首页 > 最新文献

Water Environment Research最新文献

英文 中文
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。
{"title":"Dynamic Simulation and Causal Mechanisms of Eutrophication in Irregular Shallow Urban Lakes Based on Numerical Models.","authors":"Bingbing Guo, Qian Zhang, Yun Hou, Ping Yu, Min Qin, Chenchen Liu, Meng Zhang, Xigang Gao","doi":"10.1002/wer.70305","DOIUrl":"https://doi.org/10.1002/wer.70305","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":23621,"journal":{"name":"Water Environment Research","volume":"98 2","pages":"e70305"},"PeriodicalIF":1.9,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146182741","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhanced Phosphorus Removal From Municipal Wastewater via Cotreatment of Mine Drainage During Primary Clarification. 一次澄清过程中矿水协同处理提高城市污水除磷效果。
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.70298
Benjamin Roman, Charles A Cravotta, Charles D Spellman, William H J Strosnider, Joseph E Goodwill, Travis Tasker

Cotreatment of mine drainage (MD) in existing wastewater treatment plants (WWTPs) could provide treatment benefits for both waste streams. The alkalinity that is innate to most WW may be sufficient to neutralize MD acidity, elevating pH and correspondingly decreasing concentrations of dissolved metals. Additionally, PO4 in WW interacts with Fe and Al in MD and is removed from solution, potentially decreasing the need for enhanced biological treatment or chemical precipitation techniques. However, there are concerns about how adding MD to a WWTP may impact the treatment efficiency of the WWTP. Hence, the objective of this study was to determine the impact of AMD addition on the kinetics of BOD removal, in addition to the extent of metals, acidity, and PO4 removal when WW and MD were mixed in a bench-scale primary clarifier. MD was mixed with primary influent WW in 10:90 and 40:60 MD:WW ratios and allowed to settle for 2 h before the supernatant was transferred to BOD respirometers. The pH remained circumneutral 2 h after mixing, ranging from 7.44 to 8.27 for 10% MD and 6.66 to 7.36 for 40% MD. The BOD oxidation rate was unaffected by MD addition, with first-order kinetic rates ranging from 0.50 to 0.77 day-1 for raw WW, 0.54 to 0.97 day-1 for 10% MD, and 0.45 to 0.95 day-1 for 40% MD. PO4 removal increased linearly with the molar ratio of ([Fe] + [Al])/[PO4-P] for the conservative mixture of raw WW and MD and reached > 99% removal when (([Fe] + [Al])/[PO4-P]) > 2. Overall, this work establishes a practical framework for leveraging mine drainage chemistry within conventional wastewater primary treatment to enhance phosphorus capture without compromising downstream biological performance. The approach offers a scalable pathway for utilities to turn a problematic influent into a controllable unit-process benefit, supporting tighter nutrient limits with minimal new infrastructure and chemical inputs.

在现有的污水处理厂(WWTPs)中共同处理矿山废水(MD)可以为两种废物流提供处理效益。大多数WW天生的碱度可能足以中和MD的酸性,提高pH值并相应降低溶解金属的浓度。此外,WW中的PO4与MD中的Fe和Al相互作用并从溶液中去除,可能减少对强化生物处理或化学沉淀技术的需求。然而,有人担心向污水处理厂添加MD会如何影响污水处理厂的处理效率。因此,本研究的目的是确定当WW和MD混合在一个实验规模的初级澄清池中时,AMD添加对BOD去除动力学的影响,以及金属、酸度和PO4去除的程度。MD以10:90和40:60的MD:WW比例与主进水WW混合,并在上清液转移到BOD呼吸器之前沉淀2小时。pH值仍circumneutral 2 h混合后,从7.44到8.27 10% MD和6.66 - 7.36为40%。BOD氧化速率是影响医学博士,在一阶动力学利率从0.50到0.77为原始WW普通人,0.54到0.97普通人医学博士为10%和0.45到0.95普通人每天40%。警察丁去除线性增加的摩尔比率((Fe) + (Al)) / (PO4-P)保守的混合物原料WW, MD,达成> 99%去除时(((Fe) + (Al)) / (PO4-P)) > 2。总的来说,这项工作建立了一个实用的框架,在传统的废水初级处理中利用矿山排水化学来提高磷的捕获,而不影响下游的生物性能。该方法为公用事业公司提供了一条可扩展的途径,将有问题的污水转化为可控的单元过程效益,以最少的新基础设施和化学品投入支持更严格的营养限制。
{"title":"Enhanced Phosphorus Removal From Municipal Wastewater via Cotreatment of Mine Drainage During Primary Clarification.","authors":"Benjamin Roman, Charles A Cravotta, Charles D Spellman, William H J Strosnider, Joseph E Goodwill, Travis Tasker","doi":"10.1002/wer.70298","DOIUrl":"https://doi.org/10.1002/wer.70298","url":null,"abstract":"<p><p>Cotreatment of mine drainage (MD) in existing wastewater treatment plants (WWTPs) could provide treatment benefits for both waste streams. The alkalinity that is innate to most WW may be sufficient to neutralize MD acidity, elevating pH and correspondingly decreasing concentrations of dissolved metals. Additionally, PO<sub>4</sub> in WW interacts with Fe and Al in MD and is removed from solution, potentially decreasing the need for enhanced biological treatment or chemical precipitation techniques. However, there are concerns about how adding MD to a WWTP may impact the treatment efficiency of the WWTP. Hence, the objective of this study was to determine the impact of AMD addition on the kinetics of BOD removal, in addition to the extent of metals, acidity, and PO<sub>4</sub> removal when WW and MD were mixed in a bench-scale primary clarifier. MD was mixed with primary influent WW in 10:90 and 40:60 MD:WW ratios and allowed to settle for 2 h before the supernatant was transferred to BOD respirometers. The pH remained circumneutral 2 h after mixing, ranging from 7.44 to 8.27 for 10% MD and 6.66 to 7.36 for 40% MD. The BOD oxidation rate was unaffected by MD addition, with first-order kinetic rates ranging from 0.50 to 0.77 day<sup>-1</sup> for raw WW, 0.54 to 0.97 day<sup>-1</sup> for 10% MD, and 0.45 to 0.95 day<sup>-1</sup> for 40% MD. PO<sub>4</sub> removal increased linearly with the molar ratio of ([Fe] + [Al])/[PO<sub>4</sub>-P] for the conservative mixture of raw WW and MD and reached > 99% removal when (([Fe] + [Al])/[PO<sub>4</sub>-P]) > 2. Overall, this work establishes a practical framework for leveraging mine drainage chemistry within conventional wastewater primary treatment to enhance phosphorus capture without compromising downstream biological performance. The approach offers a scalable pathway for utilities to turn a problematic influent into a controllable unit-process benefit, supporting tighter nutrient limits with minimal new infrastructure and chemical inputs.</p>","PeriodicalId":23621,"journal":{"name":"Water Environment Research","volume":"98 2","pages":"e70298"},"PeriodicalIF":1.9,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146182814","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Anaerobic Codigestion of Municipal Wastewater, Landfill Leachate, and Crude Glycerin: Process Stability and Methane Yield Assessment Using a Screening Design. 城市污水、垃圾渗滤液和粗甘油的厌氧共消化:过程稳定性和使用筛选设计的甲烷产量评估。
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.70285
Gustavo Henrique Pedroso, Jackeline Tatiane Gotardo

Water resource recovery facilities often receive landfill leachate (LL), which can disrupt biological processes due to its toxicity and low biodegradability. This study evaluates the anaerobic codigestion (AcoD) of municipal wastewater (MWW), LL, and crude glycerin (CG) as a strategy to enhance organic matter removal and methane yield. Batch reactors were operated under varying conditions defined by a Plackett-Burman screening design, and methane production kinetics were modeled using modified Gompertz and Cone equations. Soluble chemical oxygen demand (sCOD) removal ranged from 67.4% to 94.3%, whereas methane yield varied between 0.076 and 0.349 L NCH4/g tCODadd (liters of normalized methane per gram of total COD added). The highest yield was achieved with 2% LL and 1% CG, approaching the theoretical maximum. Statistical analysis revealed that increasing CG content reduced methane yield, and extending the digestion time to 40 days offered limited performance gains. Despite the presence of inhibitory compounds, most conditions showed stable digestion, with short latency phases and effective microbial adaptation. These findings demonstrate the feasibility of codigesting MWW, LL, and CG, especially under optimized proportions, and highlight the potential for energy recovery in wastewater treatment plants using biodiesel by-products.

垃圾渗滤液(LL)由于其毒性和低可生物降解性,会破坏生物过程。本研究评估了城市污水(MWW)、LL和粗甘油(CG)的厌氧共消化(AcoD)作为提高有机物去除和甲烷产量的策略。间歇式反应器在由Plackett-Burman筛选设计定义的不同条件下运行,甲烷生产动力学使用改进的Gompertz和Cone方程建模。可溶性化学需氧量(sCOD)去除率在67.4% ~ 94.3%之间,而甲烷产率在0.076 ~ 0.349 L NCH4/g tCODadd(每克总COD添加标准化甲烷升数)之间。产率最高的是2%的硫代烃和1%的硫代烃,接近理论最大值。统计分析显示,增加CG含量会降低甲烷产量,将消化时间延长至40天,对性能的提高有限。尽管存在抑制化合物,但大多数条件下消化稳定,潜伏期短,微生物适应有效。这些研究结果表明,特别是在优化比例下,MWW、LL和CG的编码消化是可行的,并突出了废水处理厂利用生物柴油副产品回收能源的潜力。
{"title":"Anaerobic Codigestion of Municipal Wastewater, Landfill Leachate, and Crude Glycerin: Process Stability and Methane Yield Assessment Using a Screening Design.","authors":"Gustavo Henrique Pedroso, Jackeline Tatiane Gotardo","doi":"10.1002/wer.70285","DOIUrl":"10.1002/wer.70285","url":null,"abstract":"<p><p>Water resource recovery facilities often receive landfill leachate (LL), which can disrupt biological processes due to its toxicity and low biodegradability. This study evaluates the anaerobic codigestion (AcoD) of municipal wastewater (MWW), LL, and crude glycerin (CG) as a strategy to enhance organic matter removal and methane yield. Batch reactors were operated under varying conditions defined by a Plackett-Burman screening design, and methane production kinetics were modeled using modified Gompertz and Cone equations. Soluble chemical oxygen demand (sCOD) removal ranged from 67.4% to 94.3%, whereas methane yield varied between 0.076 and 0.349 L <sub>NCH4</sub>/g tCOD<sub>add</sub> (liters of normalized methane per gram of total COD added). The highest yield was achieved with 2% LL and 1% CG, approaching the theoretical maximum. Statistical analysis revealed that increasing CG content reduced methane yield, and extending the digestion time to 40 days offered limited performance gains. Despite the presence of inhibitory compounds, most conditions showed stable digestion, with short latency phases and effective microbial adaptation. These findings demonstrate the feasibility of codigesting MWW, LL, and CG, especially under optimized proportions, and highlight the potential for energy recovery in wastewater treatment plants using biodiesel by-products.</p>","PeriodicalId":23621,"journal":{"name":"Water Environment Research","volume":"98 2","pages":"e70285"},"PeriodicalIF":1.9,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12865142/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146107232","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Anodic Dissolution and Passivation of Zn Electrodes in Electrocoagulation: Effect of Urea Concentration and Chloride-Induced Corrosion. 电絮凝中锌电极的阳极溶解和钝化:尿素浓度和氯化物腐蚀的影响。
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.70292
Wafa Atba, Mouna Cherifi, Kamilia Moussaoui, Sihem Abderrahmane, Samia Chettouh, Debra F Laefer, Sabir Hazourli, Grid Azzeddine

This work highlights the phenomena that may occur on zinc electrodes used as sacrificial electrodes in a process for treating an effluent containing urea. Zinc ions (Zn2+) generated in situ promote coagulation, but in some cases, electrode passivation and localized corrosion can hinder dissolution and reduce treatment efficiency. For this reason, the effect of operational parameters such as current density, initial urea concentration, pH, and supporting electrolyte (NaCl) concentration on urea removal was studied in the first part. While the second part was dedicated to investigating the impact of urea and NaCl electrolyte concentrations on the electrochemical behavior of the zinc electrode, this was done by using electrochemical impedance spectroscopy (EIS), potentiodynamic polarization (PDP), and cyclic voltammetry, while surface changes were analyzed via scanning electron microscopy coupled with energy-dispersive spectroscopy and x-ray diffraction. The obtained results show that the highest urea removal was obtained with the operating conditions: current density of 22 mA/cm2, pH 10, 25 mmol/L NaCl, and an initial urea concentration of 20 mmol/L: 12 mmol/L of urea was removed, corresponding to 91 mg/L of dissolved zinc, a faradaic efficiency of 110%. With regard to the surface state of zinc, it was demonstrated that passivation through zinc oxide formation was confirmed by PDP analysis. The results revealed the presence of ZnO crystalline phases as well as surface deposits, both indicative of the development of an oxide layer, which limited further zinc dissolution and floc generation under specific EC operating conditions. Zinc corrosion behavior was strongly influenced by pH, chloride concentration, and urea levels, as evidenced by electrochemical diagnostics (polarization curves and impedance spectra). At alkaline pH and moderate chloride concentrations, enhanced zinc release was observed, while higher urea levels promoted surface degradation and oxide accumulation. These findings highlight the need to balance dissolution and passivation of electrodes to optimize EC performance for nitrogenous pollutant treatment.

这项工作强调了在处理含有尿素的废水的过程中,锌电极作为牺牲电极可能发生的现象。原位生成的锌离子(Zn2+)促进了混凝,但在某些情况下,电极钝化和局部腐蚀会阻碍溶解,降低处理效率。为此,第一部分研究了电流密度、初始尿素浓度、pH、载体电解质(NaCl)浓度等操作参数对尿素脱除的影响。第二部分通过电化学阻抗谱(EIS)、动电位极化(PDP)和循环伏安法研究了尿素和NaCl电解质浓度对锌电极电化学行为的影响,并通过扫描电子显微镜、能量色散光谱和x射线衍射分析了表面变化。结果表明,在电流密度为22 mA/cm2、pH值为10、NaCl浓度为25 mmol/L、初始尿素浓度为20 mmol/L的条件下,尿素去除率最高,为12 mmol/L,相当于溶解锌91 mg/L,法拉第效率为110%。对于锌的表面状态,PDP分析证实了通过氧化锌形成的钝化。结果表明,ZnO晶体相的存在和表面沉积都表明氧化层的发育,这限制了在特定的EC操作条件下锌的进一步溶解和絮团的产生。电化学诊断(极化曲线和阻抗谱)证明,锌的腐蚀行为受pH、氯化物浓度和尿素水平的强烈影响。在碱性pH和中等氯化物浓度下,锌释放增强,而较高的尿素水平促进了表面降解和氧化物积累。这些发现强调需要平衡电极的溶解和钝化,以优化EC处理含氮污染物的性能。
{"title":"Anodic Dissolution and Passivation of Zn Electrodes in Electrocoagulation: Effect of Urea Concentration and Chloride-Induced Corrosion.","authors":"Wafa Atba, Mouna Cherifi, Kamilia Moussaoui, Sihem Abderrahmane, Samia Chettouh, Debra F Laefer, Sabir Hazourli, Grid Azzeddine","doi":"10.1002/wer.70292","DOIUrl":"https://doi.org/10.1002/wer.70292","url":null,"abstract":"<p><p>This work highlights the phenomena that may occur on zinc electrodes used as sacrificial electrodes in a process for treating an effluent containing urea. Zinc ions (Zn<sup>2+</sup>) generated in situ promote coagulation, but in some cases, electrode passivation and localized corrosion can hinder dissolution and reduce treatment efficiency. For this reason, the effect of operational parameters such as current density, initial urea concentration, pH, and supporting electrolyte (NaCl) concentration on urea removal was studied in the first part. While the second part was dedicated to investigating the impact of urea and NaCl electrolyte concentrations on the electrochemical behavior of the zinc electrode, this was done by using electrochemical impedance spectroscopy (EIS), potentiodynamic polarization (PDP), and cyclic voltammetry, while surface changes were analyzed via scanning electron microscopy coupled with energy-dispersive spectroscopy and x-ray diffraction. The obtained results show that the highest urea removal was obtained with the operating conditions: current density of 22 mA/cm<sup>2</sup>, pH 10, 25 mmol/L NaCl, and an initial urea concentration of 20 mmol/L: 12 mmol/L of urea was removed, corresponding to 91 mg/L of dissolved zinc, a faradaic efficiency of 110%. With regard to the surface state of zinc, it was demonstrated that passivation through zinc oxide formation was confirmed by PDP analysis. The results revealed the presence of ZnO crystalline phases as well as surface deposits, both indicative of the development of an oxide layer, which limited further zinc dissolution and floc generation under specific EC operating conditions. Zinc corrosion behavior was strongly influenced by pH, chloride concentration, and urea levels, as evidenced by electrochemical diagnostics (polarization curves and impedance spectra). At alkaline pH and moderate chloride concentrations, enhanced zinc release was observed, while higher urea levels promoted surface degradation and oxide accumulation. These findings highlight the need to balance dissolution and passivation of electrodes to optimize EC performance for nitrogenous pollutant treatment.</p>","PeriodicalId":23621,"journal":{"name":"Water Environment Research","volume":"98 2","pages":"e70292"},"PeriodicalIF":1.9,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146092899","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Comparison of the Adsorption Behavior of Bisphenol A by Microplastics From Different Sources. 不同来源微塑料对双酚A吸附性能的比较
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.70291
Xuanbo Wang, Xiaoye Jiang, Jing Pan

Microplastics (MPs) are pervasive carriers of aquatic pollutants, yet their adsorption behaviors, especially after environmental aging, remain incompletely understood. This study systematically investigated the adsorption of bisphenol A (BPA) onto four common MPs: polyvinyl chloride (PVC), polyolefin resin (PO), polypropylene (PP), and polyethylene (PE), and their ultraviolet (UV)-aged counterparts. We found that UV aging universally enhanced the adsorption capacity, with increases of up to 19% compared to pristine MPs. Aged PVC (A-PVC) exhibited the highest overall affinity. Adsorption mechanisms diverged: PO, PP, A-PVC, and A-PE followed multilayer chemical adsorption, whereas PE, A-PO, and A-PP exhibited monolayer chemical adsorption; only pristine PVC followed monolayer physical adsorption. Importantly, UV aging altered these adsorption mechanisms by modifying the surface physicochemical properties of MPs. Environmental factors significantly modulated adsorption, which increased with contact time and initial BPA concentration but decreased with higher MPs dosage and pH, peaking at 25°C and remaining unaffected by salinity. These results reveal that UV aging not only intensifies adsorption capacity but can also alter the fundamental adsorption mechanism, thereby reshaping the role of MPs as transport vectors for endocrine-disrupting compounds like BPA in aquatic environments. This study provides crucial insights for ecological risk assessment of coexisting MPs and organic pollutants.

微塑料(MPs)是水生污染物的普遍载体,但其吸附行为,特别是环境老化后的吸附行为尚不完全清楚。本研究系统地研究了双酚A (BPA)在聚氯乙烯(PVC)、聚烯烃树脂(PO)、聚丙烯(PP)和聚乙烯(PE)四种常见MPs及其紫外老化对应物上的吸附。我们发现紫外线老化普遍增强了吸附能力,与原始MPs相比,增加了19%。老化聚氯乙烯(A-PVC)整体亲和性最高。吸附机制存在差异:PO、PP、A-PVC和A-PE为多层化学吸附,PE、A-PO和A-PP为单层化学吸附;只有原始PVC遵循单层物理吸附。重要的是,紫外线老化通过改变MPs的表面物理化学性质改变了这些吸附机制。环境因素显著调节吸附,随着接触时间和初始BPA浓度的增加而增加,但随着MPs剂量和pH的增加而降低,在25°C时达到峰值,不受盐度影响。这些结果表明,紫外线老化不仅增强了MPs的吸附能力,而且改变了其基本的吸附机制,从而重塑了MPs作为水生环境中内分泌干扰化合物(如BPA)运输载体的作用。本研究为MPs和有机污染物共存的生态风险评估提供了重要的见解。
{"title":"A Comparison of the Adsorption Behavior of Bisphenol A by Microplastics From Different Sources.","authors":"Xuanbo Wang, Xiaoye Jiang, Jing Pan","doi":"10.1002/wer.70291","DOIUrl":"https://doi.org/10.1002/wer.70291","url":null,"abstract":"<p><p>Microplastics (MPs) are pervasive carriers of aquatic pollutants, yet their adsorption behaviors, especially after environmental aging, remain incompletely understood. This study systematically investigated the adsorption of bisphenol A (BPA) onto four common MPs: polyvinyl chloride (PVC), polyolefin resin (PO), polypropylene (PP), and polyethylene (PE), and their ultraviolet (UV)-aged counterparts. We found that UV aging universally enhanced the adsorption capacity, with increases of up to 19% compared to pristine MPs. Aged PVC (A-PVC) exhibited the highest overall affinity. Adsorption mechanisms diverged: PO, PP, A-PVC, and A-PE followed multilayer chemical adsorption, whereas PE, A-PO, and A-PP exhibited monolayer chemical adsorption; only pristine PVC followed monolayer physical adsorption. Importantly, UV aging altered these adsorption mechanisms by modifying the surface physicochemical properties of MPs. Environmental factors significantly modulated adsorption, which increased with contact time and initial BPA concentration but decreased with higher MPs dosage and pH, peaking at 25°C and remaining unaffected by salinity. These results reveal that UV aging not only intensifies adsorption capacity but can also alter the fundamental adsorption mechanism, thereby reshaping the role of MPs as transport vectors for endocrine-disrupting compounds like BPA in aquatic environments. This study provides crucial insights for ecological risk assessment of coexisting MPs and organic pollutants.</p>","PeriodicalId":23621,"journal":{"name":"Water Environment Research","volume":"98 2","pages":"e70291"},"PeriodicalIF":1.9,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146107293","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Clarias macrocephalus Aquaculture Wastewater Treatment Using Bacterial Attachment Media From Bentonite and Acrylic Acid. 膨润土-丙烯酸细菌附着体处理大头Clarias养殖废水。
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.70289
Lien Bich Ho, Hieu Thi Le, An The Huynh

The development of effective and environmentally friendly bacterial attachment media remains a challenge in aquaculture wastewater treatment, particularly for systems with high organic loading such as Clarias macrocephalus ponds. In this study, a bentonite-acrylic acid hydrogel was synthesized by gamma irradiation and evaluated as a bacterial attachment medium for aquaculture wastewater treatment. The effects of composition ratio and irradiation dose on gel-forming ability, swelling behavior, and solubility were investigated to determine optimal preparation conditions. The hydrogel prepared at a bentonite-to-acrylic acid ratio of 10:1 (g/mL) and an irradiation dose of 25 kGy exhibited favorable gel properties and structural stability, making it suitable for bacterial immobilization. Two bacterial strains (B4 and B5) demonstrated strong adhesion to the attachment media and stable immobilization behavior. When applied to wastewater treatment, the combined system achieved high removal efficiencies of 99.44% COD, 99.40% BOD₅, 93.20% TP, 98.14% ammonia, 88.39% SS, and 85.21% color meeting the discharge limits of Vietnamese standards. These results indicate that the bentonite-acrylic acid hydrogel synthesized by irradiation is a promising attachment medium for enhancing biological treatment efficiency in aquaculture wastewater systems.

开发有效和环保的细菌附着介质仍然是水产养殖废水处理的一个挑战,特别是对于高有机负荷的系统,如大头Clarias池塘。本研究采用伽马辐照法合成膨润土-丙烯酸水凝胶,并对其作为细菌附着介质处理水产养殖废水进行了评价。考察了组成比和辐照剂量对凝胶形成能力、溶胀行为和溶解度的影响,确定了最佳制备条件。在膨润土与丙烯酸比为10:1 (g/mL)、辐照剂量为25 kGy的条件下制备的水凝胶具有良好的凝胶性能和结构稳定性,适合用于细菌固定化。B4和B5菌株对附着介质具有较强的粘附性和稳定的固定行为。当应用于废水处理时,该组合系统的去除率达到99.44%的COD, 99.40%的BOD₅,93.20%的TP, 98.14%的氨,88.39%的SS和85.21%的颜色,达到越南标准的排放限值。上述结果表明,辐照合成的膨润土-丙烯酸水凝胶是一种很有前途的提高水产养殖废水生物处理效率的附着介质。
{"title":"Clarias macrocephalus Aquaculture Wastewater Treatment Using Bacterial Attachment Media From Bentonite and Acrylic Acid.","authors":"Lien Bich Ho, Hieu Thi Le, An The Huynh","doi":"10.1002/wer.70289","DOIUrl":"https://doi.org/10.1002/wer.70289","url":null,"abstract":"<p><p>The development of effective and environmentally friendly bacterial attachment media remains a challenge in aquaculture wastewater treatment, particularly for systems with high organic loading such as Clarias macrocephalus ponds. In this study, a bentonite-acrylic acid hydrogel was synthesized by gamma irradiation and evaluated as a bacterial attachment medium for aquaculture wastewater treatment. The effects of composition ratio and irradiation dose on gel-forming ability, swelling behavior, and solubility were investigated to determine optimal preparation conditions. The hydrogel prepared at a bentonite-to-acrylic acid ratio of 10:1 (g/mL) and an irradiation dose of 25 kGy exhibited favorable gel properties and structural stability, making it suitable for bacterial immobilization. Two bacterial strains (B4 and B5) demonstrated strong adhesion to the attachment media and stable immobilization behavior. When applied to wastewater treatment, the combined system achieved high removal efficiencies of 99.44% COD, 99.40% BOD₅, 93.20% TP, 98.14% ammonia, 88.39% SS, and 85.21% color meeting the discharge limits of Vietnamese standards. These results indicate that the bentonite-acrylic acid hydrogel synthesized by irradiation is a promising attachment medium for enhancing biological treatment efficiency in aquaculture wastewater systems.</p>","PeriodicalId":23621,"journal":{"name":"Water Environment Research","volume":"98 2","pages":"e70289"},"PeriodicalIF":1.9,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146126592","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Investigating the Impact of Iron and Aluminum Coagulants on the Performance of Capacitive Deionization Technology for Domestic Water Purification. 铁铝混凝剂对电容式去离子水净化性能的影响研究。
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.70278
Tarini Mazumder, Dhriti Ranjan Saha, Hema Sagar Giddi

A significant advantage of membrane capacitive deionization (MCDI) lies in its ability to achieve medium to high water recovery rates. A prototype of MCDI unit demonstrated a recovery around 68% while consistently achieving salt removal efficiencies of ≥ 90% from feed water with a total dissolved solids (TDS) concentration of 1490 mg/L. However, the presence of coagulant-derived multivalent ions, particularly Fe2+, Fe3+, and Al3+, poses a challenge to long-term salt rejection efficiency. When Fe3+ or Al3+ was present at concentrations near 10 mg/L in feed water with a TDS of ~400 mg/L, the residual iron or aluminum concentration in the treated water exceeded the permissible limits defined by drinking water standards. Despite high removal efficiencies (> 90%) for key cations including Na+, Ca2+, Mg2+, Al3+, Fe2+, and Fe3+, regeneration studies revealed a distinct desorption trend: Mg2+ > Na+ > Ca2+ > Al3+ > Fe2+ ≈ Fe3+. This trend indicates that Fe3+ and Fe2+ are the most strongly retained and thus the most scale-forming ion in MCDI systems, followed by Al3+. Salt adsorption capacity of NaCl is 0.66-4.14 mg/g and modeled using the modified Donnan model effectively described the nonlinear adsorption behavior and also for all other systems with and without coagulant ions. Due to the presence of divalent ions, Donnan potential decreased compared to NaCl system without coagulant ions. The presence of coagulant ions further decreased the Donnan potential. Energy consumed 68.2-78.6 kT/ion and mostly increased to 60.6-101.3 kT/ion during partially choked condition. Post-operational surface analyses using x-ray photoelectron spectroscopy (XPS) and energy-dispersive spectroscopy (EDS) confirmed the accumulation of these metal ions on the carbon electrode surfaces. The observed deposition of oxide and hydroxide of coagulant ions significantly impacts long-term MCDI performance, underscoring the need for pretreatment strategies and electrode material optimization to enhance the sustainability and effectiveness of MCDI in domestic water purification applications.

膜电容去离子(MCDI)的一个显著优势在于它能够实现中高的水回收率。MCDI装置的原型表明,在总溶解固体(TDS)浓度为1490 mg/L的给水中,MCDI装置的回收率约为68%,同时始终保持≥90%的除盐效率。然而,混凝剂衍生的多价离子,特别是Fe2+、Fe3+和Al3+的存在,对长期的除盐效率构成了挑战。当TDS为~400 mg/L的给水中Fe3+或Al3+浓度接近10 mg/L时,处理水中的残余铁或铝浓度超过了饮用水标准规定的允许限量。尽管对Na+、Ca2+、Mg2+、Al3+、Fe2+和Fe3+等关键阳离子的去除效率很高(> 90%),但再生研究显示出明显的脱附趋势:Mg2+ > Na+ > Ca2+ > Al3+ > Fe2+≈Fe3+。这一趋势表明,在MCDI体系中,Fe3+和Fe2+是保留最强烈的离子,因此最容易形成结垢,其次是Al3+。NaCl的吸附量为0.66-4.14 mg/g,采用改进的Donnan模型有效地描述了非线性吸附行为,也适用于所有其他有或没有混凝剂离子的系统。由于二价离子的存在,与不含混凝剂离子的NaCl体系相比,Donnan电位降低。混凝剂离子的存在进一步降低了Donnan电位。能量消耗为68.2 ~ 78.6 kT/ion,部分堵塞状态下能量消耗增加至60.6 ~ 101.3 kT/ion。使用x射线光电子能谱(XPS)和能量色散能谱(EDS)的操作后表面分析证实了这些金属离子在碳电极表面的积累。混凝剂离子氧化物和氢氧化物的沉积显著影响MCDI的长期性能,强调了预处理策略和电极材料优化的必要性,以提高MCDI在生活水净化应用中的可持续性和有效性。
{"title":"Investigating the Impact of Iron and Aluminum Coagulants on the Performance of Capacitive Deionization Technology for Domestic Water Purification.","authors":"Tarini Mazumder, Dhriti Ranjan Saha, Hema Sagar Giddi","doi":"10.1002/wer.70278","DOIUrl":"10.1002/wer.70278","url":null,"abstract":"<p><p>A significant advantage of membrane capacitive deionization (MCDI) lies in its ability to achieve medium to high water recovery rates. A prototype of MCDI unit demonstrated a recovery around 68% while consistently achieving salt removal efficiencies of ≥ 90% from feed water with a total dissolved solids (TDS) concentration of 1490 mg/L. However, the presence of coagulant-derived multivalent ions, particularly Fe<sup>2+</sup>, Fe<sup>3+</sup>, and Al<sup>3+</sup>, poses a challenge to long-term salt rejection efficiency. When Fe<sup>3+</sup> or Al<sup>3+</sup> was present at concentrations near 10 mg/L in feed water with a TDS of ~400 mg/L, the residual iron or aluminum concentration in the treated water exceeded the permissible limits defined by drinking water standards. Despite high removal efficiencies (> 90%) for key cations including Na<sup>+</sup>, Ca<sup>2+</sup>, Mg<sup>2+</sup>, Al<sup>3+</sup>, Fe<sup>2+</sup>, and Fe<sup>3+</sup>, regeneration studies revealed a distinct desorption trend: Mg<sup>2+</sup> > Na<sup>+</sup> > Ca<sup>2+</sup> > Al<sup>3+</sup> > Fe<sup>2+</sup> ≈ Fe<sup>3+</sup>. This trend indicates that Fe<sup>3+</sup> and Fe<sup>2+</sup> are the most strongly retained and thus the most scale-forming ion in MCDI systems, followed by Al<sup>3+</sup>. Salt adsorption capacity of NaCl is 0.66-4.14 mg/g and modeled using the modified Donnan model effectively described the nonlinear adsorption behavior and also for all other systems with and without coagulant ions. Due to the presence of divalent ions, Donnan potential decreased compared to NaCl system without coagulant ions. The presence of coagulant ions further decreased the Donnan potential. Energy consumed 68.2-78.6 kT/ion and mostly increased to 60.6-101.3 kT/ion during partially choked condition. Post-operational surface analyses using x-ray photoelectron spectroscopy (XPS) and energy-dispersive spectroscopy (EDS) confirmed the accumulation of these metal ions on the carbon electrode surfaces. The observed deposition of oxide and hydroxide of coagulant ions significantly impacts long-term MCDI performance, underscoring the need for pretreatment strategies and electrode material optimization to enhance the sustainability and effectiveness of MCDI in domestic water purification applications.</p>","PeriodicalId":23621,"journal":{"name":"Water Environment Research","volume":"98 2","pages":"e70278"},"PeriodicalIF":1.9,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146067311","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exergy Analysis for Evaluating the Performance of an Integrated Leachate Treatment System. 综合渗滤液处理系统性能评价的火用分析。
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.70306
Salvador Villamizar, Aymer Maturana-Cordoba, Ricardo Mejía-Marchena, Joseph Soto-Verjel, Angelo Soto-Vergel

Exergy analysis provides a unified framework for assessing environmental, technical, and economic aspects in energy terms, enabling the identification of irreversibilities that reduce process efficiency. In wastewater treatment, its application remains limited, focusing on municipal effluents and chemical exergy derived from chemical oxygen demand. This study proposes an advanced exergy analysis model for wastewater treatment, structured in three phases: (i) system data, (ii) exergy analysis, and (iii) optimization through exergoenvironmental, exergoeconomic, and exergotechnical indicators, statistically assessed using the desirability function approach (DFA). The model was validated using a case study of a leachate treatment system that combined coagulation-flocculation, three photo-Fenton configurations, and activated sludge. The highest desirability (0.59) in exergy terms for the pretreatment was achieved with 1 g L-1 iron chloride at pH 5, while DFA was 0.74 in the photo-Fenton process involved pretreated leachate with residual iron (0.08 g L-1 of iron) and a single 2.5 g L-1 dose of hydrogen peroxide followed by biological treatment. Irreversibilities were greatest in the biological stage due to electricity demand followed by influent composition, reagent consumption, and sludge generation. The model offers robust criteria for optimizing treatment design and supports the achievement of Sustainable Development Goals 6, 11, and 12.

能源分析为评估能源方面的环境、技术和经济方面提供了一个统一的框架,使识别降低过程效率的不可逆性成为可能。在废水处理方面,其应用仍然有限,主要集中在城市污水和由化学需氧量产生的化学火用。本研究提出了一个污水处理的先进的火用分析模型,分为三个阶段:(i)系统数据,(ii)火用分析,(iii)通过火用环境,火用经济和火用技术指标进行优化,使用期望函数方法(DFA)进行统计评估。该模型通过一个渗滤液处理系统的案例研究进行了验证,该系统结合了混凝-絮凝、三种光- fenton配置和活性污泥。在火用条件下,使用pH为5的1g L-1氯化铁达到了最高的预期效果(0.59),而在光- fenton工艺中,使用残余铁(0.08 g L-1铁)预处理的渗滤液和2.5 g L-1剂量的双氧水进行生物处理,DFA为0.74。不可逆性在生物阶段最大,原因是电力需求,其次是进水成分、试剂消耗和污泥产生。该模型为优化治疗设计提供了可靠的标准,并支持实现可持续发展目标6、11和12。
{"title":"Exergy Analysis for Evaluating the Performance of an Integrated Leachate Treatment System.","authors":"Salvador Villamizar, Aymer Maturana-Cordoba, Ricardo Mejía-Marchena, Joseph Soto-Verjel, Angelo Soto-Vergel","doi":"10.1002/wer.70306","DOIUrl":"https://doi.org/10.1002/wer.70306","url":null,"abstract":"<p><p>Exergy analysis provides a unified framework for assessing environmental, technical, and economic aspects in energy terms, enabling the identification of irreversibilities that reduce process efficiency. In wastewater treatment, its application remains limited, focusing on municipal effluents and chemical exergy derived from chemical oxygen demand. This study proposes an advanced exergy analysis model for wastewater treatment, structured in three phases: (i) system data, (ii) exergy analysis, and (iii) optimization through exergoenvironmental, exergoeconomic, and exergotechnical indicators, statistically assessed using the desirability function approach (DFA). The model was validated using a case study of a leachate treatment system that combined coagulation-flocculation, three photo-Fenton configurations, and activated sludge. The highest desirability (0.59) in exergy terms for the pretreatment was achieved with 1 g L<sup>-1</sup> iron chloride at pH 5, while DFA was 0.74 in the photo-Fenton process involved pretreated leachate with residual iron (0.08 g L<sup>-1</sup> of iron) and a single 2.5 g L<sup>-1</sup> dose of hydrogen peroxide followed by biological treatment. Irreversibilities were greatest in the biological stage due to electricity demand followed by influent composition, reagent consumption, and sludge generation. The model offers robust criteria for optimizing treatment design and supports the achievement of Sustainable Development Goals 6, 11, and 12.</p>","PeriodicalId":23621,"journal":{"name":"Water Environment Research","volume":"98 2","pages":"e70306"},"PeriodicalIF":1.9,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146166900","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Smart Water Management: Role of IoT, AI, and Machine Learning in Water Quality Monitoring. 智慧水管理:物联网、人工智能和机器学习在水质监测中的作用。
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.70249
Papia Dutta, Smita Sarma

Water quality deterioration has intensified the need for rapid and accurate assessment using modern monitoring approaches. Conventional laboratory-based techniques often suffer from delayed analysis and low sampling frequency, limiting timely decision-making. Key quantitative parameters-including pH (optimal 6.5-8.5), dissolved oxygen (DO > 5 mg/L for aquatic health), turbidity (< 1-5 NTU for drinking-water standards), electrical conductivity (250-1500 μS/cm depending on source), and Water Quality Index (WQI < 50 indicating good quality and > 100 reflecting poor conditions)-serve as essential indicators of ecosystem and human health. Recent advancements in Internet of Things (IoT) sensors, artificial intelligence (AI), and machine learning (ML) have enabled high-frequency measurements, predictive forecasting, anomaly detection, and enhanced early warning capabilities. IoT-enabled multiparameter sensing combined with ML models such as random forests, gradient boosting, and deep neural networks significantly improve accuracy in pollutant prediction and trend analysis. This review synthesizes the latest progress in IoT-, AI-, and ML-driven water quality monitoring, outlines quantitative improvements reported in recent literature, and highlights remaining technical, economic, and governance challenges influencing large-scale deployment.

水质恶化加剧了使用现代监测方法进行迅速和准确评估的需要。传统的基于实验室的技术往往存在分析延迟和采样频率低的问题,限制了及时决策。关键的定量参数——包括pH值(最佳6.5-8.5)、溶解氧(水体健康所需的溶解氧为5 mg/L)、浊度(100表示条件差)——是生态系统和人类健康的基本指标。物联网(IoT)传感器、人工智能(AI)和机器学习(ML)的最新进展使高频测量、预测预测、异常检测和增强的预警能力成为可能。支持物联网的多参数传感与ML模型(如随机森林、梯度增强和深度神经网络)相结合,显著提高了污染物预测和趋势分析的准确性。本文综合了物联网、人工智能和机器学习驱动的水质监测的最新进展,概述了最近文献中报道的定量改进,并强调了影响大规模部署的剩余技术、经济和治理挑战。
{"title":"Smart Water Management: Role of IoT, AI, and Machine Learning in Water Quality Monitoring.","authors":"Papia Dutta, Smita Sarma","doi":"10.1002/wer.70249","DOIUrl":"10.1002/wer.70249","url":null,"abstract":"<p><p>Water quality deterioration has intensified the need for rapid and accurate assessment using modern monitoring approaches. Conventional laboratory-based techniques often suffer from delayed analysis and low sampling frequency, limiting timely decision-making. Key quantitative parameters-including pH (optimal 6.5-8.5), dissolved oxygen (DO > 5 mg/L for aquatic health), turbidity (< 1-5 NTU for drinking-water standards), electrical conductivity (250-1500 μS/cm depending on source), and Water Quality Index (WQI < 50 indicating good quality and > 100 reflecting poor conditions)-serve as essential indicators of ecosystem and human health. Recent advancements in Internet of Things (IoT) sensors, artificial intelligence (AI), and machine learning (ML) have enabled high-frequency measurements, predictive forecasting, anomaly detection, and enhanced early warning capabilities. IoT-enabled multiparameter sensing combined with ML models such as random forests, gradient boosting, and deep neural networks significantly improve accuracy in pollutant prediction and trend analysis. This review synthesizes the latest progress in IoT-, AI-, and ML-driven water quality monitoring, outlines quantitative improvements reported in recent literature, and highlights remaining technical, economic, and governance challenges influencing large-scale deployment.</p>","PeriodicalId":23621,"journal":{"name":"Water Environment Research","volume":"98 2","pages":"e70249"},"PeriodicalIF":1.9,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146126658","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Macrophyte Extracts Promote the Growth of the Microbial Community Associated With Microcystis aeruginosa Alleviating Allelopathic Effects. 大型植物提取物促进与铜绿微囊藻相关的微生物群落生长,减轻化感作用。
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.70297
Luan Silva, Allan Amorim Santos, Sandra M F O Azevedo, Ana Beatriz Furlanetto Pacheco

Macrophytes such as Pistia stratiotes and Pontederia crassipes can release allelopathic compounds and reduce cyanobacteria biomass. Cyanobacterial cells interact with heterotrophic bacteria, which contribute to nutrient uptake and antioxidative responses, among other functions. However, the role of microbial communities in allelopathic interactions between macrophytes and cyanobacteria remains unexplored. We investigated how the bacterial community associated with Microcystis aeruginosa influences the effects of aqueous macrophyte extracts. Both extracts inhibited cyanobacterial growth and photosynthetic activity (99% for P. stratiotes and 55% for P. crassipes) while increasing bacterial abundance (threefold). The composition of the bacterial communities stimulated by extracts shifted: whereas original cultures were rich in Methyloversatilis and Rhodobacter, the P. stratiotes extract promoted the growth of Shinella, Flavobacterium, and Comamonadaceae, and the P. crassipes extract favored Enterobacterales. When these stimulated communities were reintroduced into M. aeruginosa cultures, allelopathic inhibition was reduced (40% for P. stratiotes and 12% for P. crassipes). We concluded that the growth of the associated microbiota attenuated the allelopathic effects, partially preserving cyanobacterial cells. Bacterial groups favored by the treatments may participate in allelochemical degradation and antioxidant protection or activate other types of metabolism beneficial to cyanobacteria, mitigating the harmful effects of the extracts. These results highlight the importance of considering the role of microbial communities in cyanobacterial allelopathic interactions.

大植物如层状Pistia stratiotes和Pontederia crassipes可以释放化感物质并减少蓝藻生物量。蓝藻细胞与异养细菌相互作用,有助于营养吸收和抗氧化反应,以及其他功能。然而,微生物群落在大型植物和蓝藻之间的化感作用中的作用仍未被探索。我们研究了与铜绿微囊藻相关的细菌群落如何影响水溶植物提取物的效果。两种提取物均能抑制蓝藻生长和光合活性(P. stratiotes为99%,P. crassipes为55%),同时增加细菌丰度(3倍)。受提取物刺激的细菌群落组成发生了变化:虽然原始培养物富含甲基多菌和红杆菌,但P. stratiotes提取物促进了Shinella, Flavobacterium和Comamonadaceae的生长,而P. crassipes提取物有利于肠杆菌。当这些受刺激的群落重新引入铜绿假单胞菌培养物时,化感抑制降低了(P. stratiotes为40%,P. crassipes为12%)。我们得出结论,相关微生物群的生长减弱了化感作用,部分保存了蓝藻细胞。受处理青睐的细菌群可能参与化感化学降解和抗氧化保护,或激活对蓝藻有益的其他类型的代谢,减轻提取物的有害影响。这些结果强调了考虑微生物群落在蓝藻化感作用中的作用的重要性。
{"title":"Macrophyte Extracts Promote the Growth of the Microbial Community Associated With Microcystis aeruginosa Alleviating Allelopathic Effects.","authors":"Luan Silva, Allan Amorim Santos, Sandra M F O Azevedo, Ana Beatriz Furlanetto Pacheco","doi":"10.1002/wer.70297","DOIUrl":"https://doi.org/10.1002/wer.70297","url":null,"abstract":"<p><p>Macrophytes such as Pistia stratiotes and Pontederia crassipes can release allelopathic compounds and reduce cyanobacteria biomass. Cyanobacterial cells interact with heterotrophic bacteria, which contribute to nutrient uptake and antioxidative responses, among other functions. However, the role of microbial communities in allelopathic interactions between macrophytes and cyanobacteria remains unexplored. We investigated how the bacterial community associated with Microcystis aeruginosa influences the effects of aqueous macrophyte extracts. Both extracts inhibited cyanobacterial growth and photosynthetic activity (99% for P. stratiotes and 55% for P. crassipes) while increasing bacterial abundance (threefold). The composition of the bacterial communities stimulated by extracts shifted: whereas original cultures were rich in Methyloversatilis and Rhodobacter, the P. stratiotes extract promoted the growth of Shinella, Flavobacterium, and Comamonadaceae, and the P. crassipes extract favored Enterobacterales. When these stimulated communities were reintroduced into M. aeruginosa cultures, allelopathic inhibition was reduced (40% for P. stratiotes and 12% for P. crassipes). We concluded that the growth of the associated microbiota attenuated the allelopathic effects, partially preserving cyanobacterial cells. Bacterial groups favored by the treatments may participate in allelochemical degradation and antioxidant protection or activate other types of metabolism beneficial to cyanobacteria, mitigating the harmful effects of the extracts. These results highlight the importance of considering the role of microbial communities in cyanobacterial allelopathic interactions.</p>","PeriodicalId":23621,"journal":{"name":"Water Environment Research","volume":"98 2","pages":"e70297"},"PeriodicalIF":1.9,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146195471","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Water Environment Research
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1