Department of Biological System Engineering, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24060, United States; Hampton Roads Agricultural Research and Extension Center, Virginia Polytechnic and State University, Virginia Beach, VA, 23455, United States; Stantec Consulting Services Inc, Sacramento, CA, 95816, United States.
Department of Biological System Engineering, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24060, United States; Hampton Roads Agricultural Research and Extension Center, Virginia Polytechnic and State University, Virginia Beach, VA, 23455, United States.
J Environ Manage. 2024 May;358:120768. doi: 10.1016/j.jenvman.2024.120768. Epub 2024 Apr 9.
Urbanization changes land cover through the expansion of impermeable surfaces, leading to a significant rise in runoff, sediment, and nutrient loading. The quality of stormwater is related to land use and is highly variable. Currently, stormwater is predominantly described through watershed models that rely minimally, if at all, on field monitoring data. The simple event mean concentration (EMC) wash-off approach by land use is a common method for estimating urban runoff loads. However, a major drawback of the EMC approach is it assumes concentration remains constant across events for a specific land use. Build-up/wash-off equations have been formulated to consider variations in concentration between events. However, several equation parameters are challenging to estimate, making them difficult to use. We conducted a monitoring and modeling study and investigated the impact of land use on stormwater quantity and quality and optimized and investigated the build-up/wash-off parameters for three homogenous urban land uses to estimate nutrients (nitrogen and phosphorus) and sediment loads. Stormwater from commercial, medium-density residential, and transportation land uses was sampled using automatic samplers during storm events, and water quality was characterized for a variety of them for 14 months. Analysis of stormwater samples included assessments for total nitrogen, total phosphorus, and total suspended solids. Results showed that medium-density residential land use had the highest median total nitrogen and total phosphorus event mean concentrations and commercial had the highest median total suspended solids EMCs. Water quality parameters (or build-up/wash-off parameters) exhibited significant variation between land uses, confirming that land use is a key determinant of stormwater quality. The median particle size for each land use was less than 150 μm, indicating that the most common particle size in stormwater was a very fine sand or smaller. This small size should be considered by stakeholders in the design of stormwater treatment systems.
城市化通过扩大不透水面改变了土地覆盖,导致径流量、泥沙和养分负荷显著增加。雨水的质量与土地利用有关,且高度可变。目前,雨水主要通过流域模型来描述,这些模型很少(如果有的话)依赖现场监测数据。按土地利用划分的简单事件平均浓度(EMC)冲刷法是估算城市径流量负荷的常用方法。然而,EMC 方法的一个主要缺点是它假设在特定土地利用的整个事件过程中浓度保持不变。已经制定了累积/冲刷方程来考虑事件之间浓度的变化。然而,几个方程参数难以估计,因此难以使用。我们进行了一项监测和建模研究,调查了土地利用对雨水数量和质量的影响,并优化和研究了三个同质城市土地利用的累积/冲刷参数,以估算营养物(氮和磷)和泥沙负荷。在暴雨事件中,使用自动采样器对商业、中密度住宅和交通用地的雨水进行了采样,并对 14 个月内的各种水质进行了特征描述。对雨水样本的分析包括对总氮、总磷和总悬浮固体的评估。结果表明,中密度住宅土地利用的总氮和总磷事件平均浓度中位数最高,商业土地利用的总悬浮固体 EMC 中位数最高。水质参数(或累积/冲刷参数)在土地利用之间表现出显著差异,证实土地利用是雨水水质的关键决定因素。每种土地利用的中值粒径均小于 150 μm,表明雨水最常见的粒径是非常细的砂或更小。这一小尺寸应在设计雨水处理系统时被利益相关者考虑到。