Shifting magnitude and timing of streamflow extremes and the relationship with rainfall across the Hawaiian Islands

•Magnitude and occurrence time in the annual maximum rainfall and the annual peak flow have shifted in Hawaiʻi.•The annual peak flow did not coincide with the annual maximum rainfall.•The occurrence time of the annual maximum rainfall and the peak flow in Hawaiʻi.