Articles | Volume 19, issue 7
https://doi.org/10.5194/hess-19-3153-2015
© 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/hess-19-3153-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Exploring the impact of forcing error characteristics on physically based snow simulations within a global sensitivity analysis framework
M. S. Raleigh
CORRESPONDING AUTHOR
National Center for Atmospheric Research, Boulder, Colorado, USA
J. D. Lundquist
Civil and Environmental Engineering, University of Washington, Seattle, Washington, USA
M. P. Clark
National Center for Atmospheric Research, Boulder, Colorado, USA
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117 citations as recorded by crossref.
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- Using snow depth observations to provide insight into the quality of snowpack simulations for regional-scale avalanche forecasting S. Horton & P. Haegeli 10.5194/tc-16-3393-2022
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- A novel approach for bridging the gap between climate change scenarios and avalanche hazard indication mapping G. Ortner et al. 10.1016/j.coldregions.2024.104355
- A Finite Volume Blowing Snow Model for Use With Variable Resolution Meshes C. Marsh et al. 10.1029/2019WR025307
- Satellite-derived products of solar and longwave irradiances used for snowpack modelling in mountainous terrain L. Quéno et al. 10.5194/hess-24-2083-2020
- Toward Snow Cover Estimation in Mountainous Areas Using Modern Data Assimilation Methods: A Review C. Largeron et al. 10.3389/feart.2020.00325
- Evaluating the utility of active microwave observations as a snow mission concept using observing system simulation experiments E. Cho et al. 10.5194/tc-17-3915-2023
- Precipitation biases and snow physics limitations drive the uncertainties in macroscale modeled snow water equivalent E. Cho et al. 10.5194/hess-26-5721-2022
- Use of Sentinel-1 radar observations to evaluate snowmelt dynamics in alpine regions C. Marin et al. 10.5194/tc-14-935-2020
- What has Global Sensitivity Analysis ever done for us? A systematic review to support scientific advancement and to inform policy-making in earth system modelling T. Wagener & F. Pianosi 10.1016/j.earscirev.2019.04.006
- Sensitivity of snow models to the accuracy of meteorological forcings in mountain environments S. Terzago et al. 10.5194/hess-24-4061-2020
- Snow Sublimation in Mountain Environments and Its Sensitivity to Forest Disturbance and Climate Warming G. Sexstone et al. 10.1002/2017WR021172
- Downscaling Snow Deposition Using Historic Snow Depth Patterns: Diagnosing Limitations From Snowfall Biases, Winter Snow Losses, and Interannual Snow Pattern Repeatability J. Pflug et al. 10.1029/2021WR029999
- WITHDRAWN: Incorporating IMERG satellite precipitation uncertainty into seasonal and peak streamflow predictions using the Hillslope Link hydrological model S. Hartke et al. 10.1016/j.jhydrol.2022.129012
- Spatiotemporal patterns of precipitation inferred from streamflow observations across the Sierra Nevada mountain range B. Henn et al. 10.1016/j.jhydrol.2016.08.009
- A multiphysical ensemble system of numerical snow modelling M. Lafaysse et al. 10.5194/tc-11-1173-2017
- Evaluation of Uncertainties in Input Data and Parameters of a Hydrological Model Using a Bayesian Framework: A Case Study of a Snowmelt–Precipitation-Driven Watershed J. Zhang et al. 10.1175/JHM-D-15-0236.1
- Fractional snow-covered area: scale-independent peak of winter parameterization N. Helbig et al. 10.5194/tc-15-615-2021
- Examining the operational use of avalanche problems with decision trees and model-generated weather and snowpack variables S. Horton et al. 10.5194/nhess-20-3551-2020
- A large-scale validation of snowpack simulations in support of avalanche forecasting focusing on critical layers F. Herla et al. 10.5194/nhess-24-2727-2024
- Including Parameter Uncertainty in an Intercomparison of Physically-Based Snow Models D. Günther et al. 10.3389/feart.2020.542599
- A 7-year dataset for driving and evaluating snow models at an Arctic site (Sodankylä, Finland) R. Essery et al. 10.5194/gi-5-219-2016
- Multi-scale soil moisture data and process-based modeling reveal the importance of lateral groundwater flow in a subarctic catchment J. Nousu et al. 10.5194/hess-28-4643-2024
- Does Data Availability Constrain Temperature-Index Snow Models? A Case Study in a Humid Boreal Forest A. Parajuli et al. 10.3390/w12082284
- Independent Evaluation of Frozen Precipitation from WRF and PRISM in the Olympic Mountains W. Currier et al. 10.1175/JHM-D-17-0026.1
- How Does Availability of Meteorological Forcing Data Impact Physically Based Snowpack Simulations?* M. Raleigh et al. 10.1175/JHM-D-14-0235.1
- On the assimilation of optical reflectances and snow depth observations into a detailed snowpack model L. Charrois et al. 10.5194/tc-10-1021-2016
- An assessment of differences in gridded precipitation datasets in complex terrain B. Henn et al. 10.1016/j.jhydrol.2017.03.008
- Spatial Variability in Seasonal Snowpack Trends across the Rio Grande Headwaters (1984–2017) G. Sexstone et al. 10.1175/JHM-D-20-0077.1
- Multi-physics ensemble snow modelling in the western Himalaya D. Pritchard et al. 10.5194/tc-14-1225-2020
- 57 years (1960–2017) of snow and meteorological observations from a mid-altitude mountain site (Col de Porte, France, 1325 m of altitude) Y. Lejeune et al. 10.5194/essd-11-71-2019
- Thermal infrared shadow-hiding in GOES-R ABI imagery: snow and forest temperature observations from the SnowEx 2020 Grand Mesa field campaign S. Pestana et al. 10.5194/tc-18-2257-2024
- Windmapper: An Efficient Wind Downscaling Method for Hydrological Models C. Marsh et al. 10.1029/2022WR032683
- Interpreting Sentinel-1 SAR Backscatter Signals of Snowpack Surface Melt/Freeze, Warming, and Ripening, through Field Measurements and Physically-Based SnowModel J. Lund et al. 10.3390/rs14164002
- Observations and simulations of the seasonal evolution of snowpack cold content and its relation to snowmelt and the snowpack energy budget K. Jennings et al. 10.5194/tc-12-1595-2018
- Spatial and temporal patterns of snowmelt refreezing in a Himalayan catchment S. Veldhuijsen et al. 10.1017/jog.2021.101
- Projected climate change impacts on skiing and snowmobiling: A case study of the United States C. Wobus et al. 10.1016/j.gloenvcha.2017.04.006
- Improving hydropower inflow forecasts by assimilating snow data J. Magnusson et al. 10.2166/nh.2020.025
- Simulation and Assimilation of Passive Microwave Data Using a Snowpack Model Coupled to a Calibrated Radiative Transfer Model Over Northeastern Canada F. Larue et al. 10.1029/2017WR022132
- Hyper-resolution ensemble-based snow reanalysis in mountain regions using clustering J. Fiddes et al. 10.5194/hess-23-4717-2019
- A particle filter scheme for multivariate data assimilation into a point-scale snowpack model in an Alpine environment G. Piazzi et al. 10.5194/tc-12-2287-2018
- Snow Level From Post‐Processing of Atmospheric Model Improves Snowfall Estimate and Snowpack Prediction in Mountains V. Vionnet et al. 10.1029/2021WR031778
- Towards the assimilation of satellite reflectance into semi-distributed ensemble snowpack simulations B. Cluzet et al. 10.1016/j.coldregions.2019.102918
- Sensitivity of modeled snow stability data to meteorological input uncertainty B. Richter et al. 10.5194/nhess-20-2873-2020
- Forcing the SURFEX/Crocus snow model with combined hourly meteorological forecasts and gridded observations in southern Norway H. Luijting et al. 10.5194/tc-12-2123-2018
- 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. 10.1016/j.scitotenv.2022.156567
- Assessing the uncertainty of glacier mass-balance simulations in the European Arctic based on variance decomposition T. Sauter & F. Obleitner 10.5194/gmd-8-3911-2015
- Particle Filter Data Assimilation of Monthly Snow Depth Observations Improves Estimation of Snow Density and SWE E. Smyth et al. 10.1029/2018WR023400
- ESM-SnowMIP: assessing snow models and quantifying snow-related climate feedbacks G. Krinner et al. 10.5194/gmd-11-5027-2018
- Quantification and attribution of errors in the simulated annual gross primary production and latent heat fluxes by two global land surface models J. Li et al. 10.1002/2015MS000583
- Improving the Spatial Distribution of Snow Cover Simulations by Assimilation of Satellite Stereoscopic Imagery C. Deschamps‐Berger et al. 10.1029/2021WR030271
- Sensitivity of Snow Simulations to Different Atmospheric Forcing Data Sets in the Land Surface Model CAS‐LSM Y. Wang et al. 10.1029/2019JD032001
- A simple algorithm for identifying periods of snow accumulation on a radiometer K. Lapo et al. 10.1002/2015WR017590
- Evaluating long‐term One‐Way Atmosphere‐Hydrology simulations and the impacts of Two‐Way coupling in four mountain watersheds W. Rudisill et al. 10.1002/hyp.14578
- Lead-lag correlations between snow cover and meteorological factors at multi-time scales in the Tibetan Plateau under climate warming X. Qiao et al. 10.1007/s00704-021-03802-x
- Snow process estimation over the extratropical Andes using a data assimilation framework integrating MERRA data and Landsat imagery G. Cortés et al. 10.1002/2015WR018376
- Snowpack modelling in the Pyrenees driven by kilometric-resolution meteorological forecasts L. Quéno et al. 10.5194/tc-10-1571-2016
- Seasonal Peak Snow Predictability Derived From Early‐Season Snow in North America J. Lundquist et al. 10.1029/2023GL103802
- Management Implications of Snowpack Sensitivity to Temperature and Atmospheric Moisture Changes in Yosemite National Park, CA J. Roche et al. 10.1111/1752-1688.12647
- 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
- CrocO_v1.0: a particle filter to assimilate snowpack observations in a spatialised framework B. Cluzet et al. 10.5194/gmd-14-1595-2021
- Multi-component ensembles of future meteorological and natural snow conditions for 1500 m altitude in the Chartreuse mountain range, Northern French Alps D. Verfaillie et al. 10.5194/tc-12-1249-2018
- Impacts of Subgrid Temperature Distribution Along Elevation Bands in Snowpack Modeling: Insights From a Suite of Andean Catchments O. Murillo et al. 10.1029/2022WR032113
- Effects of extreme drought events on vegetation activity from the perspectives of meteorological and soil droughts in southwestern China F. Huang et al. 10.1016/j.scitotenv.2023.166562
- Snow model comparison to simulate snow depth evolution and sublimation at point scale in the semi-arid Andes of Chile A. Voordendag et al. 10.5194/tc-15-4241-2021
- When and Where Are Multiple Snow Layers Important for Simulations of Snow Accumulation and Melt? N. Cristea et al. 10.1029/2020WR028993
- Investigating the Error Propagation from Satellite-Based Input Precipitation to Output Water Quality Indicators Simulated by a Hydrologic Model J. Solakian et al. 10.3390/rs12223728
- Forcing and evaluating detailed snow cover models with stratigraphy observations L. Viallon-Galinier et al. 10.1016/j.coldregions.2020.103163
- Quantification of the radiative impact of light-absorbing particles during two contrasted snow seasons at Col du Lautaret (2058 m a.s.l., French Alps) F. Tuzet et al. 10.5194/tc-14-4553-2020
- Hydrologic Model Sensitivity to Temporal Aggregation of Meteorological Forcing Data: A Case Study for the Contiguous United States A. Van Beusekom et al. 10.1175/JHM-D-21-0111.1
- A genetic particle filter scheme for univariate snow cover assimilation into Noah-MP model across snow climates Y. You et al. 10.5194/hess-27-2919-2023
- SnowPappus v1.0, a blowing-snow model for large-scale applications of the Crocus snow scheme M. Baron et al. 10.5194/gmd-17-1297-2024
- Development of a “nature run” for observing system simulation experiments (OSSEs) for snow mission development 10.1175/JHM-D-21-0071.1
- Identifying snowfall elevation patterns by assimilating satellite-based snow depth retrievals M. Girotto et al. 10.1016/j.scitotenv.2023.167312
- 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
- Implications of observation-enhanced energy-balance snowmelt simulations for runoff modeling of Alpine catchments N. Griessinger et al. 10.1016/j.advwatres.2019.103410
- The Challenges of Simulating SWE Beneath Forest Canopies are Reduced by Data Assimilation of Snow Depth E. Smyth et al. 10.1029/2021WR030563
- Incorporating IMERG satellite precipitation uncertainty into seasonal and peak streamflow predictions using the Hillslope Link hydrological model S. Hartke et al. 10.1016/j.hydroa.2023.100148
- Canopy structure, topography, and weather are equally important drivers of small-scale snow cover dynamics in sub-alpine forests G. Mazzotti et al. 10.5194/hess-27-2099-2023
- The sensitivity of modeled snow accumulation and melt to precipitation phase methods across a climatic gradient K. Jennings & N. Molotch 10.5194/hess-23-3765-2019
- The Changing Character of the California Sierra Nevada as a Natural Reservoir A. Rhoades et al. 10.1029/2018GL080308
- Sub-kilometer Precipitation Datasets for Snowpack and Glacier Modeling in Alpine Terrain V. Vionnet et al. 10.3389/feart.2019.00182
- Improving Robustness of Hydrologic Ensemble Predictions Through Probabilistic Pre‐ and Post‐Processing in Sequential Data Assimilation S. Wang et al. 10.1002/2018WR022546
- Operational snow-hydrological modeling for Switzerland R. Mott et al. 10.3389/feart.2023.1228158
- Evaluating Ecohydrological Model Sensitivity to Input Variability with an Information-Theory-Based Approach M. Farahani et al. 10.3390/e24070994
- Multi-Criteria Evaluation of Snowpack Simulations in Complex Alpine Terrain Using Satellite and In Situ Observations J. Revuelto et al. 10.3390/rs10081171
- Ensemble-based assimilation of fractional snow-covered area satellite retrievals to estimate the snow distribution at Arctic sites K. Aalstad et al. 10.5194/tc-12-247-2018
- Improvements in the land surface configuration to better simulate seasonal snow cover in the European Alps with the CNRM-AROME (cycle 46) convection-permitting regional climate model D. Monteiro et al. 10.5194/gmd-17-7645-2024
- Integrating field observations and process-based modeling to predict watershed water quality under environmental perturbations X. Chen et al. 10.1016/j.jhydrol.2020.125762
- Exploring the potential of thermal infrared remote sensing to improve a snowpack model through an observing system simulation experiment E. Alonso-González et al. 10.5194/tc-17-3329-2023
- GABLS4 intercomparison of snow models at Dome C in Antarctica P. Le Moigne et al. 10.5194/tc-16-2183-2022
- Precipitation Analysis over the French Alps Using a Variational Approach and Study of Potential Added Value of Ground-Based Radar Observations C. Birman et al. 10.1175/JHM-D-16-0144.1
- A simple snow temperature index model exposes discrepancies between reanalysis snow water equivalent products A. Elias Chereque et al. 10.5194/tc-18-4955-2024
- Improving physically based snow simulations by assimilating snow depths using the particle filter J. Magnusson et al. 10.1002/2016WR019092
- Propagating information from snow observations with CrocO ensemble data assimilation system: a 10-years case study over a snow depth observation network B. Cluzet et al. 10.5194/tc-16-1281-2022
- Uncertainties in Snowpack Simulations—Assessing the Impact of Model Structure, Parameter Choice, and Forcing Data Error on Point‐Scale Energy Balance Snow Model Performance D. Günther et al. 10.1029/2018WR023403
- Moving Land Models Toward More Actionable Science: A Novel Application of the Community Terrestrial Systems Model Across Alaska and the Yukon River Basin Y. Cheng et al. 10.1029/2022WR032204
- Why Do Global Reanalyses and Land Data Assimilation Products Underestimate Snow Water Equivalent? P. Broxton et al. 10.1175/JHM-D-16-0056.1
- Three‐Dimensional Surface Downwelling Longwave Radiation Clear‐Sky Effects in the Upper Colorado River Basin D. Feldman et al. 10.1029/2021GL094605
- How do tradeoffs in satellite spatial and temporal resolution impact snow water equivalent reconstruction? E. Bair et al. 10.5194/tc-17-2629-2023
- Continuous and autonomous snow water equivalent measurements by a cosmic ray sensor on an alpine glacier R. Gugerli et al. 10.5194/tc-13-3413-2019
- Black carbon and dust alter the response of mountain snow cover under climate change M. Réveillet et al. 10.1038/s41467-022-32501-y
- Improving the Informational Value of MODIS Fractional Snow Cover Area Using Fuzzy Logic Based Ensemble Smoother Data Assimilation Frameworks A. Teweldebrhan et al. 10.3390/rs11010028
- Evaluation of Land Surface Subprocesses and Their Impacts on Model Performance With Global Flux Data J. Li et al. 10.1029/2018MS001606
- Uncertainty in Evapotranspiration Inputs Impacts Hydrological Modeling M. Akhter et al. 10.2166/wst.2024.381
- Snow model sensitivity analysis to understand spatial and temporal snow dynamics in a high‐elevation catchment M. Engel et al. 10.1002/hyp.11314
- Assimilation of passive microwave AMSR-2 satellite observations in a snowpack evolution model over northeastern Canada F. Larue et al. 10.5194/hess-22-5711-2018
- Weather-Dependent Nonlinear Microwave Behavior of Seasonal High-Elevation Snowpacks Y. Cao & A. Barros 10.3390/rs12203422
2 citations as recorded by crossref.
- Diagnosing snow accumulation errors in a rain‐snow transitional environment with snow board observations N. Wayand et al. 10.1002/hyp.11002
- Modeling the influence of hypsometry, vegetation, and storm energy on snowmelt contributions to basins during rain‐on‐snow floods N. Wayand et al. 10.1002/2014WR016576
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Short summary
A sensitivity analysis is used to examine how error characteristics (type, distributions, and magnitudes) in meteorological forcing data impact outputs from a physics-based snow model in four climates. Bias and error magnitudes were key factors in model sensitivity and precipitation bias often dominated. However, the relative importance of forcings depended somewhat on the selected model output. Forcing uncertainty was comparable to model structural uncertainty as found in other studies.
A sensitivity analysis is used to examine how error characteristics (type, distributions, and...