“…However, it is noted thatHashemi et al (2018 b) found that the results for calibrated and un-calibrated systems exhibit the same patterns. Since the calibrated values are ranked based on relative value, the effect of calibration is dwarfed by the effect of the ranking method used for Spearman's method.ResultsFurther investigation in the present study, based on the extensive statistical analysis byHashemi et al (2018a), revealed that ranking of the data exhibits a non-linear correlation between hydraulic proximity (x-axis) and unit headloss (y-axis) for different pipe sizes, shown inFigure 1. Smaller ranks on hydraulic proximity axis represent higher values of hydraulic proximity and pipes closer to a water source such as a booster station, elevated storage or a treatment plant, while, larger ranks represent pipes at the periphery of the network that experience smaller flows and pressure.…”