Winter low-flow (LF) conditions in streams provide a potential opportunity to evaluate the importance of legacy nitrate in catchments due to the dominance of slow-flow transport pathways and lowered biotic activity. In this study, the concentration, flux, and trend of nitrate in streams during winter low-flow conditions were analyzed at 320 sites in the conterminous United States. LF flow-normalized nitrate concentrations varied from <0.1 to >20 mg-N L −1 and LF conditions contributed between 2% and 98% of the winter nitrate flux. LF nitrate concentrations generally exceeded 2.5 mg-N L −1 in the upper Midwest, with smaller regions of high LF nitrate concentrations in eastern Texas and along the northern mid-Atlantic coast. Groundwater was inferred to be the primary or sole contributor of nitrate to streams during winter LF conditions at 140 of our 320 sites. Among these 140 sites, nitrate from groundwater comprised 45% or more of the winter nitrate flux at a quarter of the sites. Among the same 140 sites, concentrations of nitrate in streams during winter LF conditions generally increased between 2002 and 2012 at sites where 40% or more of the winter flux was from groundwater, suggesting that concentrations of nitrate in the contributing groundwater system were increasing. Using metrics developed herein, we characterize the potential importance of legacy nitrate at sites in this study and discuss methods to characterize sites with fewer samples than required by our models or at sites without continuous stream discharge measurements. 1. Introduction Synthetic nitrogenous fertilizers have been used to increase agricultural production since the late 1940s. Fertilizer runoff and infiltration below the root zone have been linked to the eutrophication of surface waters, resulting in a loss of stream biodiversity, contributing to the development of harmful algal blooms, and increasing the occurrence of hypoxia in receiving waters (Rabalais & Turner, 2019; Turner & Rabalais, 1994; Vitousek et al., 1997). Tremendous effort has been put into reducing the use of nitrogen and mitigating the effects of excess nitrogen in stream systems (Bernhardt et al., 2005; Hassett et al., 2005; Rabotyagov et al., 2014). Despite these efforts, widespread decreases in nitrate fluxes in major rivers of the United States have not been observed (Stets et al., 2015). For example, nitrate fluxes from the Mississippi River basin to the Gulf of Mexico have been largely static since the mid-1980s (Sprague et al., 2011; Stets et al., 2015). Legacy nitrate-the lagged delivery of nitrate (and nitrate precursors) that has accumulated in groundwater and other storage areas, such as the root zones of agricultural soils (Van Meter et al., 2016)-is thought to be among the important reasons for a lack of observed improvement. Legacy nitrate is a worldwide concern (Howden et al., 2011; Puckett et al., 2011; Tesoriero et al., 2013), particularly as it relates to the eutrophication of streams and estuaries (Van Meter et al., 2018). Groundwater is among the mos...