Retrieving the balanced winds on the globe as a generalized inverse problem
A generalized inverse technique is applied to retrieve two types of balanced winds that characterize the large-scale dynamics of the atmosphere: rotational winds based upon the linear balance equation and divergent winds based upon the vorticity budget equation. Both balance equations are singular at or near the equator. The balance equations are transformed in spherical harmonic function space to an underdetermined system, for which the scale-weighted, least-squares solution consists of a sum of principal and singular components. The principal components represent the response to the source function for the regular eigenmodes, while the singular components are determined by the projection of an independent measurement on the singular eigenmodes. The method was tested with the NCEP/NCAR reanalysis data in which a quasi-balance condition exists. A realistic balanced wind field is retrievable when the singular components are computed based upon the reanalyzed wind data. (C) 2001 Academic Press.
generalized inversion linear balance equation vorticity budget equation chi problem tropical singularities pseudo inversion minimum-length solution constrained linear inversion similarity transformation