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应用线性回归模型评估城市化区域和放牧牧场对农村溪流微生物质量的影响。

Application of a linear regression model to assess the influence of urbanised areas and grazing pastures on the microbiological quality of rural streams.

机构信息

Centre for Environmental Health Engineering, Department of Civil and Environmental Engineering, University of Surrey, Guildford, Surrey, GU2 7XY, UK,

出版信息

Environ Monit Assess. 2014 Nov;186(11):7141-55. doi: 10.1007/s10661-014-3916-1. Epub 2014 Jul 9.

DOI:10.1007/s10661-014-3916-1
PMID:25004858
Abstract

Faecal coliform (FC) bacteria were used as a proxy of faecal indicator organisms (FIOs) to assess the microbiological pollution risk for eight mesoscale catchments with increasing lowland influence across north-east Scotland. This study sought to assess the impact of urban areas on microbial contaminant fluxes. Fluxes were lowest in upland catchments where populations are relatively low. By contrast, lowland catchments with larger settlements and a greater number of grazing populations have more elevated FC concentrations throughout the year. Peak FC counts occurred during the summer months (April-September) when biological activity is at its highest. Lowland catchments experience high FC concentrations throughout the year whereas upland catchments exhibit more seasonal variations with elevated summer conditions and reduced winter concentrations. A simple linear regression model based on catchment characteristics provided scope to predict FC fluxes. Percentage of improved grazing pasture and human population explained 90 and 62 % of the variation in mean annual FC concentrations. This approach provides scope for an initial screening tool to predict the impact of urban space and agricultural practice on FC concentrations at the catchment scale and can aid in pragmatic planning and water quality improvement decisions. However, greater understanding of the short-term dynamics is still required which would benefit from higher resolution sampling than the approach undertaken here.

摘要

粪便大肠菌群(FC)细菌被用作粪便指示生物(FIO)的替代物,以评估苏格兰东北部八个具有不同低地影响的中观流域的微生物污染风险。本研究旨在评估城市地区对微生物污染物通量的影响。在人口相对较少的高地流域,通量最低。相比之下,低地流域的定居点较大,放牧人口较多,全年 FC 浓度更高。FC 计数峰值出现在夏季(4 月至 9 月),此时生物活性最高。低地流域全年 FC 浓度较高,而高地流域夏季条件升高,冬季浓度降低,季节性变化较大。基于流域特征的简单线性回归模型提供了预测 FC 通量的范围。改良放牧牧场的百分比和人口解释了平均年 FC 浓度变化的 90%和 62%。这种方法为预测城市空间和农业实践对集水区 FC 浓度的影响提供了一个初步的筛选工具,并有助于进行实际规划和水质改善决策。然而,仍然需要更多地了解短期动态,这将受益于比此处采用的方法更高分辨率的采样。

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