“…Indeed, local biodiversity in running waters is affected by various factors across multiple spatial scales, ranging from local to regional scales (Frissell, Liss, Warren, & Hurley, 1986;O'Neill, DeAngelis, Waide, & Allen, 1986;Poff, 1997). These factors include catchment hydrological processes that reflect upstream terrestrial conditions (Richards, Haro, Johnson, & Host, 1997), connections with adjacent riparian ecosystems (Harvey, Gounand, Ganesanandamoorthy, & Altermatt, 2016;Loreau, Mouquet, & Holt 2003;Soininen, Bartels, Heino, Luoto, & Hillebrand, 2015;Vannote, Minshall, Cummins, Sedell, & Cushing, 1980) and linkages of local environments in dendritic river networks (Altermatt, 2013;Altermatt, Seymour, & Martinez, 2013;Tonkin et al, 2018;Vannote et al, 1980;Ward, 1989). Previous studies reported that major ecological surprises sometimes emerge, as these multiple factors often cause nonlinear interactive effects in freshwater ecosystems (e.g.…”