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Harnessing Activated Sludge for the Treatment of Hydrothermal Liquefaction Wastewater: A Proof-of-Concept Study. 利用活性污泥处理水热液化废水:概念验证研究。
IF 1.9 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-01 DOI: 10.1002/wer.70313
Cyrus Li, Jiefu Wang, Meicen Liu, Yi Zheng, Sandeep Kumar, Isamu Umeda, Chandan Mahata, John Norton, Zhi-Wu Wang

Although hydrothermal liquefaction (HTL) is the leading technology in converting wet biomass into bioenergy, the treatment of its toxic-laden aqueous phase wastewater presents a major challenge on its path toward commercial viability. This study presents the first-ever assessment of sewage sludge-fed HTL wastewater (SS-HTLWW) treatment and toxic compound removal using municipal activated sludge (AS) by optimizing its cultivation condition. It was found that AS with optimized pretreatment can remove up to 91.2% of the soluble chemical oxygen demand (sCOD) in SS-HTLWW, of which up to 82% can be attributed to biological mineralization and adsorption of sCOD by AS. Conventional bioprocess optimization techniques, including overliming, elevated temperatures, and nutrient supplementation, were found to raise the maximum rate of sCOD utilization (Rm) of AS treatment by 44%, 67%, and 45%, respectively. The variation in the maximum degradation potential (Dmax) after 23 days of treatment across all groups was negligible. Adjusting the SS-HTLWW dilution factor from 20× to 10× resulted in no significant difference in Rm or Dmax values due to the counteracting effects of high substrate and inhibitor concentrations. Additionally, AS was able to eliminate almost all N-heterocycles, phenolic compounds, and organic acids found in SS-HTLWW. This suggested that AS can both survive in and mitigate the high level of toxicity associated with SS-HTLWW; however, the high levels of recalcitrant COD after treatment may require further attention before it can be adequately discharged. The insights gained from this study are poised to interest engineers and treatment plant operators in search of efficient strategies for SS-HTLWW management and the broader application of HTL.

虽然水热液化(HTL)是将湿生物质转化为生物能源的领先技术,但其含毒性水相废水的处理是其走向商业可行性的主要挑战。本研究首次通过优化城市活性污泥的培养条件,评价了城市活性污泥(AS)对污水污泥处理htlww (SS-HTLWW)和去除有毒化合物的效果。结果表明,经优化预处理的AS对SS-HTLWW中可溶性化学需氧量(sCOD)的去除率高达91.2%,其中高达82%可归因于AS对sCOD的生物矿化和吸附作用。传统的生物工艺优化技术,包括超滤、高温和营养补充,分别使AS处理的最大sCOD利用率(Rm)提高44%、67%和45%。处理23天后,各组最大降解电位(Dmax)的变化可以忽略不计。将SS-HTLWW稀释因子从20倍调整到10倍,由于高底物和抑制剂浓度的抵消作用,Rm或Dmax值没有显著差异。此外,AS能够消除SS-HTLWW中发现的几乎所有n -杂环、酚类化合物和有机酸。说明AS能在SS-HTLWW中存活并减轻高毒性;然而,处理后高浓度的顽固性COD可能需要进一步注意才能充分排放。从这项研究中获得的见解将引起工程师和处理厂运营商的兴趣,以寻找SS-HTLWW管理和HTL更广泛应用的有效策略。
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引用次数: 0
Who Upgrades the Plant? A Tripartite Evolutionary Game Model for PPCPs Removal Technology Adoption. 谁来升级工厂?PPCPs去除技术采用的三方演化博弈模型
IF 1.9 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-01 DOI: 10.1002/wer.70308
Xue Lei, Yuying Luo, Fengmei Liu, Xueguo Xu

Pharmaceuticals and personal care products (PPCPs) contamination in aquatic environments has attracted considerable research attention, yet most studies focus on treatment technologies while the governance mechanisms coordinating stakeholder behavior remain underexplored. This study develops a tripartite evolutionary game model to analyze strategic interactions among pharmaceutical enterprises, wastewater treatment plants, and government environmental agencies in PPCPs pollution control. Replicator dynamics and stability analysis identify six stable equilibrium configurations and reveal that complete cooperation equilibrium cannot achieve asymptotic stability due to government fiscal incentives for regulatory withdrawal. Results demonstrate that technology-upgrading decisions of treatment plants respond primarily to government subsidies and penalties rather than upstream enterprise behavior. The mathematical finding that upstream enterprise production choices do not directly alter treatment plant upgrading incentives through cost transmission channels reveals that market-based coordination cannot spontaneously emerge without regulatory intervention, thereby strengthening the theoretical case for sustained government engagement. Sensitivity analysis indicates that reducing clean production costs and enhancing green product revenues accelerate system convergence toward environmentally favorable equilibria. Additional sensitivity analysis of treatment plant subsidy and penalty parameters confirms that both positive incentives and negative sanctions effectively promote technology adoption when appropriately calibrated. These findings provide theoretical guidance for designing differentiated policy instruments that balance market incentives with sustained regulatory oversight.

水生环境中的药品和个人护理产品污染引起了相当大的研究关注,但大多数研究都集中在处理技术上,而协调利益相关者行为的治理机制尚未得到充分探讨。本研究建立了一个三方演化博弈模型,分析制药企业、污水处理厂和政府环境部门在ppcp污染控制中的战略互动。复制因子动力学和稳定性分析确定了6种稳定的均衡配置,并揭示了由于政府对监管退出的财政激励,完全合作均衡不能达到渐近稳定。结果表明,污水处理厂的技术升级决策主要受政府补贴和处罚的影响,而非上游企业的行为。通过成本传导渠道,上游企业的生产选择不会直接改变处理厂的升级激励,这一数学发现表明,如果没有监管干预,市场协调不可能自发出现,从而加强了政府持续参与的理论依据。敏感性分析表明,降低清洁生产成本和提高绿色产品收益加速了系统向环境有利均衡的趋同。对处理厂补贴和处罚参数的额外敏感性分析证实,在适当校准的情况下,积极激励和消极制裁都能有效促进技术采用。这些发现为设计平衡市场激励与持续监管的差异化政策工具提供了理论指导。
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引用次数: 0
Techno-Economic and Life Cycle Assessment of Anaerobic/Aerobic Integrated Biosystem for Threefold "Biogas, Biochar, and Treated Effluent" Benefits. 厌氧/好氧一体化生物系统对“沼气、生物炭和处理污水”三重效益的技术经济和生命周期评价。
IF 1.9 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-01 DOI: 10.1002/wer.70303
Abdelsalam Zidan, Samuel Anang, Mona G Ibrahim, Mahmoud Nasr

Although sequential anaerobic/aerobic processes have recently emerged as viable domestic wastewater treatments, their performance under higher organic loading rates (OLRs) requires further investigation to meet economic and sustainability benchmarks. This study evaluates an integrated up-flow anaerobic sludge blanket (UASB) reactor followed by a downflow hanging sponge (DHS) system, comparing its techno-economic performance to a standalone UASB unit. Chemical oxygen demand (COD) mass balance analysis revealed that 32%-54% of influent COD was converted to methane (CH4) and 17%-22% to sludge, yielding 205-255 L CH4 per kg of COD removed. The subsequent DHS unit provided robust polishing, achieving total removal efficiencies of 62%-94% for COD, 75%-95% for biochemical oxygen demand (BOD), 81%-94% for total suspended solids (TSS), 28-72% for total Kjeldahl nitrogen (TKN), and 63-100% for NH4 +-N at an OLR of 0.84-5.43 kg COD/(m3·d). Furthermore, sludge pyrolysis produced a nutrient-rich, calcite-composed biochar (yield: 0.54 g/g dry sludge) suitable for soil amendment. Economic analysis, incorporating biogas and biochar sales, carbon credits, and pollutant shadow pricing, confirmed the system's feasibility. As such, the profitability criteria were estimated as a payback period of 5.9 years, an internal rate of return (IRR) of 11.0%, and a net present value (NPV) of 3485 US$. Given the superior life cycle assessment (LCA) results regarding carbon footprint and ecosystem health, this UASB/DHS/pyrolysis strategy warrants further research into biochar's role in enhancing biogas and digestate quality throughout the project lifetime.

虽然顺序厌氧/好氧工艺最近成为可行的生活污水处理方法,但其在更高有机负荷率(olr)下的性能需要进一步研究,以满足经济和可持续性基准。本研究评估了一个集成的上流式厌氧污泥毯(UASB)反应器和一个下流式悬挂海绵(DHS)系统,并将其技术经济性能与独立的UASB装置进行了比较。化学需氧量(COD)质量平衡分析表明,32% ~ 54%的进水COD转化为甲烷(CH4), 17% ~ 22%转化为污泥,每千克COD脱除量为205 ~ 255 L CH4。随后的DHS装置提供了强大的抛光,COD的总去除率为62%-94%,生化需氧量(BOD)的去除率为75%-95%,总悬浮固体(TSS)的去除率为81%-94%,总凯氏定氮(TKN)的去除率为28-72%,NH4 +-N的去除率为63-100%,OLR为0.84-5.43 kg COD/(m3·d)。此外,污泥热解产生了一种营养丰富的、方解石组成的生物炭(产量:0.54 g/g干污泥),适合于土壤改良。经济分析,包括沼气和生物炭销售、碳信用额度和污染物影子定价,证实了该系统的可行性。因此,盈利标准估计为投资回收期为5.9年,内部收益率(IRR)为11.0%,净现值(NPV)为3485美元。考虑到生物炭在碳足迹和生态系统健康方面的生命周期评估(LCA)结果,这种UASB/DHS/热解策略值得在整个项目生命周期内进一步研究生物炭在提高沼气和消化物质量方面的作用。
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引用次数: 0
Effect Mechanisms of Bisphenol A (BPA) on Aerobic Denitrification: Hierarchical Gene Suppression and Oxidative Stress. 双酚A (BPA)对好氧反硝化的影响机制:分级基因抑制和氧化应激。
IF 1.9 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-01 DOI: 10.1002/wer.70316
Mengyao Gui, Hongwei Yang, Kun Li

Bisphenol A (BPA), a pervasive endocrine-disrupting compound (EDC), threatens microbial nitrogen cycling, yet its mechanisms in disrupting aerobic denitrification remain poorly defined. This study elucidates the inhibitory effects of BPA on Pseudomonas stutzeri HD4-1. Dose-dependent suppression was evident: nitrate reduction rates decreased by 33%-95% at ≥ 1 mg L-1 BPA, accompanied by nitrite accumulation (54.7-78.3 mg L-1) and exponential N2O emission (76.7 mg L-1, 147-fold increase). Mechanistically, BPA induced oxidative stress (ROS: 152.6%-225.6% of control), cytomembrane damage (LDH release: 125.6%-232.1%), and metalloenzyme inactivation (N2OR activity inhibition: 94.5%-96.4%). Concurrent transcriptional repression-notably of nosZ (2.8-9.3-fold suppression)-impaired N2O reduction, compounded by 33%-77% declines in electron transport system activity (ETSA), exacerbating metabolic bottlenecks. Gene inhibition hierarchy (nosZ > cnorB > nirS > napA) mirrored preferential failure of terminal denitrification steps. The insight into effect mechanism of BPA on aerobic denitrification is of particular significance to provide its ecological risk assessment in aquatic ecosystems and upgrade nitrogen removal process in EDC-containing wastewater treatment plant.

双酚A (BPA)是一种普遍存在的内分泌干扰化合物(EDC),威胁微生物氮循环,但其破坏好氧反硝化的机制仍不清楚。本研究阐明了BPA对stutzeri假单胞菌HD4-1的抑制作用。剂量依赖性抑制明显:当BPA≥1 mg L-1时,硝酸盐还原率下降33% ~ 95%,并伴有亚硝酸盐积累(54.7 ~ 78.3 mg L-1)和指数型N2O排放(76.7 mg L-1,增加147倍)。在机制上,BPA诱导氧化应激(ROS: 152.6% ~ 225.6%)、细胞膜损伤(LDH释放:125.6% ~ 232.1%)和金属酶失活(N2OR活性抑制:94.5% ~ 96.4%)。同时的转录抑制——特别是nosZ(2.8-9.3倍抑制)——损害了N2O的还原,伴随着电子传递系统活性(ETSA)下降33%-77%,加剧了代谢瓶颈。基因抑制等级(nosZ > norb > nirS > napA)反映了终端反硝化步骤的优先失败。深入了解BPA对好氧反硝化的作用机理,对开展好氧反硝化在水生生态系统中的生态风险评估,提升含edc污水处理厂的脱氮工艺具有重要意义。
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引用次数: 0
Comparative Evaluation of Machine Learning Models for Spatio-Temporal Groundwater Quality Prediction and Classification in the Muvattupuzha River Basin, India. 印度Muvattupuzha河流域地下水质量时空预测与分类的机器学习模型对比评价
IF 1.9 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-01 DOI: 10.1002/wer.70302
K Alagulakshmi, Sneha Gautam, G Prince Arulraj, Chang-Hoi Ho

Groundwater contamination has increased significantly due to population growth, land-use change, and unsustainable resource exploitation, necessitating advanced predictive tools for effective water governance. This study presents a multi-temporal, comparative machine learning (ML) to evaluate groundwater quality in the Muvattupuzha River Basin, Kerala, India, using datasets from 2003, 2013, and 2023. A total of five supervised ML models (i.e., decision tree [DT], logistic regression, support vector machine, random forest, and k-nearest neighbor) are systematically assessed to distinguish groundwater as safe or unsafe. Model performance is evaluated using accuracy, recall, F1-score, coefficient of determination, and root-mean-square error. Among the five models, the DT consistently outperforms others, achieving a maximum classification accuracy (96%). It also demonstrates strong interpretability under data-limited conditions. The novelty of the presented work lies in integrating model-specific feature importance with hydrochemical reasoning, revealing that salinity-related parameters serve as effective surrogate indicators for large-scale groundwater quality screening, while nutrients and hardness reflect localized anthropogenic and geogenic controls. The temporal analysis captures the evolving dynamics of groundwater quality over two decades. It is highlighting emerging risks despite partial improvements. Overall, the proposed model advances interpretable, data-driven groundwater assessment and provides actionable insights for early warning, sustainable monitoring, and policy-oriented water resource management in rapidly transforming river basins.

由于人口增长、土地利用变化和不可持续的资源开发,地下水污染显著增加,需要先进的预测工具来进行有效的水治理。本研究使用2003年、2013年和2023年的数据集,提出了一种多时相、比较机器学习(ML)方法来评估印度喀拉拉邦Muvattupuzha河流域的地下水质量。系统地评估了五种监督ML模型(即决策树[DT]、逻辑回归、支持向量机、随机森林和k近邻),以区分地下水是安全的还是不安全的。模型的性能通过准确性、召回率、f1分数、决定系数和均方根误差来评估。在五个模型中,DT始终优于其他模型,实现了最高的分类准确率(96%)。它还证明了在数据有限的条件下具有很强的可解释性。本研究的新颖之处在于将模型特定特征的重要性与水化学推理相结合,揭示了盐度相关参数可以作为大规模地下水质量筛选的有效替代指标,而养分和硬度则反映了局部的人为和地质控制。时间分析捕捉了20年来地下水质量的演变动态。尽管部分情况有所改善,但它仍凸显了新出现的风险。总体而言,该模型推进了可解释的、数据驱动的地下水评估,并为快速转型流域的早期预警、可持续监测和政策导向的水资源管理提供了可操作的见解。
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引用次数: 0
Investigation of Blackening Substances of "Black Water" Occurrence in the Reservoirs With Eucalyptus Plantations, Southern China. 南方桉树人工林水库“黑水”发黑物质调查。
IF 1.9 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-01 DOI: 10.1002/wer.70315
Yue Pan, Peilin Wu, Li Liang, Shuai Zhao, Jinchuan Guo, Wenlong Lyu, Cunwu Li, Shan Wang, Ruipeng Jia

The frequent occurrence of "black water" in water source reservoirs with Eucalyptus plantations in Guangxi, China, during winter poses a risk to local drinking water safety. Knowledge of the key blackening substances and their molecular compositional characteristics responsible for reservoir water blackening is essential for black water remediation in drinking water reservoirs of Eucalyptus forest areas. This study utilized advanced techniques, including Fourier transform ion cyclotron resonance mass spectrometry (FT-ICR MS), to analyze the molecular composition of soluble organic compounds in both Eucalyptus leaf soaking solutions and water from Jinwo Reservoir and Tianbao Reservoir, which are representative of Eucalyptus forest areas. The findings indicate that the Eucalyptus leaf soaking solution is predominantly composed of aromatic polyphenols, including pyrogallol and gallic acid as parent compounds, along with their polymerized derivatives, among which ellagic acid (C14H6O8) is the most typical compound. Ellagic acid concentrations are higher in winter reservoir water compared to summer, particularly in surface water versus bottom water. This suggests that the aromatic polyphenols released from fallen Eucalyptus leaves during autumn and winter are the primary substances responsible for the blackening of reservoirs, with ellagic acid being the key blackening substance. Gallic acid reacts with iron ions under neutral conditions to form a black solution without precipitation. The resulting complex intermediate was identified as [C14H8O10Fe]- using FT-ICR MS. This finding further confirms, at the molecular level, that aromatic polyphenols (e.g., ellagic acid and gallic acid) leached from Eucalyptus leaves can bind with iron ions to form black metal-organic complexes, thereby contributing to the blackening of reservoir water. The findings offer crucial insights for effective management and ensuring the safety of drinking water in such reservoirs.

中国广西桉树人工林水源水库冬季频繁出现“黑水”现象,对当地饮用水安全构成威胁。了解导致水库水发黑的关键发黑物质及其分子组成特征,对桉树林区饮用水水库黑水修复具有重要意义。本研究利用傅里叶变换离子回旋共振质谱(FT-ICR MS)等先进技术,对桉树林区代表性的金沃水库和天宝水库桉叶浸泡液和水中可溶性有机化合物的分子组成进行了分析。结果表明,桉叶浸泡液主要由芳香多酚类化合物组成,母体化合物包括邻苯三酚和没食子酸及其聚合衍生物,其中以鞣花酸(C14H6O8)最为典型。冬季水库水的鞣花酸浓度高于夏季,特别是地表水高于底层水。说明秋冬季节桉树落叶释放的芳香多酚是造成水库变黑的主要物质,鞣花酸是水库变黑的关键物质。没食子酸在中性条件下与铁离子反应,形成无沉淀的黑色溶液。利用FT-ICR ms鉴定了所得到的络合物中间体为[C14H8O10Fe]-。这一发现进一步证实,在分子水平上,从桉叶中浸出的芳香多酚(如鞣花酸和没食子酸)可以与铁离子结合形成黑色金属有机络合物,从而导致水库水变黑。这些发现为有效管理和确保此类水库的饮用水安全提供了重要见解。
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引用次数: 0
A Hydro-Biogeochemical Tracing Method for Soil-Groundwater Organic Contamination in Industrial Sites: Development and Validation of a Micro-Disturbance System. 工业场地土壤-地下水有机污染的水文-生物地球化学示踪方法:微干扰系统的开发与验证。
IF 1.9 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-01 DOI: 10.1002/wer.70255
Suhua Kang, Tiebing Xu, Enshuang Zha, Yuyan Sun, Fan Xia, Jingjing Wang

The heterogeneity of soil and groundwater media, combined with the complexity of contaminant hydro-biogeochemical behavior, limits the effectiveness of traditional high-disturbance, low-density methods, such as drilling, for characterizing contaminant transport and transformation processes. To address this, we developed a micro-disturbance detection and data interpretation method based on multiprocess coupling theory, focusing on key hydro-biogeochemical processes of organic pollutants. Validation was conducted at a petroleum-contaminated site in North China using a phased approach that integrated micro-disturbance screening with drilling verification. The results showed that the micro-disturbance screening successfully delineated a plume of approximately 1542 m2, consistent with shallow soil exceedances and groundwater contamination, thereby demonstrating a strong correlation between surface gas anomalies and subsurface biogeochemical processes. This study enhances source-plume delineation capability, provides technical support for tracing contaminant biogeochemical processes, and offers a scientific basis for implementing remediation strategies such as enhanced natural attenuation.

土壤和地下水介质的异质性,再加上污染物水文生物地球化学行为的复杂性,限制了传统的高干扰、低密度方法(如钻探)表征污染物迁移和转化过程的有效性。为此,基于多过程耦合理论,针对有机污染物的关键水-生物地球化学过程,开发了一种微扰动检测和数据解释方法。在华北地区的一个石油污染现场,采用微干扰筛选与钻井验证相结合的分阶段方法进行了验证。结果表明,微扰动筛选成功圈定了约1542 m2的羽流,与浅层土壤超标和地下水污染相一致,从而表明地表气体异常与地下生物地球化学过程之间具有很强的相关性。该研究增强了源羽圈定能力,为污染物生物地球化学过程的追踪提供了技术支持,并为实施增强自然衰减等修复策略提供了科学依据。
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引用次数: 0
Synergistic Influence of Bacterial Proliferation and EPS Secretion on Porous Media. 多孔介质上细菌增殖和EPS分泌的协同影响。
IF 1.9 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-01 DOI: 10.1002/wer.70290
Yingqi Zhu, Qiandan Wang, Ying Lu, Suying Ma, Yuhui Wu

Bio-clogging is critical to the efficiency of soil aquifer treatment. In this study, we utilized a percolation column device to investigate the dynamic evolution of biofilm and the corresponding responses changes of three typical hydraulic properties with the column within the percolation column. The results showed that the biofilm development exhibited five-stage growth morphology: bacterial stage, colony stage, biofilm with filamentous EPS stage, biofilm with mesh EPS stage, and dense biofilm stage. The hydraulic conductivity exhibited nonuniform decay across five stages: initial fluctuation period, swiftly declining period, accelerated declining period, gently decreasing period, and equilibrium stabilizing period. Both bacteria and EPS contribute to the attenuation of the infiltration properties. Due to its hydrophilic nature, EPS played a more prominent role in storing and dispersing water. As such, significant changes in water holding capacity and material transport mechanism occurred at EPS secretion onset. From 0-18 h, bacterial colonization slightly enhanced water retention, accompanied by a gradual rise in the hydraulic dispersion coefficient. After approximately 18 h, substantial EPS production markedly increased water-holding capacity and transformed the dominant transport mechanism from convection to dispersion.

生物堵塞是影响土壤含水层处理效率的关键因素。在本研究中,我们利用渗透柱装置研究了生物膜的动态演变以及三种典型水力性能随渗透柱内柱的响应变化。结果表明,生物膜发育表现为细菌期、菌落期、丝状EPS生物膜期、网状EPS生物膜期和致密生物膜期五个阶段的生长形态。在初始波动期、快速下降期、加速下降期、平缓下降期和平衡稳定期等5个阶段中,水导率呈现不均匀衰减。细菌和EPS都有助于渗透性能的衰减。由于其亲水性,EPS在储水和分散方面发挥了更为突出的作用。因此,在EPS分泌开始时,持水能力和物质转运机制发生了显著变化。从0-18 h开始,细菌定植略微增强了保水能力,同时水力分散系数逐渐升高。大约18 h后,大量EPS的产生显著增加了持水能力,并将主要的运输机制从对流转变为弥散。
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引用次数: 0
A National-Scale Historical Assessment of Nitrate in Public Drinking Water Supplies in New Zealand: Data Integration and Machine Learning Imputation Approaches. 新西兰公共饮用水供应中硝酸盐的国家规模历史评估:数据集成和机器学习归因方法。
IF 1.9 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-01 DOI: 10.1002/wer.70296
Tim Chambers, Frank Dean, Jacques Klavs, Nigel Stanger, Alice Kim, Simon Hales, Jeroen Douwes, Michael G Baker, Jeremiah Deng

Nitrate in drinking water is a known health hazard for infants, although a growing body of epidemiological evidence suggests an increased risk of adverse pregnancy outcomes and some cancers. A major constraint of epidemiological research is the ability to quantify nitrate concentrations in public drinking water supplies over time. Data on nitrate concentrations in public drinking water supplies were retrieved by information requests, linked to a national dataset on the spatial extent of water distribution zones (WDZs) and linked with census information. We applied a number of data cleaning and imputation processes to address complexities in the raw data as well as missingness. In total, 599 WDZs (95.4%) had at least one nitrate measurement between 2000 and 2024 (n = 20,875 raw observations). After applying a set of imputation methods, the final dataset covered 89.8% of all person-years (n = 92,800,000) of the population on a public drinking water supply during the most recent period from 2000 to 2024. Overall, XGBoost imputation outperformed a range of other imputation methods when synthetic missingness was added to the original data. The large majority (95.3%) of the population was estimated to be on drinking water supplies of less than 1 mg/L nitrate-nitrogen. The population-weighted median nitrate concentration was 0.05 mg/L (IQR 0.04-0.36). This extensive assessment provides the foundation for epidemiological research into the health effects of nitrate contamination of drinking water in New Zealand. The effectiveness of the system for drinking water nitrate surveillance could be enhanced in several ways that would improve its ability to meet its intended purpose.

尽管越来越多的流行病学证据表明,饮用水中的硝酸盐增加了不良妊娠结局和某些癌症的风险,但众所周知,饮用水中的硝酸盐对婴儿的健康有害。流行病学研究的一个主要制约因素是无法量化公共饮用水中硝酸盐浓度随时间的变化。公共饮用水供应中硝酸盐浓度的数据是通过信息请求检索的,这些数据与关于配水区空间范围的国家数据集相关联,并与人口普查信息相关联。我们应用了许多数据清理和输入过程来解决原始数据的复杂性和缺失。在2000年至2024年间,共有599个WDZs(95.4%)至少测量过一次硝酸盐(n = 20,875个原始观测值)。在应用了一套估算方法后,最终的数据集涵盖了2000年至2024年期间公共饮用水供应人口的89.8% (n = 9280万)。总的来说,当在原始数据中添加合成缺失时,XGBoost插补的性能优于一系列其他插补方法。据估计,绝大多数(95.3%)人口的饮用水供应低于1毫克/升的硝酸盐氮。人群加权硝酸盐浓度中位数为0.05 mg/L (IQR为0.04 ~ 0.36)。这项广泛的评估为新西兰饮用水中硝酸盐污染对健康的影响进行流行病学研究奠定了基础。饮用水硝酸盐监测系统的有效性可以通过几种方式得到提高,从而提高其达到预期目的的能力。
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引用次数: 0
Dynamic Simulation and Causal Mechanisms of Eutrophication in Irregular Shallow Urban Lakes Based on Numerical Models. 基于数值模型的不规则城市浅湖富营养化动态模拟及成因机制
IF 1.9 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-01 DOI: 10.1002/wer.70305
Bingbing Guo, Qian Zhang, Yun Hou, Ping Yu, Min Qin, Chenchen Liu, Meng Zhang, Xigang Gao

Urban irregular shallow lakes are characterized by sinuous shorelines and substantial variations in water depth, which promote the accumulation of pollutants and nutrients. The interaction between nonpoint source pollution and internal pollution leads to rapid and frequent occurrences of eutrophication, complicating the prevention and remediation endeavors. To explore the mechanisms and causes of eutrophication under such circumstances, a two-dimensional hydrodynamic-water quality coupled model of Meijiang Lake was established using the MIKE 21 numerical model. A series of extensive field measurements conducted from April to September 2024 were utilized for model parameter calibration and validation. By simulating the spatiotemporal distribution of lake flow fields and key water quality parameters, such as total nitrogen, total phosphorus, and chlorophyll a, under both inflow and stagnant conditions, and by introducing the lake shape index (LSI) to quantify lake morphology, this study systematically analyzed the influence of lake shape on hydrodynamic conditions and the risk of eutrophication. The results suggest that the model demonstrates high reliability (Nash coefficient close to 0.9). Simulations reveal notable shape-dependent hydrodynamic effects. Lake A, with a regular shape and an LSI of 1.9, maintains optimal water quality owing to limited external inputs and strong water exchange capacity. Lake C, also with a regular shape and an LSI of 1.7, attains moderate water quality despite relatively high external inputs, benefiting from its robust exchange capacity. Lake B, featuring a tortuous morphology and an LSI of 4.65, exhibits low flow velocity and poor water exchange capacity. Coupled with high external inputs, this results in the formation of local stagnant areas with severe nutrient accumulation, rendering it a high-risk area for algal bloom outbreaks. Correlation analysis and quantitative results further demonstrate that chlorophyll a concentration is positively correlated with LSI, water temperature, and total phosphorus and negatively correlated with flow velocity and dissolved oxygen. With each one-unit increase in LSI, the lake's average flow velocity decreases by 35%, while the average eutrophication level rises by approximately 4.1% (range: 1%-7%). This confirms that lake morphology is one of the key factors regulating differences in eutrophication, providing a scientific basis for differentiated management and ecological restoration of urban landscape lakes.

城市不规则浅湖的特点是岸线曲折,水深变化大,促进了污染物和营养物质的积累。非点源污染与内部污染的相互作用导致富营养化迅速而频繁地发生,使防治和修复工作复杂化。为探讨这种情况下富营养化的机理和原因,采用MIKE 21数值模型建立了梅江二维水动力-水质耦合模型。利用2024年4月至9月进行的一系列广泛的野外测量进行模型参数校准和验证。通过模拟入流和滞流条件下湖泊流场和总氮、总磷、叶绿素a等关键水质参数的时空分布,引入湖泊形态指数(LSI)量化湖泊形态,系统分析湖泊形态对水动力条件和富营养化风险的影响。结果表明,该模型具有较高的信度(纳什系数接近0.9)。模拟显示了显著的形状依赖的水动力效应。A湖形状规整,LSI为1.9,外部输入有限,水体交换能力强,保持了最佳水质。C湖同样具有规则的形状,LSI为1.7,尽管外部输入相对较高,但由于其强大的交换能力,水质适中。B湖形态曲折,LSI为4.65,流速低,换水能力差。再加上外部投入高,导致当地形成了营养积累严重的停滞区,使其成为爆发藻华的高风险地区。相关分析和定量结果进一步表明,叶绿素a浓度与LSI、水温、总磷呈正相关,与流速、溶解氧呈负相关。LSI每增加一个单位,湖泊平均流速下降35%,平均富营养化水平上升约4.1%(范围:1% ~ 7%)。这证实了湖泊形态是调节富营养化差异的关键因素之一,为城市景观湖泊的差别化管理和生态修复提供了科学依据。
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Water Environment Research
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