Department of Earth and Environmental Engineering, Columbia University, 918 S.W. Mudd, Mail Code: 4711, New York, NY, USA.
Department of Geochemistry, Lamont Doherty Earth Observatory, 61 Route 9W, - PO Box 1000, Palisades, NY, USA.
Sci Total Environ. 2017 Feb 15;580:168-177. doi: 10.1016/j.scitotenv.2016.11.116. Epub 2016 Dec 24.
To protect recreational water users from waterborne pathogen exposure, it is crucial that waterways are monitored for the presence of harmful bacteria. In NYC, a citizen science campaign is monitoring waterways impacted by inputs of storm water and untreated sewage during periods of rainfall. However, the spatial and temporal scales over which the monitoring program can sample are constrained by cost and time, thus hindering the construction of databases that benefit both scientists and citizens. In this study, we first illustrate the scientific value of a citizen scientist monitoring campaign by using the data collected through the campaign to characterize the seasonal variability of sampled bacterial concentration as well as its response to antecedent rainfall. Second, we examine the efficacy of the HyServe Compact Dry ETC method, a lower cost and time-efficient alternative to the EPA-approved IDEXX Enterolert method for fecal indicator monitoring, through a paired sample comparison of IDEXX and HyServe (total of 424 paired samples). The HyServe and IDEXX methods return the same result for over 80% of the samples with regard to whether a water sample is above or below the EPA's recreational water quality criteria for a single sample of 110 enterococci per 100mL. The HyServe method classified as unsafe 90% of the 119 water samples that were classified as having unsafe enterococci concentrations by the more established IDEXX method. This study seeks to encourage other scientists to engage with citizen scientist communities and to also pursue the development of cost- and time-efficient methodologies to sample environmental variables that are not easily collected or analyzed in an automated manner.
为了保护休闲水域使用者免受水源性病原体的暴露,监测水道中是否存在有害细菌至关重要。在纽约市,一项公民科学运动正在监测受雨水和未经处理的污水输入影响的水道,监测时间为降雨期间。然而,监测计划可以采样的时空尺度受到成本和时间的限制,从而阻碍了既有益于科学家又有益于公民的数据库的构建。在本研究中,我们首先通过使用该运动收集的数据来说明公民科学家监测运动的科学价值,这些数据用于描述采样细菌浓度的季节性变化及其对前期降雨的响应。其次,我们通过 IDEXX 和 HyServe(共 424 对样本)的配对样本比较来检验 HyServe Compact Dry ETC 方法的效果,该方法是一种成本更低、时间效率更高的替代 EPA 批准的 IDEXX Enterolert 方法,用于粪便指示物监测。HyServe 和 IDEXX 方法在超过 80%的样本中返回相同的结果,这些样本是关于水样是否高于或低于 EPA 对单个水样 110 个每 100 毫升肠球菌的休闲水质标准。HyServe 方法将 119 个水样中的 90%归类为不安全,这些水样的肠球菌浓度被更成熟的 IDEXX 方法归类为不安全。本研究旨在鼓励其他科学家与公民科学家社区合作,并寻求开发成本效益高、时间效率高的方法来采样环境变量,这些变量不容易以自动化方式收集或分析。