Tribological characterization of rail squat defects

► Crack initiation occurs between strips with Differential Tribological Transformations. ► A general 3D-form of the cracks network is rebuild from a large sample of squats. ► Crack propagation takes place in three distinct and successive steps. ► A multi-scale initiation mechanism of squat is proposed.