Design curves and methods for determining friction factors for turbulent flow in closed conduits and tranquil open channel flow; methods are physically realistic, being based on five distinct regimes of turbulence and related to actual physical dimensions of boundary roughness elements.
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Henry M. Morris (1959) studied this question.