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Using analogous sectors to build good practice resources in regulation of urban faecal sludge emptying and transport. 利用类似部门建立城市粪便污泥排空和运输管理的良好实践资源。
IF 3.5 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-07-22 eCollection Date: 2026-10-08 DOI: 10.1039/d5ew01108f
Claire Grisaffi, Paul Leinster, Alesia Ofori, Sandy Mae A Gaspay, Florence Muheirwe, Alison Parker

In eastern and southern Africa, faecal sludge emptying and transport is the dominant urban sanitation solution, mainly delivered by a diverse and largely informal private sector. While regulation is advancing, there is limited evidence on how to build compliance among service providers at scale. This article explores learning from six analogous sectors - street food vending, informal transport, artisanal mining, alternative water supply, construction waste management, and municipal waste pickers - to inform effective regulatory practices. A rapid literature review (220 publications) and expert input (24 sector specialists) were combined with 19 key informant interviews with regional sanitation regulators. The findings highlight emerging good practices: making compliance clear, simple, visible, and valued; understanding service providers' economic and social and normative drivers; and using participatory, adaptive regulation. Key insights include the need to move beyond binary views of informality, tailor policies to diverse provider types, and work effectively through associations. Limitations of information-based tools like vehicle tracking were also noted. Recommendations for a more inclusive regulatory approach are proposed.

在东部和南部非洲,粪便污泥的排空和运输是主要的城市卫生解决方案,主要由多样化且基本上是非正式的私营部门提供。虽然监管正在推进,但关于如何在服务提供商之间大规模建立合规性的证据有限。本文探讨了六个类似行业的经验教训——街头食品贩卖、非正规交通、手工采矿、替代供水、建筑垃圾管理和城市垃圾拾荒者——为有效的监管实践提供信息。快速文献综述(220份出版物)和专家意见(24名部门专家)结合了19次与区域卫生监管机构的关键信息提供者访谈。调查结果强调了新兴的良好实践:使合规清晰、简单、可见和有价值;了解服务提供者的经济、社会和规范驱动因素;使用参与式的适应性监管。关键的见解包括需要超越非正式性的二元视图,为不同的提供者类型量身定制策略,以及通过协会有效地工作。还注意到车辆跟踪等基于信息的工具的局限性。对更具包容性的监管方法提出了建议。
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引用次数: 0
Friend or foe? The unintended consequences of l-cysteine in microbiologically influenced corrosion experiments 是敌是友?l-半胱氨酸在微生物影响腐蚀实验中的意外后果
IF 3.1 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-05-15 DOI: 10.1039/D6EW00159A
M. A. Javed, D. C. Fong and S. A. Wade

A key challenge in microbiologically influenced corrosion (MIC) laboratory-based research is the limited comparability of test results generated across different laboratories. This is due, in part, to variations in experimental protocols, including differences in how oxygen levels are controlled in test solutions. L-Cysteine, for example, has been widely used to help maintain anaerobic conditions by reducing dissolved oxygen, yet its direct impact on corrosion behavior remains largely unexamined. This study investigates the effects of L-cysteine on MIC of carbon steel by sulfate-reducing bacteria (SRB). Anaerobic immersion tests were conducted to compare corrosion rates, pit depths, and bacterial activity in biotic and abiotic systems with and without L-cysteine. It was found that L-cysteine addition led to markedly higher SRB growth and corrosion rates, even though dissolved oxygen concentrations in solutions tested with and without L-cysteine remained within the same range over time. These results suggest that L-cysteine may enhance MIC through metabolic pathways unrelated to oxygen scavenging, such as increased sulfur availability for sulfide production and/or alterations to the biofilm microenvironment. This work challenges the conventional view of L-cysteine as a simple oxygen scavenger and underscores the need for standardized MIC testing protocols that account for its multifaceted biological and chemical effects.

微生物影响腐蚀(MIC)实验室研究的一个关键挑战是不同实验室产生的测试结果的可比性有限。这在一定程度上是由于实验方案的不同,包括在测试溶液中如何控制氧含量的差异。例如,l -半胱氨酸已被广泛用于通过减少溶解氧来帮助维持厌氧条件,但其对腐蚀行为的直接影响在很大程度上仍未得到研究。研究了l -半胱氨酸对硫酸盐还原菌(SRB)对碳钢MIC的影响。进行厌氧浸泡试验,比较有l -半胱氨酸和无l -半胱氨酸的生物和非生物系统中的腐蚀速率、坑深和细菌活性。结果发现,添加l -半胱氨酸可以显著提高SRB的生长和腐蚀速率,尽管在添加和不添加l -半胱氨酸的溶液中溶解氧浓度随时间的推移保持在相同的范围内。这些结果表明,l -半胱氨酸可能通过与氧清除无关的代谢途径增强MIC,例如增加硫化物生产的硫利用率和/或改变生物膜微环境。这项工作挑战了l -半胱氨酸作为一种简单的氧气清除剂的传统观点,并强调需要标准化的MIC测试方案,以解释其多方面的生物和化学作用。
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引用次数: 0
Sonochemical degradation of per- and polyfluoroalkyl substances (PFAS): mechanisms, efficacy, and future directions 全氟和多氟烷基物质(PFAS)的声化学降解:机制、功效和未来方向
IF 3.1 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-05-14 DOI: 10.1039/D6EW00190D
Takshak Shende, Shruti Sarkate, Md. Saiful Islam and Gangadhar Andaluri

Per- and polyfluoroalkyl substances (PFAS) are a class of persistent organic pollutants characterized by their exceptional chemical stability, environmental mobility, and adverse health effects. Their widespread presence in water resources and resistance to conventional treatment methods necessitate the development of effective destructive technologies. Sonochemical degradation, an advanced oxidation process (AOP) driven by acoustic cavitation, has emerged as a promising technology for the complete mineralization of PFAS. While previous reviews have provided foundational overviews, this work critically synthesizes the latest mechanistic insights, quantitative kinetic models, and emerging byproduct considerations (e.g. volatile organic fluorine (VOF) compounds) that distinguish the current state-of-the-art from earlier understanding. We systematically examine the effects of frequency, power density, solution chemistry (pH, temperature, matrix components), and PFAS molecular structure on degradation rates, with a new emphasis on Langmuir–Hinshelwood and Michaelis–Menten kinetic frameworks. The review uniquely integrates data from complex environmental matrices (groundwater, soils, AFFF source zones, ion exchange regeneration brines) and evaluates the energy efficiency of synergistic systems (sono-persulfate, sono-electrochemical, sono-piezocatalytic) using standardized electrical energy per order (EE/O) metrics. This review identifies critical knowledge gaps, including the fate of VOF byproducts, the scalability of hybrid reactors, and the treatment of short-chain PFAS. By addressing these areas, the work provides a forward-looking perspective on the research and engineering required to advance sonochemistry to field-scale remediation.

全氟烷基和多氟烷基物质(PFAS)是一类持久性有机污染物,其特点是具有特殊的化学稳定性、环境流动性和不利的健康影响。它们在水资源中的广泛存在以及对常规处理方法的抗性需要开发有效的破坏性技术。声化学降解是一种由声空化驱动的高级氧化过程(AOP),已成为全矿化PFAS的一种有前途的技术。虽然以前的评论提供了基础概述,但这项工作批判性地综合了最新的机制见解,定量动力学模型和新兴的副产品考虑(例如挥发性有机氟(VOF)化合物),将当前最先进的技术与早期的理解区分出来。我们系统地研究了频率、功率密度、溶液化学(pH、温度、基质成分)和PFAS分子结构对降解率的影响,并重点研究了Langmuir-Hinshelwood和Michaelis-Menten动力学框架。该综述独特地整合了来自复杂环境矩阵(地下水、土壤、AFFF源区、离子交换再生盐水)的数据,并使用标准化的每单次电能(EE/O)指标评估了协同系统(过硫酸盐、电化学、压电催化)的能源效率。本综述确定了关键的知识空白,包括VOF副产物的命运、混合反应器的可扩展性以及短链PFAS的处理。通过解决这些领域的问题,该工作为将声化学推进到现场规模修复所需的研究和工程提供了前瞻性的视角。
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引用次数: 0
Assessment of quality and geochemical properties of groundwater for multipurpose utility in the northeastern district of Tamil Nadu state 泰米尔纳德邦东北部地区多用途地下水水质和地球化学性质评价
IF 3.1 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-05-13 DOI: 10.1039/D5EW01056J
Vrinda Vijayan and Thilagavathi Rajendiran

Groundwater quality in coastal aquifers is increasingly threatened by salinization and anthropogenic pressures, necessitating integrated assessment approaches. This study evaluates the hydrogeochemical characteristics and groundwater suitability in the Cuddalore district, Tamil Nadu, India, using a multi-index process-based framework. The study region is geologically, geomorphologically, and hydro-geologically more interesting; a total of 69 groundwater samples were collected and analysed for major hydrochemical parameters. Water quality index (WQI) classifies the groundwater samples into five categories, and around 58% of samples are in the excellent to good category, 26% of samples are in the poor to very poor category, and 16% of samples are unsuitable for drinking. Hydrochemical facies results indicate that Na–Cl and mixed Ca–Mg–Cl are predominant water types, and this reflects the influence of the reverse ion exchange, mineral weathering, and saline conditions. Moreover, cation–anion relation and electrical conductivity ranges in the coastal regions authorize the presence of a saline nature. Irrigation suitability assessments demonstrate that 54% of the samples belong to the C3S1 class, indicating moderate suitability, while approximately 10% of the samples are under high salinity hazard classifications. Elevated sodium and salinity levels in localised areas may adversely affect soil permeability and crop productivity. Ultimately, the results demonstrate that groundwater chemistry in this region is governed by the combined effects of rock–water interaction in the hard rock region, agricultural inputs, and coastal salinization. The integrated approach adopted in this study provides a reliable framework for groundwater quality assessment and management in coastal aquifers, offering applicability to similar hydrogeological settings worldwide.

沿海含水层的地下水质量日益受到盐碱化和人为压力的威胁,需要采取综合评价方法。本文采用基于多指标过程的框架评价了印度泰米尔纳德邦Cuddalore地区的水文地球化学特征和地下水适宜性。研究区域在地质、地貌和水文地质方面比较有趣;共采集了69个地下水样本,并对主要水化学参数进行了分析。水质指数(Water quality index, WQI)将地下水样本分为五类,约58%的样本为优至良,26%的样本为差至极差,16%的样本不适合饮用。水化学相结果表明,Na-Cl和混合Ca-Mg-Cl是主要的水类型,这反映了反向离子交换、矿物风化和盐化条件的影响。此外,沿海地区的正负离子关系和电导率范围证实了盐性的存在。灌溉适宜性评价表明,54%的样品属于C3S1类,适宜性中等,约10%的样品属于高盐危害等级。局部地区钠盐水平升高可能对土壤渗透性和作物生产力产生不利影响。最后,研究结果表明,该地区的地下水化学受硬岩区岩石-水相互作用、农业投入和沿海盐渍化的综合影响。本研究采用的综合方法为沿海含水层的地下水质量评价和管理提供了可靠的框架,可适用于全球类似的水文地质环境。
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引用次数: 0
Hydrogel-coated polyamide nanofiltration membranes for seawater ion separation 水凝胶包被聚酰胺纳滤膜用于海水离子分离
IF 3.1 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-05-13 DOI: 10.1039/D6EW00099A
Nawshad Akther, Kanchan Sharma, Youngwoo Choo, Jaichander Swaminathan, Pengfei Zhang, Hideto Matsuyama and Gayathri Naidu

In this study, a fully aromatic thin-film composite (TFC) polyamide layer was prepared on a porous polyethersulfone substrate via interfacial polymerization and subsequently coated with a glutaraldehyde (GA)-cross-linked polyvinyl alcohol (PVA) hydrogel to form a TFC PVA composite. Compared with two commercial nanofiltration (NF) membranes (NF270 and TS80), the hydrogel coating increased transport resistance and modified ion separation behavior. Consequently, the seawater permeate flux of the TFC PVA membrane decreased (2.2 L m−2 h−1 at 4 bar) following hydrogel coating, while rejection of major ions increased (Na+ and K+: 40–46%; Ca2+ and Mg2+: 67–74%). Moderate boron rejection (45%) was also observed at natural seawater pH without chemical adjustment, while commercial NF membranes NF270 and TS80 showed negligible boron rejection. Although membrane permeability decreased following hydrogel coating, stable operation was maintained over 38 h of continuous filtration relative to the uncoated TFC membrane. These combined mechanisms confer unique separation characteristics, highlighting the TFC PVA membrane's potential for use in targeted ion-removal tasks in resource recovery and removal of ions in pretreatment of high salinity water.

在本研究中,通过界面聚合在多孔聚醚砜基底上制备了一层全芳香族薄膜复合聚酰胺(TFC),然后涂覆戊二醛(GA)-交联聚乙烯醇(PVA)水凝胶,形成TFC - PVA复合材料。与两种商用纳滤膜(NF270和TS80)相比,水凝胶涂层提高了传输阻力,改变了离子分离行为。因此,水凝胶涂层后,TFC PVA膜的海水渗透通量降低(在4 bar时为2.2 L m−2 h−1),而对主要离子的截留增加(Na+和K+: 40-46%; Ca2+和Mg2+: 67-74%)。在不进行化学调节的天然海水pH条件下,可观察到适度的硼截留率(45%),而商用滤膜NF270和TS80的硼截留率可以忽略不计。尽管水凝胶涂覆后膜的通透性降低,但相对于未涂覆的TFC膜,连续过滤38小时后仍能保持稳定运行。这些综合机制赋予了TFC PVA膜独特的分离特性,突出了TFC PVA膜在高盐度水预处理中用于资源回收和离子去除的靶向离子去除任务中的潜力。
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引用次数: 0
Improved prediction of pharmaceutical concentrations in wastewater using numerical correction factors applied to prescribing information 应用数值校正因子对处方信息进行废水中药物浓度的改进预测
IF 3.1 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-05-12 DOI: 10.1039/D6EW00193A
Bruce Petrie and Elise Cartmell

Pharmaceuticals and metabolites excreted by humans are a threat to aquatic ecosystems globally. Gaps exist in environmental data sets which can be filled by predicting concentrations using prescribing data available at suitable spatial (e.g., wastewater treatment plant [WWTP] catchment area) and temporal scale (e.g., monthly). The aim was to improve the accuracy of predicted pharmaceutical concentrations in untreated influent wastewater. A conventional prediction approach of applying human excretion information to prescribing data found three of 12 analytes (metformin, desmethylvenlafaxine and clarithromycin) had acceptable predictions (within ±50% of their measured concentration) at three WWTPs of varying size. Several analytes had systematic underestimated predictions across WWTPs related to low analyte excretion rates. Laboratory-scale gravity sewer experiments revealed an important contributor was glucuronide metabolite deconjugation back to their parent pharmaceutical which could not be accounted for using excretion information. Therefore, numerical correction factors were derived (0.027–0.86) from prescribing and wastewater data to establish the fraction of prescribed pharmaceuticals found in wastewater. These account for changes between prescription of a pharmaceutical and its presence in wastewater (e.g., human metabolism and in-sewer transformation) without the need to quantify and correct for them individually. This enabled acceptable predictions for another six analytes (carbamazepine, propranolol, venlafaxine, fluoxetine, norfluoxetine and desmethylclarithromycin). Therefore, incorporating this approach in prediction models for treated effluents and river water can improve their accuracy for improved risk assessment. This is key to identify where subsequent technological or ‘upstream’ intervention is needed to target pharmaceutical environmental impacts.

人类排泄的药物和代谢物对全球水生生态系统构成威胁。环境数据集中存在空白,可以通过使用适当空间(例如,污水处理厂集水区)和时间尺度(例如,每月)的处方数据来预测浓度来填补。目的是提高未经处理的进水废水中药物浓度预测的准确性。将人类排泄信息应用于处方数据的传统预测方法发现,在三个不同大小的污水处理厂,12种分析物中有3种(二甲双胍、去甲基文拉法辛和克拉霉素)具有可接受的预测(在其测量浓度的±50%以内)。一些分析人员系统性地低估了污水处理厂与低分析物排泄率相关的预测。实验室规模的重力下水道实验揭示了一个重要的贡献是葡萄糖醛酸代谢物解结回母体药物,这不能用排泄信息来解释。因此,从处方和废水数据中导出数值校正因子(0.027-0.86),建立废水中处方药的含量。这些方法解释了药物处方与其在废水中存在之间的变化(例如,人体代谢和下水道内转化),而无需单独量化和纠正它们。这使得对另外六种分析物(卡马西平、心得安、文拉法辛、氟西汀、去甲氟西汀和去甲基克拉霉素)的预测可以接受。因此,将这种方法纳入处理过的污水和河水的预测模型可以提高其准确性,从而改进风险评估。这是确定后续技术或“上游”干预需要针对制药环境影响的关键。
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引用次数: 0
Effects of single and combined microplastic and copper ion contamination on sequencing batch reactor performance and microbial community 微塑料和铜离子污染对序批式反应器性能和微生物群落的影响
IF 3.1 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-05-11 DOI: 10.1039/D5EW01129A
Yixuan Chu, Xudong Tang, Shaochen Bian, Yongmin Chen, Lei Zheng, Hua Wang and Chengran Fang

Microplastics (MPs) are ubiquitous in wastewater treatment plants (WWTPs), but there is still much to learn about their role in WWTPs. In this study, polypropylene (PP) and polylactic acid (PLA) were added to a sequencing batch reactor (SBR), and the single and combined effects of MPs and copper ions on the wastewater treatment process were evaluated. The study revealed that single copper ions had a significant negative effect on SBR operational performance, inhibiting the removal efficiency of chemical oxygen demand (COD) and nitrogenous compounds. The removal efficiencies of COD and NH4+-N decreased to 70.61% and 16.42%, respectively, at the end of the SBR. Single MPs had no effects on SBR performance. However, when MPs coexisted with copper ions, the MPs partially mitigated the toxicity of copper ions through adsorption. In addition, the coexistence of MPs with copper ions significantly promoted the secretion of extracellular polymers (EPS). Copper ions significantly affected the abundance of copper resistance genes (CRGs), while MPs in combination with copper ions could promote the abundance of CRGs. The combination of MPs and copper ions increased the abundance of antibiotics resistance genes (ARGs) and integrons (intl1), and PLA presented a more severe risk of transmission compared to PP. Furthermore, single copper ions significantly suppressed the abundance and diversity of microbial communities, while MPs and copper ions combined to relieve the inhibitory effect of single copper ions on microbial communities. Dechloromonas, OLB12, Saccharimonadales, and Blastocatellaceae were the dominant genera in SBR. pcoA, copA, and cusA were the primary CRGs influencing the copper resistance of Dechloromonas, while sul1, sul2, tetQ, and tetM were the main ARGs affecting Dechloromonas and Saccharimonadales. This study provides new insights into understanding the effects of heavy metal and MPs contamination on the performance of SBR.

微塑料(MPs)在污水处理厂(WWTPs)中无处不在,但它们在污水处理厂(WWTPs)中的作用仍有待了解。在序批式反应器(SBR)中加入聚丙烯(PP)和聚乳酸(PLA),考察了MPs和铜离子对废水处理过程的单独和联合影响。研究表明,单个铜离子对SBR的运行性能有显著的负面影响,抑制了化学需氧量(COD)和氮化合物的去除效率。在SBR结束时,COD和NH4+-N的去除率分别降至70.61%和16.42%。单个MPs对SBR性能无影响。然而,当MPs与铜离子共存时,MPs通过吸附部分减轻了铜离子的毒性。此外,MPs与铜离子的共存显著促进了细胞外聚合物(EPS)的分泌。铜离子显著影响抗铜基因(CRGs)的丰度,而MPs与铜离子的结合可以促进CRGs的丰度。MPs与铜离子的结合增加了抗生素耐药基因(ARGs)和整合子(int1)的丰度,PLA的传播风险比PP更严重。此外,单个铜离子显著抑制微生物群落的丰度和多样性,而MPs与铜离子的结合则缓解了单个铜离子对微生物群落的抑制作用。脱氯单胞菌属、OLB12属、Saccharimonadales属和Blastocatellaceae属是SBR的优势属。pcoA、copA和cusA是影响脱氯单胞菌铜抗性的主要ARGs,而sul1、sul2、tetQ和tetM是影响脱氯单胞菌和Saccharimonadales的主要ARGs。该研究为了解重金属和MPs污染对SBR性能的影响提供了新的见解。
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引用次数: 0
Hybrid CEEMDAN–deep learning models for COD prediction in wastewater treatment plants 混合ceemdan -深度学习模型用于污水处理厂COD预测
IF 3.1 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-05-11 DOI: 10.1039/D6EW00014B
Saeed Samadianfard, Egemen Aras, Damla Yılmaz Çelik, Mohammad Taghi Sattari and Orhan Gündüz

Precise and timely chemical oxygen demand (COD) prediction is key to regulatory compliance and process control in a full-scale wastewater treatment, but laboratory assays and sluggish online measurements hinder responsiveness. Thus, a deployment-conceived hybrid pipeline for near-term COD predictions is proposed in this study. This method introduces a deployment-oriented hybrid framework that integrates complete ensemble empirical mode decomposition with adaptive noise (CEEMDAN), gated recurrent units (GRU), and a multi-objective observer-teacher-learner-based optimizer (MOOTLBO) for near-term COD forecasting. Daily measurements from the Gebze municipal wastewater treatment plant (Türkiye) between 2019 and 2023 were collected from regularly available measured data together with total suspended solids, total nitrogen, total phosphorus, and pH with statistically enlightened lags to encode process memory. Intrinsic mode functions were obtained from the COD series with the application of CEEMDAN, and the intrinsic mode functions were concatenated with exogenous features and forwarded to recurrent learners. Long short-term memory (LSTM) and gated recurrent units (GRU) were studied as two potential configurations in the study. Hyperparameters were optimized with a multi-objective observer-teacher-learner optimizer (MOOTLBO) in order to balance fidelity, parsimony, and training cost. Evaluation occurred on a held-out test set (80/20 partition) with RMSE, MAE, R2, MAPE, MBE, and KGE metrics. Across alternatives, decomposition-then-learn decreased error compared with non-decomposed baselines. A CEEMDAN–GRU variant turned out to be the most accurate configuration, which reached good performance with RMSE = 2.84 mg L−1, MAE = 2.28 mg L−1, R2 = 0.9999, MAPE = 0.46%, MBE = 1.47 mg L−1, and KGE = 0.9974. In an optimized CEEMDAN–GRU–MOOTLBO configuration, similarly strong accuracy (RMSE = 4.19 mg L−1, MAE = 2.66 mg L−1, R2 = 0.9999, MAPE = 0.52%, MBE = 0.16 mg L−1, KGE = 0.9997) was obtained with excellent bias control. In view of accuracy, stability, and runtime, the CEEMDAN–GRU family represents the most suitable choice for real-time soft sensing of COD, facilitating proactive control and early warning with the presence of changing influent conditions in challenging plant practice.

准确和及时的化学需氧量(COD)预测是全面废水处理中符合法规和过程控制的关键,但实验室分析和缓慢的在线测量阻碍了响应。因此,本研究提出了一种部署构思的混合管道,用于近期COD预测。该方法引入了一个面向部署的混合框架,该框架集成了具有自适应噪声的完整集成经验模式分解(CEEMDAN)、门控循环单元(GRU)和用于近期COD预测的基于观察者-教师-学习者的多目标优化器(MOOTLBO)。2019年至2023年,格布泽城市污水处理厂(t rkiye)的日常测量数据与总悬浮固体、总氮、总磷和pH值一起收集,统计滞后以编码过程记忆。应用CEEMDAN从COD序列中获得本征模态函数,并将本征模态函数与外生特征连接,转发给循环学习器。长短期记忆(LSTM)和门控循环单元(GRU)作为两种可能的配置进行了研究。采用多目标观察者-教师-学习者优化器(MOOTLBO)对超参数进行优化,以平衡逼真度、简约性和训练成本。使用RMSE、MAE、R2、MAPE、MBE和KGE指标在一个固定测试集(80/20分区)上进行评估。在各种替代方案中,与未分解的基线相比,分解后学习减少了误差。CEEMDAN-GRU变体配置最准确,RMSE = 2.84 mg L−1,MAE = 2.28 mg L−1,R2 = 0.9999, MAPE = 0.46%, MBE = 1.47 mg L−1,KGE = 0.9974。在优化的CEEMDAN-GRU-MOOTLBO配置中,获得了同样高的准确度(RMSE = 4.19 mg L−1,MAE = 2.66 mg L−1,R2 = 0.9999, MAPE = 0.52%, MBE = 0.16 mg L−1,KGE = 0.9997),并具有良好的偏倚控制。考虑到准确性、稳定性和运行时间,CEEMDAN-GRU系列代表了COD实时软测量的最合适选择,有助于在具有挑战性的工厂实践中对进水条件变化进行主动控制和预警。
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引用次数: 0
Enhancing protein pre-hydrolysis via effluent recirculation towards high-rate household food waste anaerobic digestion using an expanded granular sludge bed reactor 利用膨胀颗粒污泥床反应器通过污水再循环对高速率家庭食物垃圾厌氧消化增强蛋白质预水解
IF 3.1 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-05-11 DOI: 10.1039/D6EW00070C
Yonghong Wang, Min Ye, Zhuoying Qi, Lianpei Zou, Yu-You Li and Jianyong Liu

Anaerobic digestion (AD) of household food waste (HFW) can be promoted greatly using a high-rate reactor like expanded granular sludge bed (EGSB), but the low hydrolysis efficiency of the solid organics limits its practical applications. In this study, protein hydrolysis was identified as the limiting factor for achieving high-rate AD in the EGSB reactor, and then, EGSB effluent recirculation was implemented to enhance its pre-hydrolysis. An EGSB reactor treating HFW was operated with an increasing organic loading rate from 2.0 to 9.0 g COD/L/d to identify the key hydrolysis-limiting solid organic component (carbohydrate or protein) of HFW. The results showed that the protein removal efficiency was 54–64%, much lower than that of carbohydrate (89–99%). Protein hydrolysis was implied as the bottleneck restricting high-rate AD performance for treating HFW in the EGSB reactor. On this basis, effluent recirculation from the EGSB to a pre-hydrolysis reactor at a ratio of 0.5 was applied to enhance the hydrolysis of HFW. It was found that the carbohydrate hydrolysis efficiency increased from 86% to 93%, while the hydrolysis efficiency of protein increased by a factor of two (from 27% to 53%) at pH 6.5. The enrichment of Proteiniphilum (from 0.3% to 39.0%) enhanced protein hydrolysis in the recirculated pre-hydrolysis reactor. These findings suggest that EGSB effluent recirculation is an effective and practical way to enhance the protein pre-hydrolysis of HFW, thereby enabling the high-rate AD of HFW using the EGSB reactor.

膨胀颗粒污泥床(EGSB)是一种高效的反应器,可以极大地促进生活垃圾(HFW)的厌氧消化(AD),但固体有机物的水解效率较低,限制了其实际应用。本研究将蛋白质水解确定为EGSB反应器实现高速率AD的限制因素,并对EGSB出水进行回用,以增强其预水解能力。采用EGSB反应器处理HFW,将有机负荷从2.0 g /L/d增加到9.0 g /L/d,以确定HFW的关键水解限制固体有机成分(碳水化合物或蛋白质)。结果表明,蛋白质的去除率为54 ~ 64%,远低于碳水化合物的去除率(89 ~ 99%)。蛋白质水解是制约EGSB反应器处理高速率AD性能的瓶颈。在此基础上,将EGSB出水按0.5的比例再循环至预水解反应器,以提高HFW的水解效率。结果表明,在pH为6.5时,碳水化合物的水解效率从86%提高到93%,蛋白质的水解效率提高了2倍(从27%提高到53%)。Proteiniphilum的富集(从0.3%增加到39.0%)促进了循环预水解反应器中蛋白质的水解。上述结果表明,EGSB出水回灌是一种有效且实用的方法,可以增强高水解水解水解水解的蛋白,从而实现EGSB反应器对高水解水解水解水解的效果。
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引用次数: 0
Exploration of how the molecular structure surrounding the β-dicarbonyl group impacts formation of brominated haloacetic acids 探索β-二羰基周围的分子结构如何影响溴化卤化乙酸的形成
IF 3.1 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-05-08 DOI: 10.1039/D5EW01262G
Polly Grundy, Peter Jarvis, John Fawell, Pablo Campo, Emma Goslan, John Haley and Bruce Jefferson

Disinfection by-products (DBPs) are formed during the chlorination of drinking water and present a risk to human health, with brominated DBPs identified as more toxic than their chlorinated analogues. The most widely regulated DBPs are trihalomethanes (THMs), but increasingly focus is on haloacetic acids (HAAs), including consideration of all nine brominated and chlorinated HAAs for regulation (HAA9). Recently, aliphatic carbonyl compounds have been recognised as important DBP precursors and to favour bromine incorporation. This research specifically focuses on smaller aliphatic carbonyl precursors, enabling identification of the molecular-level features that are most significant for increasing the risk of forming the more toxic brominated DBPs and for reducing compliance with potential HAA9 regulations. This showed that β-keto acids present a particular problem due to their high propensity for bromination and Br-HAA formation. However, in the context of HAA9 standards, the neutral ester compounds were equally significant due to formation of the mixed chlorinated and brominated bromochloroacetic acid, which is within the currently unregulated HAAs. The enhanced understanding of Br-DBP formation from such hydrophilic organic precursors is important as such compounds are poorly removed by standard coagulation water treatment and are formed during oxidative treatment processes. Consequently, source waters containing these compounds and bromide are at significant risk of forming unacceptable levels of HAA9, a problem which becomes increasingly urgent as pressure on resources forces reliance on poorer quality drinking water sources containing higher levels of bromide. Further, the work shows that current monitoring approaches are inadequate when we need to consider HAA9.

消毒副产物(DBPs)是在饮用水氯化过程中形成的,对人类健康构成威胁,溴化DBPs被认为比其氯化类似物毒性更大。最广泛监管的dbp是三卤甲烷(THMs),但越来越多的关注卤乙酸(HAAs),包括考虑所有九种溴化和氯化HAAs进行监管(HAA9)。最近,脂肪族羰基化合物被认为是重要的DBP前体,并有利于溴的掺入。本研究特别关注较小的脂肪族羰基前体,从而鉴定出对增加形成毒性更大的溴化dbp的风险和降低对潜在HAA9法规的遵从性最重要的分子水平特征。这表明β-酮酸由于其溴化和Br-HAA形成的高倾向而呈现出一个特殊的问题。然而,在HAA9标准的背景下,中性酯化合物同样重要,因为形成了氯化和溴化的混合溴氯乙酸,这是目前不受监管的HAAs。加强对这种亲水性有机前体形成Br-DBP的理解是很重要的,因为这种化合物很难被标准的混凝水处理去除,并且在氧化处理过程中形成。因此,含有这些化合物和溴化物的水源面临形成不可接受的HAA9水平的重大风险,随着资源压力迫使人们依赖含有较高溴化物的质量较差的饮用水源,这一问题变得日益紧迫。此外,这项工作表明,当我们需要考虑HAA9时,目前的监测方法是不够的。
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引用次数: 0
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Environmental Science: Water Research & Technology
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