This paper discusses the coupling of the momentum and the Brinkman equations for generalized Newtonian fluids for modeling laminar viscous flow over a porous surface. An analytical model was derived for a Herschel-Bulkley fluid traversing a composite domain consisting of an open channel and an infinite wide porous domain. The analytical results were compared to results that were obtained by means of a single domain approach that were implemented numerically.