Temperature Data Assimilation with Salinity Corrections
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Home > Reference > Research and information: general > Research methods: general > Temperature Data Assimilation with Salinity Corrections: Validation for the Nsipp Ocean Data Assimilation System in the Tropical Pacific Ocean, 1993-1998
Temperature Data Assimilation with Salinity Corrections: Validation for the Nsipp Ocean Data Assimilation System in the Tropical Pacific Ocean, 1993-1998

Temperature Data Assimilation with Salinity Corrections: Validation for the Nsipp Ocean Data Assimilation System in the Tropical Pacific Ocean, 1993-1998


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About the Book

The NASA Seasonal-to-Interannual Prediction Project (NSIPP) has developed an Ocean data assimilation system to initialize the quasi-isopycnal ocean model used in our experimental coupled-model forecast system. Initial tests of the system have focused on the assimilation of temperature profiles in an optimal interpolation framework. It is now recognized that correction of temperature only often introduces spurious water masses. The resulting density distribution can be statically unstable and also have a detrimental impact on the velocity distribution. Several simple schemes have been developed to try to correct these deficiencies. Here the salinity field is corrected by using a scheme which assumes that the temperature-salinity relationship of the model background is preserved during the assimilation. The scheme was first introduced for a zlevel model by Troccoli and Haines (1999). A large set of subsurface observations of salinity and temperature is used to cross-validate two data assimilation experiments run for the 6-year period 1993-1998. In these two experiments only subsurface temperature observations are used, but in one case the salinity field is also updated whenever temperature observations are available.Troccoli, Alberto and Rienecker, Michele M. and Keppenne, Christian L. and Johnson, Gregory C.Goddard Space Flight CenterOCEAN DATA ACQUISITIONS SYSTEMS; TEMPERATURE PROFILES; ANNUAL VARIATIONS; NASA PROGRAMS; SALINITY; PACIFIC OCEAN; TROPICAL REGIONS; VELOCITY DISTRIBUTION; WATER; INTERPOLATION; OCEAN MODELS; ROOT-MEAN-SQUARE ERRORS; DATA PROCESSING


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Product Details
  • ISBN-13: 9781721013609
  • Publisher: Createspace Independent Publishing Platform
  • Publisher Imprint: Createspace Independent Publishing Platform
  • Height: 279 mm
  • No of Pages: 34
  • Spine Width: 2 mm
  • Weight: 104 gr
  • ISBN-10: 1721013601
  • Publisher Date: 11 Jun 2018
  • Binding: Paperback
  • Language: English
  • Returnable: N
  • Sub Title: Validation for the Nsipp Ocean Data Assimilation System in the Tropical Pacific Ocean, 1993-1998
  • Width: 216 mm


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Temperature Data Assimilation with Salinity Corrections: Validation for the Nsipp Ocean Data Assimilation System in the Tropical Pacific Ocean, 1993-1998
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