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global data assimilation system.
Initial conditions are derived from the global forecasting system (GFS) initial condition model which comes from the gridpoint statistical interpolation (GSI) global data assimilation system (GDAS) and it incorporates a 3D-Var (Three Dimensional Variational Data Assimilation) method to continuously update the background fields used for the initial condition.
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Derber, J. & Rosati, A. A global oceanic data assimilation system.
Rodell, M. et al. The global land data assimilation system.
Behringer, D. W., and Y. Xue, 2004: Evaluation of the global ocean data assimilation system at NCEP: The Pacific Ocean.
global land data assimilation system.
The Noah land surface model (Ek et al. 2003) is employed in the CFS in both the coupled land atmosphere ocean model to provide land-surface prediction of surface fluxes (surface boundary conditions), and in the global land data assimilation system (GLDAS) to provide the land surface analysis and evolving land states.
A global data assimilation and forecast system, the NASA GEOS-5, is used to assimilate all satellite and conventional data sets used operationally for numerical weather prediction.
This work uses the NASA global data assimilation and forecasting system GEOS-5, developed by the Global Modeling and Assimilation Office.
Dee et al. The ERA-Interim reanalysis: configuration and performance of the data assimilation system.
Dee, D. P. et al. The ERA-Interim reanalysis: configuration and performance of the data assimilation system.
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