Temporal estimation of hydrodynamic parameter variability in stormwater constructed wetlands – The hysteresis effect during multi-rainfall events

•In a SCW, the characteristics of the filter layer alter along time.•The temporal estimation of vGM parameters fails without considering the hysteresis.•Due to hysteresis, the vGM parameters are different for feeding and drainage periods.•The hydrodynamic characterization is influenced by the rain characteristics.