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Ingenious construction of a magnetic-recyclable photo-Fenton catalyst ZnFe2O4@MIL-88A(Fe) and its adsorption-degradation activity toward levofloxacin 巧妙构建磁性可回收光芬顿催化剂 ZnFe2O4@MIL-88A(Fe)及其对左氧氟沙星的吸附降解活性
2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-07 DOI: 10.1016/j.jes.2024.04.043
Xichen Mi , Tingwei Wang , Yitong Chen , Dan Cao , Na Ma , Wei Dai

Monotonic pore size and particles inseparability of metal-organic frameworks (MOFs) caused serious effects on its light absorption ability and charge separation, restricting its application for antibiotic such as levofloxacin (LEV) degradation in water. In this study, a magnetically detachable nano-photocatalyst (ZnFe2O4@MIL-88A(Fe)) was synthesized using a simple two-step hydrothermal technique. The morphology and microstructure analyses showed that n-type ZnFe2O4 catalyst particles were efficiently assembled onto the surface of MIL-88A(Fe) crystal. Photocatalytic activity studies indicated that the ZnFe2O4@MIL-88A(Fe) plus H2O2 exhibiting a significantly boosted photo-Fenton activity toward LEV at visible light irradiation, compared to the pure ZnFe2O4 and MIL-88A(Fe), the degradation efficiency accordingly reached up to nearly 82% and 25% within 60 min. This excellent photocatalytic performance was ascribed to the synergistic effects of the heterogeneous structure of ZnFe2O4 and MIL-88A(Fe), whereby the efficient separation of charge carriers in the catalytic system is mutually reinforced with the efficient reduction of Fe3+ and Fe2+. Meanwhile, the degradation mechanism and intermediates of LEV during the photo-Fenton reaction process were also studied in depth through free radical burst, electron paramagnetic resonance, and mass spectrometry analyses, etc. Additionally, the ZnFe2O4@MIL-88A(Fe) composite catalyst displayed significant stability and ease of separation, indicating potential for the photo-oxidative degradation of organic pollutants.

金属有机框架(MOFs)的单调孔径和颗粒不可分离性严重影响了其光吸收能力和电荷分离能力,限制了其在水中降解左氧氟沙星等抗生素方面的应用。本研究采用简单的两步水热技术合成了一种磁性可分离纳米光催化剂(ZnFe2O4@MIL-88A(Fe))。形貌和微观结构分析表明,n 型 ZnFe2O4 催化剂颗粒被有效地组装在 MIL-88A(Fe) 晶体表面。光催化活性研究表明,与纯 ZnFe2O4 和 MIL-88A(Fe)相比,ZnFe2O4@MIL-88A(Fe) 加 H2O2 在可见光照射下对 LEV 的光 Fenton 活性显著提高,60 分钟内降解效率分别达到近 82% 和 25%。这种优异的光催化性能归功于 ZnFe2O4 和 MIL-88A(Fe)异质结构的协同效应,即催化体系中电荷载体的高效分离与 Fe3+ 和 Fe2+ 的高效还原相互促进。同时,还通过自由基猝灭、电子顺磁共振和质谱分析等方法深入研究了光-芬顿反应过程中 LEV 的降解机理和中间产物。此外,ZnFe2O4@MIL-88A(Fe)复合催化剂显示出显著的稳定性和易分离性,表明其具有光氧化降解有机污染物的潜力。
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引用次数: 0
Control of phosphorus release from sediment by the combined use of Elodea nuttallii, hydrous ferric oxide, zeolite and calcite: Efficiency, mechanism and response of bacterial communities 通过联合使用榆叶梅、水合氧化铁、沸石和方解石控制沉积物中磷的释放:效率、机制和细菌群落的反应
2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-06 DOI: 10.1016/j.jes.2024.04.041
Xunxin Liu, Yanhui Zhan, Jianwei Lin

The effectiveness of Elodea nuttallii combined with a mixture of hydrous ferric oxide, zeolite and calcite (HZC) to reduce the internal loading of phosphorus (P) from sediment and its mechanism were studied, and the effect of Elodea nuttallii combined with HZC on the composition and function of the microbial communities in the surface sediment was also investigated. The results showed that the combination utilization of Elodea nuttallii and HZC can decrease the risk of phosphorus liberation from sediment to the overlying water, and the controlling efficiency of Elodea nuttallii combined with HZC was higher than that of Elodea nuttallii or HZC alone. The passivation of labile P measured by diffusive gradient in thin film device and mobile P played a crucial role in the control of internal P loading from sediment by the combined Elodea nuttallii + HZC treatment. HZC capping had a promoting effect on the growth of Elodea nuttallii. This was beneficial to the absorption of phosphorus from sediment by Elodea nuttallii. The combined application of Elodea nuttallii and HZC not only had a certain negative effect on the diversity of bacteria in the surface sediment, but also changed the microbial compositions of the surface sediment at the levels of phylum and genus. However, the microbial communities in the surface sediment still can perform good ecological function. The above results suggest that the combined application of Elodea nuttallii and HZC has a high potential in the management of internal P loading from sediment.

研究了裸冠菊与水合氧化铁、沸石和方解石混合物(HZC)结合使用降低沉积物内部磷负荷的效果及其机理,并探讨了裸冠菊与HZC结合使用对表层沉积物微生物群落组成和功能的影响。结果表明,结合使用裸冠菊和 HZC 可降低沉积物中磷向上层水体释放的风险,且结合使用裸冠菊和 HZC 的控制效率高于单独使用裸冠菊或 HZC。通过薄膜装置中的扩散梯度测得的可迁移磷和可移动磷的钝化作用,是Elodea nuttallii + HZC联合处理方法控制沉积物内部磷负荷的关键。HZC 覆蓋對鰻魚的生長有促進作用。这有利于裸冠菊吸收沉积物中的磷。Elodea nuttallii 和 HZC 的联合应用不仅对表层沉积物中细菌的多样性产生了一定的负面影响,而且在门和属的层面上改变了表层沉积物的微生物组成。但表层沉积物中的微生物群落仍能发挥良好的生态功能。上述结果表明,联合施用营养叶薄荷和 HZC 在治理沉积物内部 P 负荷方面具有很大的潜力。
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引用次数: 0
Modelling and prediction of toluene adsorption saturation basing on characteristic values of activated carbons 基于活性炭特征值的甲苯吸附饱和度建模与预测
2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-03 DOI: 10.1016/j.jes.2024.04.039
Quanli Ke , Yedong Xiong , Mei Lu , Kangkang Huang , Yiting Guo , Jiong Min , Chuanmin Jin , Zhenyu Gu , Guokai Cui , Xiaole Weng , Bingzhi Yi , Hanfeng Lu

Herein, the association between the dynamic adsorption capacity of toluene and several important characteristic values on activated carbon (AC) samples was investigated by multidimensional linear regression. Among the characteristic values, the carbon tetrachloride (CTC) adsorption value has demonstrated relatively stronger correlation with the toluene adsorption capacity on AC samples with diverse sources and forms, particularly in exposure to high-concentration toluene. Notably, the relevance of the toluene adsorption capacity to the CTC value could also be extended to a series of other porous adsorbents, which proved the wide applicability of CTC value in characterizing the adsorption behaviors. Based on these results, a mathematical and visual model was then established to predict the toluene adsorption saturation under different conditions (inlet concentration, adsorption time, initial CTC value, etc.) on diverse AC samples, of which the accuracy has later been verified by experimental data. As such, a fast and accurate estimation of the adsorption behaviors over AC samples, and possibly other porous adsorbents, was realized.

本文采用多维线性回归方法研究了甲苯在活性炭(AC)样品上的动态吸附容量与几个重要特征值之间的关联。在这些特征值中,四氯化碳(CTC)吸附值与不同来源和形式的活性炭样品上甲苯吸附容量的相关性相对较强,尤其是在接触高浓度甲苯时。值得注意的是,甲苯吸附容量与 CTC 值的相关性还可以扩展到一系列其他多孔吸附剂上,这证明了 CTC 值在表征吸附行为方面的广泛适用性。在这些结果的基础上,建立了一个数学直观模型,用于预测不同条件(入口浓度、吸附时间、初始 CTC 值等)下不同交流电样品对甲苯的吸附饱和度,其准确性随后得到了实验数据的验证。因此,该方法实现了对 AC 样品以及其他多孔吸附剂吸附行为的快速准确评估。
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引用次数: 0
Anthropogenic sources and air mass transport affect spatial and seasonal variations of ambient halocarbons in southeastern China 人为来源和气团输送影响中国东南部环境卤烃的空间和季节变化
2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-03 DOI: 10.1016/j.jes.2024.04.040
Zhaoyang Wu , Zhiwei Cao , Xinyi Huang , Yonglong Lu , Pei Wang , Zian Liang , Xupeng An

Halocarbons play a vital role in ozone depletion and global warming, and are regulated by the Montreal Protocol (MP) and its amendments. China has been identified as an important contributor to the halocarbon emissions, but the regional sources of halocarbons in China are not yet well comprehended. To investigate the characteristics, emissions, and source profiles, this study conducted a field campaign in Xiamen, a coastal city in southeastern China. Higher enhancements were found in the unregulated halocarbons (CH3Cl, CH2Cl2, CHCl3) than in the MP eliminated species (CCl4, CH3Br) and the MP controlled species (HCFCs, HFCs). Many of the measured halocarbons varied seasonally and regionally, depending on the anthropogenic sources and atmospheric transport. Backward trajectory analysis showed that the air masses from inland were polluted over Shandong, Hebei, and northern Fujian in the cold season, while the air masses from the sea in the warm season were clean. Different air masses in two seasons were associated with the halocarbon patterns in the study area. Industrial activities, especially solvent usage, were the primary sources of halocarbons. The emission hot spots in Fujian Province were concentrated in Sanming, Fuzhou, and Xiamen, and the unregulated halocarbons made the largest contribution. This study provides an insight for a deep understanding of the characteristics and potential sources of halocarbons, and for strengthened management of halocarbons in China.

卤烃在臭氧消耗和全球变暖中扮演着重要角色,受《蒙特利尔议定书》(MP)及其修正案的管制。中国已被确定为卤烃排放的重要贡献者,但对中国卤烃的区域来源还不甚了解。为了调查其特征、排放量和来源概况,本研究在中国东南部沿海城市厦门进行了实地考察。结果发现,未受管制的卤代碳化物(CH3Cl、CH2Cl2、CHCl3)比《蒙特利尔议定书》消除的物种(CCl4、CH3Br)和《蒙特利尔议定书》管制的物种(HCFCs、HFCs)中的卤代碳化物含量增加得更多。由于人为来源和大气迁移的不同,许多测量到的卤烃在季节和区域上都存在差异。后向轨迹分析表明,在寒冷季节,来自内陆的气团对山东、河北和福建北部造成了污染,而在温暖季节,来自海洋的气团则是清洁的。两个季节的不同气团与研究区域的卤烃模式有关。工业活动,尤其是溶剂的使用,是卤烃的主要来源。福建省的排放热点集中在三明、福州和厦门,而未受管制的卤烃贡献最大。这项研究为深入了解卤烃的特点和潜在来源、加强中国的卤烃管理提供了启示。
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引用次数: 0
Advancing autotrophic nitrogen removal in low C/N ratio wastewater: Innovative application of supercapacitor to enhance microbial electrolysis cells 推进低 C/N 比废水中的自养脱氮:超级电容器在增强微生物电解池中的创新应用
2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-03 DOI: 10.1016/j.jes.2024.04.042
Sen Fan , Yuhan Song , Decong Zheng , Xinyuan Peng , Sitao Li , Ping Gao , Daping Li

This study presents a novel approach, the Supercapacitor Microbial Electrolysis Cell (SC-MEC), which utilizes a supercapacitor as an external power source to enhance the efficiency of autotrophic nitrogen removal in low C/N ratio wastewater. The results demonstrated that the SC-MEC system, operating under anaerobic conditions and devoid of any organic carbon source, exhibited exceptional performance in ammonia oxidation and total nitrogen (TN) removal when solely relying on ammonia nitrogen as the electron donor. Operating at a voltage of 1.8 V with a capacitance capacity of 30 F, ammonium oxidation rated up to 56.51 mg/L/day and TN removal rated up to 54.64 mg/L/day, in which 97% of ammonium nitrogen was converted to gaseous nitrogen. Furthermore, the charging and discharging process of supercapacitors autonomously regulated the bipolar potentials. Cyclic voltammetry (CV) analysis showed the significantly enhanced electrochemical activity of the SC-MEC system during the reaction process. Based on in-situ CV test results, it was inferred that this enhancement was associated with extracellular electron transfer mediators. The microbial community analysis revealed a process of synchronous nitrification and denitrification (SND) coupled with anammox, involving multiple genera, such as Candidatus Kuenenia, Nitrosomonas, Truepera, and Bosea. In conclusion, this study highlights the tremendous potential of SC-MEC in achieving efficient autotrophic nitrogen removal, offering more feasible and economical solutions for addressing low C/N water pollution issues.

本研究提出了一种新方法--超级电容器微生物电解池(SC-MEC),该方法利用超级电容器作为外部电源来提高低碳氮比废水的自养脱氮效率。研究结果表明,SC-MEC 系统在厌氧条件下运行,没有任何有机碳源,仅依靠氨氮作为电子供体,在氨氧化和总氮(TN)去除方面表现出卓越的性能。在电压为 1.8 V、电容容量为 30 F 的条件下运行时,氨的氧化率高达 56.51 mg/L/天,TN 的去除率高达 54.64 mg/L/天,其中 97% 的铵态氮被转化为气态氮。此外,超级电容器的充放电过程可自主调节双极电位。循环伏安法(CV)分析表明,在反应过程中,SC-MEC 系统的电化学活性显著增强。根据原位 CV 测试结果推断,这种增强与细胞外电子传递介质有关。微生物群落分析表明,硝化和反硝化(SND)同步进行,并伴有anammox作用,涉及多个菌属,如Candidatus Kuenenia、Nitrosomonas、Truepera和Bosea。总之,本研究强调了 SC-MEC 在实现高效自养脱氮方面的巨大潜力,为解决低 C/N 水污染问题提供了更可行、更经济的解决方案。
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引用次数: 0
Green disposal of waste smartphone protective film: Efficiency, mechanism, bench-scale test and secondary waste reutilization 废弃智能手机保护膜的绿色处理:效率、机理、台架试验和二次废物再利用
2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-02 DOI: 10.1016/j.jes.2024.04.022
Jiangyao Chen , Shunyu Ding , Chenxu Gao , Canhui Chen , Taicheng An

The manufacture and obsolescence of smartphones produce numerous waste plastic accessories (e.g., waste smartphone protective film (WSPF)), possessing immense potential for recycling. However, available recycling technologies have limitations such as substrate damage and secondary pollutant generation. The present study aimed to develop a green disposal method that not only recycled polyethylene terephthalate (PET) from WSPF, but also reused the stripped polyacrylate (PAA) adhesive as an adsorbent to reduce solid waste generation. When the WSPF was treated in 1 mol/L NaOH solution at 90 °C, the PAA hydrolyzed to two main by-products of 1-butanol and 2-ethylhexanol, weakening the binding strength between PAA and PET and then efficient separation of them. Further bench-scale test revealed that over 97.2% of detachment efficiency toward PAA was achieved during continuous treatment of 17 batches of WSPF (200 g for each) without supplement of NaOH and generation of wastewater. Meanwhile, the economic evaluation indicated that the recycling method would generate a net profit margin of 647% for the second year without considering the incurrence of new cost and input. Additionally, the pyrolysis of waste PAA enabled its conversion into potential adsorbent, which showed 2 to 4 times enhanced adsorption capacity toward styrene and ethyl acetate after modification with NaOH solution. This study provides a green method for recycling waste plastics and inspires a referable solution for solid waste treatment in the smartphone industry.

智能手机的生产和淘汰产生了大量废弃塑料配件(如废弃智能手机保护膜(WSPF)),具有巨大的回收潜力。然而,现有的回收技术存在基材损坏和产生二次污染物等局限性。本研究旨在开发一种绿色处理方法,不仅能回收 WSPF 中的聚对苯二甲酸乙二醇酯(PET),还能将剥离的聚丙烯酸酯(PAA)粘合剂作为吸附剂重新利用,以减少固体废物的产生。将 WSPF 在 1 mol/L NaOH 溶液中于 90 °C 下处理时,PAA 会水解为两种主要副产物 1-丁醇和 2-乙基己醇,从而减弱 PAA 与 PET 之间的结合强度,进而实现有效分离。进一步的台架试验表明,在不添加 NaOH 和不产生废水的情况下,连续处理 17 批 WSPF(每批 200 克),PAA 的分离效率超过 97.2%。同时,经济评价表明,在不考虑新增成本和投入的情况下,回收方法第二年的净利润率为 647%。此外,废 PAA 的热解使其转化为潜在的吸附剂,经 NaOH 溶液改性后,对苯乙烯和乙酸乙酯的吸附能力提高了 2 至 4 倍。这项研究为废塑料的回收利用提供了一种绿色方法,并为智能手机行业的固体废物处理提供了一种可参考的解决方案。
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引用次数: 0
Unravelling the synergistic effects in GdCe composite oxides supported biochar catalysts for formaldehyde elimination: Elevated performance and SO2 toleration 揭示 GdCe 复合氧化物支撑生物炭催化剂消除甲醛的协同效应:提高性能和二氧化硫耐受性
IF 5.9 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-30 DOI: 10.1016/j.jes.2024.04.029
Yun Jiang , Lei Gao , Jianyong Dai , Caiting Li , Huiyu Xiong , Yeling Li , Zhichao Liu , Wenjun Wang , Junhao Hu

A chain of GdCe oxides boosted biochars derived from maize straw and sewage sludge (GdyCe1-y/MPBs) were fabricated for formaldehyde (HCHO) catalytic decomposition. The ingenerate relationship between the abatement performance and corresponding structural feature was comprehensively evaluated by XPS, in situ DRIFTS, BET, XRD, SEM and H2-TPR. Meanwhile, 10%Gd0.25Ce0.75/MPB exhibited excellent performance, favorable SO2 and moisture toleration over a broad temperature range from 160 to 320 ℃, where it achieved 96.8% removal efficiency with 90.5 % selectivity at 200 ℃. The single or united effects of O2, SO2, H2O on HCHO abatement over 10 %Gd0.25Ce0.75/MPB were tested, and the findings demonstrated that the suppressive effects of SO2 and H2O outweighed the promoting influence of O2 within a specific range. Gd and Ce co-modified MPB revealed superior HCHO removal capability in contrast to that of Gd or Ce severally modified MPB, ascribing to the synergistic effect of GdOx and CeOx and benefitting from the augmentation of surface area and total pore volume, the aggrandizement of surface active oxygen species, the promotion of redox ability and the inhibition crystallization of CeOx. According to in situ DRIFTS, a series of intermediates including formate species and dioxymethylene (DOM) were produced, which would eventually decompose into H2O and CO2. In addition, the mass transfer and diffusion of the reactants along with the accessibility of the catalytic sites were enlarged by the hierarchical porous structure of the support, which were also answerable for its distinguished catalytic performance. Furthermore, 10%Gd0.25Ce0.75/MPB possessed remarkable potential for industrial applications.

利用玉米秸秆和污水污泥制备了一系列钆铈氧化物助生物炭(GdyCe1-y/MPBs),用于催化分解甲醛(HCHO)。通过 XPS、原位 DRIFTS、BET、XRD、SEM 和 H2-TPR 等方法全面评估了甲醛分解性能与相应结构特征之间的内在联系。同时,10%Gd0.25Ce0.75/MPB 表现出优异的性能,在 160 至 320 ℃ 的宽温度范围内具有良好的二氧化硫和湿气耐受性,在 200 ℃ 时的脱除效率达到 96.8%,选择性为 90.5%。测试了 O2、SO2 和 H2O 对 10 %Gd0.25Ce0.75/MPB 上 HCHO 降解的单一或联合影响,结果表明在特定范围内,SO2 和 H2O 的抑制作用大于 O2 的促进作用。与钆或铈单独改性的 MPB 相比,钆和铈共改性的 MPB 具有更优越的 HCHO 去除能力,这归因于 GdOx 和 CeOx 的协同效应,并得益于表面积和总孔体积的增加、表面活性氧物种的增加、氧化还原能力的提高以及 CeOx 结晶的抑制。根据原位 DRIFTS,产生了一系列中间产物,包括甲酸盐类和二氧亚甲基(DOM),这些中间产物最终会分解成 H2O 和 CO2。此外,支撑物的分层多孔结构扩大了反应物的传质和扩散以及催化位点的可达性,这也是其催化性能优异的原因。此外,10%Gd0.25Ce0.75/MPB 具有显著的工业应用潜力。
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引用次数: 0
Occurrence and health risk assessment of organic amine pesticides in drinking water of the Yangtze River delta urban agglomeration 长江三角洲城市群饮用水中有机胺类农药的存在及其健康风险评估
2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-30 DOI: 10.1016/j.jes.2024.04.034
Zao Yang , Shengwei Zhang , Feng Wang , Bin Dong , Minghong Cai

Organic amine pesticides (OAPs) are widely used in modern agriculture and these compounds can contaminate drinking water sources in different ways. However, there is a lack of data on the occurrence of OAPs in drinking water and their potential human health risks. In this study, tap water (TW) and bottled water (BW) samples were collected from eight cities in the Yangtze River Delta urban agglomeration in China, and their OAP levels were analyzed using high-throughput organic analysis testing coupled with high-volume solid-phase extraction (Hi- throat/Hi-volume SPE techniques). This study is the first to systematically characterize the trace levels of OAPs in drinking water in China. Our findings indicated that the total concentration of OAPs (∑OAPs) in TW (average 11.06 ± 4.99 ng/L) was 29.4% higher than in BW (average 8.55 ± 3.98 ng/L) and fewer kinds (7) of OAPs were detected in BW. Furthermore, the long-term intake of TW in some areas was linked to carcinogenic risks even at an acceptable OAP range, particularly in males, with molinate being the major contributor (61.3%) to OAP exposure. Further analysis revealed that the occurrence and health risks of OAPs in drinking water were mainly influenced by the quality of water sources and the technologies adopted in drinking water treatment plants (DWTPs). Furthermore, our findings demonstrated that advanced treatment technologies such as nanofiltration could more effectively remove OAPs in raw water (up to 87.5%). Therefore, our findings highlighted the importance of selecting appropriate advanced treatment technologies in DWTPs.

有机胺类杀虫剂(OAPs)广泛应用于现代农业,这些化合物会以不同的方式污染饮用水源。然而,关于饮用水中有机胺农药的出现及其对人类健康的潜在风险,目前还缺乏相关数据。本研究从中国长三角城市群的八个城市采集了自来水(TW)和瓶装水(BW)样品,并采用高通量有机分析测试和高容量固相萃取技术(高喉/高容量固相萃取技术)对其 OAP 含量进行了分析。这项研究首次系统地描述了中国饮用水中痕量 OAPs 的含量。研究结果表明,饮用水中OAPs的总浓度(∑OAPs)(平均为11.06±4.99纳克/升)比白开水(平均为8.55±3.98纳克/升)高29.4%,且白开水中检出的OAPs种类较少(7种)。此外,即使在可接受的 OAP 范围内,某些地区长期摄入 TW 也与致癌风险有关,尤其是男性,其中甲萘酸盐是摄入 OAP 的主要来源(61.3%)。进一步的分析表明,饮用水中 OAP 的出现和健康风险主要受水源水质和饮用水处理厂(DWTPs)所采用技术的影响。此外,我们的研究结果表明,先进的处理技术(如纳滤)能更有效地去除原水中的 OAPs(高达 87.5%)。因此,我们的研究结果突显了在污水处理厂选择适当的先进处理技术的重要性。
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引用次数: 0
Atmospheric scattering model and dark channel prior constraint network for environmental monitoring under hazy conditions 用于灰霾条件下环境监测的大气散射模型和暗通道先验约束网络
2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-29 DOI: 10.1016/j.jes.2024.04.037
Lintao Han , Hengyi Lv , Chengshan Han , Yuchen Zhao , Qing Han , Hailong Liu

Environmental monitoring systems based on remote sensing technology have a wider monitoring range and longer timeliness, which makes them widely used in the detection and management of pollution sources. However, haze weather conditions degrade image quality and reduce the precision of environmental monitoring systems. To address this problem, this research proposes a remote sensing image dehazing method based on the atmospheric scattering model and a dark channel prior constrained network. The method consists of a dehazing network, a dark channel information injection network (DCIIN), and a transmission map network. Within the dehazing network, the branch fusion module optimizes feature weights to enhance the dehazing effect. By leveraging dark channel information, the DCIIN enables high-quality estimation of the atmospheric veil. To ensure the output of the deep learning model aligns with physical laws, we reconstruct the haze image using the prediction results from the three networks. Subsequently, we apply the traditional loss function and dark channel loss function between the reconstructed haze image and the original haze image. This approach enhances interpretability and reliability while maintaining adherence to physical principles. Furthermore, the network is trained on a synthesized non-homogeneous haze remote sensing dataset using dark channel information from cloud maps. The experimental results show that the proposed network can achieve better image dehazing on both synthetic and real remote sensing images with non-homogeneous haze distribution. This research provides a new idea for solving the problem of decreased accuracy of environmental monitoring systems under haze weather conditions and has strong practicability.

基于遥感技术的环境监测系统具有更广的监测范围和更长的时效性,因此被广泛应用于污染源的检测和管理。然而,雾霾天气会降低图像质量,降低环境监测系统的精度。针对这一问题,本研究提出了一种基于大气散射模型和暗通道先验约束网络的遥感图像去雾方法。该方法由去毛刺网络、暗信道信息注入网络(DCIIN)和传输图网络组成。在除杂网络中,分支融合模块优化特征权重,以增强除杂效果。通过利用暗信道信息,DCIIN 可以高质量地估计大气面纱。为确保深度学习模型的输出符合物理规律,我们利用三个网络的预测结果重建雾霾图像。随后,我们在重建的雾霾图像和原始雾霾图像之间应用传统损失函数和暗通道损失函数。这种方法既提高了可解释性和可靠性,又符合物理原理。此外,我们还利用云图中的暗信道信息,在合成的非均质雾霾遥感数据集上对网络进行了训练。实验结果表明,所提出的网络能在非均质雾度分布的合成和真实遥感图像上实现更好的图像去毛刺效果。该研究为解决雾霾天气条件下环境监测系统精度下降的问题提供了新思路,具有很强的实用性。
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引用次数: 0
Evaluating coarse PM composition and sources based on bulk and molecular speciation of PM2.5 and PM10 in Nanjing, East China 基于 PM2.5 和 PM10 的大分子和分子标样评估华东南京的粗颗粒物成分和来源
2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-28 DOI: 10.1016/j.jes.2024.04.038
Wangnan Cui , Zishu Wang , Wei Feng , Chao Qin , Hong Liao , Yuhang Wang , Mingjie Xie

To understand the differences in the composition and sources of PM2.5 and PM10 caused by coarse particles, integrated PM2.5 and PM10 samples were synchronously collected in Nanjing, East China, in summer 2020 and winter 2020/2021. Bulk and molecular speciation and light absorption measurements of aerosol extracts were performed, followed by positive matrix factorization (PMF) based on the PM2.5 and PM10 data sets, respectively. The difference in average concentrations of total bulk species between PM2.5 and PM10 was mainly caused by the distribution of considerable NO3, SO42–, Ca2+, and organic carbon (OC) in coarse particles. Coarse PM influenced by abrasion products from tire wear and leaves contributed about half of the low-volatility n-alkanes in summer. The contribution of coarse PM to biomass burning tracers and water-soluble OC increased in winter when biomass combustion was excessively active. More than 70% of sugar polyols were attributable to coarse PM in summer, and biomass burning could be an important source in winter. The light-absorbing organic chromophores were almost entirely associated with PM2.5, but water-soluble organic carbon (WSOC) exhibited stronger light absorption in PM10 extracts than in PM2.5 extracts possibly due to the influence of coarse PM on pH. PMF analysis indicated that biomass burning, aqueous-phase reactions, and processed dust were the main contributors of organic matter and its light absorption in winter. Biogenic primary and secondary sources made discernable contributions only in summer. The differences between PM2.5 and PM10 were likely attributed to mixing of crustal dust, combustion particles, and surface reactions.

为了解粗颗粒物导致的PM2.5和PM10的成分和来源差异,2020年夏季和2020/2021年冬季在华东南京同步采集了PM2.5和PM10的综合样本。分别基于 PM2.5 和 PM10 数据集,对气溶胶提取物进行了块状、分子标样和光吸收测量,并进行了正矩阵因式分解(PMF)。PM2.5 和 PM10 总体积物种平均浓度的差异主要是由粗颗粒中大量 NO3-、SO42-、Ca2+ 和有机碳(OC)的分布造成的。受轮胎磨损和树叶磨损产物影响的粗颗粒物在夏季贡献了约一半的低挥发性正构烷烃。冬季生物质燃烧过度活跃时,粗颗粒物对生物质燃烧示踪剂和水溶性有机碳的贡献增加。在夏季,超过 70% 的糖多元醇可归因于粗颗粒物,因此生物质燃烧可能是冬季的一个重要来源。光吸收有机发色团几乎全部与 PM2.5 有关,但水溶性有机碳(WSOC)在 PM10 提取物中比在 PM2.5 提取物中表现出更强的光吸收,这可能是由于粗颗粒物对 pH 值的影响。PMF 分析表明,生物质燃烧、水相反应和加工粉尘是冬季有机物及其光吸收的主要来源。生物原生源和次生源仅在夏季有明显贡献。PM2.5 和 PM10 之间的差异可能归因于地壳尘埃、燃烧颗粒和表面反应的混合。
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引用次数: 0
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Journal of Environmental Sciences-china
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