“…With continued Arctic amplification, which is the accelerated warming of Arctic regions due to factors such as shrinking sea ice cover (Serreze, Barrett, Stroeve, Kindig, & Holland, 2009), there is heightened urgency to develop a standardized means of monitoring rapid ecological change in these freshwater environments. In high-latitude freshwater systems, recent environmental changes are mainly driven by anthropogenic activities, particularly climate warming (Heino, Virkkala, & Toivonen, 2009), but also long-range transport of pollutants (Reid et al, 2019), land-use alterations and eutrophication and brownification, which have recently intensified in the Arctic (Hayden et al, 2019). While circum-Arctic regions have some of the largest remaining undammed river basins in the world (Grill et al, 2019), they comprise fragile riverine and lacustrine ecosystems with unique flora and fauna maintained through the interplay of ecological connectivity and environmental conditions (Kärnä et al, 2015).…”