Explicit algebraic stress models that are valid for three-dimensional
turbulent flows in non-inertial frames are systematically derived from
a hierarchy of second-order closure models. This represents a general
ization of the model derived by Pope (1975) who based his analysis on
the Launder, Reece & Rodi model restricted to two-dimensional turbulen
t flows in an inertial frame. The relationship between the new models
and traditional algebraic stress models - as well as anisotropic eddy
viscosity models - is theoretically established. A need for regulariza
tion is demonstrated in an effort to explain why traditional algebraic
stress models have failed in complex flows. It is also shown that the
se explicit algebraic stress models can shed new light on what second-
order closure models predict for the equilibrium states of homogeneous
turbulent flows and can serve as a useful alternative in practical co
mputations.