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Anisotropy in particle orientation controls water diffusion in clay materials 颗粒取向的各向异性控制粘土材料中水的扩散
IF 5.6 2区 地球科学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2023-11-01 DOI: 10.1016/j.clay.2023.107117
Eric Ferrage , Fabien Hubert , Thomas Dabat , Ali Asaad , Baptiste Dazas , Brian Grégoire , Sébastien Savoye , Emmanuel Tertre

Clay minerals are used in a wide number of natural or artificial materials for municipal or nuclear waste management in which water diffusion is the principal transfer process. However, a quantitative assessment of the impact of the preferred orientation of lamellar clay particles on water diffusion is still lacking. Using 3D Brownian dynamics simulation on representative virtual clay porous media, a systematic study of water diffusion for single-porosity (illite or kaolinite) and dual-porosity (vermiculite) systems was conducted. The simulated water diffusion coefficients were validated through comparison with experiments and were used to build an Archie model including the degree of anisotropy in particle orientation. The results showed that water diffusion can be predicted based on a correct description of the solid phase organization and that clay particle orientation, such as interparticle porosity, is a primary parameter governing water mobility. Moreover, the anisotropy of water diffusion can be linked to the degree of particle preferred orientation, irrespective of the porosity value. The modified version of the Archie model for water diffusion in clay systems proposed here has many potential applications where decoupling of porosity and preferred orientation is needed, including better prediction of water transfers or improved designs of clay liners with sustainable use of natural mineral resources.

粘土矿物广泛用于城市或核废料管理的天然或人工材料中,其中水扩散是主要的转移过程。然而,对层状粘土颗粒择优取向对水扩散影响的定量评价仍然缺乏。利用具有代表性的虚拟粘土多孔介质的三维布朗动力学模拟,系统地研究了单孔隙(伊利石或高岭石)和双孔隙(蛭石)体系中水的扩散。通过与实验结果的对比,验证了模拟水扩散系数的正确性,并建立了包含颗粒取向各向异性程度的Archie模型。结果表明,基于对固相组织的正确描述,可以预测水的扩散;粘土颗粒取向,如颗粒间孔隙度,是控制水流动的主要参数。此外,水扩散的各向异性可以与颗粒偏好取向的程度联系起来,而与孔隙度值无关。本文提出的粘土系统中水扩散的Archie模型的改进版本在孔隙度和首选取向解耦方面有许多潜在的应用,包括更好地预测水转移或改进粘土衬里的设计,同时可持续利用天然矿产资源。
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引用次数: 0
About the possibility to liberate naturally present fixed cations from dioctahedral smectites by hydrothermal treatment 关于水热处理从二十面体蒙脱石中释放天然存在的固定阳离子的可能性
IF 5.6 2区 地球科学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2023-11-01 DOI: 10.1016/j.clay.2023.107115
Stephan Kaufhold , Reiner Dohrmann , Jens Gröger-Trampe

The chemical analysis of pure dioctahedral smectites exchanged by one of the typical CEC-index cations (e.g. Cu-trien) often shows significant Na-, Ca-, and K-contents which, in contrast to Mg, are not expected to occur in the octahedral sheet. They are supposed to occur in the interlayer but are not exchangeable - hence termed “fixed cations”. The aim of the study was to gain new evidence for the presence of naturally present fixed cations and find out if at least a part of these can be liberated by hydration after hydrothermal treatment.

The methodological approach for cation liberation tests included different treatments with water at 60 °C and 150 °C, partly using an ultrasonic bath, and different reaction times prior to addition of the Cu-trien index cation for CEC analysis.

The study proved that at least part of the naturally present fixed cations could be rendered exchangeable (liberated) by the hydrothermal treatment before an index cation is added. The differences were small but significant.

Liberation of fixed cations was thought to increase the CEC but the increased amount of exchangeable cations was accompanied by a decrease of the CEC, which can probably be explained by partial smectite dissolution. This hypothesis was supported by measurements conducted at higher solid to liquid ratio in order to suppress smectite dissolution. The CEC decrease was less pronounced but at the same time less cations were liberated. In conclusion, the naturally present fixed cations are strongly bound and, supposedly, can only be liberated if the smectite structure is affected.

Future work will be devoted to finding alternative methods which are suitable for quantification of naturally present fixed cations in bentonites/smectites.

用一种典型的cec指数阳离子(如Cu-trien)交换的纯二八面体蒙脱石的化学分析通常显示出显著的Na-、Ca-和k含量,而与Mg相反,这些含量预计不会出现在八面体薄片中。它们应该出现在中间层中,但不能交换,因此被称为“固定阳离子”。该研究的目的是获得天然存在的固定阳离子的新证据,并发现在水热处理后,是否至少有一部分可以通过水合作用释放出来。阳离子释放试验的方法学方法包括60°C和150°C水的不同处理,部分使用超声波浴,以及在加入Cu-trien指数阳离子进行CEC分析之前的不同反应时间。研究证明,在加入指示阳离子之前,水热处理至少可以使部分天然存在的固定阳离子交换(释放)。差异虽小,但意义重大。固定阳离子的释放被认为增加了CEC,但交换阳离子数量的增加伴随着CEC的减少,这可能是部分蒙脱石溶解的原因。为了抑制蒙脱石的溶解,在较高的固液比下进行的测量支持了这一假设。CEC下降不太明显,但同时释放的阳离子较少。总之,自然存在的固定阳离子是强结合的,据推测,只有在蒙脱石结构受到影响时才能被释放。未来的工作将致力于寻找适合于量化膨润土/蒙脱石中天然存在的固定阳离子的替代方法。
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引用次数: 0
Adsorption of aqueous perfluorooctane sulfonate by raw and oleylamine-modified Iranian diatomite and zeolite: Material and application insight 原料和油胺改性的伊朗硅藻土和沸石对全氟辛烷磺酸的吸附:材料和应用见解
IF 5.6 2区 地球科学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2023-11-01 DOI: 10.1016/j.clay.2023.107101
Nafiseh Khodabakhshloo , Bhabananda Biswas

Perfluorooctanesulfonate (PFOS) is a hazardous chemical, and its presence in surface and groundwater poses a risk to environmental quality and human health. Containment is often applied to immobilize PFOS to stop or minimize the exposure. Mineral-based materials became promising adsorbents. However, there is scope to develop adsorbents using locally available minerals and understand their adsorption mechanisms. Here, we developed oleylamine-modified composites using naturally occurring Iranian zeolite and diatomaceous earth (DE). The mineralogy and surface properties of materials were fully characterized, and the adsorption of PFOS from simulated wastewater was linked to it. Clinoptilolite in zeolite sample, calcite and kaolinite in DE were main mineral assemblages. The raw samples also contained silica as a main constituent of them. Thermogravimetric analysis suggested that the materials were successfully modified with the oleylamine molecules in the material's structure and surfaces. These were further supported by scanning electronic microscopy (SEM), Fourier transmission infrared spectroscopy (FTIR), and surface and pore size analysis. After adsorption at various pHs, the isotherm of adsorption was also performed at ambient temperature. Modified DE and zeolite tend to adsorb PFOS (14.1 and 25.5 mg/g, respectively) more than their raw counterparts (4.72 and 0.39 mg/g, respectively). Adsorption models suggest monolayer and, in rare cases multilayer binding capacities and affinities toward PFOS. We analyzed the post-adsorption materials and discovered that electrostatic and hydrophobic interaction was likely the main cause of PFOS adsorbed to the material. This research helps to improve our knowledge of how PFOS adheres to untreated and surfactant-altered zeolite and DE in aquatic environments.

全氟辛烷磺酸(PFOS)是一种危险化学品,其在地表水和地下水中的存在对环境质量和人类健康构成风险。密封通常用于固定全氟辛烷磺酸,以停止或尽量减少暴露。矿物基材料成为很有前途的吸附剂。然而,利用当地可获得的矿物开发吸附剂并了解其吸附机制仍有很大的空间。在这里,我们开发了使用天然伊朗沸石和硅藻土(DE)的油胺改性复合材料。充分表征了材料的矿物学和表面性质,并将其与模拟废水中全氟辛烷磺酸的吸附联系起来。沸石样品中的斜沸石、DE样品中的方解石和高岭石是主要矿物组合。原始样品也含有二氧化硅作为它们的主要成分。热重分析表明,在材料的结构和表面上成功地修饰了油胺分子。扫描电镜(SEM)、傅里叶透射红外光谱(FTIR)以及表面和孔径分析进一步支持了这些结果。在不同ph值下吸附后,在常温下进行等温线吸附。改性DE和沸石对全氟辛烷磺酸的吸附量(分别为14.1和25.5 mg/g)高于未改性DE和沸石对全氟辛烷磺酸的吸附量(分别为4.72和0.39 mg/g)。吸附模型表明它是单层的,在极少数情况下是多层结合能力和对全氟辛烷磺酸的亲和力。我们分析了吸附后的材料,发现静电和疏水相互作用可能是PFOS吸附到材料上的主要原因。这项研究有助于提高我们对全氟辛烷磺酸如何附着在水生环境中未经处理和表面活性剂改变的沸石和DE的认识。
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引用次数: 0
Deep eutectic solvents-mediated synthesis of barium stannate/halloysite nanotubes-based nanocomposite for electrochemical detection of hazardous 4-nitroaniline 深共晶溶剂介导合成锡酸钡/羟基磷灰石纳米管基纳米复合材料用于危险4-硝基苯胺的电化学检测
IF 5.6 2区 地球科学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2023-11-01 DOI: 10.1016/j.clay.2023.107103
Thangavelu Sakthi Priya , Ragu Sasikumar , Tse-Wei Chen , Shen-Ming Chen , Byungki Kim , Thangavelu Kokulnathan

4-Nitroaniline (4-NA) compounds are considered highly hazardous to the environment and can be found in various chemical products, including pigments, dyes, fungicides, and pesticides. The presence of 4-NA in water poses significant carcinogenic risks to humans. Therefore, there is an urgent need to monitor and detect the environmentally hazardous 4-NA, especially in water samples. In this study, we have developed a novel nanocomposite based on barium stannate/halloysite-based (BaSnO3/HNTs) with a nanotube structure. The nanocomposite was synthesized using natural deep eutectic solvents (NADESs) and aimed at the selective electrochemical detection of 4-NA in water samples. Morphological studies clearly revealed the random incorporation of BaSnO3 nanoparticles (NPs) with diameters ranging from ∼10–50 nm onto the surface of HNTs. The incorporation of BaSnO3 NPs created more active sites and facilitated fast electron transport, as confirmed by EIS. Under a saturated N2 condition and at pH 7.0, the BaSnO3/HNT/SPCE exhibited excellent electrochemical performance with a very low limit of detection and a wide linear range of 2 nM and 0.009–1126 μM, respectively. Additionally, the proposed sensor for 4-NA demonstrated good anti-interference ability, repeatability (RSD ∼1.31%), and stability (RSD ∼1.09%). The obtained electrochemical analytical results of the synthesized composite validate its superior potential for real-time applications.

4-硝基苯胺(4-NA)化合物被认为对环境非常有害,可以在各种化学产品中找到,包括颜料、染料、杀菌剂和杀虫剂。水中4-NA的存在对人类具有显著的致癌风险。因此,迫切需要对环境有害物质4-NA进行监测和检测,特别是在水样中。在这项研究中,我们开发了一种基于锡酸钡/埃洛石基(BaSnO3/HNTs)的纳米复合材料,具有纳米管结构。采用天然深共晶溶剂(NADESs)合成了该纳米复合材料,旨在对水样中的4-NA进行选择性电化学检测。形态学研究清楚地揭示了直径在~ 10-50 nm之间的BaSnO3纳米颗粒(NPs)在HNTs表面的随机结合。EIS证实,BaSnO3 NPs的掺入产生了更多的活性位点,促进了快速的电子传递。在饱和N2和pH 7.0条件下,BaSnO3/HNT/SPCE表现出优异的电化学性能,检测限极低,线性范围为2 nM和0.009 ~ 1126 μM。此外,所提出的4-NA传感器具有良好的抗干扰能力、重复性(RSD ~ 1.31%)和稳定性(RSD ~ 1.09%)。所合成的复合材料的电化学分析结果验证了其在实时应用方面的优越潜力。
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引用次数: 1
Investigation of vapochromism of 3,3′,5,5′-tetramethylbenzidine-tetrasilicicfluormica intercalation compounds through visible diffuse reflection and powder X-ray diffraction 用可见漫反射和粉末x射线衍射研究3,3 ',5,5 ' -四甲基联苯胺-四硅酸氟插层化合物的气相变色性
IF 5.6 2区 地球科学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2023-11-01 DOI: 10.1016/j.clay.2023.107107
Reira Kinoshita, Shin'ichi Ishimaru

In this study, we synthesized intercalation compounds of 3,3′,5,5′-tetramethylbenzidine (TMB) and tetrasilicicfluormica (TSFM) via a commonly used cation exchange method with TMB2+/TSFM cation exchange capacity (CEC) ratios of 1.0, 2.0, 2.7, and 5.4. These materials were characterized using powder X-ray diffraction (XRD), X-ray fluorescence, thermogravimetric-differential thermal analysis, scanning electron microscopy, and visible absorption spectroscopy. The vapochromism of each sample was assessed directly from the exterior of the glass sample tube using diffuse reflectance spectroscopy. All specimens vacuum-dried at 50 °C appeared yellow but turned green under water vapor at TMB/CEC = 2.0, 2.7, and 5.4, and blue under acetonitrile vapor at all TMB/CEC ratios. The sample with TMB/CEC = 2.0, in particular, exhibited clear vapochromic effects towards water and acetonitrile. Methanol and formic acid induced color changes similar to that of water vapor but less intense, except at TMB/CEC = 2.0. The color of each sample faded upon exposure to gaseous ammonia, whereas ethanol, acetone, iodomethane, and nonpolar solvents did not induce any color changes. The powder XRD pattern suggested changes in the array structures of TMB in the interlayer spaces due to vapor exposure.

在本研究中,我们采用常用的阳离子交换法合成了3,3 ',5,5 ' -四甲基联苯胺(TMB)和四硅酸氟(TSFM)的插层化合物,TMB2+/TSFM阳离子交换容量(CEC)分别为1.0,2.0,2.7和5.4。采用粉末x射线衍射(XRD)、x射线荧光、热重差热分析、扫描电子显微镜和可见吸收光谱对这些材料进行了表征。每个样品的气相色度直接从玻璃样品管的外部使用漫反射光谱进行评估。所有样品在50°C真空干燥时呈现黄色,但在TMB/CEC = 2.0, 2.7和5.4时,在水蒸气下变为绿色,在所有TMB/CEC比下,在乙腈蒸汽下变为蓝色。当TMB/CEC = 2.0时,样品对水和乙腈表现出明显的气相变色效应。除TMB/CEC = 2.0外,甲醇和甲酸引起的颜色变化与水蒸气相似,但强度较小。每个样品的颜色在暴露于气态氨时都会褪色,而乙醇、丙酮、碘甲烷和非极性溶剂则不会引起任何颜色变化。粉末XRD谱图表明,由于蒸汽暴露,层间空间中TMB的阵列结构发生了变化。
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引用次数: 0
U(VI) retention in compact Callovo-Oxfordian clay stone at temperature (20–80 °C); What is the applicability of adsorption models? U(VI)在温度(20–80°C)下在致密的卡洛沃-牛津粘土石中的保留率;吸附模型的适用性是什么?
IF 5.6 2区 地球科学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2023-11-01 DOI: 10.1016/j.clay.2023.107093
G. Montavon , S. Ribet , C. Bailly , Y. Hassan Loni , B. Madé , B. Grambow

In the context of the radioactive waste management in deep geological formations, U(VI) retention by intact Callovo-Oxfordian claystone (COx) was studied by percolation-type experiments at 20 and 80 °C. The experimental results were confronted with modelling prediction based on a published adsorption model developed from dispersed media in the 20–80 °C temperature range. For the experiments at 20 °C, the adsorption model allowed to explain the results for the intact system; the retention was weak (Rd ∼ 10 Lkg−1) and the analysis of the COx phases at the end of the experiment confirmed a retention of U by the clay fraction. The adsorption model in temperature also explained the observed trend of increasing retention with increasing temperature. However, it underestimated the temperature effect on the adsorption of U(VI) by the COx clay fraction, and other phases contributed to the retention. Solid-state analysis of the percolation-doped samples indicated a reactivity in the order pyrite>clay>calcite phases. The transposition of the knowledge at 20 °C from the dispersed system to the intact medium was therefore not possible at 80 °C for the studied U(VI)/COx system.

在深部地质层放射性废物处理的背景下,通过20℃和80℃的渗流型实验研究了完整的Callovo-Oxfordian粘土岩(COx)对U(VI)的保留。实验结果与基于已发表的20-80°C温度范围内分散介质的吸附模型的建模预测相矛盾。在20℃下的实验中,吸附模型可以解释完整体系的结果;保留很弱(Rd ~ 10 L•kg−1),实验结束时对COx相的分析证实了粘土馏分对U的保留。温度下的吸附模型也解释了所观察到的随温度升高保留率增加的趋势。然而,它低估了温度对考克斯粘土组分吸附U(VI)的影响,其他相也有助于保留。对渗滤掺杂样品的固相分析表明,其反应性为黄铁矿&粘土&方解石相。因此,所研究的U(VI)/COx体系在80°C时不可能在20°C时将知识从分散体系转移到完整培养基。
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引用次数: 0
2D/1D ZnIn2S4/attapulgite hybrid materials for enhanced photocatalytic performance under visible light 增强可见光下光催化性能的2D/1D ZnIn2S4/凹凸棒石杂化材料
IF 5.6 2区 地球科学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2023-10-14 DOI: 10.1016/j.clay.2023.107162
Guangxin Zhang , Shilin Li , Yifei Li , Xiongbo Dong

The 2D/1D structure of ZnIn2S4/attapulgite was constructed by anchoring ZnIn2S4 nanosheets on the surface of attapulgite nanorods for the removal of tetracycline hydrochloride (TC) and rhodamine B (RhB). The 2D ZnIn2S4 was closely combined with the 1D attapulgite, and ZnIn2S4/attapulgite had a higher BET surface area (83.6 m2/g) than pure ZnIn2S4 (13.6 m2/g). The combination of ZnIn2S4 and attapulgite promoted pollutant adsorption by providing more exposed active sites and a larger contact area, which also contributed to enhanced photocatalytic performance. Under visible light irradiation, the as-prepared ZnIn2S4/attapulgite composites exhibited enhanced photocatalytic activity when compared with pure ZnIn2S4. After 9 min (50 min) of irradiation, the optimized ZnIn2S4/attapulgite photocatalyst removed about 99.9% RhB (82.1% TC). In addition, the ZnIn2S4/attapulgite photocatalyst demonstrated excellent photostability and availability. Compared with other photocatalysts, the samples in this work used natural minerals as the carrier, which significantly improved the dispersibility and adsorption performance of the catalyst, and was conducive to the improvement of catalytic performance. This work contributed to the development of photocatalysis for the removal of environmental liquid-phase pollutants.

通过将ZnIn2S4纳米片锚定在凹凸棒土纳米棒表面以去除盐酸四环素(TC)和罗丹明B(RhB),构建了ZnIn2S4/凹凸棒土的2D/1D结构。2D ZnIn2S4与1D凹凸棒石紧密结合,ZnIn2S4/凹凸棒石的BET表面积(83.6m2/g)高于纯ZnIn2S4。在可见光照射下,与纯ZnIn2S4相比,所制备的ZnIn2S4/凹凸棒石复合材料表现出更强的光催化活性。经过9分钟(50分钟)的辐照,优化的ZnIn2S4/凹凸棒石光催化剂去除了约99.9%的RhB(82.1%的TC)。此外,ZnIn2S4/凹凸棒石光催化剂表现出优异的光稳定性和可用性。与其他光催化剂相比,本工作中的样品以天然矿物为载体,显著提高了催化剂的分散性和吸附性能,有利于提高催化性能。这项工作有助于开发用于去除环境液相污染物的光催化技术。
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引用次数: 0
Intercalation of carbamide to globular glauconite by chemical processing for the creation of slow-release nanocomposites 用化学方法将尿素嵌入球形海绿石中,制备缓释纳米复合材料
IF 5.6 2区 地球科学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2023-10-01 DOI: 10.1016/j.clay.2023.107075
Maxim Rudmin , Prokopiy Maximov , Evan Dasi , Alexander Kurovsky , Yana Gummer , Kanipa Ibraeva , Victor Kutugin , Bulat Soktoev , Konstantin Ponomarev , Evgeny Tararushkin , Boris Makarov , Alexey Ruban

This article investigates the intercalation of carbamide within globular glauconite involving the chemical activation of glauconite with carbamide solution-gel at varying concentrations of total nitrogen (N). Mineral nanocomposites were prepared with a multitude of novel functions. As the N concentration of the initial solution increased, the proportion of intercalated N enhanced to 8%. A 20% of N concentration in carbamide solution maximizes intercalation. Intercalation occurs in the interlayer of smectite layers (micropores) in glauconite. In nanocomposites, the decrease in specific surface space, total volume pores, and average pore size reflect the absorption of carbamide in meso- and macropores of glauconite globules. Glauconite nanocomposites retain a spherical particle morphology and a distinct microlayer close to the surface. The increased proportion of nitrogen in the microlayers close to the surface indicates a high filtration capacity of the globules. The near-surface microlayer serves as a diffusion channel for the glauconite interior, where new substances are absorbed in the micro- (interlayer) and macropores. The stepwise kinetics of nutrient release, which supports the various forms of carbamide absorption in glauconite, distinguishes the nanocomposites. In addition to N-compounds, glauconite nanocomposites are mineral sources of the available potassium (K) in soils. As a result, chemically manufactured glauconite nanocomposites have some following advantages: the micro-granular mineral form, a permeable inner near-surface microlayer, incubated in micro-, meso-, and macropores N-compounds, and the available K.

本文研究了尿素溶液-凝胶在不同总氮浓度下对海绿石的化学活化作用。制备了具有多种新功能的矿物纳米复合材料。随着初始溶液N浓度的增加,插层N的比例增加到8%。尿素溶液中氮浓度为20%时,插层作用最大化。嵌层发生在海绿石的蒙脱石层(微孔)之间。在纳米复合材料中,比表面空间、孔隙总量和平均孔径的减小反映了海绿石微球中孔和大孔对尿素的吸收。海绿石纳米复合材料保持球形颗粒形态和靠近表面的明显微层。靠近表面的微层中氮的比例增加表明微球具有较高的过滤能力。近表面微层是海绿石内部的扩散通道,新物质在微(层间)孔和大孔中被吸收。营养物质释放的逐步动力学支持海绿石中各种形式的尿素吸收,从而区分了纳米复合材料。除了氮化合物,海绿石纳米复合材料是土壤中有效钾(K)的矿物来源。因此,化学合成的海绿石纳米复合材料具有以下优点:微颗粒矿物形式,可渗透的内部近表面微层,在微孔,中孔和大孔n化合物中孵育,以及可用的K。
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引用次数: 1
Highly stable natural zeolite/montmorillonite hybrid microspheres with green preparation process for efficient adsorption of ammonia nitrogen in wastewater 高稳定天然沸石/蒙脱土杂化微球绿色制备工艺高效吸附废水中氨氮
IF 5.6 2区 地球科学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2023-10-01 DOI: 10.1016/j.clay.2022.106787
Qihang Zhao , Chenhui Long , Zhiyi Jiang , Weiwei Yin , Aidong Tang , Huaming Yang

Adsorption technology has attracted increasing attention for the remediation of ammonia nitrogen pollutions from landfill leachate. However, developing effective adsorbing materials with low cost, outstanding activities and long-term stabilities in the aqueous environment remains a significant challenge. Zeolite with high ability of cation exchange is significantly preferable for the removal of ammonia nitrogen. Herein, a novel polyvinyl alcohol (PVA) thin membrane modified natural zeolite and Na-montmorillonite (NaMt) hybrid microspheres (denoted as PVA-(zeolite/Na-Mt)) adsorbent is successfully synthesized by a facile granulation and impregnation method. The adsorption experiments reveal that the multicomponent PVA-(zeolite/Na-Mt) microspheres show higher removal efficiency (98.16%) for ammonia nitrogen within 40 h even at a wide pH (3.0–11.0) and temperature (10–30 °C) range. Meanwhile, the spent PVA-(zeolite/Na-Mt) microspheres with high stability in aqueous environment for more than 20 days originates from the modification of the PVA molecule and enhanced adsorption performance that is beneficial for practical applications in the wastewater remediation field.

吸附技术在垃圾渗滤液氨氮污染的修复中越来越受到重视。然而,开发成本低、活性高、在水环境中长期稳定的有效吸附材料仍然是一个重大挑战。高阳离子交换能力的沸石对氨氮的去除效果显著。本文采用易造粒浸渍法制备了一种新型聚乙烯醇(PVA)薄膜改性天然沸石和钠蒙脱土(NaMt)杂化微球(简称PVA-(沸石/Na-Mt))吸附剂。吸附实验表明,在较宽的pH(3.0 ~ 11.0)和温度(10 ~ 30℃)范围内,多组分PVA-(沸石/Na-Mt)微球对氨氮的去除率在40 h内达到了98.16%。同时,废液中的PVA-(沸石/Na-Mt)微球在水环境中具有20天以上的高稳定性,源于PVA分子的改性和吸附性能的增强,有利于在废水修复领域的实际应用。
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引用次数: 2
Application of machine learning to study the effective diffusion coefficient of Re(VII) in compacted bentonite 应用机器学习研究稀土(VII)在膨润土中的有效扩散系数
IF 5.6 2区 地球科学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2023-10-01 DOI: 10.1016/j.clay.2023.107076
Zhengye Feng , Zepeng Gao , Yongjia Wang , Tao Wu , Qingfeng Li

Machine learning was used to predict the effective diffusion coefficient of radionuclides in compacted bentonites to reduce the cost of experimental methods. Through-diffusion experiments were conducted to determine the effective diffusion coefficient of Re(VII), which was used as a surrogate for 99Tc(VII), in compacted Anji bentonite. Five parameters (the external surface area, the ionic strength, the mass ratio of montmorillonite, the compacted dry density, and the accessible porosity) that affect the effective diffusion coefficient were calculated by a multi-porosity model to generate data for the analysis of the machine learning models to overcome the limited experimental data. The effective diffusion coefficient was predicted using two popular machine learning models, the Light Gradient Boosting Machine and Artificial Neural Network models, where the former exhibited higher sensitivity and accuracy in the prediction than the latter. The performance of the machine learning models was validated by comparing the experimental effective diffusion coefficients between this study and previous studies. The present work revealed that the machine learning method can be a powerful tool and may offer a new means of studying the effective diffusion coefficient.

利用机器学习预测核素在压实膨润土中的有效扩散系数,以降低实验方法的成本。用Re(VII)代替99Tc(VII),通过扩散实验确定了Re(VII)在压实安吉膨润土中的有效扩散系数。通过多孔隙模型计算影响有效扩散系数的5个参数(外表面积、离子强度、蒙脱土质量比、压实干密度、可达孔隙度),生成数据用于机器学习模型分析,克服实验数据有限的问题。使用两种流行的机器学习模型,光梯度增强机和人工神经网络模型来预测有效扩散系数,前者在预测中表现出更高的灵敏度和准确性。通过对比实验有效扩散系数,验证了机器学习模型的性能。本工作表明,机器学习方法是一种强有力的工具,可以为研究有效扩散系数提供一种新的手段。
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引用次数: 0
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Applied Clay Science
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