“…These limitations propagate to conclusions that have suggested only limited impacts of streambed structural heterogeneity on residence time distributions and biogeochemical cycling in the hyporheic zone (Bardini et al., 2013; Laube et al., 2018). In addition, it is crucial to determine how streambed sediment structures and hydraulic conductivity patterns are controlled by ecological drivers, such as interactions between aquatic vegetation and streambed sediments (Baranov et al., 2017; Jones et al., 2008, 2012; Ullah et al., 2014; Figure 2g) causing sediment clogging and by particle deposition and biofilm growth (Brunke, 1999; Nogaro et al., 2010; Rode et al., 2015; Figure 2h), bioengineers causing bioturbation (Baranov et al., 2016; Mendoza‐Lera & Mutz, 2013) and the impact of flow obstacles, such as large woody debris (Gippel, 1995; Krause, Klaar, et al., 2014; Sawyer et al., 2012; Shelley et al., 2017; Figure 2i). These processes are critical to engineering streambeds for purposes, such as nutrient removal and river restoration, which involves using spatial heterogeneity to control fluxes and residence times to achieve desired outcomes (Herzog et al., 2018; Vaux, 1968; Ward et al., 2011).…”