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Spatial Computational Modes in the Centered Finite-Differencing Schemes
Publisher: American Meteorological Society
Abstract: The computational modes associated with a centered finite-differencing scheme in space are studied. The existence and impact of these computational modes in a numerical solution are demonstrated with the use of theoretical ...
Impact of Formulation of Cost Function and Constraints on Three-Dimensional Variational Data Assimilation
Publisher: American Meteorological Society
Abstract: Three-dimensional variational data assimilation (3DVAR) analysis is an important method used at many operational and research institutes in meteorology, for example, the National Centers for Environmental Prediction (NCEP) ...
Assimilating Cloud Optical Depth for Applications to Extreme Weather Events
Publisher: American Meteorological Society
Application of the Multigrid Method to the Two-Dimensional Doppler Radar Radial Velocity Data Assimilation
Publisher: American Meteorological Society
Abstract: In recent years, the Earth System Research Laboratory (ESRL) of the National Oceanic and Atmospheric Administration (NOAA) has developed a space and time mesoscale analysis system (STMAS), which is currently a sequential ...
Diagnosis of Three-Dimensional Water Vapor Using a GPS Network
Publisher: American Meteorological Society
Abstract: In recent years techniques have been developed to obtain integrated water vapor along slant paths between ground-based Global Positioning System (GPS) receivers and the GPS satellites. Results are presented of an observing ...
Rapid Mesoscale Environmental Changes Accompanying Genesis of an Unusual Tornado
Publisher: American Meteorological Society
Abstract: his study documents a very rapid increase in convective instability, vertical wind shear, and mesoscale forcing for ascent leading to the formation of a highly unusual tornado as detected by a ground-based microwave ...
Nonlinear Least Squares En4DVar to 4DEnVar Methods for Data Assimilation: Formulation, Analysis, and Preliminary Evaluation
Publisher: American Meteorological Society
Abstract: AbstractThe En4DVar method is designed to combine the flow-dependent statistical covariance information of EnKF into the traditional 4DVar method. However, the En4DVar method is still hampered by its strong dependence on ...
Multiscale Data Assimilation and Forecasting
Publisher: American Meteorological Society
Application of the Multigrid Data Assimilation Scheme to the China Seas’ Temperature Forecast
Publisher: American Meteorological Society
Abstract: Correlation scales have been used in the traditional scheme of three-dimensional variational data assimilation (3DVAR) to estimate the background (or first guess) error covariance matrix (the ? matrix in brief) for the ...