Abstract The near-surface regions of rail wheels experience a complex thermo-mechanical loading, which varies along the location tread and causes severe changes to microstructure. Occasionally, brittle white etching layers (WEL) are formed, representing high risk wheel damage. Therefore, we studied depth-evolution surface-near microstructure different being ~ 200,000 km in service. microstructu...