We have numerically investigated the turbulent flow and sediment grain motion in an open-channel configuration over a subaqueous bed featuring two-dimensional transverse ripples at moderate Reynolds number super-critical Shields values. The simulation data, which were generated by means of particle-resolved direct numerical simulation, are same as our previous work (Kidanemariam & Uhlmann, ...