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A multi‑model approach toward understanding iron fouling at rock‑fill drainage sites along roadways in New Hampshire, USA

机译:美国新罕布什尔州沿道路的堆石料排水现场了解铁垢的一种多模型方法

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Factors affecting iron fouling in wet areas adjacent to roadways were investigated by collecting field rock cut and aqueous physicochemical data; developing exploratory predictive models; and developing geochemical models. Basic data included the identification of iron fouling from aerial imagery and field visits at 374 New Hampshire rock cut locations, and their associated rock-fill sites. Based on field water quality measurements from wet areas at 36 of the rock-fill sites, the occurrence of iron fouling was associated with higher values of specific conductance, lower concentrations of dissolved oxygen and lower pH compared to areas without iron fouling. A statistical model, using boosted regression trees, was developed to predict the occurrence of iron fouling in wet areas adjacent to roadways where rock-fill from nearby rock cuts was used in roadway construction. The model was used to develop a continuous iron fouling probability map for the state of New Hampshire that can be used to better understand the occurrence of iron fouling. Geochemical models illustrate how iron fouling of waters increases along roadways built with fill from sulfidic rock cuts as a result of acid generation from pyrite dissolution and ferrous iron (Fe~(2+)) oxidation and increases in areas with greater specific conductance from deicing runoff caused by cation exchange. More iron is precipitated as goethite in simulations that include pyrite, and in simulations with deicing salts added, indicating that rock-fill sites with rocks that contain pyrite and water with greater salt content could have enhanced iron fouling.
机译:通过收集野外岩石切割和含水物化数据,研究了在邻近道路的潮湿区域中影响铁结垢的因素。开发探索性预测模型;并开发地球化学模型。基本数据包括通过航空影像识别和在新罕布什尔州374个切石地点的实地考察及其相关的堆石场确定铁垢。根据在岩石堆填区36个潮湿区域的现场水质测量结果,与无铁结垢区域相比,铁结垢的发生与较高的比电导率值,较低的溶解氧浓度和较低的pH值相关。建立了使用增强回归树的统计模型,以预测在临近巷道的潮湿区域发生铁垢的情况,在该巷道中,附近岩石切屑的填石被用于巷道建设。该模型用于开发新罕布什尔州的连续铁污染概率图,可用于更好地了解铁污染的发生。地球化学模型说明了由于硫铁矿溶解和亚铁离子(Fe〜(2+))氧化生成酸而导致硫化岩切屑填充的道路沿线积水的铁污垢如何增加以及除冰径流比电导更大的区域的污垢增加由阳离子交换引起。在包括黄铁矿的模拟中,以及在添加除冰盐的模拟中,更多的铁作为针铁矿沉淀,这表明岩石中含有黄铁矿和水的盐含量更高的岩石堆石场会增强铁结垢。

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