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Treatment of gaseous toluene in an anoxic hybrid bioreactor: Optimization using response surface methodology 在缺氧混合生物反应器中处理气态甲苯:利用响应面方法进行优化
Q1 Environmental Science Pub Date : 2024-09-19 DOI: 10.1016/j.enmm.2024.101006
This study focuses on treating gaseous toluene emissions from chemical and petrochemical industries using an anoxic hybrid bioreactor (AnHBR) and optimizing the process using response surface methodology (RSM). By varying the gas flow rate (0.05–0.25 LPM) of toluene, the gas residence time (GRT) within the AnHBR ranged from 0.53 to 2.67 h, resulting in an inlet loading rate (ILR) between 0.36 to 14.33 g/m3 h. Simultaneously, the hydraulic retention time (HRT) of the liquid feed was varied from 24 to 72 h in the AnHBR. The operating parameters were varied to determine the optimal combination to achieve the maximum toluene removal, which remained above 96% throughout the operation. At the optimized combinations (flow rate: 0.15 LPM, GRT: 0.89 h, and HRT: 48 h) in AnHBR, toluene removal reached ∼99%, with end products generated consisting of 1.8% CO2 and 92.9% N2 gas. Metagenomics analysis revealed a dominance of toluene degraders (∼38%), highlighting their potential to degrade toluene in the AnHBR. The RSM enhanced toluene treatment in the AnHBR, demonstrating robustness in handling high pollutant loads and its potential for industrial applications.
本研究的重点是利用缺氧混合生物反应器(AnHBR)处理化工和石化工业排放的气态甲苯,并利用响应面方法(RSM)优化工艺。通过改变甲苯的气体流速(0.05-0.25 LPM),AnHBR 中的气体停留时间(GRT)从 0.53 到 2.67 h 不等,从而使入口装载率(ILR)从 0.36 到 14.33 g/m3 h 不等。通过改变操作参数来确定最佳组合,以实现最大的甲苯去除率,在整个操作过程中,甲苯去除率始终保持在 96% 以上。在 AnHBR 中的优化组合(流速:0.15 LPM,GRT:0.89 h,HRT:48 h)下,甲苯去除率达到 99%,生成的最终产品包括 1.8% 的 CO2 和 92.9% 的 N2 气体。元基因组学分析表明,甲苯降解剂占主导地位(38%),突出了它们在 AnHBR 中降解甲苯的潜力。RSM 增强了 AnHBR 中的甲苯处理能力,证明了其在处理高污染物负荷时的稳健性及其在工业应用中的潜力。
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引用次数: 0
Green biosynthesis of Ag-doped hetero-metallic oxide nanocomposite for efficient sunlight-driven photo-adsorptive degradation of carcinogenic naphthalene and phenanthrene 绿色生物合成掺银杂质金属氧化物纳米复合材料,用于在阳光驱动下高效光吸附降解致癌物质萘和菲
Q1 Environmental Science Pub Date : 2024-09-19 DOI: 10.1016/j.enmm.2024.101008
One of the most significant issues facing the world today is environmental contamination due to the polycyclic aromatic hydrocarbons, or PAHs release of reactive chemicals into the environment. Here, a green technology was used to synthesis the Ag doped Bi2O3@Co3O4 nanocomposite utilizing an extract from Azadirachta indica leaves. The morphological and structural examination of Ag doped Co3O4@Bi2O3 revealed an image in the form of a hollow spherical or flake adsorbed on a Ag surface with an increase surface area. New peaks in the FT-IR spectra of Ag–O and Co–O–Bi at 678 cm−1 and 1130 cm−1, respectively, show the coupling of Ag. Following this, under various reaction conditions (pollutant: 10–30 mg/L; catalyst: 10–30 mg; pH: 3–11, dark sunlight) the doped nanocomposite was assessed for the efficient removal of NAP and PHE. Ag doped Co3O4@Bi2O3 displayed maximum degradation of NAP (96 %) and PHE (94 %) at 10 mg/L conc. of each PAH with a 25 mg catalytic dose at neutral pH in the presence of direct sunlight. First-order kinetics followed by initial Langmuir adsorption constituted the degradation process. Predominant reactive species and safer metabolite formation in the photocatalysis process of PAHs were studied by scavenger and GC–MS analysis. The green nano photocatalyst that was created demonstrated excellent stability, sensitivity, and reusability (up to 8th cycles) during the degrading process, which likely qualified it for use in industrial uses.
当今世界面临的最重要问题之一是由于多环芳烃(PAHs)向环境释放活性化学物质而造成的环境污染。在此,我们采用一种绿色技术,利用 Azadirachta indica 叶子的提取物合成了 Ag 掺杂 Bi2O3@Co3O4 纳米复合材料。通过对掺银 Co3O4@Bi2O3 的形态和结构进行检测,发现其在银表面形成了中空球状或片状吸附图像,且比表面积增大。在 Ag-O 和 Co-O-Bi 的傅立叶变换红外光谱中,分别在 678 cm-1 和 1130 cm-1 处出现了新的峰值,表明了 Ag 的耦合作用。随后,在不同的反应条件下(污染物:10-30 毫克/升;催化剂:10-30 毫克;pH 值:3-11,暗光),对掺杂纳米复合材料高效去除 NAP 和 PHE 的效果进行了评估。掺银 Co3O4@Bi2O3 在中性 pH 值、阳光直射的条件下,当每种多环芳烃的浓度为 10 毫克/升、催化剂剂量为 25 毫克时,NAP(96%)和 PHE(94%)的降解率最高。降解过程为一阶动力学,然后是初始朗缪尔吸附。通过清除剂和气相色谱-质谱分析,研究了多环芳烃光催化过程中的主要反应物和更安全代谢物的形成。所制备的绿色纳米光催化剂在降解过程中表现出卓越的稳定性、灵敏度和可重复使用性(最多可循环使用 8 次),这使其有资格用于工业用途。
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引用次数: 0
Preparation of low-cost metal-loaded adsorbent using post-consumer waste plastics: Experimental and modelling studies 利用消费后废塑料制备低成本金属吸附剂:实验和模型研究
Q1 Environmental Science Pub Date : 2024-09-18 DOI: 10.1016/j.enmm.2024.101009
Fluoride contamination in drinking water is a world-wide problem which causes dangerous irreversible diseases called fluorosis. The present study highlighted the efficacy of metals (Al and Zn) impregnated thermally degraded products of polyethylene terephthalate (PET) towards the removal of fluoride from the solution. Synthesized metal impregnated carbonaceous materials was characterised by pHzpc, proximate analysis, SEM, EDX and FTIR studies. A batch adsorption study with operating variables such as initial concentration, pH, adsorbent dose, contact time, temperature and agitation speed were undertaken. Then an optimization study was performed through Response Surface Methodology (RSM). The results revealed that the adsorption isotherm and kinetics followed Langmuir Isotherm model (R2 = 0.968) and pseudo-second order kinetics (R2 = 0.995), respectively with adsorption capacity 6.793 mg/g. The thermodynamics of fluoride adsorption reveal that the adsorption was spontaneous and endothermic in nature. The RSM results demonstrated the optimization of operating parameters such as initial concentration (9.95 mg/L), adsorbent dose (0.01 g/50 mL), contact time (11.42 min) and temperature (331 K). The result from perturbation plot indicate that the most influential parameters are initial concentration followed by temperature and adsorbent dose and the least influential parameter is contact time. Finally, it can be concluded that waste PET plastics could be a valuable adsorbent for decontamination of pollutants from aqueous medium.
饮用水中的氟污染是一个世界性的问题,它会导致不可逆转的危险疾病--氟中毒。本研究强调了浸渍聚对苯二甲酸乙二酯(PET)热降解产物的金属(铝和锌)从溶液中去除氟化物的功效。通过 pHzpc、近似分析、扫描电镜、EDX 和傅立叶变换红外光谱研究对合成的金属浸渍碳质材料进行了表征。对初始浓度、pH 值、吸附剂剂量、接触时间、温度和搅拌速度等操作变量进行了批量吸附研究。然后通过响应面法(RSM)进行了优化研究。结果表明,吸附等温线和动力学分别遵循 Langmuir 等温线模型(R2 = 0.968)和假二阶动力学(R2 = 0.995),吸附容量为 6.793 mg/g。氟化物吸附热力学表明,吸附是自发的,具有内热性质。RSM 结果表明,对初始浓度(9.95 毫克/升)、吸附剂剂量(0.01 克/50 毫升)、接触时间(11.42 分钟)和温度(331 K)等操作参数进行了优化。扰动图结果表明,影响最大的参数是初始浓度,其次是温度和吸附剂剂量,影响最小的参数是接触时间。最后,可以得出结论:废 PET 塑料可以作为一种有价值的吸附剂来净化水介质中的污染物。
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引用次数: 0
Absorption of commercial and nanoparticulate ZnO and MgO synthesized by combustion reaction applied to maize soil 应用于玉米土壤的商品和通过燃烧反应合成的纳米微粒氧化锌和氧化镁的吸收率
Q1 Environmental Science Pub Date : 2024-09-13 DOI: 10.1016/j.enmm.2024.101005

Nanotechnology has rapidly expanded across various fields, yet its application in agriculture remains underexplored. This study investigates the impact of zinc oxide (ZnO) and magnesium oxide (MgO) nanoparticles on maize cultivation, comparing commercial samples with those synthesized by combustion reaction. Synthesized ZnO and ZnO/MgO (1:1 by mass) were characterized using X-ray diffraction (XRD), Fourier transform infrared spectroscopy (FTIR), and transmission electron microscopy (TEM) to determine particle size and morphology. The experimental design assessed the effects of different treatments on magnesium and zinc uptake in maize roots and leaves, using atomic absorption spectrometry (AAS) for analysis. Results indicate that commercial ZnO significantly increased Zn absorption compared to synthesized samples and the control group, highlighting the influence of particle size and surface area on nutrient uptake. This study provides valuable insights into the potential of nanomaterials into the plant’s absorption mechanism as well as show that the availability of Zn NP synthesized contributes to the absorption of zinc by the plant without competing with Mg. On the other hand, when in Zn commercial, Mg absorption may be impaired.

纳米技术已在各个领域迅速发展,但其在农业中的应用仍未得到充分探索。本研究比较了商用样品和通过燃烧反应合成的样品,研究了氧化锌(ZnO)和氧化镁(MgO)纳米颗粒对玉米栽培的影响。使用 X 射线衍射 (XRD)、傅立叶变换红外光谱 (FTIR) 和透射电子显微镜 (TEM) 对合成的氧化锌和氧化锌/氧化镁(质量比为 1:1)进行表征,以确定粒度和形态。实验设计采用原子吸收光谱分析法(AAS)评估了不同处理对玉米根和叶镁和锌吸收的影响。结果表明,与合成样品和对照组相比,商用氧化锌能显著提高锌的吸收率,突出了颗粒大小和表面积对养分吸收的影响。这项研究为了解纳米材料在植物吸收机制中的潜力提供了有价值的见解,并表明合成的锌氧化物有助于植物对锌的吸收,而不会与镁发生竞争。另一方面,在锌商业化的情况下,镁的吸收可能会受到影响。
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引用次数: 0
A critical review of occurrence, sources, fate, ecological risk, and health effect of emerging contaminants in water and wastewater 对水和废水中新出现的污染物的发生、来源、归宿、生态风险和健康影响的严格审查
Q1 Environmental Science Pub Date : 2024-09-11 DOI: 10.1016/j.enmm.2024.100994

Emerging contaminants (ECs) are a diverse group of chemicals that have recently been identified as potential threats to human health and the environment. ECs are typically found at low concentrations (ng/L to ug/L) in water and wastewater, but they can bioaccumulate and biomagnified in the food chain, posing a risk to aquatic life and humans. Sources of these contaminants are diverse, with pharmaceuticals and personal care products entering the environment through human excretion, while industrial chemicals and pesticides are introduced through manufacturing processes and agricultural runoff. Wastewater treatment plants (WWTPs) are often unable to remove ECs effectively so that they can increase in surface water, groundwater, and drinking water. The fate of ECs in the environment is complex. It depends on various factors, including the chemical properties of the EC, the environmental conditions, and the presence of other chemicals. ECs can be transported long distances in water and persist in the environment for years or even decades.

Developing countries like India have limited information about most of the ECs. The ecological risks of ECs are not fully understood, but there is growing concern that they can have a negative impact on aquatic life and human health. Furthermore, the EC has undergone a detailed risk assessment examination, and the risk quotient (RQ) for different aquatic species with respect to corresponding contaminants is also calculated. Results imply that Paracetamol and Bisphenol-A have high RQ values for algae, fish and daphnia. Algae have shown substantially greater resilience to the action of ECs among the selected aquatic species.

新出现的污染物(ECs)是最近被确认为对人类健康和环境具有潜在威胁的一类化学品。ECs在水和废水中的浓度通常很低(纳克/升至微克/升),但它们可以在食物链中进行生物累积和生物放大,从而对水生生物和人类构成风险。这些污染物的来源多种多样,药品和个人护理产品通过人类排泄物进入环境,而工业化学品和杀虫剂则通过生产过程和农业径流进入环境。污水处理厂通常无法有效去除氨基甲酸乙酯,因此地表水、地下水和饮用水中的氨基甲酸乙酯含量会增加。氨基甲酸乙酯在环境中的去向十分复杂。这取决于多种因素,包括氨基甲酸乙酯的化学性质、环境条件和其他化学物质的存在。氨基甲酸乙酯可随水远距离迁移,并在环境中存留数年甚至数十年。人们尚未完全了解氨基甲酸乙酯的生态风险,但越来越担心它们会对水生生物和人类健康造成负面影响。此外,还对氨基甲酸乙酯进行了详细的风险评估检查,并计算了相应污染物对不同水生物种的风险商数。结果表明,扑热息痛和双酚 A 对藻类、鱼类和水蚤的 RQ 值较高。在选定的水生物种中,藻类对氨基甲酸乙酯作用的复原力更强。
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引用次数: 0
Degradation and mineralization of atrazine by ozonation: A toxicological prediction by QSAR toolbox 臭氧对阿特拉津的降解和矿化作用:利用 QSAR 工具箱进行毒理学预测
Q1 Environmental Science Pub Date : 2024-09-02 DOI: 10.1016/j.enmm.2024.101002

This work aims to investigate the atrazine (ATZ) mitigation by an advanced oxidative process. Atrazine is one an effective herbicide which has been detected in water sources, causing contamination problems. To address the persistent issue of contamination, ATZ degradation and mineralization were studied by ozonation. In addition, the eco-toxicity of the possible degradation byproducts was also evaluated by the Quantitative Structure-Activity Relationship (QSAR) OECD toolbox. To evaluate the influence and predict the optimum conditions of the ozonation process and the reaction time on the degradation of ATZ, as well as, the percentage of mineralization, an experimental design was performed based on factorial design 23 methodology with center-point analysis. Total organic carbon (TOC) analyses and High-Performance Liquid Chromatography (HPLC) were employed to evaluate the efficiency of ATZ mitigation. The optimal conditions were achieved at an ozone flow rate of 0.4 mL/min, oxidation time = 30 min, and pH=8 where 100 % of ATZ was degraded and the highest percentage of mineralization was obtained (25.61 %). The potential toxicity of the residual concentration of ATZ was obtained by comparing with the values predicted by the QSAR tool, by comparing the outcomes. It was possible to come to the conclusion that the approach had positive implications for environmental safety. The values obtained are below the values considered toxic in aquatic environments, in almost all experiments. Low-concentration byproduct formation suggests that the degradation routes lead to low-hazardous concentrations of compounds for the environment. This implies the ozone treatment strategy might offer a long-term remedy for the ATZ.

这项工作旨在研究通过高级氧化工艺缓解阿特拉津(ATZ)的问题。阿特拉津是一种有效的除草剂,曾在水源中被检测到,造成污染问题。为了解决长期存在的污染问题,研究人员采用臭氧氧化法研究了阿特拉津的降解和矿化。此外,还利用定量结构-活性关系(QSAR)OECD 工具箱评估了可能的降解副产品的生态毒性。为了评估和预测臭氧氧化过程的最佳条件和反应时间对 ATZ 降解的影响以及矿化百分比,根据因子设计 23 方法和中心点分析进行了实验设计。采用总有机碳(TOC)分析和高效液相色谱法(HPLC)评估 ATZ 的降解效率。最佳条件是臭氧流速为 0.4 mL/min,氧化时间为 30 分钟,pH 值为 8,在此条件下,ATZ 的降解率为 100%,矿化率最高(25.61%)。通过与 QSAR 工具预测的值进行比较,得出了 ATZ 残留浓度的潜在毒性。得出的结论是,该方法对环境安全具有积极意义。在几乎所有实验中,所获得的值都低于水生环境中被认为有毒的值。低浓度副产品的形成表明,降解途径导致对环境危害较小的化合物浓度。这意味着臭氧处理策略可以为 ATZ 提供长期的补救措施。
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引用次数: 0
Sustainable analytical approach for selective fluorescence sensing of sulfosulfuron using copper nanoclusters from Tinospora cordifolia leaves extract 利用天竺葵叶提取物中的纳米铜簇对磺磺隆进行选择性荧光传感的可持续分析方法
Q1 Environmental Science Pub Date : 2024-09-01 DOI: 10.1016/j.enmm.2024.101003

In recent times, there has been a growing trend in utilizing medicinal plant extracts for the fabrication of fluorescent nanomaterials. In this work, Tinospora cordifolia-copper nanoclusters (T. cordifolia-CuNCs) were produced by employing Tinospora cordifolia (common name is “giloy”), a medicinal plant. A green chemistry approach was employed to generate blue fluorescent T. cordifolia-CuNCs, displaying λEm at 430 nm when λEx at 330 nm, which shows a good quantum yield (QY) of 26.67 %. Sulfosulfuron pesticide was able to quench the fluorescence intensity of T. cordifolia-CuNCs via a “turn-off” mechanism. It was noticed that T. cordifolia-CuNCs could be used for the detection of sulfosulfuron pesticide in the range of 0.025–90 µM with a detection limit of 6.52 nM. Furthermore, a cellulose-based paper strip sensor was created for the visual detection of sulfosulfuron pesticide. Moreover, T. cordifolia-CuNCs-based fluorescence method was applied to quantify sulfosulfuron pesticide in apple, tomato, and rice samples, showing good recoveries, which demonstrates that this probe offers great potentiality for sensing of sulfosulfuron pesticide in food and environmental samples.

近年来,利用药用植物提取物制造荧光纳米材料的趋势日益明显。在这项研究中,利用药用植物虎杖(俗称 "吉罗伊")制备了虎杖铜纳米团簇(T. cordifolia-CuNCs)。利用绿色化学方法生成的蓝色荧光 T. cordifolia-CuNCs 在 330 纳米波长时显示 430 纳米波长处的λEm,其量子产率(QY)为 26.67%。磺隆杀虫剂能够通过 "关闭 "机制淬灭 T. cordifolia-CuNCs 的荧光强度。研究发现,T. cordifolia-CuNCs 可用于检测 0.025-90 µM 范围内的磺磺隆农药,检测限为 6.52 nM。此外,还制作了一种基于纤维素的纸条传感器,用于目视检测磺胺磺隆农药。此外,基于 T. cordifolia-CuNCs 的荧光方法被用于定量检测苹果、番茄和大米样品中的磺磺隆农药,显示出良好的回收率,这表明该探针在食品和环境样品中的磺磺隆农药检测方面具有巨大潜力。
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引用次数: 0
ZnO nanostructures grown from spent batteries: Ambient catalytic aspects and novel mechanistic insights 从废电池中生长的氧化锌纳米结构:环境催化方面和新的机理见解
Q1 Environmental Science Pub Date : 2024-08-31 DOI: 10.1016/j.enmm.2024.101004

The present work includes a facile and economic microwave assisted hydrothermal synthesis of Zinc Oxide (ZnO), Diethylene Triamine Pentaacetic Acid (DTPA) stabilized Zinc Oxide (ZD) and DTPA stabilized Silver doped Zinc Oxide (ZAD) nanostructures using Zn from spent alkaline batteries. The synthesised nanostructures were well characterised using electronic, vibrational and X-Ray spectroscopic techniques as well as thermal and microscopic techniques revealing the successful stabilisation of DTPA in ZD and doping of Ag in ZAD. The Fourier Transform Infrared Spectroscopy (FTIR) spectra showed peaks characteristic to the presence of ZnO in the fingerprint region and those to the presence of DTPA. The X-Ray Diffraction Spectroscopy (XRD) pattern of ZnO, ZD and ZAD indicated the hexagonal wurtzite structure of ZnO and face centred cubic metallic Ag in ZAD. The Transmission Electron Microscopy (TEM) images revealed rod shaped morphology for ZnO and spherical morphologies for ZD and ZAD. The nanostructures proved to be efficient catalysts to achieve 100 % degradation of Malachite Green, Crystal Violet and Reactive Blue-21 and their binary mixtures under ambient conditions in presence of Hydrogen peroxide (H2O2). ZAD exhibited relatively rapid degradation with rate constants 0.754 min−1, 0.187 min−1 and 0.0150 min−1 for MG, CV, and RB-21 respectively as well as 99 % reduction in Chemical Oxygen Demand (COD) value of the dye solutions. Scavenging studies and Electron Paramagnetic Resonance (EPR) studies using different spin trapping agents revealed the involvement of singlet oxygen species, hydroxyl radicals (OH.) and superoxide radicals (O2.-) in the degradation process. This work aligns with Sustainable Development Goals 6, 12 and 13.

本研究利用废碱性电池中的锌,通过微波辅助水热法简便、经济地合成了氧化锌(ZnO)、二乙三胺五乙酸(DTPA)稳定氧化锌(ZD)和 DTPA 稳定掺银氧化锌(ZAD)纳米结构。利用电子、振动和 X 射线光谱技术以及热学和显微技术对合成的纳米结构进行了表征,结果表明在 ZD 中成功地稳定了 DTPA,在 ZAD 中成功地掺入了银。傅立叶变换红外光谱(FTIR)显示,在指纹区出现了氧化锌的特征峰,而那些峰则显示了 DTPA 的存在。ZnO、ZD 和 ZAD 的 X 射线衍射光谱(XRD)图显示 ZnO 为六方钨锆石结构,ZAD 为面心立方金属 Ag 结构。透射电子显微镜(TEM)图像显示 ZnO 呈棒状,ZD 和 ZAD 呈球状。事实证明,在过氧化氢(H2O2)存在的环境条件下,这些纳米结构是实现孔雀石绿、水晶紫和活性蓝-21 及其二元混合物 100% 降解的高效催化剂。ZAD 的降解速度相对较快,对孔雀石绿、水晶紫和活性蓝-21 的降解速率常数分别为 0.754 min-1、0.187 min-1 和 0.0150 min-1,染料溶液的化学需氧量(COD)值降低了 99%。使用不同自旋捕获剂进行的清除研究和电子顺磁共振(EPR)研究表明,单线态氧、羟自由基(OH.)和超氧自由基(O2.-)参与了降解过程。这项工作符合可持续发展目标 6、12 和 13。
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引用次数: 0
Exploring the potential of metallic and metal oxide nanoparticles for reinforced disease management in agricultural systems: A comprehensive review 探索金属和金属氧化物纳米粒子在农业系统中加强病害管理的潜力:综述
Q1 Environmental Science Pub Date : 2024-08-30 DOI: 10.1016/j.enmm.2024.100998
Metallic nanoparticles are regarded as one of the most versatile and environmentally beneficial nanocompounds, especially in agriculture. The anti-phytopathogenic properties of metallic and metal-based nanoparticles are the principal objective of this study. This article provides an analysis of the protection-based applications of nanoparticles comprising the following elements: silicon, chitosan, gold (Au), silver (Ag), platinum (Pt), copper (Cu), nickel (Ni), iron (Fe), zinc (Zn), titanium (Ti), and aluminium (Al), in addition to their metallic oxides and carriers. Furthermore, an examination of their manner of manufacturing using biological precursors, commonly referred to as “green synthesis,” and their impact on phytopathogens and parasites has been presented. We concluded that biosynthesized metallic nanoparticles have a diverse array of potential applications as disease control agents due to their superior antioxidant capacities, reduced phytotoxicity, and increased biocompatibility with plant systems in comparison to conventionally synthesized nanoparticles. Nanoparticles improve agricultural processes by increasing efficiency, lowering environmental impact, and addressing phytotoxicity problems. Material scientists and biologists must work together to refine metallic nanoparticles such as zinc, nickel, and copper for effective and environmentally friendly crop protection. Further investigation is warranted to ascertain the extent of these nanoparticles’ impact on commercial applications through concentration measurements and method of action analysis, notwithstanding these advantages. This research aims to bridge the knowledge gaps that exist between studies of various metals and offer a comprehensive overview of the latest developments in the field.
金属纳米粒子被认为是用途最广、对环境最有益的纳米化合物之一,尤其是在农业领域。金属和金属基纳米粒子的抗植物病原体特性是本研究的主要目标。本文分析了由以下元素组成的纳米粒子的保护性应用:硅、壳聚糖、金(Au)、银(Ag)、铂(Pt)、铜(Cu)、镍(Ni)、铁(Fe)、锌(Zn)、钛(Ti)和铝(Al),以及它们的金属氧化物和载体。此外,我们还研究了利用生物前体(通常称为 "绿色合成")制造它们的方式,以及它们对植物病原体和寄生虫的影响。我们得出的结论是,与传统合成的纳米粒子相比,生物合成的金属纳米粒子具有更强的抗氧化能力、更低的植物毒性以及更高的植物系统生物相容性,因此具有作为病害控制剂的多种潜在应用。纳米粒子可以提高效率、降低对环境的影响并解决植物毒性问题,从而改善农业生产过程。材料科学家和生物学家必须共同努力,改进锌、镍和铜等金属纳米粒子,以实现有效和环保的作物保护。尽管这些纳米粒子具有上述优势,但仍需进一步调查,通过浓度测量和作用方法分析,确定其对商业应用的影响程度。本研究旨在弥补各种金属研究之间存在的知识差距,并全面概述该领域的最新进展。
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引用次数: 0
Developing machine learning algorithms to predict the dissolution of zinc oxide nanoparticles in aqueous environment 开发机器学习算法,预测氧化锌纳米粒子在水环境中的溶解情况
Q1 Environmental Science Pub Date : 2024-08-30 DOI: 10.1016/j.enmm.2024.101000

Engineered nanoparticles (ENPs) are of particular concern due to their ubiquitous occurrence and potential to cause adverse effects on aquatic biota. Consequently, a comprehensive understanding of ENP interactions and the mechanisms that underpin their fate and behaviour in the aquatic system is important to support their long-term applications and protection of ecology. However, due to a wide range of physicochemical parameters, as well as possible dynamic interactions with natural colloid particles, it is not practical to undertake experimental testing for each variation of ENPs using different aquatic permutations. This study describes machine learning (ML) algorithms for prediction of nZnO dissolution in aquatic systems using experimental data. The input parameters with the highest correlation were size and pH. On the contrary, categorical input variables such as coating, coating type, salt, and NOM type had a low correlation. The random forest regression and the extreme gradient boost algorithms performed remarkably well, with coefficients of determination (R2) of 0.85 and 0.92, respectively. The least effective method was multiple linear regression, which had a root mean square error of 0.15 and an R2 of 0.31. ML offers a convenient and low-cost approach for screening nZnO dissolution in aquatic systems.

由于工程纳米粒子(ENPs)无处不在,并有可能对水生生物群造成不利影响,因此尤其令人担忧。因此,全面了解 ENP 的相互作用及其在水生系统中的归宿和行为机制对于支持其长期应用和保护生态非常重要。然而,由于理化参数范围广泛,而且可能与天然胶体颗粒发生动态相互作用,因此利用不同的水生环境对 ENP 的每种变体进行实验测试并不现实。本研究介绍了利用实验数据预测 nZnO 在水生系统中溶解情况的机器学习(ML)算法。相关性最高的输入参数是粒度和 pH 值。相反,诸如涂层、涂层类型、盐分和 NOM 类型等分类输入变量的相关性较低。随机森林回归算法和极梯度提升算法表现出色,判定系数(R2)分别为 0.85 和 0.92。效果最差的方法是多元线性回归,其均方根误差为 0.15,R2 为 0.31。多元线性回归法为筛选水生系统中 nZnO 的溶解度提供了一种方便、低成本的方法。
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引用次数: 0
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Environmental Nanotechnology, Monitoring and Management
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