.2024.106053
- Corrigendum M. Wrzesien et al. https://doi.org/10.1175/JHM-D-17-0175.1
- Modelling Snowmelt in Ungauged Catchments C. Massmann https://doi.org/10.3390/w11020301
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