SnowSTAR2002 transect reconstruction using a multilayered energy and mass balance snow model

Abstract The lateral and vertical variability of snow stratigraphy was investigated through the comparison of the measured profiles of snow density, temperature, and grain size obtained during the Snow Science Traverse—Alaska Region (SnowSTAR2002) 1200-km transect from Nome to Barrow with model reconstructions from the Snow Thermal Model (SNTHERM), a multilayered energy and mass balance snow model. Model profiles were simulated at the SnowSTAR2002 observation sites using the 40-yr European Centre for Medium-Range Weather Forecasts Re-Analysis (ERA-40) as meteorological forcing. ERA-40 precipitation was rescaled so that the total snow water equivalent (SWE) on the SnowSTAR2002 observation dates equaled the observed values. The mean absolute error (MAE) of measured and simulated snow properties shows that SNTHERM was able to produce good simulations for snowpack temperature but larger errors for grain size and density. A spatial similarity analysis using semivariograms of measured profiles shows that there ...

[1]  B. Hasholt,et al.  East Greenland freshwater runoff to the Greenland‐Iceland‐Norwegian Seas 1999–2004 and 2071–2100 , 2008 .

[2]  Edward J. Kim,et al.  Quantifying Uncertainty in Modeling Snow Microwave Radiance for a Mountain Snowpack at the Point-Scale, Including Stratigraphic Effects , 2008, IEEE Transactions on Geoscience and Remote Sensing.

[3]  D. Verseghy,et al.  Class—A Canadian land surface scheme for GCMS. I. Soil model , 2007 .

[4]  Albin J. Gasiewski,et al.  Impact of Surface Roughness on AMSR-E Sea Ice Products , 2006, IEEE Transactions on Geoscience and Remote Sensing.

[5]  Albin J. Gasiewski,et al.  Microwave Signatures of Snow on Sea Ice: Modeling , 2006, IEEE Transactions on Geoscience and Remote Sensing.

[6]  A. Sterl,et al.  The ERA‐40 re‐analysis , 2005 .

[7]  Kelly Elder,et al.  A Distributed Snow-Evolution Modeling System (SnowModel) , 2004 .

[8]  M. Sturm,et al.  Arctic haze, mercury and the chemical composition of snow across northwestern Alaska , 2004 .

[9]  John H. Bradford,et al.  Snow stratigraphy over a uniform depositional surface: spatial variability and measurement tools , 2003 .

[10]  D. Mocko,et al.  Simulation of high-latitude hydrological processes in the Torne-Kalix basin: PILPS phase 2(e) - 1: Experiment description and summary intercomparisons , 2003 .

[11]  R. Jordan.  Modeling surface exchange and heat transfer for the shallow snow cover at SHEBA , 2003 .

[12]  M. Wigmosta,et al.  Development of Hourly Meteorological Values From Daily Data and Significance to Hydrological Modeling at H.J. Andrews Experimental Forest , 2003 .

[13]  D. Marks,et al.  Simulation of terrain and forest shelter effects on patterns of snow deposition, snowmelt and runoff over a semi‐arid mountain catchment , 2002 .

[14]  Matthew Sturm,et al.  Winter Precipitation Patterns in Arctic Alaska Determined from a Blowing-Snow Model and Snow-Depth Observations , 2002 .

[15]  Eric A. Rosenberg,et al.  A Long-Term Hydrologically Based Dataset of Land Surface Fluxes and States for the Conterminous United States: Update and Extensions* , 2002 .

[16]  Michael Lehning,et al.  An objective snow profile comparison method and its application to SNOWPACK , 2001 .

[17]  Janet P. Hardy,et al.  Incorporating effects of forest litter in a snow process model , 2000 .

[18]  Teruo Aoki,et al.  Effects of snow physical parameters on spectral albedo and bidirectional reflectance of snow surface , 2000 .

[19]  A. Wiesmann,et al.  Microwave Emission Model of Layered Snowpacks , 1999 .

[20]  Andreas Wiesmann,et al.  Extension of the Microwave Emission Model of Layered Snowpacks to Coarse-Grained Snow , 1999 .

[21]  Glen E. Liston,et al.  Interrelationships among Snow Distribution, Snowmelt, and Snow Cover Depletion: Implications for Atmospheric, Hydrologic, and Ecologic Modeling , 1999 .

[22]  Harri Koivusalo,et al.  Surface energy exchange over a boreal snowpack: comparison of two snow energy balance models. , 1999 .

[23]  James B. Domingo,et al.  A spatially distributed energy balance snowmelt model for application in mountain basins , 1999 .

[24]  Edgar L. Andreas,et al.  Heat budget of snow-covered sea ice at North Pole 4 , 1999 .

[25]  S. Running,et al.  An improved algorithm for estimating incident daily solar radiation from measurements of temperature, humidity, and precipitation , 1999 .

[26]  L. Hinzman,et al.  A distributed thermal model for calculating soil temperature profiles and depth of thaw in permafrost regions , 1998 .

[27]  Kenneth M. Hinkel,et al.  Active‐layer thickness in north central Alaska: Systematic sampling, scale, and spatial autocorrelation , 1998 .

[28]  Curtis E. Woodcock,et al.  Variation of snow cover ablation in the boreal forest: A sensitivity study on the effects of conifer canopy , 1997 .

[29]  A. Tait,et al.  Estimation of snow water equivalent using passive microwave radiation data , 1996, IGARSS '96. 1996 International Geoscience and Remote Sensing Symposium.

[30]  E. Waddington,et al.  Air flow and dry deposition of non-sea salt sulfate in polar firn: Paleoclimatic implications , 1993 .

[31]  Piers J. Sellers,et al.  A Simplified Biosphere Model for Global Climate Studies , 1991 .

[32]  S. Colbeck,et al.  The layered character of snow covers , 1991 .

[33]  B. E. Goodison,et al.  Determination Of Areal Snow Water Equivalent On The Canadian Prairies Using Passive Microwave Satellite Data , 1989, 12th Canadian Symposium on Remote Sensing Geoscience and Remote Sensing Symposium,.

[34]  Ramakrishna R. Nemani,et al.  Extrapolation of synoptic meteorological data in mountainous terrain and its use for simulating forest evapotranspiration and photosynthesis , 1987 .

[35]  G. Campbell,et al.  On the relationship between incoming solar radiation and daily maximum and minimum temperature , 1984 .

[36]  S. Colbeck,et al.  Theory of metamorphism of dry snow , 1983 .

[37]  Eizi Akitaya.  Studies on Depth Hoar , 1974 .

[38]  Matthew Sturm,et al.  The snow cover on lakes of the Arctic Coastal Plain of Alaska, U.S.A. , 2003, Journal of Glaciology.

[39]  W. T. Pfeffer,et al.  Temperature gradient and initial snow density as controlling factors in the formation and structure of hard depth hoar , 2002, Journal of Glaciology.

[40]  C. Mätzler.  Relation Between Grain Size and Correlation Length of Snow , 2002 .

[41]  Andreas Wiesmann,et al.  Simulation of microwave emission from physically modeled snowpacks , 2000, Annals of Glaciology.

[42]  A. Nolin,et al.  The changing albedo of the Greenland ice sheet: implications for climate modeling , 1997, Annals of Glaciology.

[43]  D. Tarboton,et al.  Utah Energy Balance Snow Accumulation and Melt Model (UEB) , 1996 .

[44]  V. Singh,et al.  The SLURP model. , 1995 .

[45]  T. Grenfell,et al.  Passive microwave measurements of tundra and taiga snow covers in Alaska, U.S.A. , 1993, Annals of Glaciology.

[46]  Ice.  The international classification for seasonal snow on the ground , 1990 .

[47]  R. Bras.  Hydrology : an introduction to hydrologic science , 1990 .

[48]  S. Colbeck.  Air Movement in Snow Due to Windpumping , 1989, Journal of Glaciology.

[49]  S. Colbeck,et al.  Snow-crystal Growth with Varying Surface Temperatures and Radiation Penetration , 1989, Journal of Glaciology.

[50]  J. Foster,et al.  Nimbus-7 SMMR Derived Global Snow Cover Parameters , 1987, Annals of Glaciology.

[51]  D. Shepard,et al.  Computer Mapping: The SYMAP Interpolation Algorithm , 1984 .

[52]  Jesse A. Logan,et al.  A model for diurnal variation in soil and air temperature , 1981 .

[53]  D. Marbouty.  An Experimental Study of Temperature-Gradient Metamorphism , 1980, Journal of Glaciology.

[54]  R. Armstrong.  An analysis of compressive strain in adjacent temperature-gradient and equi-temperature layers in a natural snow cover , 1980, Journal of Glaciology.

[55]  H. Ahlmann,et al.  Snow Structure and Ski Fields , 1937 .