M. Janiskova et al., Simplified and regular physical parameterizations for incremental four-dimensional variational assimilation, M WEATH REV, 127(1), 1999, pp. 26-45
A set of physical parameterizations has been developed for inclusion in inc
remental four-dimensional variational assimilation (4D-Var). The goal for t
his physical package is that it be simple, regular (for the efficiency of t
he minimization in 4D-Var), and at the same time realistic enough. The pack
age contains a simplified computation of radiative fluxes, vertical turbule
nt diffusion, orographic gravity waves, deep convection, and stratiform pre
cipitation fluxes. Its tangent-linear and adjoint counterparts have also be
en developed. The validations of the simplified physical parameterizations
and of the tangent-linear model with those included have been done. The imp
ortance of regularization (removing some thresholds in physical parameteriz
ations that can affect the range of validity of the tangent-linear approxim
ation), which arises during validation of the tangent-linear model, is asse
ssed.