代理技术在蒙大拿州Grant-Kohrs牧场国家历史遗址附近克拉克福克(Clark Fork) 2019-20水年实时金属污染物浓度和负荷预测中的应用

Christopher A. Ellison, Steven K. Sando, Tom E. Cleasby
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引用次数: 1

摘要

欲了解更多信息,请联系:怀俄明-蒙大拿州水科学中心主任。位于蒙大拿州西南部的Grant-Kohrs Ranch国家历史遗址(GRKO)是为了纪念边疆的牛时代及其在塑造美国西部文化和历史中的重要作用。1960年,该牧场被国会指定为国家历史地标,1972年被国会指定为国家公园管理局(NPS)的一个单位。GRKO的独特之处在于,从19世纪60年代到80年代,它靠近Butte矿区大规模开采、碾磨和冶炼金、银、铜和铅矿石。在此期间,采矿和碾磨废料被丢弃在克拉克福克盆地上游,导致大量富含金属污染物(包括镉、铜、铁、铅、锰、锌和类金属微量元素砷)的废料(尾矿)沉积在土壤和附近的溪流和洪泛区。1989年,美国环境保护署将克拉克福克河(以下简称“克拉克福克”)120英里的河段(包括GRKO)列入超级基金清理工作的国家优先名单,原因是大量重金属污染导致植被剥落和鱼类死亡。2018年,在蒙大拿州环境质质部的监督下,NPS开始修复流经GRKO物业的2.6英里的克拉克福克河。2019年,美国地质调查局(USGS)与NPS合作,利用来自定点浊度和声学传感器的后向散射信号的时间序列数据进行了一项研究,旨在提供一种高分辨率监测工具,以估计NPS修复克拉克福克期间金属污染物浓度(mcc)和负荷。在GRKO属性两侧的Clark Fork的美国地质勘探局河道的两个监测点上,使用浊度和声学传感器进行了测量,并在时间序列数据和mcc之间建立了替代关系。应用高分辨率替代数据推断污染物来源和命运,并评估相对于水生生活标准的MCC值。利用高分辨率的替代数据,确定了在春季径流和与风暴相关的径流事件中,mcc在流量明显低于峰值且比峰值更早的时候达到最大值。由于mcc的峰值早于水流峰值,因此可以推断mcc的来源来自空间上接近监测点的河床沉积物或附近的河岸和洪泛平原。高分辨率替代数据显示,当流量超过200立方英尺/秒(ft3/s)时,克拉克福克河的铜浓度90%超过慢性水生生物标准,当流量超过260立方英尺/秒时,85%超过急性水生生物标准。这些数据有助于支持NPS管理目标,以评估GRKO财产修复期间的水质变化,评估与水生生活标准相关的MCC值,并量化超级基金修复活动的效益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of surrogate technology to predict real-time metallic-contaminant concentrations and loads in the Clark Fork near Grant-Kohrs Ranch National Historic Site, Montana, water years 2019–20
First posted June 22, 2023 For additional information, contact: Director, Wyoming-Montana Water Science CenterU.S. Geological Survey3162 Bozeman AvenueHelena, MT 59601Contact Pubs Warehouse Grant-Kohrs Ranch National Historic Site (GRKO) in southwestern Montana commemorates the frontier cattle era and its formative role in shaping the culture and history of the Western United States. The ranch was designated a national historic landmark in 1960 and a unit of the National Park Service (NPS) by Congress in 1972. The GRKO is unique because of its proximity to large-scale extraction, milling, and smelting of gold, silver, copper, and lead ore from the 1860s to the 1980s in the Butte mining district. During this time, mining and milling wastes were discarded in the upper Clark Fork Basin, resulting in the deposition of large amounts of waste materials (tailings) enriched with metallic contaminants (including cadmium, copper, iron, lead, manganese, zinc, and the metalloid trace element arsenic) in soils and in nearby streams and floodplains. Denuded vegetation and fish kills attributed to large concentrations of heavy metals caused the U.S. Environmental Protection Agency to designate a 120-mile section of the Clark Fork River (hereafter referred to as the “Clark Fork”), including GRKO, to be included on the National Priority List for Superfund cleanup in 1989. In 2018, with oversight from the Montana Department of Environmental Quality, the NPS began remediation of 2.6 miles of the Clark Fork as it flows through GRKO property.In 2019, the U.S. Geological Survey (USGS), in collaboration with the NPS, conducted a study using time-series data from backscatter signals from fixed-point turbidity and acoustic sensors with the intent to provide a high-resolution monitoring tool to estimate metallic-contaminant concentrations (MCCs) and loads during NPS remediation of the Clark Fork. Two monitoring sites at USGS streamgages on the Clark Fork on either side of GRKO property were instrumented with turbidity and acoustic sensors and surrogate relations were developed among time-series data and MCCs. The application of high-resolution surrogate data was used to infer contaminant source and fate and evaluate MCC values relative to aquatic-life standards. Using high-resolution surrogate data, it was determined that during spring runoff and storm-related runoff events, MCCs peaked at their highest values at streamflows markedly lower and prior to peak streamflow. Because MCCs peaked prior to streamflow peaks, it could be inferred that the source of MCCs originated from channel bed sediments in close spatial proximity to the monitoring site or from nearby streambanks and floodplains. High-resolution surrogate data revealed that copper concentrations in the Clark Fork exceeded chronic aquatic-life standards 90 percent of the time when streamflow exceeded 200 cubic feet per second (ft3/s) and exceeded acute aquatic-life standards 85 percent of the time when streamflow exceeded 260 ft3/s. These data helped support NPS management goals for evaluating variation in water quality during remediation of GRKO property, evaluating MCC values relative to aquatic-life standards, and quantifying benefits from Superfund remediation activities.
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