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Escherichia coli removal in down-flow hanging sponge reactors: insights from laboratory reactor studies. 在下流式悬挂海绵反应器中去除大肠杆菌:实验室反应器研究的启示。
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: 10.1080/10934529.2024.2384205
Noriko Tomioka, Thao Tran P, Masataka Aoki, Yasuyuki Takemura, Kazuaki Syutsubo

Down-flow hanging sponge (DHS) reactors, employed in domestic wastewater treatment, have demonstrated efficacy in eliminating Escherichia coli and other potentially pathogenic bacteria. The aim of this study was to elucidate the mechanism of removal of E. coli by employing a cube-shaped polyurethane sponge carrier within a compact hanging reactor. An E. coli removal experiment was conducted on this prepared sponge. Escherichia. coli level was found to decrease by more than 2 logs after passing through five nutrient-restricted DHS sponges. Conversely, a newly introduced sponge did not exhibit a comparable reduction in E. coli level. Furthermore, under conditions of optimal nutritional status, the reduction in E. coli level was limited to 0.5 logs, underscoring the crucial role of nutrient restriction in achieving effective elimination. Analysis of the sponge-associated bacterial community revealed the presence of a type VI secretion system (T6SS), a competitive mechanism observed in bacteria. This finding suggests that T6SS might play a pivotal role in contributing to the observed decline in E. coli level.

在生活污水处理中使用的下流式悬挂海绵(DHS)反应器在消除大肠埃希氏菌和其他潜在致病菌方面具有显著效果。本研究的目的是通过在紧凑型悬挂式反应器中使用立方体聚氨酯海绵载体来阐明去除大肠杆菌的机制。在制备的海绵上进行了大肠杆菌去除实验。结果发现,经过五块营养受限的 DHS 海绵后,大肠杆菌含量下降了 2 logs 以上。相反,新引入的海绵并没有表现出类似的大肠杆菌含量下降。此外,在营养状况最佳的条件下,大肠杆菌含量的减少也仅限于 0.5 logs,这突出表明了营养限制在实现有效消除大肠杆菌方面的关键作用。对海绵相关细菌群落的分析表明,海绵中存在一种六型分泌系统(T6SS),这是一种在细菌中观察到的竞争机制。这一发现表明,T6SS 可能在导致所观察到的大肠杆菌水平下降方面发挥了关键作用。
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引用次数: 0
Evaluation of photocatalysis inactivation in indoor air purification of pathogenic microbes by using the different nanomaterials based on TiO2 nanomaterials. 使用基于 TiO2 纳米材料的不同纳米材料对光催化灭活室内空气净化中病原微生物的评估。
IF 1.9 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-01-01 Epub Date: 2024-05-14 DOI: 10.1080/10934529.2024.2352312
Leila Fatolahi

The photocatalytic technology for indoor air disinfection has been broadly studied in the last decade. Selecting proper photocatalysts with high disinfection efficiency remains to be a challenge. By doping with the incorporation of metals, the bandgap can be narrowed while avoiding the recombination of photogenerated charge. Three photocatalysts (Ag-TiO2, MnO2-TiO2, and MnS2-TiO2) were tested in photocatalytic sterilization process. The results revealed that Ag-TiO2 had the best antibacterial performance. Within 20 min, the concentration of Serratia marcescens (the tested bacteria) decreased log number of ln 4.04 under 640 w/m2 light intensity with 1000 µg/mL of Ag-TiO2. During the process of inactivating bacteria, the cell membranes of bacterial was destructed and thus decreasing the activity of enzymes and releasing the cell contents, due to the generation of reactive oxygen species (O2- and •OH) and thermal effect. Spectral regulation has the greatest impact on the sterilization efficiency of MnO2-TiO2, which reduces the probability of photocatalytic materials being excited.

近十年来,用于室内空气消毒的光催化技术得到了广泛的研究。选择合适的、具有高消毒效率的光催化剂仍然是一项挑战。通过掺杂金属,可以缩小带隙,同时避免光生电荷的重组。在光催化消毒过程中测试了三种光催化剂(Ag-TiO2、MnO2-TiO2 和 MnS2-TiO2)。结果表明,Ag-TiO2 的抗菌性能最好。在 640 w/m2 的光照强度下,Ag-TiO2 在 20 分钟内使 Serratia marcescens(被测细菌)的浓度下降了 ln 4.04 的对数值。在灭活细菌的过程中,由于活性氧(O2--和-OH)的产生和热效应,细菌的细胞膜被破坏,从而降低了酶的活性,释放出细胞内容物。光谱调节对 MnO2-TiO2 的杀菌效率影响最大,它降低了光催化材料被激发的概率。
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引用次数: 0
Regulatory compliance of PCDD/F emissions by a municipal solid waste incinerator. A case study in Sant Adrià de Besòs, Catalonia, Spain. 城市固体废物焚化炉多氯二苯并对二恶英和多氯二苯并呋喃排放的合规性。西班牙加泰罗尼亚 Sant Adrià de Besòs 案例研究。
IF 1.9 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-01-01 Epub Date: 2024-07-05 DOI: 10.1080/10934529.2024.2375902
José L Domingo, Martí Nadal, Joaquim Rovira

Despite incineration is an important emission source of toxic pollutants, such as heavy metals and polychlorinated dibenzo-p-dioxins and dibenzofurans (PCDD/Fs), it is still one of the most widely used methods for the management of municipal solid waste. The current paper summarizes the results of a 20-year follow-up study of the emissions of PCDD/Fs by a municipal solid waste incinerator (MSWI) in Sant Adrià de Besòs (Catalonia, Spain). Samples of ambient air, soils and herbage were periodically collected near the facility and the content of PCDD/Fs was analyzed. In the last (2017) survey, mean levels in soil were 3.60 ng WHO-TEQ/kg (range: 0.40-10.6), being considerably higher than the mean concentrations of PCDD/Fs in soil samples collected near other MSWIs in Catalonia. Moreover, air PCDD/F concentrations were even higher than those found in a previous (2014) survey, as they increased from 0.026 to 0.044 pg WHO-TEQ/m3. Ultimately, the PCDD/F exposure would be associated to a cancer risk (2.5 × 10-6) for the population living in the surrounding area. Globally, this information indicates that the MSWI of Sant Adrià de Besòs could have had a negative impact on the environment and potentially on public health, being an example of a possible inappropriate management for years. The application of Best Available Techniques to minimize the emission of PCDD/Fs and other chemicals is critical.

尽管焚烧是重金属、多氯二苯并对二恶英和多氯二苯并呋喃(PCDD/Fs)等有毒污染物的重要排放源,但它仍然是最广泛使用的城市固体废物管理方法之一。本文总结了对圣阿德里安德贝索斯(西班牙加泰罗尼亚)的一座城市固体废物焚化炉(MSWI)所排放的多氯二苯并对二恶英和多氯二苯并呋喃(PCDD/Fs)进行 20 年跟踪研究的结果。研究人员定期在该设施附近采集环境空气、土壤和草料样本,并对多氯二苯并对二恶英和多氯二苯并呋喃的含量进行分析。在最近一次(2017 年)调查中,土壤中的多氯二苯并对二恶英和多氯二苯并呋喃平均含量为 3.60 毫微克 WHO-TEQ/千克(范围:0.40-10.6),大大高于在加泰罗尼亚地区其他 MSWI 附近采集的土壤样本中的多氯二苯并对二恶英和多氯二苯并呋喃平均浓度。此外,空气中的多氯二苯并对二恶英和多氯二苯并呋喃浓度甚至高于之前(2014 年)调查中发现的浓度,从 0.026 pg WHO-TEQ/m3 增加到 0.044 pg WHO-TEQ/m3。最终,多氯二苯并对二恶英和多氯二苯并呋喃的暴露会对生活在周边地区的人口造成癌症风险(2.5 × 10-6)。从全球范围来看,这些信息表明圣阿德里安德贝索斯的 MSWI 可能会对环境造成负面影响,也可能会对公众健康造成负面影响,是多年来管理不当的一个例子。采用最佳可得技术最大限度地减少多氯二苯并对二恶英和多氯二苯并呋喃及其他化学品的排放至关重要。
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引用次数: 0
Groundwater quality assessment in upper Kabul basin and Paghman aquifer. 上喀布尔盆地和帕格曼含水层的地下水质量评估。
IF 1.9 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-01-01 Epub Date: 2024-08-19 DOI: 10.1080/10934529.2024.2384803
Mohammad Hamid Hamdard, Saif Rahman Rahmani, Zakeria Shnizai, Bjørn Kløve

In Afghanistan, groundwater is widely used for drinking water, but its quality poses a health threat. This study investigates the physical, chemical, and bacteriological characteristics of groundwater in the Upper Kabul Sub-basin. Fifteen samples were collected and analyzed from different parts of the study area. The qualitative determination of parameters such as pH, Electrical conductivity (EC), Total dissolved solids (TDS), Salinity, Total hardness, Calcium, Magnesium, Sodium, Chloride, Fluoride, Sulfate, Phosphate, Potassium, Nitrite, Nitrate, Ammonia, Iron, Manganese, Copper, Aluminum, Arsenic, Total coliform, and Fecal coliform bacteria was carried out. The results were compared with WHO and ANSA standards to assess their suitability for drinking purposes. The analyzed samples indicate that physical parameters generally fall within permissible limits according to WHO and ANSA standards. However, certain wells exhibited elevated levels of chemical and bacteriological contaminants. Specifically, Magnesium concentrations exceeded the WHO guideline of 30 mg/L in all of the samples, and Calcium levels surpassed the recommended limit of 75 mg/L in 53% of the samples. Total coliform bacteria were detected in 33.33% of the samples, while fecal coliform bacteria were within the WHO and ANSA permissible limit for drinking water. The Pearson's correlation coefficient (R) suggested significant correlations between EC, TDS, and total hardness with other physical and chemical parameters. For instance, EC showed a strong positive correlation (R = 1.00) with TDS, EC and Salinity (R = 0.981), EC and Fluoride (R = 0.838) EC and Sulfate (R = 0.853), TDS and Salinity (R = 0. 981), TDS and Fluoride (R = 0.838), TDS and Sulfate (R = 0.853). The findings demonstrate that correlation coefficient analyses of water quality parameters provide a valuable means for monitoring water quality. These results offer critical insights for ensuring a safe water supply in the region.

在阿富汗,地下水被广泛用作饮用水,但其水质对健康构成威胁。本研究调查了上喀布尔分盆地地下水的物理、化学和细菌学特征。研究人员从研究区域的不同地方收集并分析了 15 个样本。对 pH 值、电导率 (EC)、溶解固体总量 (TDS)、盐度、总硬度、钙、镁、钠、氯化物、氟化物、硫酸盐、磷酸盐、钾、亚硝酸盐、硝酸盐、氨、铁、锰、铜、铝、砷、总大肠菌群和粪大肠菌群等参数进行了定性测定。将分析结果与世界卫生组织和 ANSA 标准进行比较,以评估其是否适合饮用。分析样本表明,物理参数一般都在世界卫生组织和 ANSA 标准允许的范围之内。然而,某些水井中的化学和细菌污染物含量偏高。具体来说,所有样本中的镁浓度都超过了世界卫生组织规定的 30 毫克/升的标准,53%的样本中的钙浓度超过了建议的 75 毫克/升的标准。在 33.33% 的样本中检测到了总大肠菌群,而粪大肠菌群则在世界卫生组织和 ANSA 的饮用水允许范围之内。皮尔逊相关系数(R)表明,导电率、总析出量和总硬度与其他物理和化学参数之间存在明显的相关性。例如,EC 与 TDS、EC 与盐度 (R = 0.981)、EC 与氟化物 (R = 0.838)、EC 与硫酸盐 (R = 0.853)、TDS 与盐度 (R = 0.981)、TDS 与氟化物 (R = 0.838)、TDS 与硫酸盐 (R = 0.853)呈强正相关。研究结果表明,水质参数的相关系数分析是监测水质的重要手段。这些结果为确保该地区的安全供水提供了重要启示。
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引用次数: 0
Study on adsorption behavior of humic acid on aluminum in Enteromorpha prolifera. 腐殖酸对 Enteromorpha prolifera 中铝的吸附行为研究。
IF 1.9 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-01-01 Epub Date: 2024-09-01 DOI: 10.1080/10934529.2024.2396728
Yuke Mo, Liping Zhou, Shiqian Fu, Huicheng Yang, Bangchu Lin, Jinjie Zhang, Yongjiang Lou, Yongyong Li

High level of aluminum content in Enteromorpha prolifera posed a growing threat to both its growth and human health. This study focused on exploring the factors, impacts, and process of removing aluminum from Enteromorpha prolifera using humic acid. The results showed that under experimental conditions of 0.0330 g·L-1 humic acid concentration, pH 3.80, 34 °C, and a duration of 40 min, the removal rate was up to 80.18%. The levels of major flavor components, proteins, and amino acids in Enteromorpha prolifera increased significantly after treatment, while polysaccharides and trace elements like calcium and magnesium decreased significantly. Infrared spectroscopy demonstrated that the main functional groups involved in binding with Al3+ during humic acid adsorption were hydroxyl, carboxyl, phenol, and other oxygen-containing groups. The adsorption process of Al3+ by humic acid was a spontaneous phenomenon divided into three key stages: fast adsorption, slow adsorption, and adsorption equilibrium, which resulted from both physical and chemical adsorption effects. This study provided a safe and efficient method in algae metal removal.

Enteromorpha prolifera 中的高铝含量对其生长和人类健康都构成了日益严重的威胁。本研究主要探讨了利用腐植酸去除 Enteromorpha prolifera 中铝含量的因素、影响和过程。结果表明,在腐植酸浓度为 0.0330 g-L-1、pH 值为 3.80、温度为 34 °C、时间为 40 分钟的实验条件下,铝的去除率高达 80.18%。处理后,Enteromorpha prolifera 中主要风味成分、蛋白质和氨基酸的含量显著增加,而多糖和微量元素(如钙和镁)的含量则显著减少。红外光谱分析表明,腐殖酸吸附过程中与 Al3+ 结合的主要官能团是羟基、羧基、酚基和其他含氧基团。腐植酸对 Al3+ 的吸附过程是一种自发现象,分为快速吸附、缓慢吸附和吸附平衡三个关键阶段,是物理吸附和化学吸附效应共同作用的结果。该研究为去除藻类金属提供了一种安全高效的方法。
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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
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
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
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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引用次数: 0
Polyethylene terephthalate nanoplastics cause oxidative stress induced cell death in Saccharomyces cerevisiae. 聚对苯二甲酸乙二醇酯纳米塑料在酿酒酵母中导致氧化应激诱导的细胞死亡。
IF 2.1 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-01-01 Epub Date: 2024-05-01 DOI: 10.1080/10934529.2024.2345026
Nur Kaluç, E Lal Çötelli, Salih Tuncay, Pınar B Thomas

Polyethylene terephthalate (PET) is a common plastic widely used in food and beverage packaging that poses a serious risk to human health and the environment due to the continual rise in its production and usage. After being produced and used, PET accumulates in the environment and breaks down into nanoplastics (NPs), which are then consumed by humans through water and food sources. The threats to human health and the environment posed by PET-NPs are of great concern worldwide, yet little is known about their biological impacts. Herein, the smallest sized PET-NPs so far (56 nm) with an unperturbed PET structure were produced by a modified dilution-precipitation method and their potential cytotoxicity was evaluated in Saccharomyces cerevisiae. Exposure to PET-NPs decreased cell viability due to oxidative stress induction revealed by the increased expression levels of stress response related-genes as well as increased lipid peroxidation. Cell death induced by PET-NP exposure was mainly through apoptosis, while autophagy had a protective role.

聚对苯二甲酸乙二醇酯(PET)是一种广泛用于食品和饮料包装的常见塑料,由于其产量和用量持续增加,对人类健康和环境构成了严重威胁。PET 在生产和使用后会在环境中积累并分解成纳米塑料 (NP),然后通过水和食物来源被人类摄入。PET-NPs 对人类健康和环境造成的威胁引起了全世界的高度关注,但人们对其生物影响却知之甚少。本文采用改良的稀释沉淀法制备了迄今为止尺寸最小(56 nm)且 PET 结构未受干扰的 PET-NPs,并在酿酒酵母中评估了其潜在的细胞毒性。暴露于 PET-NPs 会降低细胞活力,原因是应激反应相关基因的表达水平升高以及脂质过氧化反应加剧,从而诱发氧化应激。暴露于 PET-NP 引发的细胞死亡主要是通过细胞凋亡,而自噬起着保护作用。
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Journal of Environmental Science and Health Part A-toxic\/hazardous Substances & Environmental Engineering
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