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Salinity levels, trends and drivers of surface water salinization across China's river basins
IF 11.4 1区 环境科学与生态学
Water Research Pub Date : 2025-03-25 DOI: 10.1016/j.watres.2025.123556
Lin Gao , Ze Yuan , Xiaoteng Mao , Ting Ma
{"title":"Salinity levels, trends and drivers of surface water salinization across China's river basins","authors":"Lin Gao ,&nbsp;Ze Yuan ,&nbsp;Xiaoteng Mao ,&nbsp;Ting Ma","doi":"10.1016/j.watres.2025.123556","DOIUrl":"10.1016/j.watres.2025.123556","url":null,"abstract":"<div><div>The salinization of freshwater resources constitutes an increasingly global challenge, exacerbated by climate change and human activities. Despite its growing significance, comprehensive assessments of salinity dynamics and the roles of natural and anthropogenic factors remain scarce. This study investigates surface water salinity levels and their long-term (2003–2022) and seasonal trends across 1356 sampling sites in ten major Chinese river basins. Our results reveal that &gt;20 % of the sites exhibit relatively high long-term average salinity levels compared to the irrigation water threshold, primary in arid or semi-arid regions experiencing intensified human activities. Nearly 20 % of low-salinity sites exhibit significant trends towards increased salinity, primarily in humid region. Southern basins, such as the Pearl River and Yangtze River, generally have relatively low salinity but demonstrate upward trends, whereas northern basins, like the Yellow River and Huai River, experience moderate to high salinity levels with more rapid increases. Winter salinity levels and their rate of increase surpass those of other seasons. Anthropogenic drivers, particularly population density and agricultural water use, emerge as key contributors to rising salinity, in conjunction with hydroclimatic variables. Furthermore, seasonal salinity trends underscore the critical role of agricultural water use during summer and autumn months. These findings emphasize the necessity to address the compounded pressures of climate variability and human activities, which are increasingly threatening surface water quality through rising salinity and extreme weather events.</div></div>","PeriodicalId":443,"journal":{"name":"Water Research","volume":"281 ","pages":"Article 123556"},"PeriodicalIF":11.4,"publicationDate":"2025-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143703263","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
Anthropogenic imprint on riverine plasmidome diversity and proliferation of antibiotic resistance genes following pollution and urbanization
IF 12.8 1区 环境科学与生态学
Water Research Pub Date : 2025-03-25 DOI: 10.1016/j.watres.2025.123553
Kenia Barrantes-Jiménez, Franck Lejzerowicz, Tam Tran, Melany Calderón-Osorno, Luis Rivera-Montero, César Rodríguez-Sánchez, Odd-Gunnar Wikmark, Alexander Eiler, Hans-Peter Grossart, María Arias-Andrés, Keilor Rojas-Jiménez
{"title":"Anthropogenic imprint on riverine plasmidome diversity and proliferation of antibiotic resistance genes following pollution and urbanization","authors":"Kenia Barrantes-Jiménez, Franck Lejzerowicz, Tam Tran, Melany Calderón-Osorno, Luis Rivera-Montero, César Rodríguez-Sánchez, Odd-Gunnar Wikmark, Alexander Eiler, Hans-Peter Grossart, María Arias-Andrés, Keilor Rojas-Jiménez","doi":"10.1016/j.watres.2025.123553","DOIUrl":"https://doi.org/10.1016/j.watres.2025.123553","url":null,"abstract":"Plasmids are key determinants in microbial ecology and evolution, facilitating the dissemination of adaptive traits and antibiotic resistance genes (ARGs). Although the molecular mechanisms governing plasmid replication, maintenance, and transfer have been extensively studied, the specific impacts of urbanization-induced pollution on plasmid ecology, diversity, and associated ARGs in tropical regions remain underexplored. This study investigates these dynamics in a tropical aquatic ecosystem, providing novel insights into how pollution shapes plasmid composition and function. In contrast to the observed decrease in chromosomal diversity, we demonstrate that pollution associated with urbanization increases the diversity and taxonomic composition of plasmids within a bacterial community (plasmidome). We analyzed eighteen water and sediment metagenomes, capturing a gradient of pollution and ARG contamination along a tropical urban river. Plasmid and chromosomal diversity profiles were found to be anti-correlated. Plasmid species enrichment along the pollution gradient led to significant compositional differences in water samples, where differentially abundant species suggest plasmid maintenance within specific taxonomic classes. Additionally, the diversity and abundance of ARGs related to the plasmidome increased concomitantly with the intensity of fecal and chemical pollution. These findings highlight the critical need for targeted plasmidome studies to better understand plasmids' environmental spread, as their dynamics are independent of chromosomal patterns. This research is crucial for understanding the consequences of bacterial evolution, particularly in the context of environmental and public health.","PeriodicalId":443,"journal":{"name":"Water Research","volume":"21 1","pages":""},"PeriodicalIF":12.8,"publicationDate":"2025-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143703257","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
The core anammox redox reaction system of 12 anammox bacterial genera and their evolution and application implications
IF 12.8 1区 环境科学与生态学
Water Research Pub Date : 2025-03-25 DOI: 10.1016/j.watres.2025.123551
Pengfei Hu, Mark van Loosdrecht, Ji-Dong Gu, Yuchun Yang
{"title":"The core anammox redox reaction system of 12 anammox bacterial genera and their evolution and application implications","authors":"Pengfei Hu, Mark van Loosdrecht, Ji-Dong Gu, Yuchun Yang","doi":"10.1016/j.watres.2025.123551","DOIUrl":"https://doi.org/10.1016/j.watres.2025.123551","url":null,"abstract":"Anaerobic ammonium-oxidation (anammox) is a typical redox reaction driven by membrane electron transformation. However, the electron transfer mechanism of the core redox reaction and its evolutionary origins are still not thoroughly identified. In this study, a preliminary analysis was conducted for such interaction based on the 64 anammox bacterial genomes representing 12 genera available currently. The results suggested that enzymes involved in anammox reaction share the similar catalytic and electron transfer modes in different lineages, while the electron-carrying proteins shuttled between membrane and soluble enzymes are very different. A comparatively simple electronic shuttle protein system was encoded in the early-branching groundwater lineages Candidatus (Ca.) Avalokitesvara and <em>Ca</em>. Tripitaka, which was replaced by a sophisticated electron carrier scheme in the late-branching marine and terrestrial groups within family <em>Ca</em>. Brocadiaceae. Remarkably, the increasing availability of nitrite after Great Oxidation Event (GOE) potentially drove the adaptive evolution of the core redox systems by successively recruiting the nitrite reductase (NIR) for nitrite balance, a stable complex of two small cytochrome <em>c</em> proteins (NaxL and NaxS homologues) for electron transfer to HZS, as well as optimizing the structure of nitrite oxidoreductase gamma (NxrC) for electron conservation. In particular, a tubule-inducing nitrite oxidoreductase subunit (NxrT homologue) was further formed for electron transformation after the Neoproterozoic Oxygenation Event (NOE). Finally, based on two full-scale anammox-based wastewater treatment systems (WWTPs), we identified core gene transcriptional activities affecting the abundance of the family Ca. Brocadiaceae and their association with environmental factors. Overall, our study not only provides key information for understanding the dynamic patterns and evolutionary mechanisms of the anammox reactions and the associated electron transfers in conjunction with major geological events, but also provides new insights for future enrichment and effective applications.","PeriodicalId":443,"journal":{"name":"Water Research","volume":"30 1","pages":""},"PeriodicalIF":12.8,"publicationDate":"2025-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143703261","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
Comment on “Modeling the settling and resuspension of microplastics in rivers: Effect of particle properties and flow conditions”, published by Akdogan and Guven [Water Research 260 (2024) 121900]
IF 12.8 1区 环境科学与生态学
Water Research Pub Date : 2025-03-25 DOI: 10.1016/j.watres.2025.123502
Baoqing Deng, Qi Zheng, Nuo Chen
{"title":"Comment on “Modeling the settling and resuspension of microplastics in rivers: Effect of particle properties and flow conditions”, published by Akdogan and Guven [Water Research 260 (2024) 121900]","authors":"Baoqing Deng, Qi Zheng, Nuo Chen","doi":"10.1016/j.watres.2025.123502","DOIUrl":"https://doi.org/10.1016/j.watres.2025.123502","url":null,"abstract":"The present comment reveals the misuse of the mixing length theory in the settling velocity and the drawback in the mass conservation equations of microplastics for the compartments of water column, water-sediment interface and sediment.","PeriodicalId":443,"journal":{"name":"Water Research","volume":"33 1","pages":""},"PeriodicalIF":12.8,"publicationDate":"2025-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143703262","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
History of carbon supply shapes the metabolic response of photogranules to light shifts
IF 11.4 1区 环境科学与生态学
Water Research Pub Date : 2025-03-25 DOI: 10.1016/j.watres.2025.123557
Oriane Della-Negra , Anaïs Séguéla , Camille Guilmineau , Roselyne Gautier , Cécile Canlet , Rémi Servien , Kim Milferstedt , Jérôme Hamelin
{"title":"History of carbon supply shapes the metabolic response of photogranules to light shifts","authors":"Oriane Della-Negra ,&nbsp;Anaïs Séguéla ,&nbsp;Camille Guilmineau ,&nbsp;Roselyne Gautier ,&nbsp;Cécile Canlet ,&nbsp;Rémi Servien ,&nbsp;Kim Milferstedt ,&nbsp;Jérôme Hamelin","doi":"10.1016/j.watres.2025.123557","DOIUrl":"10.1016/j.watres.2025.123557","url":null,"abstract":"<div><div>Oxygenic photogranules mainly composed of cyanobacteria and heterotrophic bacteria, have gained attention for their ability to treat wastewater (removal of C, N, and P) without external aeration. Currently, the metabolic dynamics of photogranules to varying nutrient and light conditions in wastewater treatment systems remains poorly studied. However, understanding how quickly the photogranule metabolism changes, and whether this change is temporary or permanent is important for the optimal use of photogranules. Here, an NMR-based metabolomics approach was applied to investigate the temporal dynamics of photogranule metabolism in the presence or absence of acetate and with or without light.</div><div>Our findings revealed that under carbon-limited conditions, photogranules relied on alternative carbon sources, such as N-acetylneuraminate (a constituent of EPS) and amino acids like hypotaurine and L-alanine. This adaptation affected key metabolic pathways, including glycolysis, taurine and hypotaurine metabolism, and the tricarboxylic acid cycle. When acetate was provided, both heterotrophic and phototrophic activities were maintained. Notably, the history of carbon supply influenced how photogranules responded to light shifts. Metabolic indicators showed that the lag in carbon addition altered fatty acid metabolism and carbon fixation, leading to shifts in amino acid concentrations and distinct metabolic profiles when the light was turned off. Thus, NMR metabolomics identified metabolic changes, induced by contrasting carbon conditions, lasting for several hours, and significantly affecting the photogranule response to light fluctuations. These results suggest that the history of carbon supplementation may shape metabolic responses of photogranules to other environmental changes or stressors.</div></div>","PeriodicalId":443,"journal":{"name":"Water Research","volume":"281 ","pages":"Article 123557"},"PeriodicalIF":11.4,"publicationDate":"2025-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143703264","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Estimation of organic carbon source composition and riverine outflow using an integrated watershed hydrological–carbon modelling approach
IF 11.4 1区 环境科学与生态学
Water Research Pub Date : 2025-03-24 DOI: 10.1016/j.watres.2025.123545
Yongyong Zhang , Jian Wu , Yang Gao , Gangsheng Wang , Jing Wang , Xuefa Wen
{"title":"Estimation of organic carbon source composition and riverine outflow using an integrated watershed hydrological–carbon modelling approach","authors":"Yongyong Zhang ,&nbsp;Jian Wu ,&nbsp;Yang Gao ,&nbsp;Gangsheng Wang ,&nbsp;Jing Wang ,&nbsp;Xuefa Wen","doi":"10.1016/j.watres.2025.123545","DOIUrl":"10.1016/j.watres.2025.123545","url":null,"abstract":"<div><div>Carbon source apportionment and outflow estimation are the primary scientific considerations for reducing carbon output from watershed ecosystems to ocean. However, carbon loss and transportation mechanisms from soil to river system driven by watershed hydrological cycle, remain unclear. Our study developed a process–based watershed organic carbon model that integrates soil biogeochemical processes, overland loss, riverine metabolism and transportation driven by hydrological processes, and estimates the sources, outflows and their spatial distributions. The proposed model was validated using long-term field observations of runoff and labile particulate, dissolved, and total organic carbon (LOC, DOC and TOC) loads across the Xiangxi Watershed in China. The biases within ±0.25 were for all runoff simulations and for 71.4 % (30/42) of carbon load simulations, and both Nash–Sutcliffe efficiency and correlation coefficient were over 0.60 for runoff simulation and for 83.3 % (35/42) of carbon load simulations. Annual average TOC load flowing into rivers was 11.3 ton<sup>.</sup>km<sup>-2.</sup>yr<sup>-1</sup>, with resistant particulate organic carbon (ROC) as the main form, accounting for 88.7 % of the TOC load. Atmospheric deposition was the primary TOC source with a contribution of 87.9 %, followed by soil loss. Annual average riverine TOC outflow was 3.8 ton<sup>.</sup>yr<sup>-1</sup>, with LOC and DOC accounting for 57.5 % and 40.0 %, respectively. This indicates that a majority of ROC decomposed into DOC and LOC via riverine metabolism and sedimentation. Our study provides insights into integration mechanisms of watershed hydrological and carbon cycles, and contributes to strategies for controlling water and carbon losses to strengthen terrestrial carbon sequestration.</div></div>","PeriodicalId":443,"journal":{"name":"Water Research","volume":"280 ","pages":"Article 123545"},"PeriodicalIF":11.4,"publicationDate":"2025-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143678094","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
Critical field evaluations of biochar-amended stormwater biofilters for PFAS and other organic micropollutant removals
IF 12.8 1区 环境科学与生态学
Water Research Pub Date : 2025-03-24 DOI: 10.1016/j.watres.2025.123547
Ali Beryani, Kelsey Flanagan, Shujie You, Fredrik Forsberg, Maria Viklander, Godecke-Tobias Blecken
{"title":"Critical field evaluations of biochar-amended stormwater biofilters for PFAS and other organic micropollutant removals","authors":"Ali Beryani, Kelsey Flanagan, Shujie You, Fredrik Forsberg, Maria Viklander, Godecke-Tobias Blecken","doi":"10.1016/j.watres.2025.123547","DOIUrl":"https://doi.org/10.1016/j.watres.2025.123547","url":null,"abstract":"Biochar is often promoted as an ideal amendment for stormwater biofilters; however, its effectiveness has rarely been tested under field conditions. This study evaluates the impact of biochar addition on the removal of organic micropollutants (OMPs) in field-scale biofilters operating under real-world conditions for the first time. The research comprised four vegetated biofilter facilities (3−5 years old), two without and two with 2.1 <em>wt.</em>% (10 <em>vol.</em>%) biochar amendment. Stormwater and filter material samples from various locations after four years of operation were analyzed for a wide range of common and emerging OMPs found in urban runoff. Unlike hydrophobic OMPs (hydrocarbons, polychlorinated biphenyls, and di(2-ethylhexyl) phthalate), the investigated biofilters demonstrated low, or inconsistent, removal of hydrophilic and slow-adsorbing OMPs like bisphenol A, monobutyltin, and per-fluoroalkyl substances (PFASs). Although the physiochemical properties of biochar were well-adapted to pollutant removal, biochar amendment did not significantly improve OMP removal when compared with the status quo. This can be attributed to several field conditions and suboptimal design interfering with the biochar's sorption capacity, namely, the large particle size (D<sub>50</sub> ∼4 mm) and low quantity of biochar, high levels of competing agents (i.e., dissolved oxygen carbon (DOC) and cations), co-contaminants in stormwater, limited contact time, biochar pore blockage (e.g., by DOC molecules and sediments/minerals), diminished biochar surface porosity, and sometimes increased removal uncertainty due to low influent concentrations. Our findings demonstrated the complexities associated with applying biochar for stormwater treatment. Further research on biochar-specific biofilter designs is needed to optimize the sorption potential of this material under field conditions.","PeriodicalId":443,"journal":{"name":"Water Research","volume":"183 1","pages":""},"PeriodicalIF":12.8,"publicationDate":"2025-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143695691","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
Molecular identification of heterotrophic nitrification and aerobic denitrification bacteria: From methods development to application demonstration
IF 11.4 1区 环境科学与生态学
Water Research Pub Date : 2025-03-24 DOI: 10.1016/j.watres.2025.123542
Rui-chun Yang, You-wei Cui, Zhen-ying Li, Ming-teng Li, Liu-xu Jiang, Ya-nan Mi, Yuan Sui, Hui-kai Liang
{"title":"Molecular identification of heterotrophic nitrification and aerobic denitrification bacteria: From methods development to application demonstration","authors":"Rui-chun Yang,&nbsp;You-wei Cui,&nbsp;Zhen-ying Li,&nbsp;Ming-teng Li,&nbsp;Liu-xu Jiang,&nbsp;Ya-nan Mi,&nbsp;Yuan Sui,&nbsp;Hui-kai Liang","doi":"10.1016/j.watres.2025.123542","DOIUrl":"10.1016/j.watres.2025.123542","url":null,"abstract":"<div><div>Although heterotrophic nitrification and aerobic denitrification (HN-AD) bacteria, a novel functional group involved in nitrogen conversion, have been isolated and characterized, the lack of specific molecular markers for identification severely limits the study of their role in geochemical cycling and the contribution in ecosystems. Here, a set of molecular markers was developed for the rapid identification of HN-AD bacteria, via delving into the genomics and transcriptomics of a HN-AD isolate (<em>Pseudomonas aeruginosa</em> SNDPR-01). Among the nine candidate genes that were significantly expressed during heterotrophic nitrification, three were involved in the conversion of hydroxylamine to nitrite, a characteristic process of HN-AD. The universality and stability of the identification methods based on the gene primer set were validated using pure HN-AD strains, mixed cultures of pure HN-AD strains, and activated sludge from laboratory-scale and real wastewater treatment plants. In all cases, the amplification outcome was positively correlated with the function and population of HN-AD bacteria, demonstrating its validity as a molecular marker. This study supports the paradigm of heterotrophic nitrification from hydroxylamine to nitrite. As an effective tool for the identification of classic HN-AD bacteria, this study lays the groundwork for research on environmental ecology and biotechnological application of HN-AD bacteria.</div></div>","PeriodicalId":443,"journal":{"name":"Water Research","volume":"280 ","pages":"Article 123542"},"PeriodicalIF":11.4,"publicationDate":"2025-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143678095","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
Machine learning strategy secures urban smart drinking water treatment plant through incremental advances
IF 11.4 1区 环境科学与生态学
Water Research Pub Date : 2025-03-24 DOI: 10.1016/j.watres.2025.123541
Yu-Qi Wang , Hong-Cheng Wang , Zi-Jie Xiao , Ling-Jun Bu , Jiuling Li , Xiao-Chi Feng , Bin Liang , Wen-Zong Liu , Fei-Yun Sun , Shi-Qing Zhou , Ai-Jie Wang
{"title":"Machine learning strategy secures urban smart drinking water treatment plant through incremental advances","authors":"Yu-Qi Wang ,&nbsp;Hong-Cheng Wang ,&nbsp;Zi-Jie Xiao ,&nbsp;Ling-Jun Bu ,&nbsp;Jiuling Li ,&nbsp;Xiao-Chi Feng ,&nbsp;Bin Liang ,&nbsp;Wen-Zong Liu ,&nbsp;Fei-Yun Sun ,&nbsp;Shi-Qing Zhou ,&nbsp;Ai-Jie Wang","doi":"10.1016/j.watres.2025.123541","DOIUrl":"10.1016/j.watres.2025.123541","url":null,"abstract":"<div><div>The integration of machine learning into urban drinking water treatment plants (DWTPs) offers a transformative pathway to ensure drinking water safety while promoting the development of smart, low-carbon cities. However, the effectiveness of these systems is frequently hindered by challenges related to data security and reliability, including imprecise control logic, sensor inconsistencies, and data transmission errors. In this study, we introduce a novel progressive Step-by-Step (SBS) machine learning strategy, initially applied to precise disinfectant dosage control in drinking water treatment and subsequently extended to enhance the data security of the entire water supply system. Among eight evaluated methods, the deep neural network integrated with the SBS strategy demonstrated superior performance. In a real-world DWTP, the SBS model significantly outperformed manual fuzzy control, reducing disinfectant dosage by 22.0 % and effluent turbidity by 16.0 %. Furthermore, through simulations of extreme data-missing scenarios and the application of SBS-based corrections, the robustness and security of DWTPs were maintained. The integration of the SBS strategy has the potential to significantly improve emergency management in urban water systems and elevate the intelligence of water supply networks. This approach not only strengthens urban resilience but also supports the safe and sustainable evolution of smart urban water systems.</div></div>","PeriodicalId":443,"journal":{"name":"Water Research","volume":"280 ","pages":"Article 123541"},"PeriodicalIF":11.4,"publicationDate":"2025-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143678093","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
Microbial population shifts during disturbance induced foaming in anaerobic digestion of primary and activated sludge
IF 11.4 1区 环境科学与生态学
Water Research Pub Date : 2025-03-24 DOI: 10.1016/j.watres.2025.123548
Christian Krohn , Leadin Khudur , Sali Khair Biek , Jake AK Elliott , Seyedali Tabatabaei , Chenjing Jiang , Jennifer L. Wood , Daniel Anthony Dias , Morten K.D. Dueholm , Catherine A. Rees , Denis O'Carroll , Richard Stuetz , Damien J. Batstone , Aravind Surapaneni , Andrew S. Ball
{"title":"Microbial population shifts during disturbance induced foaming in anaerobic digestion of primary and activated sludge","authors":"Christian Krohn ,&nbsp;Leadin Khudur ,&nbsp;Sali Khair Biek ,&nbsp;Jake AK Elliott ,&nbsp;Seyedali Tabatabaei ,&nbsp;Chenjing Jiang ,&nbsp;Jennifer L. Wood ,&nbsp;Daniel Anthony Dias ,&nbsp;Morten K.D. Dueholm ,&nbsp;Catherine A. Rees ,&nbsp;Denis O'Carroll ,&nbsp;Richard Stuetz ,&nbsp;Damien J. Batstone ,&nbsp;Aravind Surapaneni ,&nbsp;Andrew S. Ball","doi":"10.1016/j.watres.2025.123548","DOIUrl":"10.1016/j.watres.2025.123548","url":null,"abstract":"<div><div>Foaming during anaerobic digestion (AD) of sewage sludge is poorly understood and remains an uncontrollable operational obstacle for sewage treatment systems globally, causing mechanical damage, increased hazards and reduced biogas recovery. Foams during AD commonly occur after process disturbances, such as organic loading shocks. However, it is still unclear whether these foam events are biologically driven and linked to the abundance of organisms like filamentous or hydrophobic bacteria. A time-series study was conducted, comparing digestion performance, microbial community succession, metagenomes, and metabolomes in six anaerobic continuous stirred-tank reactors (CSTRs): a control group fed normally (<em>n</em> = 3), and one treated group inhibited through organic shock loading of more than twice the steady state loading rate with glycerol (treatment, <em>n</em> = 3). As soon as microbial activity and methanogenesis recovered after inhibition, significant volumes of foam accumulated simultaneously in the reactor headspace of the three treated CSTRs. Microbial abundance profiles (16S rRNA, V3-V4) from 165 days of operation showed that filamentous or mycolic acid-producing organisms were not associated with this foam event. Shock loading led to acidification, biomass decline and microbial imbalance, contributing indirectly to the foam event. During that period, metabolomes and functional pathway abundances indicated that the stressed microbial biomass was enriched in long-chain fatty acids prior to foaming. This biomass, combined with pH changes, may have modified the physicochemical properties of sludge, leading to the fractionation of organic mass once gas production resumed. More research is needed to understand how abiotic and biotic interactions contribute to foam formation.</div></div>","PeriodicalId":443,"journal":{"name":"Water Research","volume":"281 ","pages":"Article 123548"},"PeriodicalIF":11.4,"publicationDate":"2025-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143695692","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
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