Parameterizing turbulent exchange over sea ice in winter

The Surface Heat Budget of the Arctic Ocean (SHEBA) experiment produced 18 000 h of turbulence data from the atmospheric surface layer over sea ice while the ice camp drifted for a year in the Beaufort Gyre. Multiple sites instrumented during SHEBA suggest only two aerodynamic seasons over sea ice. In ‘‘winter’’ (October 1997 through 14 May 1998 and 15 September 1998 through the end of the SHEBA deployment in early October 1998), the ice was compact and snow covered, and the snow was dry enough to drift and blow. In ‘‘summer’’ (15 May through 14 September 1998 in this dataset), the snow melted, and melt ponds and leads appeared and covered as much as 40% of the surface with open water. This paper develops a bulk turbulent flux algorithm to explain the winter data. This algorithm predicts the surface fluxes of momentum, and sensible and latent heat from more readily measured or modeled quantities. A main result of the analysis is that the roughness length for wind speed z0 does not depend on the friction velocity u * in the drifting snow regime (u * $ 0.30 m s 21 ) but, rather, is constant in the SHEBA dataset at about 2.3 3 10 24 m. Previous analyses that found z0 to increase with u * during drifting snow may have suffered from fictitious correlation because u * also appears in z0. The present analysis mitigates this fictitious correlation by plotting measured z0 against the corresponding u * computed from the bulk flux algorithm. Such plots, created with data from six different SHEBA sites, show z0 to be independent of the bulk u * for 0.15 , u * # 0.65 m s 21 . This study also evaluates the roughness lengths for temperature zT and humidity zQ, incorporates new profile stratification corrections for stable stratification, addresses the singularities that often occur in iterative flux algorithms in very light winds, and includes an extensive analysis of whether atmospheric stratification affects z0, zT, and zQ.

[1]  松山 洋 「Statistical Methods in the Atmospheric Sciences(2nd edition), International Geophysics Series 91」, Daniel S. Wilks著, Academic Press, 2005年11月, 648頁, $94.95, ISBN978-0-12-751966-1(本だな) , 2010 .

[2]  E. L. Andreas,et al.  A Bulk Turbulent Air-Sea Flux Algorithm for High-Wind, Spray Conditions , 2008 .

[3]  Edgar L. Andreas,et al.  On the turbulent Prandtl number in the stable atmospheric boundary layer , 2007 .

[4]  Edgar L. Andreas,et al.  SHEBA flux–profile relationships in the stable atmospheric boundary layer , 2007 .

[5]  W. Briggs Statistical Methods in the Atmospheric Sciences , 2007 .

[6]  X. Zeng,et al.  An intercomparison of bulk aerodynamic algorithms used over sea ice with data from the Surface Heat Budget for the Arctic Ocean (SHEBA) experiment , 2006 .

[7]  P. Guest,et al.  Evaluations of the von Kármán constant in the atmospheric surface layer , 2006, Journal of Fluid Mechanics.

[8]  W. Collins,et al.  The Community Climate System Model Version 3 (CCSM3) , 2006 .

[9]  L. Mahrt,et al.  Evaluation of the air‐sea bulk formula and sea‐surface temperature variability from observations , 2006 .

[10]  E. L. Andreas Handbook of Physical Constants and Functions for Use in Atmospheric Boundary Layer Studies , 2005 .

[11]  G. I. Barenblatt,et al.  A note concerning the Lighthill "sandwich model" of tropical cyclones. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[12]  P. Guest,et al.  Stable Boundary-Layer Scaling Regimes: The Sheba Data , 2005 .

[13]  Hendrik Huwald,et al.  Reconciling different observational data sets from Surface Heat Budget of the Arctic Ocean (SHEBA) for model validation purposes , 2005 .

[14]  Vladimir Makin,et al.  A Note on the Drag of the Sea Surface at Hurricane Winds , 2005 .

[15]  Edgar L. Andreas,et al.  Parameterizing turbulent exchange over sea ice: the ice station weddell results , 2005 .

[16]  G. Danabasoglu,et al.  The Community Climate System Model Version 4 , 2011 .

[17]  E. L. Andreas,et al.  Simulations of Snow, Ice, and Near-Surface Atmospheric Processes on Ice Station Weddell , 2004 .

[18]  M. R. van den Broeke,et al.  Numerical Studies with a Regional Atmospheric Climate Model Based on Changes in the Roughness Length for Momentum and Heat Over Antarctica , 2004 .

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

[20]  E. F. Bradley,et al.  Bulk Parameterization of Air–Sea Fluxes: Updates and Verification for the COARE Algorithm , 2003 .

[21]  Judith A. Curry,et al.  Which Bulk Aerodynamic Algorithms are Least Problematic in Computing Ocean Surface Turbulent Fluxes , 2003 .

[22]  P. Bartelt,et al.  A physical SNOWPACK model for the Swiss avalanche warning Part III: meteorological forcing, thin layer formation and evaluation , 2002 .

[23]  Alan K. Betts,et al.  Evaluation of the diurnal cycle of precipitation, surface thermodynamics, and surface fluxes in the ECMWF model using LBA data , 2002 .

[24]  P. Crutzen,et al.  Bromide content of sea-salt aerosol particles collected over the Indian Ocean during INDOEX 1999 , 2002 .

[25]  P. Guest,et al.  Measurements near the Atmospheric Surface Flux Group tower at SHEBA: Near‐surface conditions and surface energy budget , 2002 .

[26]  T. W. Horst,et al.  Near-surface water vapor over polar sea ice is always near ice saturation , 2002 .

[27]  E. L. Andreas Parameterizing Scalar Transfer over Snow and Ice: A Review , 2002 .

[28]  B. Denby,et al.  A comparison of surface renewal theory with the observed roughness length for temperature on a melting glacier surface , 2002 .

[29]  J. Curry,et al.  Surface Heat Budget of the Arctic Ocean , 2002 .

[30]  K. Emanuel,et al.  Effects of Sea Spray on Tropical Cyclone Intensity , 2001 .

[31]  R. Bintanja Surface heat budget of Antarctic snow and blue ice: Interpretation of spatial and temporal variability , 2000 .

[32]  S. Anderson,et al.  A New Look at Calibration and Use of Eppley Precision Infrared Radiometers. Part II: Calibration and Use of the Woods Hole Oceanographic Institution Improved Meteorology Precision Infrared Radiometer* , 1999 .

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

[34]  Larry Mahrt,et al.  Stratified Atmospheric Boundary Layers , 1999 .

[35]  E. F. Bradley,et al.  A New Look at Calibration and Use of Eppley Precision Infrared Radiometers. Part I: Theory and Application , 1998 .

[36]  Robert E. Dickinson,et al.  Intercomparison of Bulk Aerodynamic Algorithms for the Computation of Sea Surface Fluxes Using TOGA COARE and TAO Data , 1998 .

[37]  L. Mahrt Stratified Atmospheric Boundary Layers and Breakdown of Models , 1998 .

[38]  E. L. Andreas The Atmospheric Boundary Layer Over Polar Marine Surfaces. , 1996 .

[39]  E. F. Bradley,et al.  Bulk parameterization of air‐sea fluxes for Tropical Ocean‐Global Atmosphere Coupled‐Ocean Atmosphere Response Experiment , 1996 .

[40]  M. Broeke,et al.  Momentum and scalar transfer coefficients over aerodynamically smooth antarctic surfaces , 1995 .

[41]  E. L. Andreas Air‐ice drag coefficients in the western Weddell Sea: 2. A model based on form drag and drifting snow , 1995 .

[42]  E. L. Andreas,et al.  Air-ice drag coefficients in the western Weddell Sea: 1. Values deduced from profile measurements , 1995 .

[43]  W. Large,et al.  Oceanic vertical mixing: a review and a model with a nonlocal boundary layer parameterization , 1994 .

[44]  S. Larsen,et al.  Measurement of temperature spectra by a sonic anemometer , 1993 .

[45]  H. Diaz,et al.  Recent changes in the North American Arctic boundary layer in winter , 1993 .

[46]  D. Gray,et al.  The Prairie Blowing Snow Model: characteristics, validation, operation , 1993 .

[47]  Jonathan D. W. Kahl,et al.  Low-Level Temperature Inversions of the Eurasian Arctic and Comparisons with Soviet Drifting Station Data , 1992 .

[48]  J. S. Godfrey,et al.  On the turbulent fluxes of buoyancy, heat and moisture at the air-sea interface at low wind speeds , 1991 .

[49]  J. Kaimal,et al.  Another look at sonic thermometry , 1991 .

[50]  Kenneth L. Davidson,et al.  The aerodynamic roughness of different types of sea ice , 1991 .

[51]  Jonathan D. W. Kahl,et al.  Characteristics of the low‐level temperature inversion along the Alaskan Arctic coast , 1990 .

[52]  John W. Pomeroy,et al.  Saltation of snow , 1990 .

[53]  A. Holtslag,et al.  Applied Modeling of the Nighttime Surface Energy Balance over Land , 1988 .

[54]  J. Overland Atmospheric boundary layer structure and drag coefficients over sea ice , 1985 .

[55]  Frans T. M. Nieuwstadt,et al.  Temperature measurement with a sonic anemometer and its application to heat and moisture fluxes , 1983 .

[56]  A. C. Chamberlain Roughness length of sea, sand, and snow , 1983 .

[57]  H. E. Jobson Evaporation Into the Atmosphere: Theory, History, and Applications , 1982 .

[58]  C. Willmott Some Comments on the Evaluation of Model Performance , 1982 .

[59]  Jeff Dozier,et al.  Effect of Viewing Angle on the Infrared Brightness Temperature of Snow , 1982 .

[60]  W. Large,et al.  Sensible and Latent Heat Flux Measurements over the Ocean , 1982 .

[61]  Stephen G. Warren,et al.  Optical Properties of Snow , 1982 .

[62]  W. Liu,et al.  Bulk Parameterization of Air-Sea Exchanges of Heat and Water Vapor Including the Molecular Constraints at the Interface , 1979 .

[63]  B. Hicks,et al.  Momentum, heat and water vapour transfer to and from natural and artificial surfaces , 1973 .

[64]  C. Paulson The Mathematical Representation of Wind Speed and Temperature Profiles in the Unstable Atmospheric Surface Layer , 1970 .

[65]  J. Deardorff Convective Velocity and Temperature Scales for the Unstable Planetary Boundary Layer and for Rayleigh Convection , 1970 .

[66]  P. R. Owen,et al.  Saltation of uniform grains in air , 1964, Journal of Fluid Mechanics.

[67]  Michael Tjernström,et al.  The vertical structure of the lower Arctic troposphere analysed from observations and the ERA‐40 reanalysis , 2009 .

[68]  L. Mahrt Bulk formulation of surface fluxes extended to weak‐wind stable conditions , 2008 .

[69]  William H. Lipscomb,et al.  Scientific description of the sea ice component in the Community Climate System Model , 2004 .

[70]  T. W. Horst,et al.  3.11 TURBULENT TRANSFER COEFFICIENTS AND ROUGHNESS LENGTHS OVER SEA ICE: THE SHEBA RESULTS , 2003 .

[71]  V. Lykossov,et al.  On the friction velocity during blowing snow , 1995 .

[72]  E. Martin,et al.  An Energy and Mass Model of Snow Cover Suitable for Operational Avalanche Forecasting , 1989, Journal of Glaciology.

[73]  Edgar L. Andreas,et al.  A theory for the scalar roughness and the scalar transfer coefficients over snow and sea ice , 1987 .

[74]  U. S. Army Simulations of Snow , Ice , and Near-Surface Atmospheric Processes on Ice Station Weddell , 2022 .