首页 > 最新文献

Clean-soil Air Water最新文献

英文 中文
Removal performance of leonardite toward volatile organic compounds and toxic metals from landfill leachates 褐铁矿对垃圾填埋场渗滤液中挥发性有机化合物和有毒金属的去除性能
IF 1.7 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-25 DOI: 10.1002/clen.202300188
Ayhan Kocaman, Metin Turan, Amir Hossein Vakili, Burak Feyyaz Savas, Özlem Ete Aydemir, Avni Çakici

Leachate from municipal waste contains volatile organic compounds and potentially toxic metals. The leaching of which into water sources also jeopardizes access to clean water. Therefore, reducing the concentration of pollutants in leachate is important to reduce health risks and environmental pollution. In this study, the efficacy of granulated organic leonardite added to leachate from municipal waste in reducing the toxic concentrations of the leachate for different time points (30, 60, 90, and 120 min) at a shaking speed of 200 rpm was investigated. Results demonstrated that leonardite significantly removed various contaminants, including organic acids (71.16%), alcohols (74.31%), aldehydes (68.01%), esters (78.28%), ethers (81.03%), ketones (68.52%), hydrocarbons (84.25%), N compounds (78.56%), S compounds (80.67%), organic N (86.01%), total Kjeldahl nitrogen (93.26%), NH4-N (84.83%), NO3-N (89.30%), SO4 (76.62%), PO4 (73.85%), organic C (50.07%), Hg (96.80%), Pb (95.99%), Cu (82.68%), Al (65.56%), total Cr (98.11%), Cd (99.28%), Li (96.31%), Ni (97.27%), and As (67.79%). The leonardite granules used in this study showed high adsorption and removal performance for organic/inorganic and volatile compounds in landfill leachate. These results indicate that leonardite can be a suitable adsorption material for leachate pretreatment. However, it is necessary to perform a durability test to use the material in the long term as a covering on landfills.

城市垃圾渗滤液含有挥发性有机化合物和潜在的有毒金属。它们渗入水源也会危及清洁水的获取。因此,降低沥滤液中污染物的浓度对于减少健康风险和环境污染非常重要。本研究调查了在 200 转/分钟的振荡速度下,在不同时间点(30、60、90 和 120 分钟)向城市垃圾渗滤液中添加粒状有机芒硝对降低渗滤液中有毒物质浓度的功效。结果表明,芒硝能显著去除各种污染物,包括有机酸(71.16%)、醇(74.31%)、醛(68.01%)、酯(78.28%)、醚(81.03%)、酮(68.52%)、碳氢化合物(84.25%)、N 化合物(78.56%)、S 化合物(80.67%)、有机氮(86.01%)、凯氏氮总量(93.26%)、NH4-N(84.83%)、NO3-N(89.30%)、SO4(76.62%)、PO4(73.85%)、有机碳(50.07%)、汞(96.80%)、铅(95.99%)、铜(82.68%)、铝(65.56%)、总铬(98.11%)、镉(99.28%)、锂(96.31%)、镍(97.27%)和砷(67.79%)。本研究中使用的芒硝颗粒对垃圾填埋场渗滤液中的有机/无机化合物和挥发性化合物具有很高的吸附和去除性能。这些结果表明,芒硝是一种适用于渗滤液预处理的吸附材料。不过,有必要进行耐久性测试,以便将这种材料长期用作垃圾填埋场的覆盖物。
{"title":"Removal performance of leonardite toward volatile organic compounds and toxic metals from landfill leachates","authors":"Ayhan Kocaman,&nbsp;Metin Turan,&nbsp;Amir Hossein Vakili,&nbsp;Burak Feyyaz Savas,&nbsp;Özlem Ete Aydemir,&nbsp;Avni Çakici","doi":"10.1002/clen.202300188","DOIUrl":"10.1002/clen.202300188","url":null,"abstract":"<p>Leachate from municipal waste contains volatile organic compounds and potentially toxic metals. The leaching of which into water sources also jeopardizes access to clean water. Therefore, reducing the concentration of pollutants in leachate is important to reduce health risks and environmental pollution. In this study, the efficacy of granulated organic leonardite added to leachate from municipal waste in reducing the toxic concentrations of the leachate for different time points (30, 60, 90, and 120 min) at a shaking speed of 200 rpm was investigated. Results demonstrated that leonardite significantly removed various contaminants, including organic acids (71.16%), alcohols (74.31%), aldehydes (68.01%), esters (78.28%), ethers (81.03%), ketones (68.52%), hydrocarbons (84.25%), N compounds (78.56%), S compounds (80.67%), organic N (86.01%), total Kjeldahl nitrogen (93.26%), NH<sub>4</sub>-N (84.83%), NO<sub>3</sub>-N (89.30%), SO<sub>4</sub> (76.62%), PO<sub>4</sub> (73.85%), organic C (50.07%), Hg (96.80%), Pb (95.99%), Cu (82.68%), Al (65.56%), total Cr (98.11%), Cd (99.28%), Li (96.31%), Ni (97.27%), and As (67.79%). The leonardite granules used in this study showed high adsorption and removal performance for organic/inorganic and volatile compounds in landfill leachate. These results indicate that leonardite can be a suitable adsorption material for leachate pretreatment. However, it is necessary to perform a durability test to use the material in the long term as a covering on landfills.</p>","PeriodicalId":10306,"journal":{"name":"Clean-soil Air Water","volume":"52 6","pages":""},"PeriodicalIF":1.7,"publicationDate":"2024-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140803555","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Decolorization of anthraquinone dye by Brevibacillus laterosporus R81 via polysaccharides excreted 红孢子乳杆菌 R81 通过排泄的多糖对蒽醌染料脱色
IF 1.7 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-23 DOI: 10.1002/clen.202300109
Yanzhou Zhang, Xingyao Tang, Limeng Wu, Min Shen, Yijun Kang

The aim of this research was to assess the efficacy of different microbial strains in the decolorization of anthraquinone dyes. Strain R81 was obtained from a textile company's wastewater discharge for its remarkable ability to decolorize reactive blue 19 (RB19). By employing physiological and biochemical analyses, along with 16S rRNA gene sequencing, strain R81 was determined to be Brevibacillus laterosporus. After optimization, the decolorization rate achieved a peak of 86.24% over a 48-h timeframe, utilizing an initial dye concentration of 100 mg L–1. The decolorization capacity of strain R81 was observed to be impeded by heightened levels of salt and temperature in culture solutions, yet remained unaltered when R81 cells were directly introduced into dye solutions. Furthermore, cells that were induced through prior cultivation in a medium containing RB19 demonstrated enhanced efficacy in decolorization compared to noninduced cells. Subsequent analysis indicated that the development of biofilms and the synthesis of polysaccharides by strain R81 were augmented in a concentration-dependent fashion by RB19. Nevertheless, the decolorization efficacy of R81 was impeded by the existence of sodium dodecyl sulfate (SDS) and cetyltrimethylammonium bromide (CTAB), both of which possess the capacity to eliminate polysaccharides. The decolorization capabilities were reinstated by the SDS or CTAB eluent containing polysaccharides, suggesting a reliance on the presence of polysaccharides. The employment of stepwise diethylaminoethyl (DEAE)-cellulose chromatography and decolorization experiments elucidated the importance of a specific polysaccharide in the decolorization process. This study proposes a bacteria-derived polysaccharide as a promising remedy for treating dyeing wastewater contaminated with anthraquinones.

本研究旨在评估不同微生物菌株在蒽醌染料脱色过程中的功效。R81 菌株是从一家纺织公司的废水排放中获得的,因为它对活性蓝 19(RB19)具有显著的脱色能力。通过生理和生化分析以及 16S rRNA 基因测序,确定 R81 菌株为乳酸杆菌(Brevibacillus laterosporus)。经过优化,在初始染料浓度为 100 mg L-1 的情况下,脱色率在 48 小时内达到了 86.24% 的峰值。据观察,R81 菌株的脱色能力会受到培养液中盐分和温度水平升高的阻碍,但当 R81 细胞直接进入染料溶液时,脱色能力仍然保持不变。此外,与未被诱导的细胞相比,事先在含有 RB19 的培养基中培养诱导的细胞在脱色方面表现出更强的功效。随后的分析表明,RB19 以浓度依赖的方式促进了 R81 菌株生物膜的形成和多糖的合成。然而,十二烷基硫酸钠(SDS)和十六烷基三甲基溴化铵(CTAB)的存在阻碍了 R81 的脱色功效,而这两种物质都具有消除多糖的能力。含有多糖的 SDS 或 CTAB 洗脱液恢复了脱色能力,这表明多糖的存在是一种依赖。逐步使用二乙氨基乙基(DEAE)纤维素色谱和脱色实验阐明了特定多糖在脱色过程中的重要性。本研究提出了一种源于细菌的多糖作为处理受蒽醌污染的染色废水的有效方法。
{"title":"Decolorization of anthraquinone dye by Brevibacillus laterosporus R81 via polysaccharides excreted","authors":"Yanzhou Zhang,&nbsp;Xingyao Tang,&nbsp;Limeng Wu,&nbsp;Min Shen,&nbsp;Yijun Kang","doi":"10.1002/clen.202300109","DOIUrl":"10.1002/clen.202300109","url":null,"abstract":"<p>The aim of this research was to assess the efficacy of different microbial strains in the decolorization of anthraquinone dyes. Strain R81 was obtained from a textile company's wastewater discharge for its remarkable ability to decolorize reactive blue 19 (RB19). By employing physiological and biochemical analyses, along with 16S rRNA gene sequencing, strain R81 was determined to be <i>Brevibacillus laterosporus</i>. After optimization, the decolorization rate achieved a peak of 86.24% over a 48-h timeframe, utilizing an initial dye concentration of 100 mg L<sup>–1</sup>. The decolorization capacity of strain R81 was observed to be impeded by heightened levels of salt and temperature in culture solutions, yet remained unaltered when R81 cells were directly introduced into dye solutions. Furthermore, cells that were induced through prior cultivation in a medium containing RB19 demonstrated enhanced efficacy in decolorization compared to noninduced cells. Subsequent analysis indicated that the development of biofilms and the synthesis of polysaccharides by strain R81 were augmented in a concentration-dependent fashion by RB19. Nevertheless, the decolorization efficacy of R81 was impeded by the existence of sodium dodecyl sulfate (SDS) and cetyltrimethylammonium bromide (CTAB), both of which possess the capacity to eliminate polysaccharides. The decolorization capabilities were reinstated by the SDS or CTAB eluent containing polysaccharides, suggesting a reliance on the presence of polysaccharides. The employment of stepwise diethylaminoethyl (DEAE)-cellulose chromatography and decolorization experiments elucidated the importance of a specific polysaccharide in the decolorization process. This study proposes a bacteria-derived polysaccharide as a promising remedy for treating dyeing wastewater contaminated with anthraquinones.</p>","PeriodicalId":10306,"journal":{"name":"Clean-soil Air Water","volume":"52 6","pages":""},"PeriodicalIF":1.7,"publicationDate":"2024-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140669084","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of COVID-19 lockdown on ambient air quality COVID-19 封锁对环境空气质量的影响
IF 1.7 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-21 DOI: 10.1002/clen.202300101
Özge Nur Çalik, Şenay Çetin Doğruparmak

The aim of this study was to evaluate the impact of pandemic-related lockdown on Turkey's air quality throughout time and space. For this purpose, statistical techniques were used to assess daily particulate matter (PM10), sulfur dioxide (SO2), nitrogen oxides and nitrogen dioxide (NOx and NO2), ozone (O3), and carbon monoxide (CO). The study's findings showed that, while the lockdown improved air quality in terms of air pollutant emissions, the most notable reduction was in NO2 and NOx emissions. When comparing the months prior to the pandemic (November 2019 to January 2020) with the months during the pandemic (November 2020 to January 2021), the declines in NO2 were 20%, 3%, and 0.5%, respectively. NOx emissions decreased by an average of 19% and 5% in November and December, respectively, and increased by an average of 16% in January during the pandemic. When the data for the 33 days of lockdown were compared to the data for the same 33 days the previous year, significant differences were determined at several Clean Air Centers, which were two for PM10, two for SO2, seven for NOx, four for NO2, two for CO, and three for O3, respectively. In this study, pollutant concentrations were found in the following ranges from November 2019 to January 2021: PM10: 3–208 µg m–3, SO2: 1–56 µg m–3, NOx: 6–600 µg m–3, NO2: 4–155 µg m–3, CO: 1–3921 µg m–3, and O3: 2–119 µg m–3. There were days that exceeded the limit values for PM10.

本研究旨在评估与大流行病相关的封锁在时间和空间上对土耳其空气质量的影响。为此,使用统计技术评估了每日颗粒物(PM10)、二氧化硫(SO2)、氮氧化物和二氧化氮(NOx 和 NO2)、臭氧(O3)和一氧化碳(CO)。研究结果表明,虽然封锁改善了空气污染物排放方面的空气质量,但最显著的减少是二氧化氮和氮氧化物的排放。将大流行前的月份(2019 年 11 月至 2020 年 1 月)与大流行期间的月份(2020 年 11 月至 2021 年 1 月)进行比较,二氧化氮的降幅分别为 20%、3% 和 0.5%。在大流行期间,11 月和 12 月的氮氧化物排放量分别平均减少了 19% 和 5%,而 1 月份则平均增加了 16%。将封锁期间 33 天的数据与上一年同样 33 天的数据进行比较,发现几个清洁空气中心的数据存在显著差异,分别为 PM10 两项、SO2 两项、NOx 七项、NO2 四项、CO 两项和 O3 三项。在本次研究中,发现 2019 年 11 月至 2021 年 1 月的污染物浓度范围如下:PM10: 3-208 µg m-3, SO2:1-56 µg m-3,氮氧化物:6-600 µg m-3,二氧化氮:4-155 µg m-34-155 µg m-3、CO:1-3921 µg m-3、O3:2-119 µg m-3。PM10 有几天超过限值。
{"title":"Effect of COVID-19 lockdown on ambient air quality","authors":"Özge Nur Çalik,&nbsp;Şenay Çetin Doğruparmak","doi":"10.1002/clen.202300101","DOIUrl":"10.1002/clen.202300101","url":null,"abstract":"<p>The aim of this study was to evaluate the impact of pandemic-related lockdown on Turkey's air quality throughout time and space. For this purpose, statistical techniques were used to assess daily particulate matter (PM<sub>10</sub>), sulfur dioxide (SO<sub>2</sub>), nitrogen oxides and nitrogen dioxide (NO<sub>x</sub> and NO<sub>2</sub>), ozone (O<sub>3</sub>), and carbon monoxide (CO). The study's findings showed that, while the lockdown improved air quality in terms of air pollutant emissions, the most notable reduction was in NO<sub>2</sub> and NO<sub>x</sub> emissions. When comparing the months prior to the pandemic (November 2019 to January 2020) with the months during the pandemic (November 2020 to January 2021), the declines in NO<sub>2</sub> were 20%, 3%, and 0.5%, respectively. NO<sub>x</sub> emissions decreased by an average of 19% and 5% in November and December, respectively, and increased by an average of 16% in January during the pandemic. When the data for the 33 days of lockdown were compared to the data for the same 33 days the previous year, significant differences were determined at several Clean Air Centers, which were two for PM<sub>10</sub>, two for SO<sub>2</sub>, seven for NO<sub>x</sub>, four for NO<sub>2</sub>, two for CO, and three for O<sub>3</sub>, respectively. In this study, pollutant concentrations were found in the following ranges from November 2019 to January 2021: PM<sub>10</sub>: 3–208 µg m<sup>–3</sup>, SO<sub>2</sub>: 1–56 µg m<sup>–3</sup>, NO<sub>x</sub>: 6–600 µg m<sup>–3</sup>, NO<sub>2</sub>: 4–155 µg m<sup>–3</sup>, CO: 1–3921 µg m<sup>–3</sup>, and O<sub>3</sub>: 2–119 µg m<sup>–3</sup>. There were days that exceeded the limit values for PM<sub>10</sub>.</p>","PeriodicalId":10306,"journal":{"name":"Clean-soil Air Water","volume":"52 6","pages":""},"PeriodicalIF":1.7,"publicationDate":"2024-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/clen.202300101","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140678230","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A simple methodology for in situ study of microplastics’ aggregation 现场研究微塑料聚集的简单方法
IF 1.7 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-21 DOI: 10.1002/clen.202300378
Gholamreza Bonyadinejad, Maryam Salehi

Due to the critical impacts of microplastic (MP) aggregation on their fate, mobility, and bioavailability, this study developed a simple approach to examine their aggregation under varying water chemistry and MPs’ surface aging conditions. An accelerated photodegradation experiment was conducted for 6 weeks. The water chemistry conditions varied by altering pH, using natural organic matter (NOM), and conducting experiments in ultrapure water and synthetic stormwater. The surface chemistry analysis of photodegraded MPs revealed the formation of carbonyl and vinyl functional groups. Zeta potential measurements revealed a more negative surface charge for photodegraded MPs compared to new MPs. The aggregation kinetics of MPs were studied by comparing the number of MP clusters formed over time after intense dispersion in water. The results showed that the presence of NOMs reduces the aggregation tendency of new low-density polyethylene MPs due to enhanced steric hindrance and electrostatic repulsion. However, variations of pH and utilizing synthetic stormwater versus ultrapure water did not alter the aggregation kinetics of new MPs. The aggregation behavior of photodegraded MPs was significantly different from new MPs. A greater tendency for aggregation of photodegraded MPs was found in the stormwater compared to the ultrapure water. This study contributes to a better understanding of the transport and fate of MPs within the aqueous environment and their subsequent environmental risks.

由于微塑料(MP)的聚集对其归宿、流动性和生物利用率有着至关重要的影响,本研究开发了一种简单的方法来检测微塑料在不同水化学和微塑料表面老化条件下的聚集情况。进行了为期 6 周的加速光降解实验。通过改变 pH 值、使用天然有机物(NOM)以及在超纯水和合成雨水中进行实验,水化学条件发生了变化。光降解 MPs 的表面化学分析显示形成了羰基和乙烯基官能团。Zeta 电位测量显示,与新的 MPs 相比,光降解 MPs 的表面电荷更负。通过比较在水中强烈分散后随时间推移形成的 MP 簇的数量,研究了 MP 的聚集动力学。结果表明,由于增强了立体阻碍和静电排斥,NOMs 的存在降低了新型低密度聚乙烯 MP 的聚集趋势。然而,pH 值的变化以及使用合成雨水和超纯水并不会改变新型 MP 的聚集动力学。光降解 MPs 的聚集行为与新 MPs 有明显不同。与超纯水相比,在雨水中发现光降解 MPs 的聚集趋势更大。这项研究有助于人们更好地了解 MPs 在水环境中的迁移和归宿及其后续环境风险。
{"title":"A simple methodology for in situ study of microplastics’ aggregation","authors":"Gholamreza Bonyadinejad,&nbsp;Maryam Salehi","doi":"10.1002/clen.202300378","DOIUrl":"10.1002/clen.202300378","url":null,"abstract":"<p>Due to the critical impacts of microplastic (MP) aggregation on their fate, mobility, and bioavailability, this study developed a simple approach to examine their aggregation under varying water chemistry and MPs’ surface aging conditions. An accelerated photodegradation experiment was conducted for 6 weeks. The water chemistry conditions varied by altering pH, using natural organic matter (NOM), and conducting experiments in ultrapure water and synthetic stormwater. The surface chemistry analysis of photodegraded MPs revealed the formation of carbonyl and vinyl functional groups. Zeta potential measurements revealed a more negative surface charge for photodegraded MPs compared to new MPs. The aggregation kinetics of MPs were studied by comparing the number of MP clusters formed over time after intense dispersion in water. The results showed that the presence of NOMs reduces the aggregation tendency of new low-density polyethylene MPs due to enhanced steric hindrance and electrostatic repulsion. However, variations of pH and utilizing synthetic stormwater versus ultrapure water did not alter the aggregation kinetics of new MPs. The aggregation behavior of photodegraded MPs was significantly different from new MPs. A greater tendency for aggregation of photodegraded MPs was found in the stormwater compared to the ultrapure water. This study contributes to a better understanding of the transport and fate of MPs within the aqueous environment and their subsequent environmental risks.</p>","PeriodicalId":10306,"journal":{"name":"Clean-soil Air Water","volume":"52 6","pages":""},"PeriodicalIF":1.7,"publicationDate":"2024-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140679214","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Short-term predictions of PM10 and NO2 concentrations in urban environments based on ARIMA search grid modeling 基于 ARIMA 搜索网格建模的城市环境中 PM10 和 NO2 浓度的短期预测
IF 1.7 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-21 DOI: 10.1002/clen.202300395
Bouzghiba Houria, Mendyl Abderrahmane, Khomsi Kenza, Géczi Gábor

Air pollution poses a persistent challenge for urban management departments and policymakers due to its significant health and economic impacts. Various cities worldwide have implemented diverse strategies and initiatives to enhance air quality monitoring and modeling standards. However, the outcomes of these efforts often manifest over the long term, leading to a preference for short-term statistical methods. The autoregressive integrated moving average (ARIMA) search grid modeling approach has gained widespread use for forecasting air quality. This paper presents a comprehensive time series analysis conducted to predict air quality in urban areas of Budapest, Hungary, with a focus on nitrogen dioxide (NO2) and particulate matter (PM10), using air quality data spanning from 2018 to 2022 for four monitoring categories: Urban traffic, industrial background, urban background, and suburban background. The study employs the ARIMA search grid method to forecast concentrations of these pollutants at multiple air quality monitoring stations based on Akaike information criteria (AIC) and the Bayesian information criteria (BIC) criteria along with the results of augmented Dickey–Fuller (ADF) test. The results demonstrate varying levels of forecast accuracy across different stations, indicating the model's effectiveness in short-term predicting of air quality. These findings are essential for assessing the reliability of air quality forecasts in Budapest and can inform decisions regarding air quality management and the development of strategies to address air pollution and particulate matter concerns in the region.

由于空气污染对健康和经济的重大影响,它对城市管理部门和决策者构成了持续的挑战。全球多个城市实施了各种战略和举措,以提高空气质量监测和建模标准。然而,这些努力的成果往往体现在长期方面,因此人们更倾向于使用短期统计方法。自回归综合移动平均(ARIMA)搜索网格建模方法已被广泛用于空气质量预测。本文利用 2018 年至 2022 年四个监测类别的空气质量数据,对匈牙利布达佩斯城区的空气质量进行了全面的时间序列分析预测,重点关注二氧化氮(NO2)和颗粒物(PM10):城市交通、工业背景、城市背景和郊区背景。研究采用 ARIMA 搜索网格法,根据 Akaike 信息准则 (AIC) 和贝叶斯信息准则 (BIC) 以及增强型 Dickey-Fuller (ADF) 检验结果,预测多个空气质量监测站的这些污染物的浓度。结果表明,不同站点的预测准确度各不相同,这表明该模型在短期预测空气质量方面非常有效。这些研究结果对于评估布达佩斯空气质量预测的可靠性至关重要,并可为空气质量管理决策以及该地区空气污染和颗粒物问题的应对策略制定提供参考。
{"title":"Short-term predictions of PM10 and NO2 concentrations in urban environments based on ARIMA search grid modeling","authors":"Bouzghiba Houria,&nbsp;Mendyl Abderrahmane,&nbsp;Khomsi Kenza,&nbsp;Géczi Gábor","doi":"10.1002/clen.202300395","DOIUrl":"10.1002/clen.202300395","url":null,"abstract":"<p>Air pollution poses a persistent challenge for urban management departments and policymakers due to its significant health and economic impacts. Various cities worldwide have implemented diverse strategies and initiatives to enhance air quality monitoring and modeling standards. However, the outcomes of these efforts often manifest over the long term, leading to a preference for short-term statistical methods. The autoregressive integrated moving average (ARIMA) search grid modeling approach has gained widespread use for forecasting air quality. This paper presents a comprehensive time series analysis conducted to predict air quality in urban areas of Budapest, Hungary, with a focus on nitrogen dioxide (NO<sub>2</sub>) and particulate matter (PM<sub>10</sub>), using air quality data spanning from 2018 to 2022 for four monitoring categories: Urban traffic, industrial background, urban background, and suburban background. The study employs the ARIMA search grid method to forecast concentrations of these pollutants at multiple air quality monitoring stations based on Akaike information criteria (AIC) and the Bayesian information criteria (BIC) criteria along with the results of augmented Dickey–Fuller (ADF) test. The results demonstrate varying levels of forecast accuracy across different stations, indicating the model's effectiveness in short-term predicting of air quality. These findings are essential for assessing the reliability of air quality forecasts in Budapest and can inform decisions regarding air quality management and the development of strategies to address air pollution and particulate matter concerns in the region.</p>","PeriodicalId":10306,"journal":{"name":"Clean-soil Air Water","volume":"52 6","pages":""},"PeriodicalIF":1.7,"publicationDate":"2024-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/clen.202300395","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140678792","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cover Picture: Clean Soil Air Water. 4/2024 封面图片:清洁的土壤 空气 水。4/2024
IF 1.7 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-18 DOI: 10.1002/clen.202470041
{"title":"Cover Picture: Clean Soil Air Water. 4/2024","authors":"","doi":"10.1002/clen.202470041","DOIUrl":"https://doi.org/10.1002/clen.202470041","url":null,"abstract":"","PeriodicalId":10306,"journal":{"name":"Clean-soil Air Water","volume":"52 4","pages":""},"PeriodicalIF":1.7,"publicationDate":"2024-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/clen.202470041","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140606412","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Masthead: Clean Soil Air Water. 4/2024 刊头:清洁土壤、空气和水。4/2024
IF 1.7 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-18 DOI: 10.1002/clen.202470042
{"title":"Masthead: Clean Soil Air Water. 4/2024","authors":"","doi":"10.1002/clen.202470042","DOIUrl":"https://doi.org/10.1002/clen.202470042","url":null,"abstract":"","PeriodicalId":10306,"journal":{"name":"Clean-soil Air Water","volume":"52 4","pages":""},"PeriodicalIF":1.7,"publicationDate":"2024-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/clen.202470042","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140606413","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Univariate versus multivariate flood frequency analysis in tropical region: Employing two classes of hydrological models 热带地区单变量与多变量洪水频率分析:采用两类水文模型
IF 1.7 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-11 DOI: 10.1002/clen.202300351
Proloy Deb, Pragnaditya Malakar, Pradip Kumar Bora, Swatantra Kumar Dubey
Flood frequency analysis is critical in flood planning and management and hydraulic structures design. While univariate flood frequency analysis (using the peak flow) is still widely employed in developing countries, how does it compare to the robust copula‐based bivariate flood frequency analysis remains unknown. Moreover, there is also a decade‐long critical question whether less data requiring hydrological models can be an alternate to the data‐intensive models in flood prediction, especially in a developing tropical country like India? To answer these questions, this study aims in comparing two types of hydrological models (IHACRES, a less data requiring model, and VIC‐3L, a data‐intensive model) in simulating the peak flows, following which the simulated peak flows are used in a detailed comparison of the univariate and bivariate flood frequency analysis. The results indicate that the data‐intensive fully distributed hydrological model performs poorly relative to the conceptually lumped IHACRES model at the study catchment in simulating the peak flows. Moreover, both univariate and copula‐based bivariate flood frequency analyses show similar peak flows for a given return period at the study catchment. Given that bivariate flood frequency analysis accounts for both peak flow and flood volume, it is recommended over the univariate flood frequency analysis since the results are widely applicable for flood planning and hydraulic structure designing the developing countries.
洪水频率分析对于洪水规划和管理以及水力结构设计至关重要。虽然单变量洪水频率分析(使用峰值流量)在发展中国家仍被广泛使用,但它与基于协整的稳健双变量洪水频率分析相比如何,仍是一个未知数。此外,还有一个长达十年之久的关键问题:对数据要求较低的水文模型能否替代数据密集型模型进行洪水预测,尤其是在印度这样的热带发展中国家?为了回答这些问题,本研究旨在比较两种水文模型(数据要求较低的 IHACRES 模型和数据密集型模型 VIC-3L)在模拟峰值流量方面的优劣,然后利用模拟的峰值流量对单变量和双变量洪水频率分析进行详细比较。结果表明,在研究集水区,数据密集型全分布式水文模型在模拟洪峰流量方面的表现要差于概念上的块状 IHACRES 模型。此外,单变量洪水频率分析和基于协方差的双变量洪水频率分析均显示,在研究流域的给定回归期内,洪峰流量相似。鉴于双变量洪水频率分析同时考虑了洪峰流量和洪水量,因此建议采用双变量洪水频率分析,而不是单变量洪水频率分析,因为其结果可广泛应用于发展中国家的洪水规划和水力结构设计。
{"title":"Univariate versus multivariate flood frequency analysis in tropical region: Employing two classes of hydrological models","authors":"Proloy Deb, Pragnaditya Malakar, Pradip Kumar Bora, Swatantra Kumar Dubey","doi":"10.1002/clen.202300351","DOIUrl":"https://doi.org/10.1002/clen.202300351","url":null,"abstract":"Flood frequency analysis is critical in flood planning and management and hydraulic structures design. While univariate flood frequency analysis (using the peak flow) is still widely employed in developing countries, how does it compare to the robust copula‐based bivariate flood frequency analysis remains unknown. Moreover, there is also a decade‐long critical question whether less data requiring hydrological models can be an alternate to the data‐intensive models in flood prediction, especially in a developing tropical country like India? To answer these questions, this study aims in comparing two types of hydrological models (IHACRES, a less data requiring model, and VIC‐3L, a data‐intensive model) in simulating the peak flows, following which the simulated peak flows are used in a detailed comparison of the univariate and bivariate flood frequency analysis. The results indicate that the data‐intensive fully distributed hydrological model performs poorly relative to the conceptually lumped IHACRES model at the study catchment in simulating the peak flows. Moreover, both univariate and copula‐based bivariate flood frequency analyses show similar peak flows for a given return period at the study catchment. Given that bivariate flood frequency analysis accounts for both peak flow and flood volume, it is recommended over the univariate flood frequency analysis since the results are widely applicable for flood planning and hydraulic structure designing the developing countries.","PeriodicalId":10306,"journal":{"name":"Clean-soil Air Water","volume":"57 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2024-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140598441","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Green synthesis of metal nanoparticles from Codium macroalgae for wastewater pollutants removal by adsorption 从大型藻类中绿色合成金属纳米颗粒,用于吸附去除废水中的污染物
IF 1.7 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-11 DOI: 10.1002/clen.202300187
Muradiye Şahin, Yasin Arslan, Fatma Tomul, Füsun Akgül, Rıza Akgül

Algae have adsorption properties and reducing agents due to their rich content. In this study, palladium nanoparticles (Pd NP), platinum nanoparticles (Pt NP), and iron oxide nanoparticles (Fe3O4 NP) were prepared from Codium macroalgae using green synthesis. The structure of the synthesized nanoparticles was elucidated by X-ray diffractometry, Fourier transforms infrared spectroscopy, Brunauer–Emmett–Teller analysis, transmission electron microscopy, ultraviolet-visible spectroscopy and scanning electron microscopy-energy dispersive X-ray spectrometry and their use as nanoadsorbents for the removal of pollutants from aqueous media was investigated in detail. Naproxen (NPX), an anti-inflammatory drug, and the dyes methylene blue (MB) and cresol red (CR) were selected as pollutants for this study. Batch adsorption experiments were conducted using both real wastewater obtained from the Organised Industrial Zone of Isparta Province and synthetic water samples prepared with tap water from Burdur Province and pure water. Under optimum adsorption conditions, Pd NP showed significant efficiency in the real wastewater sample, with an adsorption capacity of 37.19 and 50.03 mg g–1 for CR and NPX, respectively, within 150 min. In comparison, Pt NP showed an adsorption capacity of 40.01 mg g–1 for MB within the same timeframe. These findings indicate that while Pd NP showed the highest adsorption capacity for both CR and NPX, Pt NP showed the highest adsorption capacity for MB. The Langmuir model and the pseudo-second-order equation were more suitable to describe the adsorption behavior of CR, MB, and NPX. In addition, studies on the desorption and reusability of the nanoadsorbents were carried out under the same optimum experimental conditions.

藻类因其含量丰富而具有吸附性和还原剂的特性。本研究采用绿色合成法,从大叶藻类中制备了钯纳米颗粒(Pd NP)、铂纳米颗粒(Pt NP)和氧化铁纳米颗粒(Fe3O4 NP)。通过 X 射线衍射仪、傅立叶变换红外光谱仪、布鲁瑙尔-艾美特-泰勒分析法、透射电子显微镜、紫外-可见光谱仪和扫描电子显微镜-能量色散 X 射线光谱仪阐明了合成纳米粒子的结构,并详细研究了它们作为纳米吸附剂去除水介质中污染物的用途。本研究选择了消炎药萘普生(NPX)、染料亚甲基蓝(MB)和甲酚红(CR)作为污染物。利用从伊斯帕尔塔省有组织工业区获得的真实废水以及用布尔杜尔省自来水和纯净水制备的合成水样进行了批量吸附实验。在最佳吸附条件下,Pd NP 在实际废水样品中表现出显著的吸附效率,150 分钟内对 CR 和 NPX 的吸附容量分别为 37.19 和 50.03 mg g-1。相比之下,铂氮磷在相同时间内对甲基溴的吸附容量为 40.01 mg g-1。这些结果表明,Pd NP 对 CR 和 NPX 的吸附能力最高,而 Pt NP 对 MB 的吸附能力最高。Langmuir 模型和伪秒阶方程更适合描述 CR、MB 和 NPX 的吸附行为。此外,在相同的最佳实验条件下,还对纳米吸附剂的解吸和再利用能力进行了研究。
{"title":"Green synthesis of metal nanoparticles from Codium macroalgae for wastewater pollutants removal by adsorption","authors":"Muradiye Şahin,&nbsp;Yasin Arslan,&nbsp;Fatma Tomul,&nbsp;Füsun Akgül,&nbsp;Rıza Akgül","doi":"10.1002/clen.202300187","DOIUrl":"10.1002/clen.202300187","url":null,"abstract":"<p>Algae have adsorption properties and reducing agents due to their rich content. In this study, palladium nanoparticles (Pd NP), platinum nanoparticles (Pt NP), and iron oxide nanoparticles (Fe<sub>3</sub>O<sub>4</sub> NP) were prepared from <i>Codium macroalgae</i> using green synthesis. The structure of the synthesized nanoparticles was elucidated by X-ray diffractometry, Fourier transforms infrared spectroscopy, Brunauer–Emmett–Teller analysis, transmission electron microscopy, ultraviolet-visible spectroscopy and scanning electron microscopy-energy dispersive X-ray spectrometry and their use as nanoadsorbents for the removal of pollutants from aqueous media was investigated in detail. Naproxen (NPX), an anti-inflammatory drug, and the dyes methylene blue (MB) and cresol red (CR) were selected as pollutants for this study. Batch adsorption experiments were conducted using both real wastewater obtained from the Organised Industrial Zone of Isparta Province and synthetic water samples prepared with tap water from Burdur Province and pure water. Under optimum adsorption conditions, Pd NP showed significant efficiency in the real wastewater sample, with an adsorption capacity of 37.19 and 50.03 mg g<sup>–1</sup> for CR and NPX, respectively, within 150 min. In comparison, Pt NP showed an adsorption capacity of 40.01 mg g<sup>–1</sup> for MB within the same timeframe. These findings indicate that while Pd NP showed the highest adsorption capacity for both CR and NPX, Pt NP showed the highest adsorption capacity for MB. The Langmuir model and the pseudo-second-order equation were more suitable to describe the adsorption behavior of CR, MB, and NPX. In addition, studies on the desorption and reusability of the nanoadsorbents were carried out under the same optimum experimental conditions.</p>","PeriodicalId":10306,"journal":{"name":"Clean-soil Air Water","volume":"52 5","pages":""},"PeriodicalIF":1.7,"publicationDate":"2024-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/clen.202300187","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140598597","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessment of environmental odor pollution using a dispersion model in an industrialized urban area of Kocaeli, Turkey 利用扩散模型评估土耳其科贾埃利工业化城市地区的环境气味污染情况
IF 1.7 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2024-03-26 DOI: 10.1002/clen.202300221
Burcu Ergün Yüksel, Şenay Çetin Doğruparmak, Beyhan Pekey, Hakan Pekey

The main goal of the present study was to highlight how crucial odor evaluation methods may be for raising the general standard of living in a region. For this, the dispersion of odor concentrations detected by an olfactometric method in an area of Kocaeli, Turkey, where odor problems are frequently experienced, was investigated using the AERMOD atmospheric dispersion modeling system. According to the findings of the olfactometric measurement, the mean odor concentrations in the industrial area was high at 1342 OU m–3, while in the residential areas the values were lower, at 578 OU m–3 within the selected study area. As a result of the modeling study, the maximum odor concentration was 2081 OU m–3 at the 1 h. The model also showed that the coordinate points where the maximum odor concentration was observed changed with time, and that the concentrations recorded at the 1 h may decrease by as much as 88%–91% at the 24 h. In the study, a survey was also conducted to identify possible effects of odor pollution on people. The survey findings showed a statistically significant difference (p < 0.05) between the two areas (industrial and residential) for seven variables of a total 28. We suggest that measuring odor concentrations, modeling their distribution, and conducting surveys are effective methods when managing the urban planning process.

本研究的主要目的是强调气味评估方法对于提高一个地区的总体生活水平有多么重要。为此,研究人员使用 AERMOD 大气扩散建模系统,对土耳其科贾埃利一个经常出现异味问题的地区通过嗅觉测量法检测到的异味浓度的扩散情况进行了调查。根据嗅觉测量的结果,在选定的研究区域内,工业区的平均气味浓度高达 1342 OU m-3,而居民区的值则较低,为 578 OU m-3。该模型还显示,观测到最大气味浓度的坐标点会随着时间的推移而变化,1 小时内记录的浓度在 24 小时内可能会下降 88%-91% 之多。调查结果显示,在两个区域(工业区和住宅区)的 28 个变量中,有 7 个变量在统计学上存在显著差异(p < 0.05)。我们建议,在管理城市规划过程中,测量气味浓度、建立气味分布模型和开展调查是有效的方法。
{"title":"Assessment of environmental odor pollution using a dispersion model in an industrialized urban area of Kocaeli, Turkey","authors":"Burcu Ergün Yüksel,&nbsp;Şenay Çetin Doğruparmak,&nbsp;Beyhan Pekey,&nbsp;Hakan Pekey","doi":"10.1002/clen.202300221","DOIUrl":"10.1002/clen.202300221","url":null,"abstract":"<p>The main goal of the present study was to highlight how crucial odor evaluation methods may be for raising the general standard of living in a region. For this, the dispersion of odor concentrations detected by an olfactometric method in an area of Kocaeli, Turkey, where odor problems are frequently experienced, was investigated using the AERMOD atmospheric dispersion modeling system. According to the findings of the olfactometric measurement, the mean odor concentrations in the industrial area was high at 1342 OU m<sup>–3</sup>, while in the residential areas the values were lower, at 578 OU m<sup>–3</sup> within the selected study area. As a result of the modeling study, the maximum odor concentration was 2081 OU m<sup>–3</sup> at the 1 h. The model also showed that the coordinate points where the maximum odor concentration was observed changed with time, and that the concentrations recorded at the 1 h may decrease by as much as 88%–91% at the 24 h. In the study, a survey was also conducted to identify possible effects of odor pollution on people. The survey findings showed a statistically significant difference (<i>p</i> &lt; 0.05) between the two areas (industrial and residential) for seven variables of a total 28. We suggest that measuring odor concentrations, modeling their distribution, and conducting surveys are effective methods when managing the urban planning process.</p>","PeriodicalId":10306,"journal":{"name":"Clean-soil Air Water","volume":"52 5","pages":""},"PeriodicalIF":1.7,"publicationDate":"2024-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/clen.202300221","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140301654","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Clean-soil Air Water
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1