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How do water matrices influence QSPR models in wastewater treatment?–A case study on the sonolytic elimination of phenol derivates 水基质如何影响废水处理中的QSPR模型?超声消解苯酚衍生物的案例研究
Pub Date : 2023-11-14 DOI: 10.1371/journal.pwat.0000201
Judith Glienke, Michael Stelter, Patrick Braeutigam
As the demand of freshwater increases with simultaneously aggravated climatic challenges, the development of efficient and effective water purification methods is of high importance. Qualitative Structure-Property Relationships (QSPRs) can support this process by calculating a correlation between the molecular structure and the degradability of water pollutants in a defined removal procedure, expressed by the kinetic constant of their removal. This can help to receive more mechanistical interpretation of the underlying process, but also to reduce experimental costs and time. As most QSPR models in wastewater treatment research are based on experimental data using ultrapure water as reaction solutions, it is still unknown to which extent QSPR models for different water matrices differ from each other with regard to selected descriptors and performance. Therefore, in this study the sonolytic degradation of 32 phenol derivates was investigated for three different water matrices (NaCl, Glucose, NaCl+Glucose) and compared to a previous study in ultrapure water. With only very few exceptions, the addition of water additives reduced the degradability of the target analytes. Based on these four datasets, QSPR modelling, respecting all five OECD principles for reliable QSPR models, were performed using numerous internal and external validations as well as statistical quality assurances to ensure good regression abilities as well as stability and predictivity. As the final four models were compared, it was observed that the descriptor selection and model calculation were highly impacted by the water additives. This was also confirmed when the descriptor pools of the best 10 models for each water composition were compared, as the descriptor pools were also highly dissimilar, indicating a shift in structural importance when changing the water composition. It could be shown that water matrices significantly influence the results of QSPR modelling even at very low concentrations of the matrix components.
随着淡水需求的增加和气候挑战的加剧,开发高效的水净化方法是非常重要的。定性结构-性质关系(QSPRs)可以通过计算分子结构与水污染物在确定的去除过程中的可降解性之间的相关性来支持这一过程,该过程由去除的动力学常数表示。这有助于获得对潜在过程的更机械的解释,也可以减少实验成本和时间。由于废水处理研究中的大多数QSPR模型都是基于超纯水作为反应溶液的实验数据,不同水基质的QSPR模型在选择描述符和性能方面的差异程度尚不清楚。因此,本研究研究了32种苯酚衍生物在三种不同水基质(NaCl、葡萄糖、NaCl+葡萄糖)下的声解降解,并与之前在超纯水中的研究进行了比较。除了极少数例外,水添加剂的加入降低了目标分析物的可降解性。基于这四个数据集,QSPR建模遵循OECD关于可靠QSPR模型的所有五项原则,通过大量的内部和外部验证以及统计质量保证进行,以确保良好的回归能力、稳定性和预测性。通过对最后四种模型的比较,可以发现描述符的选择和模型的计算受到水添加剂的高度影响。当比较每种水成分的最佳10个模型的描述符池时,也证实了这一点,因为描述符池也高度不同,表明在改变水成分时结构重要性发生了变化。可以证明,即使在非常低浓度的基质成分下,水基质也会显著影响QSPR建模的结果。
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引用次数: 0
A tale of two communities: Comparing user perceptions of condominial and conventional sewer systems in Salvador, Brazil 两个社区的故事:比较巴西萨尔瓦多用户对共用和传统下水道系统的看法
Pub Date : 2023-11-06 DOI: 10.1371/journal.pwat.0000129
Fabiana Almerinda G. Palma, Jonatas Fernandes Araújo Sodré, Nivison Nery, Luciana Joaquim Oliveira, Joe Brown, Anu Bourgeois, Claire A. Spears, Cassandra White, Federico Costa, Christine E. Stauber
Problems of access and quality of sanitary sewage disproportionately impact the health of populations in urban peripheries of low-and middle-income countries. The condominial sewer system is a practical, low-cost, effective, and simplified engineering approach compared to conventional sewer systems. In support of meeting the sanitation needs in highly populated urban settings, there is a need to understand the residents’ perceptions regarding the advantages and disadvantages of this sanitation model compared to conventional sewer systems. We conducted a cross-sectional study from September to December 2021 in two urban communities of Salvador, Bahia, Brazil, where condominial and conventional sewer systems had been implemented in the last five years. Of the 203 residents we interviewed, 50.7% lived in a site served by a condominial sewer system. Residents in the condominial sewer site reported not connecting to public sewage network (23.7% vs. 11.2%; p = 0.022) more often than in the conventional site. They reported more collective action to solve urban sanitation problems (69.9% vs. 54.0%; p = 0.020), such as manhole cleaning and unclogging efforts to fix plumbing. Despite these challenges, these residents expressed that the current service quality is better than it was in the previous two years. Our results suggest that even within urban periphery communities of a large Brazilian city, disparities exist in access to and quality of sanitation services that may be linked to sewage system implementation. Implementing simplified sewer systems is important to meet the growing sanitation demands of urban areas. However, these systems should also play a role in reducing sanitation disparities and the adoption of participatory approaches to meet the needs of populations in the most disadvantaged conditions. Despite challenging conditions, there is the potential for community engagement and active participation in sanitation-related matters, which could enhance the implementation and long-term sustainability of these systems.
卫生污水的获取和质量问题对低收入和中等收入国家城市边缘地区人口的健康产生了不成比例的影响。与传统的下水道系统相比,共用下水道系统是一种实用、低成本、有效和简化的工程方法。为了支持满足人口密集的城市环境中的卫生需求,需要了解居民对这种卫生模式与传统下水道系统相比的优缺点的看法。我们于2021年9月至12月在巴西巴伊亚州萨尔瓦多的两个城市社区进行了一项横断面研究,这些社区在过去五年中实施了共有和传统的下水道系统。在我们采访的203名居民中,50.7%的人居住在共用下水道系统的地方。合用下水道工地的居民报告没有连接到公共污水管网(23.7%对11.2%;P = 0.022)。他们报告了更多的集体行动来解决城市卫生问题(69.9% vs. 54.0%;P = 0.020),例如检修孔的清洁和疏通管道的努力。尽管面临这些挑战,但这些居民表示,目前的服务质量比前两年要好。我们的研究结果表明,即使在巴西大城市的城市外围社区,卫生服务的获取和质量也存在差异,这可能与污水处理系统的实施有关。实施简化的下水道系统对于满足城市地区日益增长的卫生需求非常重要。但是,这些系统也应在减少卫生差距和采取参与性办法以满足处境最不利的人口的需要方面发挥作用。尽管条件具有挑战性,但社区参与和积极参与与卫生有关的事项是有潜力的,这可以加强这些系统的实施和长期可持续性。
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引用次数: 0
Key mechanisms of a gender and socially inclusive community engagement and participatory design approach in the RISE program in Makassar, Indonesia and Suva, Fiji 印度尼西亚望加锡和斐济苏瓦RISE项目中性别和社会包容性社区参与和参与式设计方法的关键机制
Pub Date : 2023-11-03 DOI: 10.1371/journal.pwat.0000186
Naomi Francis, Becky Batagol, Allison P. Salinger, Litea Meo-Sewabu, Audra C. Bass, Sudirman Nasir, Daša Moschonas, Ruzka R. Taruc, Syaidah Syamsul, Hamdan Habsji, Autiko Tela, Isoa Vakarewa, Michaela F. Prescott, Isabel Charles, Idha Riu, Alexander Wilson, Mere Jane Sawailau, Losalini Malumu, Sheela S. Sinharoy
Globally, more than one billion people live in urban informal settlements and experience suboptimal access to safe water, sanitation and hygiene (WASH). Participatory approaches are increasingly being promoted in WASH interventions, but the key elements of these approaches are not well-defined. The Revitalising Informal Settlements and their Environments (RISE) program launched in 2017 uses a participatory approach to co-design water-sensitive infrastructure with residents of 24 urban informal settlements in Makassar, Indonesia and Suva, Fiji. Our objective was to identify key mechanisms of a gender and socially inclusive participatory approach for engaging diverse people in RISE. We conducted and analysed semi-structured in-depth interviews (IDIs) with 49 RISE program staff; IDIs with 29 residents from RISE settlements in Indonesia and Fiji; and 6 focus group discussions (FGDs) with RISE residents in Fiji in 2020–2021, after participatory design activities were complete. Resident participants were purposively selected for representation of women and men; high and low participation in RISE; and different levels of disability/impairment. The question guides were informed by the Consolidated Framework for Implementation Research (CFIR), which defines 39 constructs (grouped into five domains) that describe an intervention. The IDI and FGD transcripts were analysed thematically with deductive codes based on the CFIR. For each of the five CFIR domains, the construct that was most relevant to mechanisms for the engagement of diverse people was used for the final analysis. The findings identified several key mechanisms for engaging diverse residents in programs like RISE. Four of these are recommended for future implementation and scale-ups of RISE and similar programs: engaging with residents at the household level (and potentially the individual level); incorporating flexibility and adaptability throughout the program; having a diverse team; and maintaining regular contact and positive rapport between the staff and participants.
在全球范围内,有超过10亿人生活在城市非正规住区,他们获得安全饮用水、环境卫生和个人卫生的机会不够理想。在讲卫生运动的干预措施中越来越多地提倡参与性方法,但这些方法的关键要素没有明确定义。2017年启动的非正式住区及其环境振兴(RISE)项目采用参与式方法,与印度尼西亚望加锡和斐济苏瓦的24个城市非正式住区的居民共同设计水敏感型基础设施。我们的目标是确定性别和社会包容性参与性方法的关键机制,以吸引不同的人参与RISE。我们对49名RISE项目工作人员进行了半结构化深度访谈(IDIs)并进行了分析;IDIs有29名来自印度尼西亚和斐济RISE定居点的居民;并在参与式设计活动完成后,于2020-2021年与斐济RISE居民进行6次焦点小组讨论(fgd)。有目的地选择常驻参与者,以代表女性和男性;RISE的高低参与;以及不同程度的残疾/损伤。问题指南由实施研究综合框架(CFIR)提供信息,该框架定义了39个描述干预的结构(分为五个领域)。利用基于CFIR的演绎编码对IDI和FGD转录本进行了主题分析。对于五个CFIR领域中的每一个,与不同人员参与机制最相关的结构用于最终分析。研究结果确定了几个关键机制,让不同的居民参与像RISE这样的项目。建议在未来实施和扩大RISE及类似项目时采取以下四项措施:在家庭层面(也可能在个人层面)与居民接触;在整个项目中融入灵活性和适应性;拥有多元化的团队;保持员工和参与者之间的定期联系和积极的关系。
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引用次数: 0
Nature based solutions for flood risks: What insights do the social representations of experts provide? 基于自然的洪水风险解决方案:专家的社会代表提供了什么见解?
Pub Date : 2023-11-01 DOI: 10.1371/journal.pwat.0000116
Pénélope Brueder, Alexandra Schleyer-Lindenmann, Corinne Curt, Franck Taillandier
In the context of intensification of flood risks, Nature Based Solutions constitute an interesting approach to conciliate population’s protection and biodiversity. While this recently emerging concept has been the subject of studies in social sciences, there is no work yet with a social representation approach. In this work, we propose to study Nature Based Solutions for flood risk management through the prism of social representations and how they frame the implementation of Nature Based Solutions projects in the field (obstacles and levers). We interviewed 19 flood experts who can be divided into two groups regarding Nature Based Solutions: theorists and practitioners. We studied their discourses using two types of analyses: a lexicometric analysis of the similarities and a thematic analysis. The results showed that Nature Based Solution is a social representation object in its complexity, the polarisation it creates and its technicality. The two groups of participants have different representations. The practitioners may consider the Nature Based Solutions as "greenwashing" since they are presented as new and innovative, while the theorists contrast their Nature Based Solutions’ vision with a "grey" vision influenced by French civil engineering culture and a need to control ecosystems. Both groups agree that Nature Based Solutions thinking is about "leaving more room for nature", which echoes Dunlap’s New Environmental Paradigm. Moreover, the results suggest that the expression “Nature Based Solutions” is not well suited to all actors. We encourage using the expression “vegetal engineering” which may provide an opportunity to reconnect with the techniques applied in the field. It also enhances the value of ancestral knowledge, which allows the general public to better connect with the concept.
在洪水风险加剧的背景下,基于自然的解决方案构成了一种有趣的方法来协调人口保护和生物多样性。虽然这个最近出现的概念一直是社会科学研究的主题,但还没有关于社会表征方法的工作。在这项工作中,我们建议通过社会表征的棱镜来研究基于自然的洪水风险管理解决方案,以及它们如何在实地(障碍和杠杆)框架中实施基于自然的解决方案项目。我们采访了19位洪水专家,他们在基于自然的解决方案方面可以分为两组:理论家和实践者。我们使用两种类型的分析来研究他们的语篇:相似度的词汇计量分析和主题分析。结果表明,基于自然的解决方案是一个社会表征对象,它的复杂性,它创造的两极分化和它的技术性。两组参与者有不同的表述。实践者可能会认为基于自然的解决方案是“绿色清洗”,因为它们是新颖和创新的,而理论家则将其基于自然的解决方案的愿景与受法国土木工程文化和控制生态系统需求影响的“灰色”愿景进行了对比。两组人都认为基于自然的解决方案思想是关于“为自然留下更多空间”,这与邓拉普的新环境范式相呼应。此外,结果表明,“基于自然的解决方案”的表达并不适合所有参与者。我们鼓励使用“植物工程”一词,这可能提供与该领域应用的技术重新联系的机会。它还提高了祖先知识的价值,使公众能够更好地与这个概念联系起来。
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引用次数: 0
Safe and sustainable water in cities 安全、可持续的城市用水
Pub Date : 2023-10-30 DOI: 10.1371/journal.pwat.0000202
Abishek Sankara Narayan, Jennifer Davis
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引用次数: 0
Analysis of Microcystis aeruginosa physiology by spectral flow cytometry: Impact of chemical and light exposure 用光谱流式细胞术分析铜绿微囊藻的生理:化学和光照的影响
Pub Date : 2023-10-27 DOI: 10.1371/journal.pwat.0000177
Emma T. Brentjens, Elizabeth A. K. Beall, Robert M. Zucker
M . aeruginosa fluorescent changes were observed using a Cytek Aurora spectral flow cytometer that contains 5 lasers and 64 narrow band detectors located between 365 and 829 nm. Cyanobacteria were treated with different concentrations of H 2 O 2 and then monitored after exposure between 1 and 8 days. The red fluorescence emission derived from the excitation of cyanobacteria with a yellow green laser (550 nm) was measured in the 652–669 nm detector while green fluorescence from excitation with a violet laser (405 nm) was measured in the 532–550 nm detector. The changes in these parameters were measured after the addition of H 2 O 2 . There was an initial increase in red fluorescence intensity at 24 hours. This was followed by a daily decrease in red fluorescence intensity. In contrast, green fluorescence increased at 24 hours and remained higher than the control for the duration of the 8-day study. A similar fluorescence intensity effect as H 2 O 2 on M . aeruginosa fluorescence emissions was observed after exposure to acetylacetone, diuron (DCMU), peracetic acid, and tryptoline. Minimal growth was also observed in H 2 O 2 treated cyanobacteria during exposure of H 2 O 2 for 24 days. In another experiment, H 2 O 2 -treated cyanobacteria were exposed to high-intensity blue (14 mW) and UV (1 mW) lights to assess the effects of light stress on fluorescence emissions. The combination of blue and UV light with H 2 O 2 had a synergistic effect on M . aeruginosa that induced greater fluorescent differences between control and treated samples than exposure to either stimulus individually. These experiments suggest that the early increase in red and green fluorescence may be due to an inhibition in the ability of photosynthesis to process photons. Further research into the mechanisms driving these increases in fluorescence is necessary.
M。使用Cytek Aurora光谱流式细胞仪观察铜绿假单胞菌的荧光变化,该流式细胞仪包含5个激光器和64个位于365至829 nm之间的窄带检测器。用不同浓度的h2o2处理蓝藻,并在接触后1 ~ 8天进行监测。在652-669 nm的检测器上测量了黄绿色激光(550 nm)激发蓝藻产生的红色荧光,在532-550 nm的检测器上测量了紫色激光(405 nm)激发蓝藻产生的绿色荧光。在加入h2o2后,测量了这些参数的变化。红色荧光强度在24小时开始增加。随后,红色荧光强度每天都在下降。相比之下,绿色荧光在24小时增加,并在8天的研究期间保持高于对照组。与h2o2对M的荧光强度效应相似。暴露于乙酰丙酮、二脲(DCMU)、过氧乙酸和色氨酸后观察绿脓杆菌的荧光发射。在暴露于h2o2 24天期间,也观察到在h2o2处理的蓝藻中生长最小。在另一项实验中,将经过h2o2处理的蓝藻暴露在高强度蓝光(14 mW)和紫外线(1 mW)光下,以评估光胁迫对荧光发射的影响。蓝光、紫外光与h2o2的组合对M有增效作用。与单独暴露于任何一种刺激相比,铜绿菌在对照和处理样品之间引起更大的荧光差异。这些实验表明,红色和绿色荧光的早期增加可能是由于光合作用处理光子的能力受到抑制。进一步研究驱动这些荧光增加的机制是必要的。
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引用次数: 0
Low-cost domestic rainwater harvesting in rural southeast Madagascar: A process and outcome evaluation 马达加斯加东南部农村低成本家庭雨水收集:一个过程和结果评估
Pub Date : 2023-10-25 DOI: 10.1371/journal.pwat.0000053
Jasmine Kelly, Mamonjisoa Tsilahatsy, Tolotra Carnot, Ramanantsiadiana Wilmin Fidelos, Giona Randriamanampy, Andrianarivelo Zafindrazana Charlier, Emilie Kowalczewski, Lomba Hasoavana, Mamy Andriatsihosena, Harry Chaplin, Hugo Legge
In settings where communities rely on unimproved water sources, household rainwater harvesting (HRWH) may improve the quality and quantity of water available. This research presents results from a two-year controlled before-and-after study that evaluated the impact of low-cost HRWH on household water collection habits, hygiene practices and prevalence of childhood diarrhoea in rural Madagascar. The study assessed system functionality, water quality and the acceptability of requesting household financial investment (16–20 USD). Surveys were administered to enrolled intervention households (n = 138) and control households (n = 276) at baseline and endline. Water quality tests at endline compared microbial contamination in a sub-sample of HRWH systems (n = 22) and public water sources (n = 8). Difference-in-difference analyses were used to compare changes in outcomes between study arms at baseline and endline. At endline 111 (75%) of systems were functional with an average age of 1.25 years. Microbial contamination was 39.3 TTC/100ml in community water sources compared with 23.3 TTC/100ml in the HRWH systems (coef: -16.0, 95CI: -37.3 to 5.2, p = 0.133). 85 (57%) of households completed their repayment plans while remaining households owed on average 3.7 USD. There was weak evidence to suggest that intervention households collected more water per capita day than controls (adj coefficient: 3.45; 95CI: -2.51 to 9.41, p = 0.257). Intervention households had 11% higher absolute risk of owning a handwashing station compared against controls (95CI: 0.00 to 0.23; p = 0.06). There was no evidence of differences in ownership of soap or prevalence of childhood diarrhoea between study arms. Overall, operation and maintenance of the systems remained high, users demonstrated willingness to pay, and there was weak evidence that water provision at the household increased domestic consumption. However, the systems did not provide contaminant-free water. We conclude that HRWH using low-cost, locally available materials can increase household access to water in areas reliant on limited communal water sources.
在社区依赖未经改善的水源的环境中,家庭雨水收集(HRWH)可以改善可用水的质量和数量。这项研究介绍了一项为期两年的前后对照研究的结果,该研究评估了低成本的卫生保健对马达加斯加农村家庭取水习惯、卫生习惯和儿童腹泻患病率的影响。该研究评估了系统功能、水质和要求家庭投资的可接受性(16-20美元)。在基线和终点对纳入的干预家庭(n = 138)和对照家庭(n = 276)进行调查。终点的水质测试比较了HRWH系统(n = 22)和公共水源(n = 8)的子样本中的微生物污染。采用差异中差异分析来比较基线和终点研究组之间结果的变化。在末线111(75%),系统功能正常,平均年龄为1.25年。社区水源的微生物污染为39.3 TTC/100ml,而HRWH系统为23.3 TTC/100ml(系数:-16.0,95% ci: -37.3 ~ 5.2, p = 0.133)。85%(57%)的家庭完成了还款计划,其余家庭平均欠款3.7美元。有微弱的证据表明,干预家庭的人均日用水量高于对照组(adj系数:3.45;95CI: -2.51 ~ 9.41, p = 0.257)。干预家庭拥有洗手站的绝对风险比对照组高11% (95CI: 0.00至0.23;P = 0.06)。没有证据表明两组研究对象在肥皂拥有率或儿童腹泻患病率方面存在差异。总的来说,这些系统的操作和维修费用仍然很高,用户表示愿意付费,而且没有多少证据表明家庭供水增加了家庭消费。然而,这些系统并没有提供无污染的水。我们的结论是,在依赖有限公共水源的地区,使用低成本、当地可获得的材料的卫生保健机构可以增加家庭用水。
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引用次数: 0
Microbial community function and bacterial pathogen composition in pit latrines in peri-urban Malawi 马拉维城郊坑式厕所微生物群落功能和细菌病原体组成
Pub Date : 2023-10-18 DOI: 10.1371/journal.pwat.0000171
Savanna K. Smith, Benjamin B. Risk, Rochelle H. Holm, Elizabeth Tilley, Petros Chigwechokha, Drew Capone, Joe Brown, Francis L. de los Reyes
Despite the widespread global reliance on pit latrines as improved sanitation systems, the decomposition of waste within pit latrines is poorly understood. One area needing elucidation is the characterization and function of microbial communities within pit latrines. To address this gap, we characterized the microbial communities of 55 lined pit latrines at three sampling layers from two communities in peri-urban Malawi. The microbial communities of the fecal sludge samples were analyzed for beta diversity, pathogen presence, and functional profiling. Household surveys were conducted and used to compare microbial community patterns to household characteristics and pit latrine use patterns. Compared to activated sludge, anaerobic digestion in municipal wastewater systems, and human gut microbiomes, pit latrines were found to contain unique microbial communities. While the microbial community composition as a whole did not vary by sampling depth, pathogen composition varied by sampling depth, location, and household water source. The inferred microbial function also varied by depth ( e . g ., increase in methanogens and decrease in aerobes with depth). The richness of lined pit latrines determined from surface samples from eight latrines was found to be representative for a given area. Samples from middle and lower depths collected using a Gulper pump did not provide more information on richness, a result that informs future sampling designs. These findings are important for improving waste-based epidemiology (WBE) approaches to understand community health and waste degradation characterization of lined pit latrines.
尽管全球普遍依赖坑式厕所作为改进的卫生系统,但人们对坑式厕所内废物的分解知之甚少。需要阐明的一个领域是坑式厕所内微生物群落的特征和功能。为了解决这一差距,我们在马拉维城郊两个社区的三个采样层对55个内衬坑式厕所的微生物群落进行了表征。对粪便污泥样品的微生物群落进行了β多样性、病原体存在和功能分析。进行了家庭调查,并将微生物群落模式与家庭特征和坑式厕所使用模式进行了比较。与活性污泥、城市污水系统中的厌氧消化和人体肠道微生物群相比,坑式厕所被发现含有独特的微生物群落。虽然微生物群落组成整体上不随采样深度而变化,但病原体组成因采样深度、地点和家庭水源而变化。推断出的微生物功能也随深度的不同而变化。G .随着深度的增加,产甲烷菌增加,好氧菌减少)。从8个厕所的表面样本中确定的衬里坑厕所的丰富程度被发现对给定地区具有代表性。使用Gulper泵从中低深度收集的样本没有提供更多的丰富度信息,这一结果为未来的采样设计提供了信息。这些发现对于改进基于废物的流行病学(WBE)方法以了解衬砌坑式厕所的社区卫生和废物降解特征具有重要意义。
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引用次数: 0
Using detrending to assess SARS-CoV-2 wastewater loads as a leading indicator of fluctuations in COVID-19 cases at fine temporal scales: Correlations across twenty sewersheds in North Carolina 利用趋势分析评估SARS-CoV-2废水负荷作为精细时间尺度上COVID-19病例波动的领先指标:北卡罗来纳州20个下水道的相关性
Pub Date : 2023-10-18 DOI: 10.1371/journal.pwat.0000140
Kelly Hoffman, David Holcomb, Stacie Reckling, Thomas Clerkin, Denene Blackwood, Rachelle Beattie, Francis de los Reyes, Angela Harris, Helena Mitasova, Nadine Kotlarz, Jill Stewart, Jacob Kazenelson, Lawrence Cahoon, Arthur Frampton, Mariya Munir, Allison Lee, Steven Berkowitz, Rachel Noble, Virginia T. Guidry, Lawrence Engel, Marc Serre, Ariel Christensen
Wastewater surveillance emerged during the COVID-19 pandemic as a novel strategy for tracking the burden of illness in communities. Previous work has shown that trends in wastewater SARS-CoV-2 viral loads correlate well with reported COVID-19 case trends over longer time periods (i.e., months). We used detrending time series to reveal shorter sub-trend patterns (i.e., weeks) to identify leads or lags in the temporal alignment of the wastewater/case relationship. Daily incident COVID-19 cases and twice-weekly wastewater SARS-CoV-2 viral loads measured at 20 North Carolina sewersheds in 2021 were detrended using smoothing ranges of ∞, 16, 8, 4 and 2 weeks, to produce detrended cases and wastewater viral loads at progressively finer time scales. For each sewershed and smoothing range, we calculated the Spearman correlation between the cases and the wastewater viral loads with offsets of -7 to +7 days. We identified a conclusive lead/lag relationship at 15 of 20 sewersheds, with detrended wastewater loads temporally leading detrended COVID-19 cases at 11 of these sites. For the 11 leading sites, the correlation between wastewater loads and cases was greatest for wastewater loads sampled at a median lead time of 6 days before the cases were reported. Distinct lead/lag relationships were the most pronounced after detrending with smoothing ranges of 4–8 weeks, suggesting that SARS-CoV-2 wastewater viral loads can track fluctuations in COVID-19 case incidence rates at fine time scales and may serve as a leading indicator in many settings. These results could help public health officials identify, and deploy timely responses in, areas where cases are increasing faster than the overall pandemic trend.
在2019冠状病毒病大流行期间,废水监测作为一种追踪社区疾病负担的新战略出现。之前的研究表明,废水中SARS-CoV-2病毒载量的趋势与较长时间(即数月)报告的COVID-19病例趋势密切相关。我们使用去趋势时间序列来揭示较短的子趋势模式(即周),以确定废水/病例关系的时间排列中的线索或滞后。使用∞、16周、8周、4周和2周的平滑范围对2021年在北卡罗来纳州20个下水道测量的每日发生的COVID-19病例和每周两次的废水SARS-CoV-2病毒载量进行去趋势化,以在逐渐细化的时间尺度上产生去趋势病例和废水病毒载量。对于每个下水道和平滑范围,我们计算了病例与废水病毒载量之间的Spearman相关性,偏移量为-7至+7天。我们在20个下水道中的15个发现了决定性的领先/滞后关系,其中11个站点的非趋势污水负荷暂时领先于非趋势COVID-19病例。对于11个主要站点,在报告病例前6天的中位前置时间采样的废水负荷与病例之间的相关性最大。在平滑范围为4-8周的去趋势后,明显的领先/滞后关系最为明显,这表明SARS-CoV-2废水病毒载量可以在精细的时间尺度上跟踪COVID-19病例发病率的波动,并可能在许多情况下作为领先指标。这些结果可以帮助公共卫生官员识别病例增长速度快于总体流行趋势的地区,并在这些地区及时部署应对措施。
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引用次数: 0
Assessing the impact of anthropogenic influences on the sediment quality of Owalla Reservoir, Southwest, Nigeria 人为影响对尼日利亚西南部奥瓦拉水库沉积物质量的影响评估
Pub Date : 2023-10-11 DOI: 10.1371/journal.pwat.0000135
Adedeji Idowu Aduwo, Taiwo Adekanmi Adesakin, Abayomi Tolulope Oyewale, Israel Funso Adeniyi
The study aims to investigate the impact of anthropogenic influences within the catchment areas on the sediment physico-chemical quality of Owalla Reservoir in Osun State, Nigeria with the primary aim of creating baseline information on the aspect of limnology. Twenty sampling stations were established along the reservoir representing, its three different sections and two zones. The sampling was conducted for a period of two years to cover both seasons of the year in the area. The sediment samples were collected using a Van-Veen grab of 0.04 m 2 area (0.2m × 0.2m) from the waterbed at each sampling locations; labelled, kept in cooler at 4°C and transported to the laboratory for the analysis. The reservoir sediment was mainly clayey-sand in texture, while the particle size distribution was in this order: sand (73.1%) > clay (17.4%) > silt (9.4%). The exchangeable cations order of dominance was in this order: Mg 2+ > Ca 2+ > H + > Al 3+ > K + >Na + and anions in this order: PO 3 4 - > SO 4 2- > NO 3 - > Cl - . The highest mean values for water depth, transparency, air temperature, water temperature and sediment temperature (5.28 ± 0.40 m, 1.60 ± 0.05 m, 31.90 ± 0.29°C, 30.6 ± 0.18°C and 27.6 ± 0.23°C) were recorded during the dry season compared with the rainy season. The results obtained from this study, shows that Owalla Reservoir is fairly clean and not contaminated with toxic pollutants. The sediment pH is within acidic range, and enriched with nutrients due to the anthropogenic activities around this reservoir catchment areas. However, if the organic enrichments and siltation in this reservoir is not controlled, it could lead to the future eutrophication of this waterbody, which can cause water quality degradation, alter the aquatic biota and natural ageing process of this reservoir making it unsuitable for its purposes.
这项研究的目的是调查汇水区内人为影响对尼日利亚奥孙州奥瓦拉水库沉积物物理化学质量的影响,其主要目的是建立关于湖沼学方面的基线信息。沿着水库建立了20个采样站,代表水库的三个不同部分和两个区域。采样进行了两年,覆盖了该地区一年中的两个季节。在每个采样点,采用Van-Veen抓手从水床处采集0.04 m2 (0.2m × 0.2m)的沉积物样品;标记,保存在4°C的冷却器中,并运输到实验室进行分析。库区沉积物结构以粘砂为主,粒径分布顺序为:砂(73.1%)>克莱(17.4%)>淤泥(9.4%)。交换阳离子的优势度顺序为:mg2 + >Ca 2+ >H + >Al 3+ >K + >Na +和阴离子按此顺序排列:po34 - >so4 2- >NO 3 - >Cl -。水深、透明度、气温、水温和底温的平均值分别为5.28±0.40 m、1.60±0.05 m、31.90±0.29°C、30.6±0.18°C和27.6±0.23°C,旱季高于雨季。研究结果表明,奥瓦拉水库是相当清洁的,没有受到有毒污染物的污染。沉积物pH值在酸性范围内,由于水库集水区周围的人为活动,沉积物中营养物质丰富。然而,如果不控制该水库的有机富集和淤积,可能导致该水体未来的富营养化,从而导致水质退化,改变水生生物群和该水库的自然老化过程,使其不适合其用途。
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