Spatiotemporal Variability Comparisons of Water Quality and Escherichia coli in an Oklahoma Stream

Grant M. Graves, Jason R. Vogel
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Abstract

Fecal indicator bacteria, Escherichia coli, for primary body contact recreation (PBCR) in Oklahoma waterbodies, is defined as the geometric mean of 10 samples from the recreation season, May 1 to September 30, with an impairment threshold of 126 colony forming units (cfu) per 100 mL. However, the water quality standards provide limited guidance on spatiotemporal and environmental factors that could influence samples collected and analyzed. In this study, two stream cross sections under baseflow conditions in a central Oklahoma urban perennial stream, Spring Creek, were densely sampled to investigate temporal and spatial variability of E. coli concentrations and water quality parameters across the stream channel. Water quality parameters (specific conductivity, temperature, dissolved oxygen, pH, turbidity, and total suspended solids (TSS)), stream discharge, and bacteria samples were collected simultaneously at equal intervals across the two cross sections in the morning and afternoon during one summer day with sunny, dry, and hot weather conditions. Results indicate a significant difference between time-of-day samples and water quality parameters and E. coli concentrations. Strong correlations between temperature, dissolved oxygen, and time versus E. coli concentrations were observed, while location, turbidity, and TSS were not significant or correlated to measured values. Furthermore, E. coli concentrations were highly variable spatially across each stream cross section, regardless of time of day or location. Results from this study provide an initial indication that stream water quality, spatial cross section sample location, and diurnal variations may be influencing factors on bacteria concentrations.

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俄克拉荷马州河流水质和大肠杆菌的时空变异性比较
俄克拉荷马州水体中用于初次身体接触娱乐(PBCR)的粪便指示菌大肠杆菌被定义为5月1日至9月30日娱乐季节10个样本的几何平均值,损伤阈值为每100毫升126个菌落形成单位(cfu)。然而,水质标准对可能影响样本采集和分析的时空和环境因素提供了有限的指导。在这项研究中,对俄克拉荷马州中部城市常年河流Spring Creek的两个基本流条件下的河流横截面进行了密集采样,以研究整个河道中大肠杆菌浓度和水质参数的时间和空间变化。水质参数(电导率、温度、溶解氧、pH、浊度和总悬浮固体(TSS))、河流排放量和细菌样本在阳光充足、干燥和炎热的天气条件下,在上午和下午的两个横截面上以相等的间隔同时采集。结果表明,一天中的时间样本、水质参数和大肠杆菌浓度之间存在显著差异。温度、溶解氧和时间与大肠杆菌浓度之间存在很强的相关性,而位置、浊度和TSS与测量值不显著或不相关。此外,无论一天中的时间或地点如何,大肠杆菌的浓度在每个溪流横截面的空间上都是高度可变的。这项研究的结果初步表明,溪流水质、空间横截面样本位置和日变化可能是影响细菌浓度的因素。
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