KWR Water Research Institute, P.O. Box 1072, 3430 BB Nieuwegein, the Netherlands.
KWR Water Research Institute, P.O. Box 1072, 3430 BB Nieuwegein, the Netherlands.
Sci Total Environ. 2024 Nov 25;953:175767. doi: 10.1016/j.scitotenv.2024.175767. Epub 2024 Aug 30.
Drug consumption estimates are traditionally based on surveys or information from police seizures. Alternatively, residues of illicit drugs in untreated wastewater (influent) can be used to calculate mass loads and subsequently estimate drug consumption in the community throughout the week. For this purpose, wastewater is commonly sampled for seven consecutive days within the Sewage analysis CORe group Europe (SCORE), while other sampling schemes may be implemented in long-term studies outside this consortium. The current study demonstrates how sampling frequency of illicit drug residues in the influent of wastewater treatment plants (WWTPs) affects the derived weekly average. Thirty WWTPs were sampled over the course of 12 years and influents were analyzed for five drugs (metabolites): 3,4-methylenedioxymethamphetamine (MDMA), methamphetamine, amphetamine, benzoylecgonine (a metabolite of cocaine), and 11-nor-9-Carboxy tetrahydrocannabinol (THC-COOH). Subsequently, small and large WWTPs were grouped with a threshold of 100,000 inhabitants. After data curation, standardized loads were calculated (mg/d per 1000 inhabitants). Weekly averages of loads of the drug residues were calculated based on six scenarios (sampling one to six weekdays) and compared to the weekly average in the control situation (sampling seven weekdays) in a Monte Carlo simulation. Results indicate that drug residues with more dynamic loads over a week require more frequent sampling. The analysis illustrates that a decreased sampling frequency (4 or 5 days per week) still leads to a representative weekly average for all drugs tested when a deviation up to a factor of 1.25 is deemed acceptable. However, knowledge on typical levels is necessary to define outliers. We therefore recommend to study dynamics in drug residue loads for WWTPs before reducing sampling frequency in long term monitoring programs.
药物消费估计传统上基于调查或警方缉获的信息。或者,可以使用未经处理的废水中(进水)的非法药物残留来计算质量负荷,然后估算整个星期社区的药物消费。为此,在 Sewage analysis CORe group Europe(SCORE)中,废水通常在连续七天内进行采样,而在该联盟之外的长期研究中可能会采用其他采样方案。本研究展示了污水处理厂(WWTP)进水中毒品残留的采样频率如何影响推导的每周平均值。在 12 年的时间里,对 30 个 WWTP 进行了采样,并对 5 种药物(代谢物)进行了进水分析:3,4-亚甲二氧基甲基苯丙胺(MDMA)、甲基苯丙胺、苯丙胺、苯甲酰古柯碱(可卡因的代谢物)和 11-去甲-9-羧酸四氢大麻酚(THC-COOH)。然后,将小 WWTP 和大 WWTP 按照 10 万人的阈值进行分组。数据整理后,计算了标准化负荷(每 1000 名居民每天 mg/d)。根据六种方案(采样一到六个工作日)计算了药物残留的每周平均值,并在蒙特卡罗模拟中与控制情况下(采样七个工作日)的每周平均值进行了比较。结果表明,一周内动态负荷较高的药物残留需要更频繁的采样。分析表明,当偏差高达 1.25 倍时,采样频率降低(每周 4 或 5 天)仍然可以为所有测试药物提供有代表性的每周平均值。然而,需要了解典型水平才能确定异常值。因此,我们建议在长期监测计划中降低采样频率之前,先研究 WWTP 中药物残留负荷的动态变化。