Assessing the Impact of Recreational Activities on Streams: A Colorado Case Study

Noor Hamdan, Carmen Villaruel, Matthew N. Newmeyer, Veronica Wallace, John R. Spear, James F. Ranville, Carsten Prasse
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Abstract

Water-based recreational activities can impact freshwater systems, but the resulting anthropogenic alterations to the chemical and microbial composition of natural streams remain poorly understood. Utilizing state-of-the-art analytical approaches, including liquid chromatography-high-resolution mass spectrometry (LC-HRMS), inductively coupled plasma mass spectrometry (ICP-MS), and 16S rRNA gene sequencing, we investigated changes in stream chemistry and microbiology resulting from recreational activities in Clear Creek (Golden, Colorado). Spatial and temporal sampling was conducted for 3 days over a summer holiday weekend when a large influx of recreational float tubing activity occurred. Nontarget LC-HRMS analysis demonstrated substantial differences in the organic fingerprint on days and locations with high recreational use compared to that of low use. Similarly, increases in the total suspended solids were correlated with suspended particulate metal concentrations (Al, Cu, Ti, Pb, and Zn). Element ratios suggest recreation-induced resuspension of streambed sediments as the metal source rather than other anthropogenic inputs (e.g., Ti/Zn-containing sunscreens). Gene sequencing revealed significant shifts in the stream microbial community, supporting an input of human-associated enteric microbiota during high recreation periods. However, the overall results indicate that recreational activities have a short-lived effect on the stream. In this work, we established a first-of-its-kind holistic assessment of the impact of anthropogenic activity on a natural stream by simultaneously considering changes in the organic, inorganic, and microbial fingerprints.

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评估休闲活动对河流的影响:科罗拉多州案例研究
以水为基础的娱乐活动会对淡水系统产生影响,但由此对天然溪流的化学和微生物组成造成的人为改变仍然知之甚少。我们利用最先进的分析方法,包括液相色谱-高分辨质谱法(LC-HRMS)、电感耦合等离子体质谱法(ICP-MS)和 16S rRNA 基因测序法,研究了科罗拉多州戈尔登市清溪的娱乐活动导致的溪流化学和微生物变化。我们在夏季周末假期进行了为期 3 天的时空采样,当时有大量的休闲浮筒活动。非目标 LC-HRMS 分析表明,在娱乐活动较多的日子和地点,有机指纹与娱乐活动较少的日子和地点相比有很大差异。同样,总悬浮固体的增加与悬浮颗粒金属浓度(Al、Cu、Ti、Pb 和 Zn)相关。元素比率表明,金属来源是休闲活动引起的河床沉积物再悬浮,而不是其他人为输入(如含钛/锌的防晒霜)。基因测序显示,溪流微生物群落发生了重大变化,这支持了在娱乐活动频繁期间与人类相关的肠道微生物群的输入。不过,总体结果表明,娱乐活动对溪流的影响是短暂的。在这项工作中,我们首次通过同时考虑有机、无机和微生物指纹的变化,对人类活动对自然溪流的影响进行了整体评估。
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