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屋顶径流水质监测:多元分析的应用。

Monitoring of water quality from roof runoff: Interpretation using multivariate analysis.

机构信息

Université de Toulouse, INP, LCA (Laboratoire de Chimie Agro-Industrielle), ENSIACET, 4 Allées Emile Monso, F-31030 Toulouse, France.

出版信息

Water Res. 2011 Jun;45(12):3765-75. doi: 10.1016/j.watres.2011.04.029. Epub 2011 Apr 23.

Abstract

The quality of harvested rainwater used for toilet flushing in a private house in the south-west of France was assessed over a one-year period. Temperature, pH, conductivity, colour, turbidity, anions, cations, alkalinity, total hardness and total organic carbon were screened using standard analytical techniques. Total flora at 22 °C and 36 °C, total coliforms, Escherichia coli and enterococci were analysed. Overall, the collected rainwater had good physicochemical quality but did not meet the requirements for drinking water. The stored rainwater is characterised by low conductivity, hardness and alkalinity compared to mains water. Three widely used bacterial indicators - total coliforms, E. coli and enterococci - were detected in the majority of samples, indicating microbiological contamination of the water. To elucidate factors affecting the rainwater composition, principal component analysis and cluster analysis were applied to the complete data set of 50 observations. Chemical and microbiological parameters fluctuated during the course of the study, with the highest levels of microbiological contamination observed in roof runoffs collected during the summer. E. coli and enterococci occurred simultaneously, and their presence was linked to precipitation. Runoff quality is also unpredictable because it is sensitive to the weather. Cluster analysis differentiated three clusters: ionic composition, parameters linked with the microbiological load and indicators of faecal contamination. In future surveys, parameters from these three groups will be simultaneously monitored to more accurately characterise roof-collected rainwater.

摘要

对法国西南部私人住宅冲厕用雨水收集的水质进行了为期一年的评估。采用标准分析技术对温度、pH 值、电导率、颜色、浊度、阴离子、阳离子、碱度、总硬度和总有机碳进行了筛选。分析了 22°C 和 36°C 时的总菌群、总大肠菌群、大肠杆菌和肠球菌。总体而言,收集的雨水具有良好的理化质量,但不符合饮用水要求。与自来水相比,储存的雨水具有较低的电导率、硬度和碱度。三个广泛使用的细菌指标——总大肠菌群、大肠杆菌和肠球菌——在大多数水样中都有检出,表明水样受到了微生物污染。为了阐明影响雨水成分的因素,对 50 个观测值的完整数据集进行了主成分分析和聚类分析。在研究过程中,化学和微生物参数发生波动,夏季屋顶径流中观察到的微生物污染水平最高。大肠杆菌和肠球菌同时存在,它们的存在与降水有关。径流质量也不可预测,因为它对天气敏感。聚类分析将水样分为三个组:离子组成、与微生物负荷相关的参数和粪便污染指示物。在未来的调查中,将同时监测这三组参数,以更准确地描述屋顶收集的雨水。

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