Surface fluxes for practitioners of global ocean data assimilation

The ability of available ocean surface fluxes to meet the demands of the Global Ocean Data Assimilation Experiment (GODAE) for global, near real time, fields of known uncertainty is examined. Surface flux problems that are discussed in detail include the lack of direct surface measurements to serve as a standard, the difference between fluxes measured at height above the sea and the desired surface fluxes, the complications posed by the need for ocean-ice fluxes, and the large number of global fields required to describe the fluxes. The formulation of the air-sea, ocean-ice and air-ice fluxes of momentum, heat and freshwater, in terms of these fields is detailed from the measurements (including satellite based flux estimates) to the parameterizations. Air-ice fluxes are included to cover the possibility of coupling a sea-ice model within the data assimilation system. The position that there is no one set of flux products that represents the best possible choice for GODAE in all regions and all components is adopted. An alternative merger of a variety of different datasets is described along with objective corrections based on regional and/or short term observations, and ocean model behavior. A flux climatology based on these datasets and observed sea surface temperature is presented as the mean and variability from the seasonal to inter-annual, that GODA flux products should strive to reproduce. The necessary condition of near zero net global heat and freshwater climatological fluxes is demonstrated.

[1]  Seelye Martin,et al.  Variations in Surface Air Temperature Observations in the Arctic, 1979-97. , 2000 .

[2]  John L. Lumley,et al.  The structure of atmospheric turbulence , 1964 .

[3]  Elizabeth C. Kent,et al.  The Southampton Oceanography Centre (SOC) Ocean - Atmosphere, Heat, Momentum and Freshwater Flux Atlas , 1998 .

[4]  N. Busch Fluxes in the surface boundary layer over the sea , 1976 .

[5]  Stephen G. Yeager,et al.  Diurnal to decadal global forcing for ocean and sea-ice models: The data sets and flux climatologies , 2004 .

[6]  E. Deacon Geostrophic drag coefficients , 1973 .

[7]  T. M. Chin,et al.  Basin-Scale, High-Wavenumber Sea Surface Wind Fields from a Multiresolution Analysis of Scatterometer Data , 1998 .

[8]  Michael H. Freilich,et al.  The accuracy of the NSCAT 1 vector winds: Comparisons with National Data Buoy Center buoys , 1999 .

[9]  Peter K. Taylor,et al.  Intercomparison and validation of ocean–atmosphere energy flux fields. Final report of the Joint WCRP/SCOR Working Group on Air–Sea Fluxes (SCOR Working Group 110) , 2000 .

[10]  Fred W. Dobson,et al.  The heat budget at ocean weather station Bravo , 1984 .

[11]  S. Levitus,et al.  Warming of the World Ocean , 2000 .

[12]  E. F. Bradley A shearing stress meter for micrometeorological studies , 1968 .

[13]  K. Katsaros,et al.  Radiation measurements and model results from R/V Oceanographer during STREX 1980 , 1986 .

[14]  H. Charnock Wind stress on a water surface , 1955 .

[15]  O. Smith Applications Of Meteor-Burst Telemetry To Coastal Engineering Data Collection , 1984 .

[16]  A. Baumgartner The world water balance , 1975 .

[17]  G. Danabasoglu,et al.  Modeling global oceanic inter-annual variability (1958-1997): Simulation design and model-data evaluation , 2003 .

[18]  James C. McWilliams,et al.  Sensitivity to Surface Forcing and Boundary Layer Mixing in a Global Ocean Model: Annual-Mean Climatology , 1997 .

[19]  H. Tennekes,et al.  The Logarithmic Wind Profile , 1973 .

[20]  U. Högström Non-dimensional wind and temperature profiles in the atmospheric surface layer: A re-evaluation , 1988 .

[21]  K. Trenberth,et al.  The Effective Drag Coefficient for Evaluating Wind Stress over the Oceans , 1989 .

[22]  G. Schmidt,et al.  Ice–ocean boundary conditions for coupled models , 2004 .

[23]  M. Serreze,et al.  Representation of Mean Arctic Precipitation from NCEP-NCAR and ERA Reanalyses , 2000 .

[24]  R. Reynolds,et al.  The NCEP/NCAR 40-Year Reanalysis Project , 1996, Renewable Energy.

[25]  J. Janowiak,et al.  The Global Precipitation Climatology Project (GPCP) combined precipitation dataset , 1997 .

[26]  J. Garratt Review of Drag Coefficients over Oceans and Continents , 1977 .

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

[28]  David M. Legler,et al.  Quantifying uncertainties in NCEP reanalyses using high-quality research vessel observations , 2001 .

[29]  Philip B. Duffy,et al.  An extended data set of river discharges for validation of general circulation models , 1996 .

[30]  H. U. Roll,et al.  Physics of the marine atmosphere , 1965 .

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

[32]  M. Mcphaden,et al.  What is the mean seasonal cycle of surface heat flux in the equatorial Pacific , 2001 .

[33]  R. Spencer Global Oceanic Precipitation from the MSU during 1979—91 and Comparisons to Other Climatologies , 1993 .

[34]  Carl Wunsch,et al.  Global ocean circulation during 1992-1997, estimated from ocean observations and a general circulation model , 2002 .

[35]  Kenneth L. Davidson,et al.  Ocean Radar Backscatter Relationship with Near-Surface Winds: A Case Study during FASINEX , 1989 .

[36]  R. Payne,et al.  Albedo of the Sea Surface , 1972 .

[37]  D. E. Harrison,et al.  On the Variability of the Net Longwave Radiation at the Ocean Surface (Paper 4R0239) , 1984 .

[38]  P. K. Taylor,et al.  Wind stress measurements from the open ocean , 1996 .

[39]  R. W. Stewart The air-sea momentum exchange , 1974 .

[40]  A. Lacis,et al.  Calculation of radiative fluxes from the surface to top of atmosphere based on ISCCP and other global data sets: Refinements of the radiative transfer model and the input data , 2004 .

[41]  P. Gent The heat budget of the TOGA‐COARE domain in an ocean model , 1991 .

[42]  D. A. Haugen,et al.  An experimental study of Reynolds stress and heat flux in the atmospheric surface layer , 1971 .

[43]  Elizabeth C. Kent,et al.  Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century , 2003 .

[44]  Phillip A. Arkin,et al.  Analyses of Global Monthly Precipitation Using Gauge Observations, Satellite Estimates, and Numerical Model Predictions , 1996 .

[45]  Elizabeth C. Kent,et al.  The Accuracy of Voluntary Observing Ships' Meteorological Observations-Results of the VSOP-NA , 1993 .

[46]  W. Large,et al.  Open Ocean Momentum Flux Measurements in Moderate to Strong Winds , 1981 .

[47]  N. Wells,et al.  Ocean circulation and climate , 2002 .