“…By defining the angle of attack for a protruding spherical cap on the basis of the ratio between the protruding height and the planar radius measured at half height, as done in the case of hills (Ferreira et al, 1995), the critical protrusion level P c1 corresponds to an angle of attack of approximately 25°-30°, for which the development of horseshoe vortices was observed for cylinders, cones and spherical caps investigated for varying inclinations, side-slopes and protrusion levels, respectively (Euler et al, 2014;Okamoto et al, 1977;Raus, 2019). Furthermore, for a square pattern of spherical caps over an immobile flat rough bed, Raus et al (2019) observed the development of a shear layer at the top of the spheres for P = 0.2, which reaches the underlying bed causing locally enhanced turbulence. The increase in erosion rate observed for P c1 < P < P c2 can be connected to an increase in shear-layer intensity, which Raus et al (2019) showed to increase with P. It is further expected that the intensity of the horseshoe vortex increases as the induced scour hole deepens, as observed in scouring processes around vertical cylinders (Dey & Raikar, 2007;Muzzammil & Gangadhariah, 2003), contributing to the erosion-rate enhancement.…”