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Batch and continuous fixed bed adsorption of copper (II) from acid mine drainage (AMD) using green and recyclable adsorbent from cellulose microcrystals (CMCs). 使用绿色可回收纤维素微晶(CMCs)吸附剂批量和连续固定床吸附酸性矿山排水(AMD)中的铜(II)。
IF 1.9 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-01-01 Epub Date: 2024-11-18 DOI: 10.1080/10934529.2024.2429284
Musamba Banza, Tumisang Seodigeng, Sibali Linda, Mwabanua Mutabi Christian, Sebastien Owona, Papy Musampa

The CMCs are viable materials for applications in industry and process innovation for removing heavy metal ions since they may be used in static and dynamic adsorption processes. It is necessary to develop simple, low-cost water treatment methods that use organic, biodegradable polymers such as nanomaterial-modified cellulose microcrystals. The column technique was used to investigate the effects of operational parameters such as pH, bed depth, concentration and flow rate. The input concentrations of 20, 40, 80 and 120 mg L-1, feed flow rates of 5, 10, 15 and 20 mL min-1, and bed heights of 5, 7.5, 10 and 12.5 cm. Experimental findings showed that the adsorption capacity decreased with increasing flow rate and increased with bed depth and input concentration, which were among the breakthrough parameters evaluated. The optimum adsorption capacity of 258.09 ± 0.96 mg g-1 was found to be achieved with an ideal pH of 6, an initial concentration of 200 mg L-1, a contact period of 300 min, and a dosage of 5 g/200 mL. The Langmuir model best fits the adsorption of indigo carmine, whereas the pseudo-second-order model, which governs the adsorption mechanism, may be described by physisorption combined with chemisorption. From a thermodynamic perspective, the adsorption was exothermic and spontaneous. In continuous adsorption, the Yoon-Nelson and Thomas models provided a good match for the hole curve, whereas the Bohart-Adams model fitted the breakthrough curve's initial portion ((Ct/C0) <0.5) perfectly. A three-dimensional adsorbent that has been chemically modified. The chemically modified CMCs adsorbent was characterized using FTIR, SEM and TGA.

由于 CMC 可用于静态和动态吸附过程,因此是工业应用和工艺创新中去除重金属离子的可行材料。有必要开发使用有机、可生物降解聚合物(如纳米材料改性纤维素微晶)的简单、低成本水处理方法。采用柱技术研究了 pH 值、床层深度、浓度和流速等操作参数的影响。输入浓度分别为 20、40、80 和 120 mg L-1,进料流速分别为 5、10、15 和 20 mL min-1,床层高度分别为 5、7.5、10 和 12.5 cm。实验结果表明,吸附容量随流速的增加而减少,随床层深度和输入浓度的增加而增加,这也是所评估的突破性参数之一。在理想 pH 值为 6、初始浓度为 200 mg L-1、接触时间为 300 分钟、用量为 5 g/200 mL 的条件下,最佳吸附容量为 258.09 ± 0.96 mg g-1。朗缪尔模型最适合靛蓝胭脂红的吸附,而支配吸附机理的假二阶模型可能是由物理吸附结合化学吸附来描述的。从热力学角度看,吸附是放热和自发的。在连续吸附过程中,Yoon-Nelson 和 Thomas 模型很好地匹配了空穴曲线,而 Bohart-Adams 模型则拟合了突破曲线的初始部分((Ct/C0)
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引用次数: 0
Technological characterization and environment-friendly possibilities to reuse water treatment sludge in building materials. 在建筑材料中再利用水处理污泥的技术特征和环保可能性。
IF 1.9 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-01-01 Epub Date: 2024-06-17 DOI: 10.1080/10934529.2024.2367353
J B Reis, W M K Levandoski, M Krogel, S T Ferrazzo, G D L Pasquali, E P Korf

Water treatment plants (WTPs) produce thousands of tons of sludge annually, which is destined for landfill disposal, an environmentally and economically impractical alternative. Chemical, mineralogical, and morphological characterization besides environmental classification has been performed for WTP sludge and it was evaluated application potential in building materials, from a literature review. The characterization was carried out by X-ray fluorescence spectrometry, X-ray diffraction, scanning electron microscopy analysis, and leaching and solubilization tests. The results show that the presence of activated charcoal residues from water treatment in one type of sludge was of little relevance for changes in the properties of the waste. Both sludges have a wide range of particle sizes, consisting mainly of silica, aluminum and iron oxides, as well as kaolinite, quartz, and iron minerals. Special attention must be paid to the solubilization of metallic contaminants to avoid contamination risks and order to make the application safer and more effective, it is necessary to study deeply ways to inert the WTP sludge. The sludges studied have a high potential for application in ceramic products, mortars, geopolymers and concrete paving stones. Depending on the type of building material, different contents of sludge in natural or calcined state can be incorporated.

水处理厂(WTPs)每年产生数千吨污泥,这些污泥被送往垃圾填埋场处理,这在环境和经济上都是不切实际的选择。除了环境分类外,还对水处理厂污泥进行了化学、矿物学和形态学表征,并根据文献综述评估了其在建筑材料中的应用潜力。表征是通过 X 射线荧光光谱法、X 射线衍射法、扫描电子显微镜分析以及浸出和溶解试验进行的。结果表明,一种污泥中存在水处理活性炭残留物与废物性质的变化关系不大。这两种污泥的粒度范围很广,主要由二氧化硅、铝和铁氧化物以及高岭石、石英和铁矿物组成。必须特别注意金属污染物的溶解,以避免污染风险,为了使应用更安全、更有效,有必要深入研究水处理厂污泥的惰性化方法。所研究的污泥在陶瓷产品、灰泥、土工聚合物和混凝土铺路石中的应用潜力很大。根据建筑材料的类型,可以加入不同含量的天然或煅烧状态的污泥。
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引用次数: 0
Ecotoxicological studies of direct and indirect genotoxicity with Artemia: a integrative review. 蒿属鱼直接和间接遗传毒性的生态毒理学研究:综述。
IF 1.9 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-01-01 Epub Date: 2024-08-01 DOI: 10.1080/10934529.2024.2384216
Clessius Ribeiro de Souza, Gabriel Souza-Silva, Fernanda Viana Moreira Silva, Paula von Randow Cardoso, Walter Dos Santos Lima, Cíntia Aparecida de Jesus Pereira, Marcos Paulo Gomes Mol, Micheline Rosa Silveira

Artemia is a brine shrimp genus adapted to extreme habitats like ranges salinity from 5-25 g/L and in temperatures from 9 to 35 °C. It is widely distributed and used as an environmental quality biomarker. Artemia franciscana and Artemia salina species are commonly used in ecotoxicological studies and genotoxicity assays due to their short life cycle, high fecundity rate, easy culture, and availability. Thus, considering the importance of these tests in ecotoxicological studies, the present study aimed to present Artemia genus as a biological model in genotoxicity research. To this end, we reviewed the literature, analyzing data published until July 2023 in the Web of Science, SCOPUS, Embase, and PubMed databases. After screening, we selected 34 studies in which the genotoxicity of Artemia for various substances. This review presents the variability of the experimental planning of assays and biomarkers in genotoxicity using Artemia genus as a biological model for ecotoxicological studies and show the possibility of monitoring biochemical alterations and genetic damage effects. Also highlight innovative technologies such as transcriptomic and metabolomic analysis, as well as studies over successive generations to identify changes in DNA and consequently in gene expression.

蒿属盐水虾是一种适应极端生境的虾类,如盐度范围为 5-25 g/L,温度范围为 9-35 °C。它分布广泛,被用作环境质量的生物标志物。Artemia franciscana 和 Artemia salina 由于其生命周期短、繁殖率高、易于养殖且容易获得,通常用于生态毒理学研究和遗传毒性试验。因此,考虑到这些试验在生态毒理学研究中的重要性,本研究旨在将蒿属作为一种生物模型用于遗传毒性研究。为此,我们查阅了相关文献,分析了截至 2023 年 7 月在 Web of Science、SCOPUS、Embase 和 PubMed 数据库中发表的数据。经过筛选,我们选出了 34 篇研究Artemia 对各种物质的遗传毒性的文章。这篇综述介绍了以Artemia属作为生态毒理学研究的生物模型,在遗传毒性实验规划和生物标志物方面的可变性,并展示了监测生化改变和遗传损伤效应的可能性。此外,还重点介绍了转录组和代谢组分析等创新技术,以及对连续几代人进行的研究,以确定 DNA 的变化,进而确定基因表达的变化。
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引用次数: 0
Highly efficient adsorption of natural organic matter from aqueous solutions by macroporous weakly basic anion exchange resin: performance, mechanism, and fixed - bed column. 大孔弱碱性阴离子交换树脂对水溶液中天然有机物的高效吸附:性能、机理和固定床柱。
IF 1.9 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-01-01 Epub Date: 2024-12-13 DOI: 10.1080/10934529.2024.2433361
Xingdi Ma, Yangxue Liu, Zhonglin Chen, Yingxu Gong, Binyuan Wang, Jimin Shen, Jing Kang, Pengwei Yan, Shengxin Zhao

In this study, humic acid was used as a model pollutant to investigate the removal effect of a macroporous weakly alkaline anion exchange resin D301 on natural organic matter (NOM) in water. 3D fluorescence spectroscopy, UV - visible spectrophotometry and Fourier transform infrared (FTIR) spectroscopy were employed to analyze changes in the physical and chemical properties of humic acid solution and natural water samples before and after resin adsorption. The results showed that using humic acid as a model pollutant to simulate NOM in water is feasible. Through kinetic and thermodynamic analysis, ion exchange was identified as the dominant mechanism for the adsorption of organic matter by D301 resin. According to the Langmuir adsorption isotherm, the maximum adsorption capacity of the resin was 37.78 mg/g. The adsorption of NOM by the exchange resin effectively conformed to the Thomas, Yoon - Nelson, and BDST models, offering a reliable basis for practical application prediction. Using sodium chloride solution as the regeneration solution for D301 resin column, after several regenerations, the adsorption efficiency of the resin did not change significantly, which indicated that the anion - exchange resin can be used as an efficient and reusable adsorbent for the removal of NOM from water.

本研究以腐植酸为模型污染物,研究大孔弱碱性阴离子交换树脂 D301 对水中天然有机物(NOM)的去除效果。采用三维荧光光谱法、紫外可见分光光度法和傅立叶变换红外光谱法分析了腐植酸溶液和天然水样在树脂吸附前后的理化性质变化。结果表明,以腐植酸为模型污染物来模拟水中的 NOM 是可行的。通过动力学和热力学分析,确定离子交换是 D301 树脂吸附有机物的主要机制。根据 Langmuir 吸附等温线,该树脂的最大吸附容量为 37.78 毫克/克。交换树脂对 NOM 的吸附有效地符合 Thomas、Yoon - Nelson 和 BDST 模型,为实际应用预测提供了可靠的依据。以氯化钠溶液作为 D301 树脂柱的再生液,经过多次再生后,树脂的吸附效率没有明显变化,这表明阴离子交换树脂可作为一种高效、可重复使用的吸附剂用于去除水中的 NOM。
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引用次数: 0
Water remediation with a dielectric-free portable triple-electrode cold plasma discharge system. 无介质便携式三电极冷等离子体放电系统的水修复。
IF 1.9 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-01-01 Epub Date: 2025-02-06 DOI: 10.1080/10934529.2025.2463768
Prathana Sutjitjoon, Wasin Nupangtha, Kamtorn Saidarasamoot, Kitsakorn Locharoenrat, Sarai Lekchaum

This paper presents the design and application of a portable multi-electrode cold plasma corona discharge system for pollutant degradation in wastewater. The system generated stable plasma without a dielectric barrier, producing active species such as hydroxyl radicals, hydrogen peroxide, nitrite, and nitrate. The experimental results presented a pollutant degradation efficiency of 100%, reducing methylene blue as a model pollutant from 6 ppm to 0 ppm within 125 s at an optimized electrode distance of 0.20 cm. This optimization minimizes the risks associated with the arcing and self-collision of plasma streams while sustaining continuous plasma discharge, ensuring the maximum breakdown voltage and high ion density for efficient plasma production. The system further demonstrated its application in treating hand washing as a target pollutant to reduce the risk of infection during the COVID-19 pandemic. A comparative analysis highlighted the advantages of the system in terms of rapid treatment, energy efficiency, and low-cost operation. The processed water met the World Health Organization (WHO) wastewater discharge standards and WHO guidelines for virus elimination, with residual nitrogen compounds maintained below 50 ppm and hydrogen peroxide levels kept under 5,000 ppm, confirming the effectiveness of the system in pathogen reduction and wastewater purification.

介绍了一种便携式多电极冷等离子体电晕放电系统的设计与应用。该系统产生稳定的等离子体,没有介电屏障,产生活性物质,如羟基自由基、过氧化氢、亚硝酸盐和硝酸盐。实验结果表明,在优化的电极距离为0.20 cm时,污染物降解效率为100%,在125 s内将模型污染物亚甲基蓝从6 ppm降至0 ppm。这种优化最大限度地降低了等离子体流的电弧和自碰撞风险,同时保持了连续的等离子体放电,确保了最大的击穿电压和高离子密度,从而实现了高效的等离子体生产。该系统进一步展示了其在COVID-19大流行期间将洗手作为目标污染物以降低感染风险的应用。对比分析突出了该系统在快速处理、能源效率和低成本运行方面的优势。处理后的水符合世界卫生组织(WHO)废水排放标准和WHO消除病毒指南,残留氮化合物保持在50 ppm以下,过氧化氢水平保持在5000 ppm以下,证实了该系统在减少病原体和净化废水方面的有效性。
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引用次数: 0
The impact of ozone treatment on the removal effectiveness of various refractory compounds in wastewater from petroleum refineries. 臭氧处理对石油炼制废水中各种难降解化合物去除效果的影响。
IF 2.1 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-01-01 Epub Date: 2024-05-10 DOI: 10.1080/10934529.2024.2348417
Nkosinathi Khoza, Tumisang Seodigeng, Musamba Banza, Aoyi Ochieng

Large volumes of wastewater are generated during petroleum refining processes. Petroleum refinery wastewater (PRW) can contain highly toxic compounds that can harm the environment. These toxic compounds can be a challenge in biological treatment technologies due to the effects of these compounds on microorganisms. These challenges can be overcome by using ozone (O3) as a standalone or as a pretreatment to the biological treatment. Ozone was used in this study to degrade the organic pollutants in the heavily contaminated PRW from a refinery in Mpumalanga province of South Africa. The objective was achieved by treating the raw PRW using ozone at different ozone treatment times (15, 30, 45, and 60 min) at a fixed ozone concentration of 3.53 mg/dm3. The ozone treatment was carried out in a 2-liter custom-designed plexiglass cylindrical reactor. Ozone was generated from an Eco-Lab-24 corona discharge ozone generator using clean, dry air from the Afrox air cylinder as feed. The chemical oxygen demand, gas chromatograph characterization, and pH analysis were performed on the pretreated and post-treated PRW samples to ascertain the impact of the ozone treatment. The ozone treatment was effective in reducing the benzene, toluene, ethylbenzene, and xylenes (BTEX) compounds in the PRW. The 60-min ozone treatment of different BTEX pollutants in the PRW resulted in the following percentage reduction: benzene 95%, toluene 77%, m + p-xylene 70%, ethylbenzene 69%, and o-xylene 65%. This study has shown the success of using ozone in reducing the toxic BTEX compounds in a heavily contaminated PRW.

石油提炼过程中会产生大量废水。石油提炼废水(PRW)可能含有剧毒化合物,会对环境造成危害。由于这些有毒化合物会对微生物产生影响,因此对生物处理技术来说是一个挑战。这些挑战可以通过使用臭氧(O3)作为生物处理的独立或预处理来克服。本研究使用臭氧来降解南非姆普马兰加省一家炼油厂严重污染的 PRW 中的有机污染物。在固定的臭氧浓度为 3.53 mg/dm3 的条件下,使用不同的臭氧处理时间(15、30、45 和 60 分钟)来处理未处理的废水,从而达到目的。臭氧处理在一个 2 升定制有机玻璃圆柱形反应器中进行。臭氧由 Eco-Lab-24 型电晕放电臭氧发生器产生,进料为 Afrox 气瓶中的洁净干燥空气。对预处理和后处理的 PRW 样品进行了化学需氧量、气相色谱仪表征和 pH 值分析,以确定臭氧处理的影响。臭氧处理能有效减少 PRW 中的苯、甲苯、乙苯和二甲苯(BTEX)化合物。经过 60 分钟的臭氧处理后,珠江废水中不同的 BTEX 污染物减少了以下百分比:苯 95%、甲苯 77%、间+对二甲苯 70%、乙苯 69%、邻二甲苯 65%。这项研究表明,使用臭氧可以成功地减少受到严重污染的污水厂中有毒的 BTEX 化合物。
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引用次数: 0
Decolorization enhancement of basic fuchsin by UV/H2O2 process: optimization and modeling using Box Behnken design. 紫外线/H2O2 工艺对碱性品红的脱色增效:利用盒式贝肯设计进行优化和建模。
IF 1.9 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-01-01 Epub Date: 2024-06-21 DOI: 10.1080/10934529.2024.2369432
Nawel El Hanafi, Aida Zaabar, Farid Aoudjit, Hakim Lounici

The present work deals with the optimization of basic fuchsin dye removal from an aqueous solution using the ultraviolet UV/H2O2 process. Response Surface Modeling (RSM) based on Box-Behnken experimental design (BBD) was applied as a tool for the optimization of operating conditions such as initial dye concentration (10-50 ppm), hydrogen peroxide dosage (H2O2) (10-20 mM/L) and irradiation time (60-180 min), at pH = 7.4 under ultra-violet irradiation (254 nm and 25 W intensity). Chemical oxygen demand (COD abatement) was used as a response variable. The Box-Behnken Design can be employed to develop a mathematical model for predicting UV/H2O2 performance for COD abatement. COD abatement is sensitive to the concentration of hydrogen peroxide and irradiation time. Statistical analyses indicate a high correlation between observed and predicted values (R2 > 0.98). In the BBD predictions, the optimal conditions in the UV/H2O2 process for removing 99.3% of COD were found to be low levels of pollutant concentration (10 ppm), a high concentration of hydrogen peroxide dosage (20 mM/L), and an irradiation time of 80 min.

本研究涉及利用紫外线 UV/H2O2 工艺从水溶液中去除碱性染料的优化问题。在紫外线照射(254 纳米和 25 瓦强度)下,pH=7.4 条件下,应用基于方框-贝肯实验设计(BBD)的响应面建模(RSM)作为优化操作条件的工具,如初始染料浓度(10-50 ppm)、过氧化氢用量(H2O2)(10-20 mM/L)和照射时间(60-180 分钟)。化学需氧量(COD 减量)被用作响应变量。方框-贝肯设计(Box-Behnken Design)可用于建立一个数学模型,以预测紫外线/二氧化氢去除 COD 的性能。COD 消减量对过氧化氢浓度和辐照时间很敏感。统计分析表明,观测值和预测值之间具有很高的相关性(R2 > 0.98)。在 BBD 预测中,发现紫外线/H2O2 工艺去除 99.3% COD 的最佳条件是污染物浓度低(10 ppm)、过氧化氢用量浓度高(20 mM/L)和辐照时间为 80 分钟。
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引用次数: 0
Biogenic and risk elements in wild boar testes and relation to spermatozoa motility. 野猪睾丸中的生物元素和风险元素以及与精子活力的关系。
IF 1.9 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-01-01 Epub Date: 2024-11-05 DOI: 10.1080/10934529.2024.2422218
Marko Halo, Filip Tirpák, Michal Miškeje, Marzena Albrycht, Martin Massányi, Lucia Dianová, Michal Lenický, Jiřina Zemanová, Lukasz J Binkowski, Robert Stawarz, Peter Massányi

Environmental pollution results in serious health hazards to animals, reflected in biogenic and risk element concentrations in animal tissues. The objective of this study was to examinate concentration of selected elements in testes, and epididymal spermatozoa motility of wild boars. Wild boars were hunted in region Žuhračka - Levice, Slovak Republic. Testes were removed postmortem, spermatozoa were collected from cauda epididymis and assessed by CASA system. Elements concentrations were measured by ICP and by CV-AAS. Spermatozoa motility was 44.29% and progressive motility 18.47%. Concentration of elements in testes was in following order: K > Na > Mg > Ca > Fe > Zn > Al > Cu > Se > Mn > As > Cr > Pb > Mo > Sr > Ni > Ba > Cd > Li > Hg. The most notable correlations indicate association between Se and total spermatozoa motility, as well as with progressive motility, furthermore between As and velocity curved line and beat cross frequency. A high positive significant correlation was found between mercury and beat cross frequency. The data may serve as a fine control indicator to detect potentially toxic elements accumulated from polluted environment that can affect reproduction of wild animals.

环境污染会严重危害动物的健康,动物组织中的生物和风险元素浓度就反映了这一点。本研究的目的是检测野猪睾丸中某些元素的浓度和附睾精子的活力。野猪在斯洛伐克共和国茹赫拉奇卡-莱维采地区被猎杀。睾丸在死后被切除,从附睾尾部收集精子,并用 CASA 系统进行评估。采用 ICP 和 CV-AAS 测量元素浓度。精子运动率为 44.29%,渐进运动率为 18.47%。睾丸中的元素浓度依次为K > Na > Mg > Ca > Fe > Zn > Al > Cu > Se > Mn > As > Cr > Pb > Mo > Sr > Ni > Ba > Cd > Li > Hg。最显著的相关性表明,硒与精子的总运动能力以及渐进运动能力有关,而砷则与速度曲线和节拍交叉频率有关。汞与跳动交叉频率之间存在高度正相关。这些数据可作为精细控制指标,用于检测污染环境中积累的可能影响野生动物繁殖的有毒元素。
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引用次数: 0
Potential health risks of inhaling hazardous chemical exposures at fuel stations: a pilot study in a hot, arid environment. 在加油站吸入有害化学物质的潜在健康风险:一项在炎热干旱环境中进行的试点研究。
IF 1.9 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-01-01 Epub Date: 2024-10-25 DOI: 10.1080/10934529.2024.2416328
Mohamed F Yassin, Omar A Al-Qabandi, Nawaf S Alhajeri

In recent years, there has been a growing focus on the issue of exposure to hazardous chemical compounds and the potential health risks associated with them. Fuel stations play a critical role in society, supporting the transportation industry and serving the general public. However, the routine activities at these stations expose workers and customers to dangerous chemical compounds, posing potential health risks. As part of a pilot study, the exposure of workers and customers to hazardous chemical compounds at fuel stations in Kuwait, characterized by its hot and arid environment, was investigated. The study specifically looked at volatile organic compounds (VOC) concentration and their effects on human health. Three hundred-eight air samples were collected in a hot, arid environment, focusing on fuel stations. Two sampling methods were used in this pilot study: personal inhalation exposure using active sampling and workplace air sampling using passive sampling. Samples were collected in fuel filling areas, indoor control rooms, and through personal exposures, adhering to ISO procedures (EPA TO-17). The study also assessed the non-carcinogenic and carcinogenic risks to human health to potential exposure to hazardous hazardous chemicals. The findings revealed that hazardous chemicals levels in the pump area were lower than those in the indoor control rooms. Workers' inhalation exposure to hazardous chemicals remained below the international occupational exposure limit (OEL). However, the study identified unsafe inhalation exposure levels to Benzene, which could have adverse carcinogenic effects. In contrast, exposure to ethylbenzene was found to be within safe limits, with no associated carcinogenic effects. This study underscores the importance of identifying the risks associated with exposure to hazardous chemical compounds to minimize human health risks and promote a safe working environment.

近年来,人们越来越关注接触有害化合物的问题以及与之相关的潜在健康风险。加油站在社会中发挥着至关重要的作用,为运输业提供支持,为公众提供服务。然而,这些加油站的日常活动会让工人和顾客接触到危险的化学物质,从而带来潜在的健康风险。科威特的环境炎热而干旱,作为试点研究的一部分,我们对科威特加油站的工人和顾客接触有害化学物质的情况进行了调查。这项研究特别关注挥发性有机化合物 (VOC) 的浓度及其对人体健康的影响。研究人员在炎热、干旱的环境中收集了 38 份空气样本,重点是加油站。这项试点研究采用了两种采样方法:采用主动采样的个人吸入接触法和采用被动采样的工作场所空气采样法。按照 ISO 程序(EPA TO-17),在燃料加注区、室内控制室以及通过个人接触收集样本。这项研究还评估了潜在接触有害危险化学品对人体健康造成的非致癌和致癌风险。研究结果显示,泵区的危险化学品含量低于室内控制室。工人吸入有害化学品的暴露量仍低于国际职业暴露限值 (OEL)。不过,研究发现,吸入苯的暴露水平不安全,可能会产生不良的致癌影响。与此相反,研究发现乙苯的暴露量在安全范围内,没有相关的致癌影响。这项研究强调了确定与接触危险化合物有关的风险以最大限度地减少人类健康风险和促进安全工作环境的重要性。
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引用次数: 0
Machine learning, a powerful tool for the prediction of BiVO4 nanoparticles efficiency in photocatalytic degradation of organic dyes. 机器学习是预测 BiVO4 纳米粒子光催化降解有机染料效率的有力工具。
IF 2.1 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-01-01 Epub Date: 2024-02-23 DOI: 10.1080/10934529.2024.2319510
Gnanaprakasam A, Thirumarimurugan M, Shanmathi N

Wastewater pollution caused by organic dyes is a growing concern due to its negative impact on human health and aquatic life. To tackle this issue, the use of advanced wastewater treatment with nano photocatalysts has emerged as a promising solution. However, experimental procedures for identifying the optimal conditions for dye degradation could be time-consuming and expensive. To overcome this, machine learning methods have been employed to predict the degradation of organic dyes in a more efficient manner by recognizing patterns in the process and addressing its feasibility. The objective of this study is to develop a machine learning model to predict the degradation of organic dyes and identify the main variables affecting the photocatalytic degradation capacity and removal of organic dyes from wastewater. Nine machine learning algorithms were tested including multiple linear regression, polynomial regression, decision trees, random forest, adaptive boosting, extreme gradient boosting, k-nearest neighbors, support vector machine, and artificial neural network. The study found that the XGBoosting algorithm outperformed the other models, making it ideal for predicting the photocatalytic degradation capacity of BiVO4. The results suggest that XGBoost is a suitable model for predicting the photocatalytic degradation of wastewater using BiVO4 with different dopants.

有机染料造成的废水污染对人类健康和水生生物产生了负面影响,日益引起人们的关注。为解决这一问题,使用纳米光催化剂进行先进的废水处理已成为一种前景广阔的解决方案。然而,确定染料降解最佳条件的实验程序既耗时又昂贵。为了克服这一问题,人们采用了机器学习方法,通过识别过程中的模式并解决其可行性问题,以更有效的方式预测有机染料的降解。本研究旨在开发一种机器学习模型来预测有机染料的降解,并确定影响光催化降解能力和去除废水中有机染料的主要变量。研究测试了九种机器学习算法,包括多元线性回归、多项式回归、决策树、随机森林、自适应提升、极梯度提升、k-近邻、支持向量机和人工神经网络。研究发现,XGBoosting 算法的性能优于其他模型,是预测 BiVO4 光催化降解能力的理想选择。研究结果表明,XGBoost 是预测使用不同掺杂剂的 BiVO4 对废水进行光催化降解的合适模型。
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Journal of Environmental Science and Health Part A-toxic\/hazardous Substances & Environmental Engineering
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