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Corrigendum to "Dual pathways of Mn oxide-driven Cr(III) release and transport in serpentine topsoil: OM-Cr(III) colloids and Cr(VI)" [Water Research, 286 (2025) 124263]. “锰氧化物驱动的Cr(III)在蛇形表层土壤中释放和运输的双重途径:OM-Cr(III)胶体和Cr(VI)”[水研究,286(2025)124263]。
IF 12.8 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-11-01 Epub Date: 2026-09-07 DOI: 10.1016/j.watres.2026.126820
Ming Ao, Ruichun Meng, Rouyun Zhou, Bolang Luo, Loua-Augustin Bonaventure, Pan Wu, Rongliang Qiu, Shizhong Wang
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引用次数: 0
Source-dependent photoreactivity of dissolved organic matter and its implications for specific disinfection byproduct formation. 溶解有机物的源依赖性光反应性及其对特定消毒副产物形成的影响。
IF 12.8 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-11-01 Epub Date: 2026-08-06 DOI: 10.1016/j.watres.2026.126635
Ruizhe Wang, Yu Luo, Fang Chen, Zhineng Hao, Dong Ren, Junjian Wang

Photochemical processing dictates the molecular evolution of dissolved organic matter (DOM) in sunlit waters and its subsequent reactivity during chlorination. However, how source-specific molecular signatures regulate the photochemical transformations of DOM and its associated disinfection by-product (DBP) formation potentials remains poorly understood. Here, DOM samples derived from algae (ADOM), soil (SDOM), litter (LDOM), and wildfire ash (BDOM) were exposed to 28 days of simulated solar irradiation to elucidate source-dependent molecular transformations and their impacts on specific DBP formation. DOM compositional changes were characterized using optical spectroscopy and Fourier transform-ion cyclotron resonance mass spectrometry, and specific DBP formation potentials were assessed via chlorination assays. Distinct molecular signatures differentiated DOM sources, with ADOM enriched in protein- and lipid-like compounds, whereas SDOM, LDOM, and BDOM contained greater proportions of aromatic, lignin-, and tannin-like molecules. Irradiation drove partial convergence of DOM toward a more oxidized state, lower molecular weight, and more aromatic structures via decarboxylation, dealkylation, and deamination. These transformations reduced specific carbonaceous DBP formation (up to 93 %) across most DOM sources, whereas LDOM showed a ∼9 % increase in specific trihalomethane and chloral hydrate formation, likely due to the persistence and transformation of lignin-like precursors. Notably, specific haloacetonitrile formation potentials substantially increased by 99-125 % across all DOM sources, associated with the generation of reactive nitrogenous precursors through photo-oxidation and depolymerization of macromolecules. These findings demonstrate that solar-driven DOM transformation governs distinct carbonaceous and nitrogenous DBP responses, highlighting the need for source-specific molecular insights to predict and manage DBP risks in watersheds.

光化学过程决定了阳光照射下水体中溶解有机物(DOM)的分子演化及其在氯化过程中的后续反应性。然而,来源特异性分子特征如何调节DOM的光化学转化及其相关的消毒副产物(DBP)形成电位仍然知之甚少。本研究将来自藻类(ADOM)、土壤(SDOM)、凋落物(LDOM)和野火灰烬(BDOM)的DOM样品暴露在28天的模拟太阳照射下,以阐明源依赖的分子转化及其对特定DBP形成的影响。利用光谱学和傅里叶变换-离子回旋共振质谱法对DOM的组成变化进行了表征,并通过氯化分析评估了DBP的形成势。不同的分子特征区分了DOM来源,ADOM富含蛋白质和类脂化合物,而SDOM、LDOM和BDOM含有更多的芳香、木质素和单宁类分子。辐照通过脱羧、脱烷基和脱胺作用,使DOM向更氧化态、更低分子量和更多芳族结构的方向部分收敛。在大多数DOM源中,这些转化降低了碳质DBP的形成(高达93 %),而LDOM显示出三卤甲烷和水合氯醛的形成增加了~ 9 %,可能是由于木质素样前体的持续存在和转化。值得注意的是,在所有DOM源中,特定的卤乙腈生成电位大幅增加了99-125 %,这与通过光氧化和大分子解聚产生活性氮前体有关。这些发现表明,太阳能驱动的DOM转换控制着不同的碳质和氮质DBP响应,强调了对源特异性分子洞察力的需求,以预测和管理流域DBP风险。
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引用次数: 0
Corrigendum to "The aging of microplastics exacerbates the damage to photosynthetic performance and bioenergy production in microalgae (Chlorella pyrenoidosa)" [Water Research, 259 (2024), 121841]. “微塑料老化加剧微藻(小球藻pyrenoidosa)光合性能和生物能源生产的损害”[j].环境科学学报,2009,29(2):1241 - 1241。
IF 12.8 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-11-01 Epub Date: 2026-09-28 DOI: 10.1016/j.watres.2026.126928
Yazhou Xu, Bo-Yu Peng, Xu Zhang, Qianfeng Xu, Libin Yang, Jiabin Chen, Xuefei Zhou, Yalei Zhang
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引用次数: 0
Erratum to "Sulfur disproportionation in engineered environmental systems: A critical review of mechanisms, applications, and emerging perspectives" [Water Research, Volume 300, 1 August 2026, 125856]. “硫歧化在工程环境系统:一个关键的审查机制,应用,和新兴的观点”[水研究,卷300,1八月2026,125856]。
IF 12.8 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-10-15 Epub Date: 2026-08-21 DOI: 10.1016/j.watres.2026.126698
Yu Zhang, Yu-Tong Li, Quan Zhang, Wei Wang, Xue-Ting Wang, Lei Zhao, Ai-Jie Wang, Jun Ma, Duu-Jong Lee, Nan-Qi Ren, Chuan Chen
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引用次数: 0
Hydrological inundation threshold regulates the carbon source-sink transition in unvegetated tidal flats. 水文淹没阈值调节无植被滩涂碳源-汇转换。
IF 12.8 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-10-15 Epub Date: 2026-07-21 DOI: 10.1016/j.watres.2026.126544
Hui Wu, Yasong Chen, Shiyao Chen, Mengru Li, Yihui Zhang, Mingliang Zhao, Guangxuan Han, Nengwang Chen

Unvegetated tidal flats cover extensive areas of global coastlines, but their role in atmospheric CO2 exchange remains poorly understood. Here we investigate how hydrological regimes regulate carbon uptake in these ecosystems through a marsh organ experiment in the subtropical Zhangjiang Estuary, China that integrated sediment-atmosphere CO2 and CH4 flux measurements, porewater geochemistry, and metagenomic sequencing. We identified a site-specific hydrological transition in which sediment-atmosphere CO2 exchange shifted from a weak source to sustained net uptake under more frequent inundation, with the transition occurring around an annual inundation frequency of approximately 10-30% in this experimental system. This transition coincided with declining porewater NO3-/Cl- and SO42-/Cl- ratios and increasing pH, dissolved CO2 concentration, and carbonate system derived estimated alkalinity, consistent with enhanced anaerobic redox processes and alkalinity-associated CO2 dissolution and retention. Although CH4 emissions increased under frequent inundation, incorporating CH4 into global warming potential did not substantially offset the CO2 sink transition. Metagenomic analyses further showed an enrichment of rTCA-related carbon-fixation taxa under frequent inundation, indicating greater microbial autotrophic carbon-fixation potential. This functional potential was associated with porewater geochemical changes and increased microbial biomass carbon, supporting the possibility of hydrologically modulated geochemical-microbial coupling during the CO2 source-sink transition. Together, our results unveil a previously unrecognized mechanism in which a hydrologically-modulated geochemical-microbial coupling drives CO2 uptake in frequently inundated sediments. These findings extend current blue carbon frameworks by highlighting the previously overlooked role of unvegetated tidal flats in coastal carbon cycling and climate regulation.

没有植被的潮滩覆盖了全球海岸线的广大地区,但人们对它们在大气二氧化碳交换中的作用仍然知之甚少。本文通过在张江口进行的湿地器官实验,综合了沉积物-大气CO2和CH4通量测量、孔隙水地球化学和宏基因组测序,研究了水文制度如何调节这些生态系统的碳吸收。我们确定了一个特定地点的水文过渡,其中沉积物-大气CO2交换在更频繁的淹没下从弱源转变为持续的净吸收,在这个实验系统中,这种过渡发生在年淹没频率约为10-30%左右。这种转变与孔隙水NO3-/Cl-和SO42-/Cl-比值的下降以及pH、溶解CO2浓度和碳酸盐体系得出的估计碱度的增加相一致,与厌氧氧化还原过程的增强和碱度相关的CO2溶解和保留相一致。虽然CH4排放量在频繁淹没下增加,但将CH4纳入全球变暖潜势并不能显著抵消CO2汇的转变。宏基因组分析进一步表明,在频繁的洪水淹没下,rtca相关的碳固定类群丰富,表明微生物自养碳固定潜力更大。该功能势与孔隙水地球化学变化和微生物生物量碳增加有关,支持了在CO2源-汇转变过程中水文调节地球化学-微生物耦合的可能性。总之,我们的研究结果揭示了一个以前未被认识的机制,在这个机制中,水文调节的地球化学-微生物耦合驱动了经常被淹没的沉积物中二氧化碳的吸收。这些发现通过强调以前被忽视的无植被潮滩在沿海碳循环和气候调节中的作用,扩展了目前的蓝碳框架。
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引用次数: 0
Unveiling the role of sludge flocs interfacial behaviors in enhancing water leakage and simultaneous attenuation of multi-pollutants (PFOA & ARGs) by electro- Fe2+-activated persulfate oxidation. 揭示了污泥絮凝体界面行为在Fe2+电活化过硫酸盐氧化增强渗水和同时衰减多污染物(PFOA和ARGs)中的作用。
IF 12.8 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-10-15 Epub Date: 2026-07-18 DOI: 10.1016/j.watres.2026.126507
Zijun Dai, Zhaobin Liu, Yuchen Guo, Yijing Gao, Jiandong Wang, Jiabang Li, Xueqin Lu, Guangyin Zhen

The efficient dewatering and the deep removal of obstinate emerging contaminants (e.g., perfluorooctanoic acid (PFOA) and antibiotic resistance genes (ARGs) remain critical bottlenecks in current sludge management. Persulfate advanced oxidation processes (PS-AOPs) offer great potential in sludge conditioning and pollutant mineralization, however their efficacy strongly hinges on water-organics binding capacity, solid-liquid interface reactivity, radical generation routes, and iron cycling rate. In this study, a pair of high specific-surface helix-leaf electrodes (a total of 5481.8 mm2 ) was designed and integrated into Fe2+-activated persulfate oxidation processes to drive Fe2+ re-generation and highly active radicals formation. Under the optimal operational conditions of 30 V and 2/1.6 mmol Fe2+-S2O82-/g-VS, the sludge achieved an 87 % decrease in capillary suction time (CST) and low moisture content of 52.2 % after pressure filtration. More importantly, such hybrid option produced a 91.03 % degradation of PFOA from total EPS and an exponential elimination (above 90 %) of ARGs. Mechanistically, the electro-Fe2+-activated persulfate oxidation encouraged the continuous production of highly active radicals (·OH, SO4·⁻, ¹O2, and ·O2⁻) via ensuring efficient Fe³⁺/Fe²⁺ cycling driven by a robust electro-reduced circumstance. These radicals catalyzed the degradation of extracellular polymeric substances (EPS) and microbial cell rupture, notably reconfiguring protein secondary structures-characterized by the reduction of stable α-helix and β-sheet proportions to 17.79 % and 14.44 %, respectively. This profound structural transformation disrupted the hydrophilic gel matrix, thereby significantly enhancing sludge dewaterability. Concurrently, PFOA was destructed via direct free radical attacks on its molecular structure, while ARGs were eliminated primarily through the unwinding and subsequent cleavage of DNA strands. The research results will provide theoretical support and technical paradigms for the "reduction and emerging pollutant control" of sludge, and promote the green and low-carbon transformation in the field of waste treatment.

有效脱水和深度去除顽固的新出现的污染物(如全氟辛酸(PFOA)和抗生素抗性基因(ARGs))仍然是当前污泥管理的关键瓶颈。过硫酸盐高级氧化工艺(PS-AOPs)在污泥调节和污染物矿化方面具有很大的潜力,但其效果很大程度上取决于水-有机物结合能力、固液界面反应性、自由基生成途径和铁循环速率。本研究设计了一对高比表面螺旋叶电极(共5481.8 mm2),并将其集成到Fe2+活化过硫酸盐氧化过程中,以驱动Fe2+再生和高活性自由基的形成。在30 V和2/1.6 mmol Fe2+- s2o82 -/g-VS的最佳操作条件下,经压力过滤后的污泥毛细管吸附时间(CST)减少87%,含水率降低52.2%。更重要的是,这种混合选择使总EPS中PFOA的降解率达到91.03%,ARGs的指数消除率达到90%以上。从机制上讲,电- fe2 +激活的过硫酸盐氧化促进了高活性自由基(·OH, SO4·⁻,¹O2和·O2⁻)的持续产生,通过确保在强大的电还原环境下有效的Fe³/Fe²⁺循环。这些自由基催化了细胞外聚合物(EPS)的降解和微生物细胞的破裂,特别是蛋白质二级结构的重新配置,其特征是稳定的α-螺旋和β-片的比例分别降低到17.79%和14.44%。这种深刻的结构转变破坏了亲水性凝胶基质,从而显著提高了污泥的脱水能力。同时,PFOA通过自由基对其分子结构的直接攻击而被破坏,而ARGs主要通过DNA链的解绕和随后的切割来消除。研究成果将为污泥“减量化与新兴污染物治理”提供理论支撑和技术范式,推动垃圾处理领域绿色低碳转型。
{"title":"Unveiling the role of sludge flocs interfacial behaviors in enhancing water leakage and simultaneous attenuation of multi-pollutants (PFOA & ARGs) by electro- Fe<sup>2+</sup>-activated persulfate oxidation.","authors":"Zijun Dai, Zhaobin Liu, Yuchen Guo, Yijing Gao, Jiandong Wang, Jiabang Li, Xueqin Lu, Guangyin Zhen","doi":"10.1016/j.watres.2026.126507","DOIUrl":"10.1016/j.watres.2026.126507","url":null,"abstract":"<p><p>The efficient dewatering and the deep removal of obstinate emerging contaminants (e.g., perfluorooctanoic acid (PFOA) and antibiotic resistance genes (ARGs) remain critical bottlenecks in current sludge management. Persulfate advanced oxidation processes (PS-AOPs) offer great potential in sludge conditioning and pollutant mineralization, however their efficacy strongly hinges on water-organics binding capacity, solid-liquid interface reactivity, radical generation routes, and iron cycling rate. In this study, a pair of high specific-surface helix-leaf electrodes (a total of 5481.8 mm<sup>2</sup> ) was designed and integrated into Fe<sup>2+</sup>-activated persulfate oxidation processes to drive Fe<sup>2+</sup> re-generation and highly active radicals formation. Under the optimal operational conditions of 30 V and 2/1.6 mmol Fe<sup>2+</sup>-S<sub>2</sub>O<sub>8</sub><sup>2-</sup>/g-VS, the sludge achieved an 87 % decrease in capillary suction time (CST) and low moisture content of 52.2 % after pressure filtration. More importantly, such hybrid option produced a 91.03 % degradation of PFOA from total EPS and an exponential elimination (above 90 %) of ARGs. Mechanistically, the electro-Fe<sup>2+</sup>-activated persulfate oxidation encouraged the continuous production of highly active radicals (·OH, SO<sub>4</sub>·⁻, ¹O<sub>2</sub>, and ·O<sub>2</sub>⁻) via ensuring efficient Fe³⁺/Fe²⁺ cycling driven by a robust electro-reduced circumstance. These radicals catalyzed the degradation of extracellular polymeric substances (EPS) and microbial cell rupture, notably reconfiguring protein secondary structures-characterized by the reduction of stable α-helix and β-sheet proportions to 17.79 % and 14.44 %, respectively. This profound structural transformation disrupted the hydrophilic gel matrix, thereby significantly enhancing sludge dewaterability. Concurrently, PFOA was destructed via direct free radical attacks on its molecular structure, while ARGs were eliminated primarily through the unwinding and subsequent cleavage of DNA strands. The research results will provide theoretical support and technical paradigms for the \"reduction and emerging pollutant control\" of sludge, and promote the green and low-carbon transformation in the field of waste treatment.</p>","PeriodicalId":443,"journal":{"name":"Water Research","volume":"305 ","pages":"126507"},"PeriodicalIF":12.8,"publicationDate":"2026-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148583278","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Scalable nanoconfined GO/SWCNT-OH membranes for efficient high-salinity organic wastewater treatment. 高效处理高盐度有机废水的纳米限缩氧化石墨烯/ swcnts - oh膜。
IF 12.8 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-10-15 Epub Date: 2026-07-18 DOI: 10.1016/j.watres.2026.126527
Yechen An, Xiaoxu Gao, Jing-Long Han, Yuting Ning, Xinping Fu, Ruiyun Ren, Liang Mei, Wenli Jiang, Ruifeng Yan, Jun Cui, Yu Tao, Aijie Wang

Recovering valuable organic compounds from high-salinity organic wastewater is essential for sustainable chemical manufacturing. However, conventional polymeric membranes suffer from insufficient organic/inorganic selectivity, poor solvent resistance, and severe membrane fouling during practical applications. Herein, we developed a hydroxylated carbon nanotube (CNT-OH)-modulated graphene oxide (GO) membrane to address these challenges. By precisely regulating the inner diameter and hydroxyl content of CNT-OH, rapid transport channels for water molecules and hydrated ions were constructed, which simultaneously suppressed interlayer swelling and enhanced the rejection of organic compounds. The optimized GO/single-walled hydroxylated carbon nanotubes (SWCNT-OH) membrane achieved water permeability of 28.7 l m-2 h-1 bar-1 and separation factor above 15 for negatively charged dyes, antibiotics, and per- and polyfluoroalkyl substances (PFASs) relative to inorganic salts (NaCl), outperforming commercial nanofiltration (NF) membranes by one order of magnitude. During one-month continuous treatment of real erythromycin (ERY) fermentation broth, the membrane showed only a 7.1% flux decline and maintained 99.9% ERY rejection. Compared with conventional ultrafiltration-nanofiltration (UF-NF) processes, the system reduced operating costs by 66.4% and CO2 emissions by 76.8%, demonstrating pronounced economic and environmental advantages. Overall, the system demonstrates outstanding application potential, strong scalability and engineering feasibility.

从高盐度有机废水中回收有价值的有机化合物是可持续化工生产的关键。然而,在实际应用中,传统聚合物膜存在有机/无机选择性不足、耐溶剂性差、膜污染严重等问题。在此,我们开发了一种羟基化碳纳米管(CNT-OH)调制氧化石墨烯(GO)膜来解决这些挑战。通过精确调节CNT-OH的内径和羟基含量,构建了水分子和水合离子的快速运输通道,同时抑制了层间膨胀,增强了对有机化合物的排斥。优化后的氧化石墨烯/单壁羟基化碳纳米管(swcnts - oh)膜的透水性为28.7 l m-2 h-1 bar-1,相对于无机盐(NaCl),对带负电荷的染料、抗生素、全氟烷基和多氟烷基物质(PFASs)的分离系数在15以上,比商用纳滤(NF)膜高出一个数量级。在连续使用真红霉素(ERY)发酵液1个月期间,膜通量仅下降7.1%,并保持99.9%的ERY排斥反应。与传统的超滤-纳滤(UF-NF)工艺相比,该系统的运行成本降低了66.4%,二氧化碳排放量降低了76.8%,具有明显的经济和环境优势。总体而言,该系统具有突出的应用潜力、较强的可扩展性和工程可行性。
{"title":"Scalable nanoconfined GO/SWCNT-OH membranes for efficient high-salinity organic wastewater treatment.","authors":"Yechen An, Xiaoxu Gao, Jing-Long Han, Yuting Ning, Xinping Fu, Ruiyun Ren, Liang Mei, Wenli Jiang, Ruifeng Yan, Jun Cui, Yu Tao, Aijie Wang","doi":"10.1016/j.watres.2026.126527","DOIUrl":"10.1016/j.watres.2026.126527","url":null,"abstract":"<p><p>Recovering valuable organic compounds from high-salinity organic wastewater is essential for sustainable chemical manufacturing. However, conventional polymeric membranes suffer from insufficient organic/inorganic selectivity, poor solvent resistance, and severe membrane fouling during practical applications. Herein, we developed a hydroxylated carbon nanotube (CNT-OH)-modulated graphene oxide (GO) membrane to address these challenges. By precisely regulating the inner diameter and hydroxyl content of CNT-OH, rapid transport channels for water molecules and hydrated ions were constructed, which simultaneously suppressed interlayer swelling and enhanced the rejection of organic compounds. The optimized GO/single-walled hydroxylated carbon nanotubes (SWCNT-OH) membrane achieved water permeability of 28.7 l m<sup>-2</sup> h<sup>-1</sup> bar<sup>-1</sup> and separation factor above 15 for negatively charged dyes, antibiotics, and per- and polyfluoroalkyl substances (PFASs) relative to inorganic salts (NaCl), outperforming commercial nanofiltration (NF) membranes by one order of magnitude. During one-month continuous treatment of real erythromycin (ERY) fermentation broth, the membrane showed only a 7.1% flux decline and maintained 99.9% ERY rejection. Compared with conventional ultrafiltration-nanofiltration (UF-NF) processes, the system reduced operating costs by 66.4% and CO<sub>2</sub> emissions by 76.8%, demonstrating pronounced economic and environmental advantages. Overall, the system demonstrates outstanding application potential, strong scalability and engineering feasibility.</p>","PeriodicalId":443,"journal":{"name":"Water Research","volume":"305 ","pages":"126527"},"PeriodicalIF":12.8,"publicationDate":"2026-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148583336","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Multi-scale machine learning reveals the effects of sulfur species on sludge anaerobic fermentation: Bridging macroscopic performance and microscopic molecular mechanisms. 多尺度机器学习揭示硫物种对污泥厌氧发酵的影响:连接宏观性能和微观分子机制。
IF 12.8 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-10-15 Epub Date: 2026-07-18 DOI: 10.1016/j.watres.2026.126524
Boyi Cheng, Jinqi Jiang, Gang Guo, Weijun Zhang, Guanghao Chen

Sulfur-mediated chemical regulation has emerged as an attractive strategy for enhancing sludge anaerobic fermentation (AF). However, the non-linear influence of diverse sulfur species on AF performance, and their cross-scale interactions with microbiomes and functional genes, remain poorly understood. Therefore, this study developed a multi-scale machine learning (ML) framework that integrates MacroML for AF performance prediction and MicroML for mechanistic microbiome-gene interpretation, using thiosulfate-mediated AF as a representative sulfur-regulated system. At the macroscopic level, support vector regression (SVR) exhibited superior predictive robustness for short-chain fatty acids (SCFAs) (R2-test = 0.94) and biogas (R2-test = 0.89) using multiple sulfur species and operational conditions as inputs. MacroML interpretation analysis identified H2S (>3000 ppm), thiosulfate (∼650 mg S/L), sulfite (3.0-3.5 mg S/L), sulfide (120-140 mg S/L), and sulfate (20-30 mg S/L) as determinants for increasing SCFA production, whereas biogas production required low thiosulfate (<200 mg S/L), sulfate (< 10 mg S/L), sulfide (10-20 mg S/L), sulfite (< 2.0 mg S/L), and H2S (< 2500 ppm). At the microscopic scale, a graph embedding-enhanced random forest (GE-RF) model (R2-test = 0.72-0.89) revealed that sulfur metabolism was associated with a metabolic shift toward acidogenesis, as indicated by the enrichment of core taxa (e.g., Proteiniphilum, Aminobacterium), higher expression of acidogenic genes (e.g., buk, ptb), and increased abundance of electron transfer chain components (e.g., aprA/B, COQ4). Concurrently, sulfur exposure (e.g., thiosulfate, sulfide, H2S) was associated with inhibition of terminal methanogenic enzymes (i.e., mcr and mtr) and a potential weakening of Methanothrix-centered functional modules, which may collectively contribute to reduced biogas production. This work provides a robust, data-driven roadmap for deciphering sulfur-mediated biochemical pathways and facilitates precision operational control in sludge AF systems.

硫介导的化学调节已成为提高污泥厌氧发酵(AF)的一种有吸引力的策略。然而,不同硫种对AF性能的非线性影响,以及它们与微生物组和功能基因的跨尺度相互作用,仍然知之甚少。因此,本研究开发了一个多尺度机器学习(ML)框架,该框架集成了用于AF性能预测的MacroML和用于机制微生物组基因解释的MicroML,并使用硫代硫酸盐介导的AF作为代表性的硫调节系统。在宏观层面上,支持向量回归(SVR)对多硫种和操作条件下的短链脂肪酸(scfa) (R2-test = 0.94)和沼气(R2-test = 0.89)具有较好的预测稳健性。MacroML解释分析确定H2S (>3000 ppm)、硫代硫酸盐(~ 650 mg S/L)、亚硫酸盐(3.0-3.5 mg S/L)、硫化物(120-140 mg S/L)和硫酸盐(20-30 mg S/L)是增加SCFA产量的决定因素,而沼气生产需要低硫代硫酸盐(2S < 2500 ppm)。在微观尺度上,图嵌入增强随机森林(GE-RF)模型(r2检验 = 0.72-0.89)显示,硫代谢与代谢向酸生成的转变有关,如核心分类群(如Proteiniphilum, Aminobacterium)的富集,产酸基因(如buk, ptb)的高表达以及电子传递链成分(如aprA/B, COQ4)的丰度增加。同时,硫暴露(如硫代硫酸盐、硫化物、H2S)与终端产甲烷酶(如mcr和mtr)的抑制以及以甲烷菌为中心的功能模块的潜在减弱有关,这些可能共同导致沼气产量减少。这项工作为破译硫介导的生化途径提供了一个强大的、数据驱动的路线图,并促进了污泥AF系统的精确操作控制。
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引用次数: 0
Dual-site magnetic microporous organic networks enabling high-performance capture and quantification of per- and polyfluoroalkyl substances. 双站点磁微孔有机网络,实现了单氟烷基和多氟烷基物质的高性能捕获和定量。
IF 12.8 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-10-15 Epub Date: 2026-07-21 DOI: 10.1016/j.watres.2026.126549
Chun-Ying Xu, Qing-Zhi Hou, Xiang-Sheng Xue, Zhan-Hui Qiu, Yuan-Yuan Cui, Cheng-Xiong Yang

Given the global prevalence of per- and poly-fluoroalkyl substances (PFASs), notable for their environmental persistence, bioaccumulation potential, and toxicity, in consumer products, water sources, and living organisms, the development of robust analytical techniques for their accurate quantification in complex matrices is imperative. Here, a novel quaternary ammonium-fluorinated dual-site magnetic microporous organic network (QM-MFMON) is developed for efficiently capturing PFASs. The cooperative integration of electrostatic interaction and fluorous affinity within QM-MFMON facilitates high-selectivity and ultrafast PFASs capture. QM-MFMON is integrated into a workflow comprising magnetic solid-phase extraction (MSPE) followed by UPLC-MS/MS to rapidly detect trace PFASs in biological fluids, food, and environmental water with high sensitivity and reliability. This platform demonstrates a wide range of detection (0.5-5000 ng L-1), low limit of detection (0.01-0.03 ng L-1), high enrichment efficiency (91.5-97.4), good recoveries (80.2-112.4%), and stable reusability. QM-MFMON is expected to serve as a high-performance adsorbent for MSPE to facilitate the rapid, selective, and ultrasensitive analysis of PFASs in complex matrices.

鉴于单氟烷基和多氟烷基物质(PFASs)在消费品、水源和活生物体中的环境持久性、生物蓄积潜力和毒性在全球普遍存在,开发强大的分析技术以在复杂基质中对其进行准确定量是必要的。本文开发了一种新型的季铵氟化双位点磁性微孔有机网络(QM-MFMON),用于高效捕获全氟磺酸。QM-MFMON中静电相互作用和氟亲和的协同集成促进了高选择性和超快的PFASs捕获。QM-MFMON集成到工作流程中,包括磁固相萃取(MSPE),然后是UPLC-MS/MS,以高灵敏度和可靠性快速检测生物流体,食品和环境水中的痕量PFASs。该平台检测范围宽(0.5 ~ 5000ng L-1),检出限低(0.01 ~ 0.03 ng L-1),富集效率高(91.5 ~ 97.4),回收率好(80.2 ~ 112.4%),可重复使用稳定。QM-MFMON有望成为MSPE的高性能吸附剂,以促进复杂基质中PFASs的快速、选择性和超灵敏分析。
{"title":"Dual-site magnetic microporous organic networks enabling high-performance capture and quantification of per- and polyfluoroalkyl substances.","authors":"Chun-Ying Xu, Qing-Zhi Hou, Xiang-Sheng Xue, Zhan-Hui Qiu, Yuan-Yuan Cui, Cheng-Xiong Yang","doi":"10.1016/j.watres.2026.126549","DOIUrl":"10.1016/j.watres.2026.126549","url":null,"abstract":"<p><p>Given the global prevalence of per- and poly-fluoroalkyl substances (PFASs), notable for their environmental persistence, bioaccumulation potential, and toxicity, in consumer products, water sources, and living organisms, the development of robust analytical techniques for their accurate quantification in complex matrices is imperative. Here, a novel quaternary ammonium-fluorinated dual-site magnetic microporous organic network (QM-MFMON) is developed for efficiently capturing PFASs. The cooperative integration of electrostatic interaction and fluorous affinity within QM-MFMON facilitates high-selectivity and ultrafast PFASs capture. QM-MFMON is integrated into a workflow comprising magnetic solid-phase extraction (MSPE) followed by UPLC-MS/MS to rapidly detect trace PFASs in biological fluids, food, and environmental water with high sensitivity and reliability. This platform demonstrates a wide range of detection (0.5-5000 ng L<sup>-1</sup>), low limit of detection (0.01-0.03 ng L<sup>-1</sup>), high enrichment efficiency (91.5-97.4), good recoveries (80.2-112.4%), and stable reusability. QM-MFMON is expected to serve as a high-performance adsorbent for MSPE to facilitate the rapid, selective, and ultrasensitive analysis of PFASs in complex matrices.</p>","PeriodicalId":443,"journal":{"name":"Water Research","volume":"305 ","pages":"126549"},"PeriodicalIF":12.8,"publicationDate":"2026-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148583319","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Environmental factors and sources influencing Cryptosporidium river concentrations: A data-rich spatio-temporal analysis using explainable AI. 影响隐孢子虫河流浓度的环境因素和来源:利用可解释的人工智能进行数据丰富的时空分析。
IF 12.8 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-10-15 Epub Date: 2026-06-15 DOI: 10.1016/j.watres.2026.126301
Alan L Smalley, Isabel Douterelo, Michael Chipps, James D Shucksmith

Cryptosporidium is a waterborne parasite which poses significant risks to drinking water safety. Despite its importance, considerable uncertainty remains regarding the effect of catchment characteristics and environmental conditions on the scale and timing of Cryptosporidium concentrations in rivers. This paper performs a spatio-temporal analysis of the environmental factors influencing Cryptosporidium by applying eXplainable AI (XAI) tools to a large-scale, long-term dataset from across the British mainland. The study brings together extensive land use, topographical, meteorological, hydrological and human/livestock density data to analyse the seasonality and magnitude of Cryptosporidium in rivers and advance understanding of how these factors influence Cryptosporidium concentrations and dynamics across heterogeneous river systems. A machine learning (ML) model - XGBoost - was trained with environmental inputs at different spatial scales. Interpretation of feature effects using SHapley Additive exPlanations (SHAP) found that humidity and rainfall had a strong positive effect on modelled Cryptosporidium concentrations. Human population density was shown to be more highly predictive of Cryptosporidium concentrations than either grassland area or livestock density, suggesting that human sources of Cryptosporidium may be more important than animal sources in many rivers. Densities of combined sewer overflows (CSOs) and sewage treatment works (STWs) were most predictive within 5 km and 25 km upstream, respectively, indicating the possible significance of local point source effects. The study revealed strong seasonality in Cryptosporidium at many sites, with the timing of peak concentrations varying significantly with catchment characteristics, such as human population, STW density, urban area and prevailing meteorological conditions. The work demonstrates how an XAI-based modelling framework can combine static, pseudo-static and dynamic environmental datasets across multiple catchments to identify modelled drivers of pathogen occurrence and seasonality in river systems, yielding more generalisable insights than those provided by previous single-catchment or short-term studies.

隐孢子虫是一种水生寄生虫,对饮用水安全构成重大威胁。尽管它很重要,但在流域特征和环境条件对河流隐孢子虫浓度的规模和时间的影响方面,仍存在相当大的不确定性。本文利用可解释人工智能(eXplainable AI, XAI)工具对来自英国大陆的大规模长期数据集进行了影响隐孢子虫的环境因素的时空分析。该研究汇集了广泛的土地利用、地形、气象、水文和人类/牲畜密度数据,以分析河流中隐孢子虫的季节性和数量,并进一步了解这些因素如何影响跨异质河流系统的隐孢子虫浓度和动态。机器学习(ML)模型XGBoost在不同空间尺度的环境输入下进行训练。利用SHapley加性解释(SHAP)对特征效应的解释发现,湿度和降雨对模拟的隐孢子虫浓度有很强的正向影响。人口密度比草地面积或牲畜密度更能预测隐孢子虫的浓度,这表明在许多河流中,人类隐孢子虫的来源可能比动物来源更重要。综合污水溢流(CSOs)和污水处理厂(STWs)的密度分别在上游5公里和25公里范围内最具预测性,表明局部点源效应可能具有重要意义。研究发现,隐孢子虫在许多站点具有很强的季节性,其峰值浓度的时间随流域特征(如人口、STW密度、城市面积和当时的气象条件)而显著变化。这项工作展示了基于xai的建模框架如何结合多个流域的静态、伪静态和动态环境数据集,以确定河流系统中病原体发生和季节性的建模驱动因素,从而产生比以前单一流域或短期研究提供的更普遍的见解。
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