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不同降雨事件类型下混合土地利用对城市雨水水质的影响。

Effects of mixed land use on urban stormwater quality under different rainfall event types.

作者信息

Yan Haibin, Zhu David Z, Loewen Mark R, Zhang Wenming, Zhao Stacey, van Duin Bert, Chen Lei, Mahmood Khizar

机构信息

Department of Civil and Environmental Engineering, University of Alberta, Edmonton, AB T6G 1H9, Canada.

Department of Civil and Environmental Engineering, University of Alberta, Edmonton, AB T6G 1H9, Canada; School of Civil and Environmental Engineering, Ningbo University, Zhejiang 315211, China.

出版信息

Sci Total Environ. 2024 Nov 10;950:175124. doi: 10.1016/j.scitotenv.2024.175124. Epub 2024 Jul 30.

Abstract

The joint effect of mixed land uses and rainfall event types was studied using a two-year field monitoring program in four urban catchments in Calgary, Alberta, Canada. Event mean concentration (EMC) and event pollutant load (EPL) were employed to evaluate the total suspended sediment (TSS), nitrogen and phosphorus. The correlation analysis showed that most nitrogen and phosphorus components (except for NO/NO and TDP) predominantly exist in particulate form in the study areas. The correlation for EPL was notably stronger than EMC, which can be attributed to varying rainfall characteristics. The differences in EMCs and EPLs of TSS, nitrogen and phosphorus across catchments indicated that the complexity and spatial distribution of mixed land use can influence the generation and transportation of pollutants in urban runoff. The impacts of rainfall characteristics on stormwater quality are integrated rather than driven by a single rainfall characteristic. Brief but intense events tended to elevate TSS, nitrogen and phosphorus concentrations, especially in complex land-use catchments. Events with long antecedent dry days and short duration also resulted in increased pollutant concentrations, while events with long duration and low intensity could result in higher EPLs. The effect of mixed land use on water quality can vary depending on rainfall event types. Seasonal variations were found in EMC and EPL of TSS, nitrogen and phosphorus, with higher values in the spring and summer than the fall. Seasonal variations are mainly influenced by rainfall conditions, temperature and anthropogenic activities (e.g. lawn fertilization and de-icing with sands). MLR considering rainfall characteristics is an effective method for predicting stormwater quality within a single catchment. Considering complexity and spatial distribution of mixed land use can improve the accuracy of the harmonized MLR model. This research provided insights into understanding the complexities introduced by mixed land use and rainfall event types in urban stormwater quality.

摘要

利用一项为期两年的实地监测计划,对加拿大艾伯塔省卡尔加里市四个城市集水区的混合土地利用和降雨事件类型的联合效应进行了研究。采用事件平均浓度(EMC)和事件污染物负荷(EPL)来评估总悬浮固体(TSS)、氮和磷。相关性分析表明,在研究区域中,大多数氮和磷成分(除了NO/NO和总溶解磷)主要以颗粒形式存在。EPL的相关性明显强于EMC,这可归因于降雨特征的变化。不同集水区TSS、氮和磷的EMC和EPL差异表明,混合土地利用的复杂性和空间分布会影响城市径流中污染物的产生和传输。降雨特征对雨水水质的影响是综合的,而不是由单一降雨特征驱动的。短暂但强烈的降雨事件往往会提高TSS、氮和磷的浓度,尤其是在土地利用复杂的集水区。前期干旱天数长且持续时间短的降雨事件也会导致污染物浓度增加,而持续时间长且强度低的降雨事件可能会导致更高的EPL。混合土地利用对水质的影响可能因降雨事件类型而异。发现TSS、氮和磷的EMC和EPL存在季节性变化,春季和夏季的值高于秋季。季节性变化主要受降雨条件、温度和人为活动(如草坪施肥和用沙子除冰)的影响。考虑降雨特征的多元线性回归是预测单个集水区内雨水水质的有效方法。考虑混合土地利用的复杂性和空间分布可以提高统一多元线性回归模型的准确性。本研究为理解混合土地利用和降雨事件类型给城市雨水水质带来的复杂性提供了见解。

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