Extract rate of change and duration related metrics
Dataframe to be processed
Extract rate of chane and duration related metrics: pk_rtn is the retention of peaking process. offpk_rtn is theretention of base flow. D_rampup/D_ramp is the duration of rise/fall process. RB_Indx_up/RB_Index_dw is theflashness of rise/fall process. Ramp_up/Ramp_dw is the rate of change of rise/fall process.Strange_up/Strange_dw is the standardized rise/fall amplitude
Output dataframe includes time-series values of four metrics. Qpeak is the hydropeaking discharge, offQpeak isbase flow, pk_no is the daily number of rise and fall process, pkratio is the ratio of days with hydropeaking to thetotal number of days analyzed
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