“…Given the presumed importance of denitrification at the watershed scale (30%-50% of NANI, Chen et al, 2014aChen et al, , 2015a, it is critical to constrain denitrification losses. A promising approach for constraining denitrification fluxes in the use of groundwater N 2 :Ar dissolved gas ratios to provide a direct measure of denitrification within a given groundwater flowpath (Bourbonnais et al, 2015;Hinshaw and Dahlgren, 2016;Singleton et al, 2007). The high spatial and temporal variability in natural and anthropogenic processes, nutrient inputs, transport, transformations, and outputs at the watershed scale greatly increases the difficulty for characterizing where and when nutrients accumulate in.…”