Office of Water, US Environmental Protection Agency, Washington DC, United States.
Int J Hyg Environ Health. 2018 May;221(4):704-711. doi: 10.1016/j.ijheh.2018.03.001. Epub 2018 Mar 8.
Spore reduction can be used as a surrogate measure of Cryptosporidium natural filtration efficiency. Estimates of log10 (log) reduction were derived from spore measurements in paired surface and well water samples in Casper Wyoming and Kearney Nebraska. We found that these data were suitable for testing the hypothesis (H) that the average reduction at each site was 2 log or less, using a one-sided Student's t-test. After establishing data quality objectives for the test (expressed as tolerable Type I and Type II error rates), we evaluated the test's performance as a function of the (a) true log reduction, (b) number of paired samples assayed and (c) variance of observed log reductions. We found that 36 paired spore samples are sufficient to achieve the objectives over a wide range of variance, including the variances observed in the two data sets. We also explored the feasibility of using smaller numbers of paired spore samples to supplement bioparticle counts for screening purposes in alluvial aquifers, to differentiate wells with large volume surface water induced recharge from wells with negligible surface water induced recharge. With key assumptions, we propose a normal statistical test of the same hypothesis (H), but with different performance objectives. As few as six paired spore samples appear adequate as a screening metric to supplement bioparticle counts to differentiate wells in alluvial aquifers with large volume surface water induced recharge. For the case when all available information (including failure to reject H based on the limited paired spore data) leads to the conclusion that wells have large surface water induced recharge, we recommend further evaluation using additional paired biweekly spore samples.
孢子减少率可作为隐孢子虫自然过滤效率的替代衡量标准。怀俄明州卡斯珀和内布拉斯加州科尔尼的地表水和井水样本的孢子测量结果可用来估计减少率的对数(以 10 为底的对数)。我们发现,这些数据适合用于检验以下假设(H):每个地点的平均减少率小于或等于 2 对数,采用单侧学生 t 检验。在为该检验设定数据质量目标(表示为可接受的Ⅰ型和Ⅱ型错误率)之后,我们根据以下三个因素评估了检验的性能:(a)真实减少率,(b)检测的配对样本数量和(c)观测减少率的方差。我们发现,在广泛的方差范围内(包括两个数据集所观察到的方差),36 对孢子样本足以实现目标。我们还探讨了使用较少数量的配对孢子样本来补充生物粒子计数的可行性,以便在冲积含水层中进行筛选,从而区分具有大量地表水补给的井和具有可忽略地表水补给的井。基于关键假设,我们提出了一个相同假设(H)的正常统计检验,但具有不同的性能目标。只要 6 对配对孢子样本就足以作为补充生物粒子计数的筛选指标,用于区分具有大量地表水补给的冲积含水层中的井。在所有可用信息(包括根据有限的配对孢子数据未能拒绝 H)都表明井具有大量地表水补给的情况下,我们建议使用更多的双周孢子样本进行进一步评估。