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利用反演模型限制城市污水渗漏对城市溪流的氮素输入:对城市环境中溶解无机氮(DIN)保留的影响。

Constraining nitrogen inputs to urban streams from leaking sewers using inverse modeling: implications for dissolved inorganic nitrogen (DIN) retention in urban environments.

机构信息

Department of Geology and Planetary Science, University of Pittsburgh, 4107 O'Hara Street, Pittsburgh, Pennsylvania, 15260, USA.

出版信息

Environ Sci Technol. 2013 Feb 19;47(4):1816-23. doi: 10.1021/es304331m. Epub 2013 Jan 28.

Abstract

Leaking sewer infrastructure contributes nonpoint nitrogen pollution to groundwater and surface water in urban watersheds. However, these inputs are poorly quantified in watershed budgets, potentially underestimating pollutant loadings. In this study, we used inverse methods to constrain dissolved inorganic nitrogen (DIN) inputs from sewage to Nine Mile Run (NMR), an urban watershed (1570 ha) in Pittsburgh, Pennsylvania (USA) characterized by extensive impervious surface cover (38%). Water samples were collected biweekly over two years and intensive sampling was conducted during one summer storm. A nitrogen budget for the NMR watershed was constructed, ultimately inverted, and sewage DIN inputs constrained using Monte Carlo simulation. Results reveal substantial DIN contributions from sewage ranging from 6 to 14 kg ha-1 yr-1. When conservative estimates of DIN from sewage are included in input calculations, DIN retention in NMR is comparable to high rates observed in other suburban/urban nutrient budgets (84%). These results suggest a pervasive influence of leaking sewers during baseflow conditions and indicate that sewage-sourced DIN is not limited to sewer overflow events. Further, they highlight the importance of sewage inputs to DIN budgets in urban streams, particularly as sewer systems age across the U.S.

摘要

渗漏的污水基础设施会将非点源氮污染输送到城市流域的地下水和地表水。然而,这些输入在流域预算中往往难以量化,从而可能低估了污染物的负荷量。在这项研究中,我们使用反演方法来约束宾夕法尼亚州匹兹堡市九英里流域(NMR)的污水中溶解无机氮(DIN)的输入,该流域(1570 公顷)的不透水面覆盖度(38%)很大。我们在两年间每两周采集一次水样,并在一次夏季暴雨期间进行了密集采样。构建了 NMR 流域的氮预算,最终进行了反演,并使用蒙特卡罗模拟对污水 DIN 输入进行了约束。结果表明,污水中存在大量的 DIN,其范围为 6 至 14 千克/公顷/年。当保守估计污水中的 DIN 包含在输入计算中时,NMR 中的 DIN 保留量与其他郊区/城市营养预算中观察到的高保留量(84%)相当。这些结果表明,在基流条件下,渗漏污水具有普遍的影响,并表明污水来源的 DIN 不仅限于污水溢流水事件。此外,它们强调了污水输入对城市溪流中 DIN 预算的重要性,尤其是在美国,随着下水道系统的老化。

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