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沿海池塘中粪大肠菌群细菌的全部及推测野生动物来源模型。

Models of total and presumed wildlife sources of fecal coliform bacteria in coastal ponds.

作者信息

Siewicki T C, Pullaro T, Pan W, McDaniel S, Glenn R, Stewart J

机构信息

Center for Coastal Environmental Health and Biomolecular Research, National Ocean Service, NOAA, 219 Fort Johnson Road, Charleston, SC 29412-9110, USA.

出版信息

J Environ Manage. 2007 Jan;82(1):120-32. doi: 10.1016/j.jenvman.2005.12.010. Epub 2006 Mar 23.

Abstract

Models that accurately predict fecal coliform bacteria (FCB) concentrations, one of the most widely used measures of estuarine water quality, are needed to improve land use decision-making. Rapidly occurring changes in coastal land uses and the influence on water quality increases the urgency of having improved decision tools. For this study, samples were collected monthly from six coastal ponds, two tidal creeks and four shallow water wells for up to 212 years. These data were used along with other measures of environmental conditions and land classes within each watershed to construct quantitative relationships between combinations of variables and both total and presumed wildlife sources of FCB. Linear regression, bootstrapping and generalized additive modeling that incorporates both linear and nonlinear terms were used. Results of repeated simultaneous sampling on the same tide stage of ponds and downstream estuarine creeks suggest that most FCB come from wildlife and that the ponds effectively remove these bacteria except immediately following heavy rainfall. Predictive models for concentrations of total and presumed wildlife bacteria are provided along with simple measures to estimate watershed boundaries. It is proposed that these tools can be used to minimize impacts on receiving water body quality. The models can be used to test alternative development approaches within coastal watersheds similar to that found in the southeastern USA coastal zone as well as to evaluate specific proposed landscape alterations.

摘要

准确预测粪大肠菌群(FCB)浓度的模型对于改善土地利用决策至关重要,粪大肠菌群是河口水质最常用的衡量指标之一。沿海土地利用的快速变化及其对水质的影响增加了拥有改进决策工具的紧迫性。在本研究中,每月从六个沿海池塘、两条潮汐小溪和四口浅水井采集样本,时间长达212年。这些数据与每个流域内的其他环境条件和土地类别测量值一起使用,以构建变量组合与FCB的总来源和假定野生动物来源之间的定量关系。使用了线性回归、自抽样法以及包含线性和非线性项的广义相加模型。在池塘和下游河口小溪的同一潮汐阶段进行重复同步采样的结果表明,大多数FCB来自野生动物,并且池塘能够有效去除这些细菌,除非在暴雨之后立即进行采样。提供了总细菌和假定野生动物细菌浓度的预测模型以及估计流域边界的简单方法。建议使用这些工具来尽量减少对受纳水体水质的影响。这些模型可用于测试类似于美国东南部沿海地区的沿海流域内的替代开发方法,以及评估特定的拟议景观改造。

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