“…Mean travel times have been related to flowpath distance, hillslope gradient, soil characteristics, catchment area and meteorological conditions such as rainfall intensity (Broxton, Troch, & Lyon, 2009; Cartwright, Irvine, Burton, & Morgenstern, 2018; Heidbüchel, Troch, & Lyon, 2013; Hrachowitz, Soulsby, Tetzlaff, Dawson, & Malcolm, 2009; Hrachowitz, Soulsby, Tetzlaff, & Speed, 2010; McGuire et al, 2005; Tetzlaff et al, 2009). Most studies are from rain‐dominated systems although there has been an increase in the number of studies focused on catchments influenced by snow (Ala‐Aho, Tetzlaff, McNamara, Laudon, & Soulsby, 2017; Broxton et al, 2009; Fang et al, 2019; Lane et al, 2020; Lyon et al, 2010; Parajulee et al, 2019; Peralta‐Tapia et al, 2016). Concerns have been raised about comparing travel times estimates across space and time using the common time averaged models.…”