Salinity Adjustments in the Presence of Temperature Data Assimilation

Abstract This paper is an evaluation of the role of salinity in the framework of temperature data assimilation in a global ocean model that is used to initialize seasonal climate forecasts. It is shown that the univariate assimilation of temperature profiles, without attempting to correct salinity, can induce first-order errors in the subsurface temperature and salinity fields. A recently developed scheme by A. Troccoli and K. Haines is used to improve the salinity field. In this scheme, salinity increments are derived from the observed temperature, by using the model temperature and salinity profiles, assuming that the temperature–salinity relationship in the model profiles is preserved. In addition, the temperature and salinity fields are matched below the observed temperature profile by vertically displacing the original model profiles. Two data assimilation experiments were performed for the 6-yr period 1993–98. These show that the salinity scheme is effective at maintaining the haline and thermal str...

[1]  N. S. Cooper The Effect of Salinity on Tropical Ocean Models , 1988 .

[2]  Richard W. Reynolds,et al.  USE OF SEA LEVEL OBSERVATIONS TO ESTIMATE SALINITY VARIABILITY IN THE TROPICAL PACIFIC , 1999 .

[3]  Femke C. Vossepoel,et al.  Impact of sea level assimilation on salinity variability in the Western Equatorial Pacific , 2000 .

[4]  Gary S. E. Lagerloef,et al.  Sea Surface Salinity: The Next Remote Sensing Challenge , 1995 .

[5]  A. Troccoli,et al.  Use of the Temperature Salinity Relation in a Data Assimilation Context , 1999 .

[6]  Thomas M. Smith,et al.  A High-Resolution Global Sea Surface Temperature Climatology , 1995 .

[7]  M. Mcphaden,et al.  Seasonal Variability in the Equatorial Pacific , 1999 .

[8]  T. Stockdale,et al.  Toward the Use of Altimetry for Operational Seasonal Forecasting , 2000 .

[9]  Anthony Rosati,et al.  The Impact of Ocean Initial Conditions on ENSO Forecasting with a Coupled Model , 1997 .

[10]  Ming Ji,et al.  Use of TOPEX/Poseidon Sea Level Data for Ocean Analyses and ENSO Prediction: Some Early Results , 2000 .

[11]  W. Kessler Interannual Variability of the Subsurface High Salinity Tongue South of the Equator at 165°E* , 1999 .

[12]  Ming Ji,et al.  An Improved Coupled Model for ENSO Prediction and Implications for Ocean Initialization. Part II: The Coupled Model , 1998 .

[13]  Neville Smith,et al.  A univariate statistical interpolation scheme for subsurface thermal analyses in the tropical oceans , 1991 .

[14]  M. Latif,et al.  The Impact of Data Assimilation on ENSO Simulations and Predictions , 1997 .

[15]  P. L. Traon,et al.  AN IMPROVED MAPPING METHOD OF MULTISATELLITE ALTIMETER DATA , 1998 .

[16]  R. Reynolds,et al.  Use of salinity to improve ocean modeling , 1998 .

[17]  Akio Arakawa,et al.  Computational Design of the Basic Dynamical Processes of the UCLA General Circulation Model , 1977 .

[18]  M. Balmaseda,et al.  Global seasonal rainfall forecasts using a coupled ocean–atmosphere model , 1998, Nature.

[19]  R. Pacanowski,et al.  Parameterization of Vertical Mixing in Numerical Models of Tropical Oceans , 1981 .