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采用耦合建模和分子生物学方法对美国加利福尼亚州圣克鲁斯考威尔海滩的微生物溯源进行研究。

A coupled modeling and molecular biology approach to microbial source tracking at Cowell Beach, Santa Cruz, CA, United States.

机构信息

Environmental and Water Studies, Department of Civil and Environmental Engineering, Stanford , California 94305, United States.

出版信息

Environ Sci Technol. 2013 Sep 17;47(18):10231-9. doi: 10.1021/es402303w. Epub 2013 Aug 27.

Abstract

Consistently high levels of bacterial indicators of fecal pollution rank Cowell Beach as the most polluted beach in California. High levels of fecal indicator bacteria (FIB), E. coli and enterococci, are measured throughout the summer, resulting in beach advisories with social and economic consequences. The source of FIB, however, is unknown. Speculations have been made that the wrack accumulating on the beach is a major source of FIB to the surf zone. The present study uses spatial and temporal sampling coupled with process-modeling to investigate potential FIB sources and the relative contributions of those sources. Temporal sampling showed consistently high FIB concentrations in the surf zone, sand, and wrack at Cowell Beach, and ruled out the storm drain, the river, the harbor, and the adjacent wharf as the sources of the high concentrations observed in the surf zone. Spatial sampling confirmed that the source of FIB to the beach is terrestrial rather than marine. Modeling results showed two dominant FIB sources to the surf zone: sand for enterococci and groundwater for E. coli. FIB from wrack represented a minor contribution to bacterial levels in the water. Molecular source tracking methods indicate the FIB at the beach is of human and bird origin. The microbial source tracking (MST) approach presented here provides a framework for future efforts.

摘要

一致的高水平粪便污染细菌指标将考威尔海滩列为加利福尼亚州污染最严重的海滩。整个夏季,粪大肠菌群(FIB)、大肠杆菌和肠球菌等粪便指示菌的水平都很高,导致海滩发布了具有社会和经济影响的公告。然而,FIB 的来源尚不清楚。有人推测,堆积在海滩上的海草是冲浪区 FIB 的主要来源。本研究使用时空采样结合过程建模来调查潜在的 FIB 来源及其来源的相对贡献。时间采样表明,考威尔海滩的冲浪区、沙滩和海草中的 FIB 浓度一直很高,排除了雨水渠、河流、港口和附近的码头是冲浪区高浓度 FIB 的来源。空间采样证实,海滩的 FIB 来源是陆地而不是海洋。建模结果表明,有两个主要的 FIB 来源进入冲浪区:沙质土中的肠球菌和地下水中的大肠杆菌。海草中的 FIB 对水中的细菌水平贡献较小。分子溯源方法表明,海滩上的 FIB 来自人类和鸟类。这里提出的微生物溯源(MST)方法为未来的努力提供了一个框架。

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