Water Research最新文献

筛选
英文 中文
Long-term effects of dead algal deposition on sediment surfaces: Behavior of endogenous phosphorus release in sediments 死藻沉积对沉积物表面的长期影响:沉积物中的内源磷释放行为
IF 11.4 1区 环境科学与生态学
Water Research Pub Date : 2024-11-06 DOI: 10.1016/j.watres.2024.122742
Yanqi Chen , Dapeng Li , Songqi Liu , Yujie Zhang , Xinrui Yan , Xinyu Song , Ziyu Li , Boling Li , Sujie Shan , Yizhi Zhu , Jun Hou
{"title":"Long-term effects of dead algal deposition on sediment surfaces: Behavior of endogenous phosphorus release in sediments","authors":"Yanqi Chen ,&nbsp;Dapeng Li ,&nbsp;Songqi Liu ,&nbsp;Yujie Zhang ,&nbsp;Xinrui Yan ,&nbsp;Xinyu Song ,&nbsp;Ziyu Li ,&nbsp;Boling Li ,&nbsp;Sujie Shan ,&nbsp;Yizhi Zhu ,&nbsp;Jun Hou","doi":"10.1016/j.watres.2024.122742","DOIUrl":"10.1016/j.watres.2024.122742","url":null,"abstract":"<div><div>Algae blooms are frequently triggered owing to the improvements in aquatic trophic levels. The aggregated algae from these blooms are eventually dead and accumulate on sediment surfaces, impacting the microenvironment and phosphorus cycling in aquatic systems. However, research on the effects of naturally dead algal deposition on endogenous P release from sediments is lacking. In this study, we investigated the long-term effects of dead algal deposition at varying concentrations on P release from sediments and the underlying mechanisms by assessing microbial metabolism and community structure. The results showed that following the dead algal deposition, the release of P from sediments to the water column peaked on day 40 (0.14±0.017 mg L<sup>-1</sup> in Amend12) and the SRP exchange capacity reached maximum (6.09 ± 1.63 mg/(cm<sup>2</sup>·d) in Amend12) at sediment-water interface in phase1 (0–3 day). This might be primarily attributed to the deposition of dead algae introducing much organic matter (such as organic carbon and organic phosphorus), thus altering the sediment microenvironment, which increased the activity of phosphorus-cycle microorganisms, such as polyphosphate-accumulating organisms, through increasing C source metabolism, reducing intracellular ammonia inhibition, and creating more suitable anaerobic conditions. Therefore, this study has improved our understanding of the management strategies for controlling endogenous phosphorus release in eutrophic shallow lakes, suggesting that the priming effects of freshly deposited algae could be mitigated by harvesting algae at the peak of blooms.</div></div>","PeriodicalId":443,"journal":{"name":"Water Research","volume":"268 ","pages":"Article 122742"},"PeriodicalIF":11.4,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142594479","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
Nano-micro materials regulated biocatalytic metabolism for efficient environmental remediation: Fine engineering the mass and electron transfer in multicellular environments 纳米微材料调节生物催化新陈代谢,实现高效环境修复:多细胞环境中质量和电子转移的精细工程设计
IF 11.4 1区 环境科学与生态学
Water Research Pub Date : 2024-11-06 DOI: 10.1016/j.watres.2024.122759
Haojin Peng, Yu Su, Xinyun Fan, Shuai Wang, Qingran Zhang, Yinguang Chen
{"title":"Nano-micro materials regulated biocatalytic metabolism for efficient environmental remediation: Fine engineering the mass and electron transfer in multicellular environments","authors":"Haojin Peng,&nbsp;Yu Su,&nbsp;Xinyun Fan,&nbsp;Shuai Wang,&nbsp;Qingran Zhang,&nbsp;Yinguang Chen","doi":"10.1016/j.watres.2024.122759","DOIUrl":"10.1016/j.watres.2024.122759","url":null,"abstract":"<div><div>The escalating energy and environmental crises have spurred significant research interest into developing efficient biological remediation technologies for sustainable contaminant and resource conversion. Integrating engineered nano-micro materials (NMMs) with these biocatalytic processes offers a promising approach to improve the microbial performance for environmental remediation. Core to such material-enhanced hybrid biocatalysis systems (MHBSs) is the rational regulation of metabolic processes with the assistance of NMMs, where a fine engineered mass and electron transfer is beneficial for the improved biocatalytic activity. However, the specific mechanisms of those NMMs-enhanced microbial metabolisms are normally overlooked. Here, we review the recent progress in MHBSs, focusing primarily on the mass/electron transfer regulation strategies for an enhanced microbial behavior. Specifically, the NMMs-regulated mass and electron transfer in extracellular, interfacial, and intracellular environment are summarized, where the patterns of diverse microbiological response are discussed thoroughly. Notably, fine modifications of cell interfaces and intracellular compartments by NMMs could even endow the biohybrids with new metabolic functions beyond their natural capabilities. Further, we also emphasize the importance of matching the various metabolic demands of biosystems with the diverse properties of NMMs to achieve efficient environmental remediation through a coordinated regulation strategy. Finally, major challenges and opportunities for the future development and practical implementation of MHBSs for environment remediation practices are given, aiming to provide future system design guidelines for attaining desirable biological behaviors.</div></div>","PeriodicalId":443,"journal":{"name":"Water Research","volume":"268 ","pages":"Article 122759"},"PeriodicalIF":11.4,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142589012","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
Photoaging-induced variations in heteroaggregation of nanoplastics and suspended sediments in aquatic environments: A case study on nanopolystyrene 水生环境中纳米塑料和悬浮沉积物异质聚集的光照诱导变化:纳米聚苯乙烯案例研究
IF 11.4 1区 环境科学与生态学
Water Research Pub Date : 2024-11-06 DOI: 10.1016/j.watres.2024.122762
Dan Luo , Chang Li , Xue Bai , Yi Shi , Ruifeng Wang
{"title":"Photoaging-induced variations in heteroaggregation of nanoplastics and suspended sediments in aquatic environments: A case study on nanopolystyrene","authors":"Dan Luo ,&nbsp;Chang Li ,&nbsp;Xue Bai ,&nbsp;Yi Shi ,&nbsp;Ruifeng Wang","doi":"10.1016/j.watres.2024.122762","DOIUrl":"10.1016/j.watres.2024.122762","url":null,"abstract":"<div><div>Photoaging of nanoplastics (NPs) and heteroaggregate with suspended sediments (SS) determines transport processes and ecological risks of NPs in aquatic environments. This study investigated the disruption of photoaging on the heteroaggregation behavior of polystyrene NPs (PSNPs) and SS in different valence electrolyte solutions and deduced the interaction mechanisms by integrating aggregation kinetics and molecular dynamics (MD) simulation. Increasing the electrolyte concentration significantly enhanced the heteroaggregation between PSNPs and SS, and the divalent electrolytes induced the heteroaggregation more efficiently. MD simulation at the molecular level revealed that PS and SS could spontaneously form clusters, and photoaged PS has a stronger potential to fold into a dense state with SS. Photoaging for 30 d retarded heteroaggregation due to the steric hindrance produced by the leached organic matter in NaCl solutions, and the critical coagulation concentration (CCC) increased by &gt;85.44 %. Contrarily, photoaging caused more oxygen-containing functional groups produced on the surface of PSNPs through Ca<sup>2+</sup> bridging promoting heteroaggregation and thus destabilizing in CaCl<sub>2</sub> solutions, the CCC decreased by 23.53 % ∼ 35.29 %. These findings provide mechanistic insight into the environmental process of NPs and SS and are crucial for a comprehensive understanding of the environmental fate and transport of NPs in aquatic environments.</div></div>","PeriodicalId":443,"journal":{"name":"Water Research","volume":"268 ","pages":"Article 122762"},"PeriodicalIF":11.4,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142594478","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
Development of a deep learning–based feature stream network for forecasting riverine harmful algal blooms from a network perspective 从网络角度开发基于深度学习的特征流网络,用于预报河流有害藻华
IF 11.4 1区 环境科学与生态学
Water Research Pub Date : 2024-11-05 DOI: 10.1016/j.watres.2024.122751
Jihoon Shin, YoonKyung Cha
{"title":"Development of a deep learning–based feature stream network for forecasting riverine harmful algal blooms from a network perspective","authors":"Jihoon Shin,&nbsp;YoonKyung Cha","doi":"10.1016/j.watres.2024.122751","DOIUrl":"10.1016/j.watres.2024.122751","url":null,"abstract":"<div><div>Global increases in the occurrence of harmful algal blooms (HABs) are of major concern in water quality and resource management. A predictive model capable of quantifying the spatiotemporal associations between HABs and their influencing factors is required for effective preventive management. In this study, a feature stream network (FSN) model is proposed to provide daily forecasts of cyanobacteria abundance at multiple monitoring sites simultaneously in a river network. The spatial connectivity between monitoring sites was expressed as a directed acyclic graph comprising edges and nodes representing flows and monitoring sites, respectively. Furthermore, a segment-wise node connection structure was developed to extract the latent features of a river segment comprising individual nodes and sequentially transfer them to the downstream segment(s). In addition, a feature engineering–attention hybrid mechanism was employed to address temporal mismatches among different monitoring schemes while adding explainability to the model. Consequently, the FSN showed improved predictive performance, temporal resolution, and explainability for multi-site forecasts of HAB in a single model framework. The developed model was applied to a bloom-prone middle course of the Nakdong River, South Korea. Various hydrological, environmental, and biological factors were utilized for forecasting the cyanobacteria abundance. The FSN exhibited a high degree of accuracy across the sites for the test data with a coefficient of determination in the range of 0.64–0.71 and root mean square error in the range of 2.06–2.26 cells/mL on natural log scales. Although the relative importance of input features varied across the sites, the features extracted from nearby nodes consistently exhibited high importance in forecasting the cyanobacteria abundance. These explanations indicate that the proposed model can successfully characterize the spatial hierarchy of a river network. A scenario analysis suggested that reduced total nitrogen loads in the effluents from the wastewater treatment plant and the combined operations of upstream and downstream weirs were effective in managing HABs.</div></div>","PeriodicalId":443,"journal":{"name":"Water Research","volume":"268 ","pages":"Article 122751"},"PeriodicalIF":11.4,"publicationDate":"2024-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142579838","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
Reconsideration of the role of hydrogen peroxide in peroxymonocarbonate-based oxidation system for pollutant control 重新考虑过氧化氢在基于过氧一碳酸盐的污染物控制氧化系统中的作用
IF 11.4 1区 环境科学与生态学
Water Research Pub Date : 2024-11-05 DOI: 10.1016/j.watres.2024.122750
Zihan Yang , Yi Zhou , Yiqian Jiang , Peiqing Zhao , Xu Meng
{"title":"Reconsideration of the role of hydrogen peroxide in peroxymonocarbonate-based oxidation system for pollutant control","authors":"Zihan Yang ,&nbsp;Yi Zhou ,&nbsp;Yiqian Jiang ,&nbsp;Peiqing Zhao ,&nbsp;Xu Meng","doi":"10.1016/j.watres.2024.122750","DOIUrl":"10.1016/j.watres.2024.122750","url":null,"abstract":"<div><div>Advanced oxidation processes that utilize peroxymonocarbonate (HCO<sub>4</sub><sup>-</sup>), generated in-situ through the reaction of HCO<sub>3</sub><sup>-</sup> and H<sub>2</sub>O<sub>2</sub>, are employed for the removal of pollutants in water. Nevertheless, the precise role of H<sub>2</sub>O<sub>2</sub> in these processes remains a subject of debate. This study established a HCO<sub>4</sub><sup>-</sup>-based oxidation system using NaHCO<sub>3</sub> and H<sub>2</sub>O<sub>2</sub> for the degradation of acetaminophen and investigated the activation mechanisms of coexisting oxidants. Under thermal activation conditions, the O<img>O bond in HCO<sub>4</sub><sup>-</sup> (HO<img>OCOO<sup>-</sup>) was more readily cleaved than the O<img>O bond in the co-existing oxidant H<sub>2</sub>O<sub>2</sub> (HO<img>OH), leading to the generation of reactive oxygen species (ROS). Based on kinetics and ROS evaluation, H<sub>2</sub>O<sub>2</sub> primarily served to form HCO<sub>4</sub><sup>-</sup> rather than converting to ·OH or O<sub>2</sub>, with HCO<sub>4</sub><sup>-</sup> acting as the primary oxidant for degradation through the formation of <span><math><msubsup><mtext>CO</mtext><mrow><mn>3</mn></mrow><mrow><mo>·</mo><mo>−</mo></mrow></msubsup></math></span>and <strong>·</strong>OH. In this oxidation system, H<sub>2</sub>O<sub>2</sub> utilization efficiency for <strong>·</strong>OH production reached 27.34 %, <strong>·</strong>OH yield reached 24.15 % and acetaminophen degradation efficiency realized 83 % at 60 °C with 20 mM HCO<sub>3</sub><sup>-</sup> and 20 mM H<sub>2</sub>O<sub>2</sub>. The apparent activation energy of acetaminophen degradation and HCO<sub>4</sub><sup>-</sup> activation were calculated as 90.83 kJ mol<sup>-1</sup> and 18.81 kJ mol<sup>-1</sup>, respectively. Moreover, a novel CO<sub>2</sub>-derived HCO<sub>4</sub><sup>-</sup>-based system led to a comparable acetaminophen degradation efficiency of 82 % and a higher k<em><sub>obs</sub></em> of 0.028 min<sup>-1</sup>. The system optimization and ROS evaluation suggest that high concentration of H<sub>2</sub>O<sub>2</sub> inhibited the degradation and quenched <span><math><msubsup><mtext>CO</mtext><mrow><mn>3</mn></mrow><mrow><mo>·</mo><mo>−</mo></mrow></msubsup></math></span> and <strong>·</strong>OH to yield <strong>·</strong>O<sub>2</sub><sup>-</sup> and <sup>1</sup>O<sub>2</sub>. Furthermore, EPR analysis and quenching experiments indicate that <span><math><msubsup><mtext>CO</mtext><mrow><mn>3</mn></mrow><mrow><mo>·</mo><mo>−</mo></mrow></msubsup></math></span> was mainly responsible for acetaminophen degradation. This work provides fundamental understanding of the HCO<sub>4</sub><sup>-</sup>-based oxidation system.</div></div>","PeriodicalId":443,"journal":{"name":"Water Research","volume":"268 ","pages":"Article 122750"},"PeriodicalIF":11.4,"publicationDate":"2024-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142579841","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
Heating and ultraviolet irradiation: Gas pressure meter-based analytical system for on-site and rapid monitoring of permanganate index (CODMn) 加热和紫外线照射:现场快速监测高锰酸盐指数(CODMn)的基于气体压力计的分析系统
IF 11.4 1区 环境科学与生态学
Water Research Pub Date : 2024-11-05 DOI: 10.1016/j.watres.2024.122758
Jiayuan Tang , Dali Zhuo , Jihong Chen , Jing Xiao , Ronghua Zeng , Chao Tan , Xiaoli Xiong , Zhirong Zou
{"title":"Heating and ultraviolet irradiation: Gas pressure meter-based analytical system for on-site and rapid monitoring of permanganate index (CODMn)","authors":"Jiayuan Tang ,&nbsp;Dali Zhuo ,&nbsp;Jihong Chen ,&nbsp;Jing Xiao ,&nbsp;Ronghua Zeng ,&nbsp;Chao Tan ,&nbsp;Xiaoli Xiong ,&nbsp;Zhirong Zou","doi":"10.1016/j.watres.2024.122758","DOIUrl":"10.1016/j.watres.2024.122758","url":null,"abstract":"<div><div>Permanganate index (COD<sub>Mn</sub>) is one of the important indicators of surface water quality measurement. Herein, a portable analytical system was developed for on-site and rapid analysis of COD<sub>Mn</sub>, organic substances in water were oxidized and transformed into gases, so that COD<sub>Mn</sub> concentration was converted into a change of gas pressure signal, the pressure signal change was further detected by a gas pressure meter. Heating method and ultraviolet (UV) irradiation method were used as assisting technologies for oxidization of organic substances by acidic KMnO<sub>4</sub>, a linear range of 2–150 mg <span>l</span><sup>-1</sup> and a detectable limit of 2 mg <span>l</span><sup>-1</sup> were obtained. Those methods were further applied to the detection of COD<sub>Mn</sub> in various water samples (lake waters and domestic sewage) and certified reference water samples (BWZ 6974–2016C and BWZ 7617–2016), with recoveries of 89–111 %. Among them, a portable analytical system based on UV irradiation gas pressure meter was further established and used for the analysis of COD<sub>Mn</sub> in field. It is a promising analytical system/device for COD<sub>Mn</sub> monitoring in field, offering advantages of low-cost, easy-operation, portability and rapidness.</div></div>","PeriodicalId":443,"journal":{"name":"Water Research","volume":"268 ","pages":"Article 122758"},"PeriodicalIF":11.4,"publicationDate":"2024-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142580344","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
Key process of ethanol hydrogen donor promoting the conversion of organic matter in sludge to bio-oil 乙醇供氢体促进污泥中有机物转化为生物油的关键过程
IF 11.4 1区 环境科学与生态学
Water Research Pub Date : 2024-11-05 DOI: 10.1016/j.watres.2024.122753
Quxiu Dai , Linglong Zeng , Qihong Cen , Wang Du , Ping Ning , Kai Li , Zhiying Guo , Ran Ao , Longgui Xie , Nanqi Ren , Liping Ma , Jie Yang , Guocai Tian , Xin Sun
{"title":"Key process of ethanol hydrogen donor promoting the conversion of organic matter in sludge to bio-oil","authors":"Quxiu Dai ,&nbsp;Linglong Zeng ,&nbsp;Qihong Cen ,&nbsp;Wang Du ,&nbsp;Ping Ning ,&nbsp;Kai Li ,&nbsp;Zhiying Guo ,&nbsp;Ran Ao ,&nbsp;Longgui Xie ,&nbsp;Nanqi Ren ,&nbsp;Liping Ma ,&nbsp;Jie Yang ,&nbsp;Guocai Tian ,&nbsp;Xin Sun","doi":"10.1016/j.watres.2024.122753","DOIUrl":"10.1016/j.watres.2024.122753","url":null,"abstract":"<div><div>To develop clean energy utilization of sewage sludge, this study investigated the conversion behavior of organics and energy in supercritical sludge-ethanol system. The influence of liquefied parameters on products distribution, hydrogen supply process of ethanol for sludge liquefaction, migration of organics, and energy transformation were investigated. Results indicated that ethanol acted as both a solvent and a hydrogen donor. It providing H⋅ to promote organics dissociation for bio-oil production through radical reactions. Formation of new products in bio-oil such as C<sub>20</sub>H<sub>38</sub>O<sub>2</sub> and C<sub>20</sub>H<sub>38</sub>O<sub>2</sub> may be caused by H⋅ generated from <img>OH and <img>CH in ethanol. The increase in dodecanes and hexadecanes in bio-oil may be formed by recombination of smaller radicals such as HO·, H·, CH<sub>3</sub>⋅, CH<sub>3</sub>CH<sub>2</sub>⋅ from dissociation of ethanol and organics. Additionally, energy migration process indicated that higher temperatures increased carbon content in bio-oil from 40.88 to 48.92 %, decreased oxygen content from 48.6 to 39.56 %, and raised the calorific value of bio-oil from 29.63 to 30.11 MJ/kg. Besides, approximately 74.14 % of sludge energy transferred to bio-oil, while about 71.94 % of oxygen moved to bio-char, reducing the calorific value of bio-char to 0.03 MJ/kg. Notably, about 240.5 kg of bio-oil can be produced from 1t of sludge, reducing net carbon emissions by 43.583 kg, and presenting a sustainable alternative to fossil fuels. This study innovatively investigated the dual role of ethanol for sludge liquefaction, providing an efficient and sustainable method for energy recovery from sludge.</div></div>","PeriodicalId":443,"journal":{"name":"Water Research","volume":"268 ","pages":"Article 122753"},"PeriodicalIF":11.4,"publicationDate":"2024-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142579840","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
Structure-activity relationship between crystal plane and pyrite-driven autotrophic denitrification efficacy: Electron transfer and metagenome-based microbial mechanism 晶体平面与黄铁矿驱动的自养反硝化功效之间的结构-活性关系:电子传递和基于元基因组的微生物机制
IF 11.4 1区 环境科学与生态学
Water Research Pub Date : 2024-11-05 DOI: 10.1016/j.watres.2024.122756
Yingmu Wang , Shi Chen , Yuanjing Chen , Junge Xu , Jian Zhou , Qiang He , Ziyuan Lin , Kai-qin Xu , Gongduan Fan
{"title":"Structure-activity relationship between crystal plane and pyrite-driven autotrophic denitrification efficacy: Electron transfer and metagenome-based microbial mechanism","authors":"Yingmu Wang ,&nbsp;Shi Chen ,&nbsp;Yuanjing Chen ,&nbsp;Junge Xu ,&nbsp;Jian Zhou ,&nbsp;Qiang He ,&nbsp;Ziyuan Lin ,&nbsp;Kai-qin Xu ,&nbsp;Gongduan Fan","doi":"10.1016/j.watres.2024.122756","DOIUrl":"10.1016/j.watres.2024.122756","url":null,"abstract":"<div><div>Pyrite-driven autotrophic denitrification (PAD) has been recognized as a promising treatment technology for nitrate removal. Although the occurrence of PAD has been found in recent years, there is a knowledge gap about effects of crystal plane of pyrite on the performance and mechanism of PAD system. Here, this study investigated the effects of crystal planes ({100}, {111} and {210}) of single-crystal pyrite on denitrification performance, electron transfer, and microbial mechanism in PAD system. The removal efficiency of nitrate in <em>B-{210}</em> reached 100%, which was 1.67-fold and 2.86-fold higher than that of <em>B-{100}</em> and <em>B-{111}</em>, respectively. X-ray photoelectron spectroscopy and electrochemical results indicated that Fe-S bonds of pyrite with {210} crystal plane were more susceptible to breakage by Fe<sup>3+</sup> oxidation assault, and leaching microbially available Fe<sup>2+</sup> and sulfur intermediates to drive autotrophic denitrification. Metagenomic results suggested that community of functional pyrite-driven denitrifiers varied in response to crystal plane, and abundances of N-S transformation and EET-related microbes and genes in <em>B-{210}</em> notably up-regulated compared to <em>B-{100}</em> and <em>B-{111}</em>. In addition, this work proposed a dual-mode for electron transfer pathway during pyrite oxidation and nitrogen transformation in PAD system. In <em>B-{210}</em>, Fe(II)- and sulfur-driven denitrifiers obtained electron after pyrite oxidation-dissolution, and the enrichment of pyrite-oxidizing bacteria in <em>B-{210}</em> could enhance the electron transfer from pyrite through electron shuttles. This work highlighted that stronger surface reactivity and electron shuttle effect in <em>B-{210}</em> enhanced electron transfer, leading to favorable PAD performance in <em>B-{210}</em>. Overall, this study provides novel insights into the structure-activity relationship between the crystal plane structure of pyrite and denitrification activity in PAD system.</div></div>","PeriodicalId":443,"journal":{"name":"Water Research","volume":"268 ","pages":"Article 122756"},"PeriodicalIF":11.4,"publicationDate":"2024-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142580343","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
Forecasting nitrous oxide emissions from a full-scale wastewater treatment plant using LSTM-based deep learning models 利用基于 LSTM 的深度学习模型预测全规模污水处理厂的氧化亚氮排放量
IF 11.4 1区 环境科学与生态学
Water Research Pub Date : 2024-11-05 DOI: 10.1016/j.watres.2024.122754
Siddharth Seshan , Johann Poinapen , Marcel H. Zandvoort , Jules B. van Lier , Zoran Kapelan
{"title":"Forecasting nitrous oxide emissions from a full-scale wastewater treatment plant using LSTM-based deep learning models","authors":"Siddharth Seshan ,&nbsp;Johann Poinapen ,&nbsp;Marcel H. Zandvoort ,&nbsp;Jules B. van Lier ,&nbsp;Zoran Kapelan","doi":"10.1016/j.watres.2024.122754","DOIUrl":"10.1016/j.watres.2024.122754","url":null,"abstract":"<div><div>Nitrous oxide (N<sub>2</sub>O) emissions from wastewater treatment plants (WWTPs) exhibit significant seasonal variability, making accurate predictions with conventional biokinetic models difficult due to complex and poorly understood biochemical processes. This study addresses these challenges by exploring data-driven alternatives, using long short-term memory (LSTM) based encoder-decoder models as basis. The models were developed for future integration into a model predictive control framework, aiming to reduce N<sub>2</sub>O emissions by forecasting these over varying prediction horizons. The models were trained on 12 months and tested on 3 months of data from a full-scale WWTP in Amsterdam West, the Netherlands. The dataset encompasses seasonal peaks in N<sub>2</sub>O emissions typical for winter and spring months. The best performing model, featuring a 256–256 LSTM architecture, achieved the highest accuracy with test R<sup>2</sup> values up to 0.98 across prediction horizons spanning 0.5 to 6.0 h ahead. Feature importance analysis identified past N<sub>2</sub>O emissions, influent flowrate, NH<sub>4</sub><sup>+</sup>, NO<sub>x</sub>, and dissolved oxygen (DO) in the aerobic tank as most significant inputs. The observed decreasing influence of historical N<sub>2</sub>O emissions over extended prediction horizons highlights the importance and significance of process variables for the model's performance. The model's ability to accurately forecast short-term N<sub>2</sub>O emissions and capture immediate trends highlights its potential for operational use in controlling emissions in WWTPs. Further research incorporating diverse datasets and biochemical process inputs related to microbial activities in the N<sub>2</sub>O production pathways could improve the model's accuracy for longer forecasting horizons. These findings advocate for hybridising deep learning models with biokinetic and mechanistic insights to enhance prediction accuracy and interpretability.</div></div>","PeriodicalId":443,"journal":{"name":"Water Research","volume":"268 ","pages":"Article 122754"},"PeriodicalIF":11.4,"publicationDate":"2024-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142579881","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
Study on the hydrolysis characteristics of polymeric aluminum chloride forced by fine bubbles and its key factors affecting the efficiency and capacity of forcing hydrolysis 细气泡强制水解聚合氯化铝的特性及其影响强制水解效率和能力的关键因素研究
IF 11.4 1区 环境科学与生态学
Water Research Pub Date : 2024-11-05 DOI: 10.1016/j.watres.2024.122757
Xiaojiang Huang , Kunyu Chen , Zhiqiang Zhang , Chunbo Li , Ping Li , Xuan Wang , Jinsuo Lu
{"title":"Study on the hydrolysis characteristics of polymeric aluminum chloride forced by fine bubbles and its key factors affecting the efficiency and capacity of forcing hydrolysis","authors":"Xiaojiang Huang ,&nbsp;Kunyu Chen ,&nbsp;Zhiqiang Zhang ,&nbsp;Chunbo Li ,&nbsp;Ping Li ,&nbsp;Xuan Wang ,&nbsp;Jinsuo Lu","doi":"10.1016/j.watres.2024.122757","DOIUrl":"10.1016/j.watres.2024.122757","url":null,"abstract":"<div><div>Enhanced coagulation is an important way to remove natural organic matter and reduce disinfection by-products in traditional water treatment processes, in which the micromolecular organic matter that is difficult to be removed during conventional coagulation can be enhanced more conveniently by modulating the dominant Al species in the traditional metal salt coagulants (e.g., polymeric aluminum chloride, PACl). Based on the forcing hydrolysis characteristics of fine bubbles due to the adsorption of hydroxide ions on their surfaces, this study verified the adaptability of the forced PACl hydrolysis by fine bubbles under different operating conditions objectively and comprehensively. The morphological changes of PACl before and after forced hydrolysis by fine bubbles were characterized figuratively, and the evolution of the dominant Al species before and after forced hydrolysis by fine bubbles was reasonably elaborated. The experimental results showed that fine bubbles had the effect of forcing the hydrolysis of PACl with different degrees of alkalinity and modulating the dominant Al species. It was innovatively found that the mass transfer efficiency of the fine bubbles determined their efficiency in forcing PACl hydrolysis (Pearson's <em>r</em> = -0.9423) and the concentration of fine bubbles affected their capacity to force PACl hydrolysis (Pearson's <em>r</em> = 0.8189). At pH = 7 and an air flow rate of 20 mL/min, the DOC concentration of micromolecular organics and the DOC removal efficiency of total organics could be reduced by 0.54 mg/L and enhanced by 12.6 %, respectively, after forced PACl hydrolysis by fine bubbles. While deepening the mechanism of forced PACl hydrolysis by fine bubbles, the above results preliminarily verified the relevance and feasibility of modulating the dominant Al species through forced PACl hydrolysis by fine bubbles to improve the coagulation efficiency, which provided theoretical and data support for the construction of a fine bubble-enhanced coagulation process for drinking water treatment plants.</div></div>","PeriodicalId":443,"journal":{"name":"Water Research","volume":"268 ","pages":"Article 122757"},"PeriodicalIF":11.4,"publicationDate":"2024-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142580345","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
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
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
确定
请完成安全验证×
相关产品
×
本文献相关产品
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信