What is the reason that a contaminated airfoil stalls earlier given that the boundary layer characteristics are the same?
But they are not the same! This problem had already been studied to death by at least 50 years ago, and now there has been nearly a century of study on exactly this problem. F.X. Wortmann has commented on this before saying that the issue lies with the fact that the laminar boundary layer downstream of the instability point is a strong amplifier for incoming perturbations. Wortmann makes note of a rather startling fact: 'If we compare the roughness height, which will not shift the transition and not increase skin friction, we find for higher Reynolds numbers that the turbulent boundary layer requires usually a smoother surface than the laminar flow…’
In particular, if the laminar boundary layer is prematurely tripped to become turbulent, the relationship between momentum thickness and displacement thickness becomes altered and the turbulent boundary layer becomes loaded by the intense pressure gradient. Consequently, the turbulent boundary layer can no longer remain attached against the increasing pressure gradient and therefore becomes abruptly detached. As Wortmann notes, ‘[t]his… example illuminates the well-known fact that changes in surface condition and hence boundary layer condition at the nose [of the airfoil] can have drastic effects near maximum lift. Sometimes one [wishes the] designer[s], builders and users of aircraft would be more aware of this fact.’
Reference: Wortmann, FX, 1976. Airfoil Synthesis Techniques. Institut fur Aerodynamik und Gasdynamik, Stuttgart, in cooperation with Department of Aerospace Engineering, University of Texas, Arlington. A scanned third-order copy with Wortmann’s hand-written margin notes, is available on the internet. Read carefully and understand the math. Richard Eppler has also exhaustively investigated turbulent separation.