Department of Marine, Earth, and Atmospheric Sciences, North Carolina State University, Raleigh, NC, USA.
Sci Total Environ. 2019 Feb 20;652:889-899. doi: 10.1016/j.scitotenv.2018.10.254. Epub 2018 Oct 21.
Anthropogenic activities have caused N saturation in many terrestrial ecosystems. The transfer of nutrients and sediments to freshwater environments has resulted in water quality impairments including eutrophication, increased turbidity, ecosystem acidification, and loss of biodiversity. Storm events account for the transport of a large proportion of nutrients and sediments found in watersheds on an annual basis. To implement effective water-quality management strategies, the importance of surface and subsurface flow paths during storm events and low flow conditions need to be quantified. The increased availability of optical in-situ sensors makes high-frequency monitoring of catchment fluxes practical. In this study, we present a high-resolution nitrate monitoring record over a 10-year period in the Neuse River Basin near Clayton, North Carolina. The relationship between discharge and nitrate concentration for 365 storm events are categorized into hysteresis classes that indicate different transport mechanisms into the river. Storm events over the entire period of this study are divided between clockwise, counter-clockwise, and complex hysteresis patterns, indicating multiple nitrate flow paths during different seasons and years. Logistic regression of a suite of environmental variables demonstrates that antecedent soil moisture is a significant factor in determining the storm hysteresis class, with the odds of counter-clockwise hysteresis increasing by 10.3% for every 1 percentage point increase in the soil moisture. There is also an overlying seasonal effect, which indicates that dry soil conditions and frequent small storms during summer leads to greater nitrate transport on the rising limb, in contrast to slower, groundwater-driven inputs during the rest of the year.
人为活动导致许多陆地生态系统中的氮饱和。营养物质和沉积物向淡水环境的转移导致了水质恶化,包括富营养化、浊度增加、生态系统酸化和生物多样性丧失。暴事件是流域内每年营养物质和沉积物的主要输送方式。为了实施有效的水质管理策略,需要量化暴事件和低流量条件下地表和地下水流路径的重要性。光学原位传感器的可用性增加使得对集水区通量进行高频监测成为可能。本研究在北卡罗来纳州克莱顿附近的 Neuse 河流域提供了 10 年的硝酸盐高分辨率监测记录。将 365 次暴事件的流量与硝酸盐浓度之间的关系分为滞后类别,表明不同的输送机制进入河流。在本研究的整个期间,暴事件分为顺时针、逆时针和复杂滞后模式,表明不同季节和年份存在多种硝酸盐流动路径。一组合适的环境变量的逻辑回归表明,前土壤湿度是确定暴滞后类别的重要因素,土壤湿度每增加 1 个百分点,逆时针滞后的可能性增加 10.3%。还有一个季节叠加效应,表明夏季干燥的土壤条件和频繁的小暴导致在上升支上有更多的硝酸盐输送,而在一年中的其余时间则是较慢的、由地下水驱动的输入。