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CLM volume 57 issue 1 Cover and Back matter CLM第57卷第1期封面和封底
IF 1.5 4区 地球科学 Q3 Earth and Planetary Sciences Pub Date : 2022-03-01 DOI: 10.1180/clm.2022.32
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引用次数: 0
A deep learning neural network approach for predicting the factors influencing heavy-metal adsorption by clay minerals 粘土矿物吸附重金属影响因素预测的深度学习神经网络方法
IF 1.5 4区 地球科学 Q3 Earth and Planetary Sciences Pub Date : 2022-03-01 DOI: 10.1180/clm.2022.20
R. Liu, Lei Zuo, Jiajia Zhao, D. Tao
Abstract The treatment of water containing heavy metals has attracted increasing attention because the ingestion of such water poses risks to human health. Due to their relatively large specific surface areas and surface charges, clay minerals play a significant role in the adsorption of heavy metals in water. However, the major factors that influence the adsorption rates of clay minerals are not well understood, and thus methods to predict the sorption of heavy metals by clay minerals are lacking. A method that can identify the most appropriate clay minerals for removal of a given heavy metal, based on the predicted sorption of the clay minerals, is required. This paper presents a widely applicable deep learning neural network approach that yielded excellent predictions of the influence of the sorption ratio on the adsorption of heavy metals by clay minerals. The neural network model was based on datasets of heavy-metal parameters that are available generally. It yielded highly accurate predictions of the adsorption rate based on training data from the dataset and was able to account for a wide range of input parameters. A Pearson sensitivity analysis was used to determine the contributions of individual input parameters to the adsorption rates predicted by the neural network. This newly developed method can predict the major factors influencing heavy-metal adsorption rates. The model described here could be applied in a wide range of scenarios.
摘要含重金属的水的处理越来越受到关注,因为摄入此类水会对人类健康造成风险。粘土矿物由于其相对较大的比表面积和表面电荷,在吸附水中重金属方面发挥着重要作用。然而,影响粘土矿物吸附速率的主要因素尚不清楚,因此缺乏预测粘土矿物吸附重金属的方法。需要一种方法,根据粘土矿物的预测吸附,确定最适合去除给定重金属的粘土矿物。本文提出了一种广泛应用的深度学习神经网络方法,该方法对吸附率对粘土矿物吸附重金属的影响进行了极好的预测。神经网络模型基于通常可用的重金属参数数据集。它基于数据集的训练数据对吸附速率进行了高度准确的预测,并能够考虑广泛的输入参数。使用Pearson灵敏度分析来确定单个输入参数对神经网络预测的吸附速率的贡献。这种新开发的方法可以预测影响重金属吸附速率的主要因素。这里描述的模型可以应用于广泛的场景中。
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引用次数: 1
Assessing trace-element mobility during alteration of rhyolite tephra from the Dinaride Lake System using glass-phase and clay-separate laser ablation inductively coupled plasma mass spectrometry 使用玻璃相和粘土分离激光烧蚀电感耦合等离子体质谱法评估Dinaride湖系统流纹岩-火山灰岩蚀变过程中的微量元素迁移率
IF 1.5 4区 地球科学 Q3 Earth and Planetary Sciences Pub Date : 2022-03-01 DOI: 10.1180/clm.2022.12
L. Badurina, B. Šegvić
Abstract This paper reports a novel approach in the study of trace-element mobility during the argillization of volcanic glass that is based on in situ laser ablation inductively coupled plasma mass spectrometry glass analyses and that of spatially related illite-smectite collected in the form of fraction separates. The material studied originates from lacustrine sediments of the Dinaride Lake System that bear evidence of intensive weathering of distal tephra during the Miocene climatic optimum. Yttrium and HREE were probably mobilized from decomposing glass in the form of carbonate complexes and were consequently depleted significantly in the clays studied. On the other hand, the Mg-rich illite-smectite demonstrates an elevated adsorption potential of solvated LREE complexes. This may be explained through clay surface geochemistry controlled largely by Mg for Al octahedral substitution. This paper highlights the role of eogenetic 2:1 clay aluminosilicates that, under favourable geological conditions, may be conducive to secondary REE enrichment and the formation of potential ion adsorption-type deposits.
摘要本文报道了一种基于原位激光烧蚀电感耦合等离子体质谱分析的火山玻璃泥化过程中微量元素迁移率研究的新方法,该方法基于以馏分分离物形式收集的伊利石-蒙脱石的空间相关分析。所研究的材料来自Dinaride湖系的湖泊沉积物,这些沉积物在中新世气候最佳时期具有远端tephra强烈风化的证据。钇和稀土元素可能以碳酸盐配合物的形式从分解的玻璃中被调动起来,因此在粘土中被大量消耗。另一方面,富镁的伊利石-蒙脱石对溶剂化的轻稀土配合物具有较高的吸附电位。这可能是由于粘土表面地球化学主要受Mg取代Al的八面体取代所控制。在有利的地质条件下,古成2:1粘土铝硅酸盐可能有利于稀土元素的二次富集和潜在离子吸附型矿床的形成。
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引用次数: 4
Removal of ivermectin from aqueous media using commercial, bentonite-based organophilic clay as an adsorbent 使用商业膨润土基有机粘土作为吸附剂从水性介质中去除伊维菌素
IF 1.5 4区 地球科学 Q3 Earth and Planetary Sciences Pub Date : 2022-03-01 DOI: 10.1180/clm.2022.16
R. P. Nippes, P. D. Macruz, Thaísa Frossard Coslop, Deise Molinari, M. H. N. O. Scaliante
Abstract The worldwide use of pharmaceuticals is of concern to those researchers who develop new techniques for the removal of these compounds from the aquatic medium. The objective of the present work was to characterize and evaluate the performance of a commercial, bentonite-based organophilic clay in removing ivermectin from aqueous solution. The adsorbent was characterized by nitrogen physisorption, thermogravimetric-differential scanning calorimetry (TG-DSC), X-ray diffraction (XRD) and Fourier-transform infrared spectroscopy (FTIR). Batch-scale adsorption experiments were performed to evaluate the kinetics, isotherms, thermodynamics and effect of pH on removal of this drug and reuse of the clay. The bentonite has a small specific surface area with an irregular surface. The Elovich kinetic model fits the experimental data better than other models, indicating that chemisorption contributes to drug removal in this case. The Langmuir and Sips isothermal models best fit the experimental equilibrium data. The process was shown to be favorable (ΔG°ads<0), endothermic (ΔH°ads>0), with an increase in the degrees of freedom at the solid–liquid interface (ΔS°ads>0), and with characteristics of a physical-chemical adsorption process (Ea = 11.065 kJ mol–1) under the study conditions. Adsorption was favored at the natural pH of the solution and the organophilic clay could be regenerated with water and reused in consecutive adsorption cycles. The amount of ivermectin adsorbed on the organophilic clay ranged from 1.78 to 3.88 mg g–1. The organophilic clay was shown to be a cost-effective potential adsorbent for ivermectin-contaminated water-treatment applications.
摘要药物在世界范围内的使用引起了那些开发从水生介质中去除这些化合物的新技术的研究人员的关注。本工作的目的是表征和评估商业膨润土基有机粘土从水溶液中去除伊维菌素的性能。通过氮气物理吸附、热重-差示扫描量热法(TG-DSC)、X射线衍射(XRD)和傅立叶变换红外光谱(FTIR)对吸附剂进行了表征。进行了批量吸附实验,以评估动力学、等温线、热力学和pH对该药物去除和粘土再利用的影响。膨润土的比表面积较小,表面不规则。Elovich动力学模型比其他模型更符合实验数据,表明在这种情况下,化学吸附有助于药物去除。Langmuir和Sips等温模型最符合实验平衡数据。在研究条件下,该过程是有利的(ΔG°ads0),固液界面的自由度增加(ΔS°ads>0),并具有物理-化学吸附过程的特征(Ea=11.065 kJ mol–1)。在溶液的自然pH下有利于吸附,亲有机粘土可以用水再生并在连续的吸附循环中重复使用。伊维菌素在亲有机粘土上的吸附量为1.78至3.88 mg g–1。亲有机粘土被证明是一种具有成本效益的潜在吸附剂,可用于伊维菌素污染的水处理应用。
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引用次数: 2
Engineering clay minerals to manage the functions of soils 工程粘土矿物来管理土壤的功能
IF 1.5 4区 地球科学 Q3 Earth and Planetary Sciences Pub Date : 2022-03-01 DOI: 10.1180/clm.2022.19
Menghan Yu, Sarwar Muhammad Tariq, Huaming Yang
Abstract Clay minerals are essential components of soil systems and understanding their role in soil structure and function is critical for soil environmental quality management and sustainable agricultural development. An in-depth study of clay minerals and the development of related materials is essential for a complete understanding and effective management of soil systems. This review is a detailed compilation of relevant studies over the past decade in this area, focusing on an overview of clay minerals and their modified materials and their regulation of soil structure and function. We focus on the direct influence of clay minerals on the physical, chemical and biological properties of soils, such as soil structure, soil fertility, plant growth, soil microbial activity and soil carbon sequestration. Finally, we concluded by summarizing the existing issues with clay mineral materials in soil improvement and by outlining potential future development trends and strategies.
黏土矿物是土壤系统的重要组成部分,了解其在土壤结构和功能中的作用对土壤环境质量管理和农业可持续发展至关重要。对粘土矿物的深入研究和相关材料的开发是全面了解和有效管理土壤系统的必要条件。本文对近十年来该领域的相关研究进行了综述,重点介绍了粘土矿物及其改性材料及其对土壤结构和功能的调节作用。重点研究黏土矿物对土壤物理、化学和生物特性的直接影响,如土壤结构、土壤肥力、植物生长、土壤微生物活性和土壤固碳等。最后,总结了粘土矿物材料在土壤改良中存在的问题,并提出了未来可能的发展趋势和策略。
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引用次数: 3
Adsorption of crystal violet on kaolinite clay: kinetic and equilibrium study using non-linear models 结晶紫在高岭土上吸附的动力学和平衡研究
IF 1.5 4区 地球科学 Q3 Earth and Planetary Sciences Pub Date : 2022-03-01 DOI: 10.1180/clm.2022.18
A. Boukhemkhem, Bamhammed Aissa-Ouaissi-Sekkouti, J. Bedia, C. Belver, C. B. Molina
Abstract This work studied the efficiency of Tamazert kaolinite clay for adsorbing the cationic dye crystal violet from an aqueous solution in a batch system. The kinetics of the process and the equilibrium of adsorption were studied using non-linear models. The characterization of Tamazert kaolinite clay showed that it has structural, textural and surface properties that are suitable for adsorption. The effects of various process parameters such as contact time, initial dye concentration, initial pH, adsorbent dose and temperature were tested. The kinetic study using non-linear regression showed that the pseudo-second order model best fitted the experimental data. The intra-particle model was also used to estimate the contribution of intra-particle diffusion to this process. The adsorption isotherms were fitted to Freundlich, Langmuir and Redlich–Peterson models, showing that the adsorption is limited to a monolayer with a monolayer adsorption capacity of 44.2 mg g–1. The thermodynamic study indicated that the process is exothermic, spontaneous and accompanied by a decrease in entropy.
摘要:本文研究了塔马采特高岭石粘土对阳离子染料结晶紫的间歇吸附效果。采用非线性模型研究了该过程的动力学和吸附平衡。对Tamazert高岭石粘土的表征表明,其具有适合吸附的结构、结构和表面性能。考察了接触时间、初始染料浓度、初始pH、吸附剂剂量和温度等工艺参数对吸附效果的影响。非线性回归的动力学研究表明,拟二阶模型最能拟合实验数据。粒子内模型也被用来估计粒子内扩散对这一过程的贡献。吸附等温线符合Freundlich、Langmuir和Redlich-Peterson模型,表明吸附仅限于单层,单层吸附量为44.2 mg g-1。热力学研究表明,这一过程是自发的放热过程,并伴有熵的减小。
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引用次数: 2
Mineral stabilities in soils: how minerals can feed the world and mitigate climate change 土壤中的矿物质稳定性:矿物质如何养活世界和减缓气候变化
IF 1.5 4区 地球科学 Q3 Earth and Planetary Sciences Pub Date : 2022-03-01 DOI: 10.1180/clm.2022.17
D. A. C. Manning
Abstract Mineral reactions in soils demonstrably take place on a human timescale. The weathering of silicate ‘rock-forming’ minerals releases nutrients that are essential for plant growth, including silica. This process consumes CO2, which is ultimately derived from the atmosphere, through enhanced rock weathering. From a human perspective, the weathering process has two beneficial functions – crop nutrition and climate mitigation – through the removal of atmospheric CO2. By considering these as a coupled process, the release of silica during weathering can be matched to what is taken from the soil by a crop (e.g. wheat). A simple analysis shows that the amount of silica that accumulates in wheat during a 4 month growing period is readily released by the weathering of pyroxene and plagioclase, minerals that commonly occur in basaltic igneous rocks. In contrast, the dissolution rate for quartz is so low that it cannot supply the silica taken up by the crop and is inert. Similarly, dissolution of clay minerals releases sufficient silica for plant uptake. Rapid weathering of silicate minerals within soils is evident from images of surfaces of grains exposed in soils for periods of 10–100 years. The evidence for silicate rock weathering as part of the soil system that sustains humanity is provided by the vegetation that we see around us.
摘要土壤中的矿物反应明显发生在人类的时间尺度上。硅酸盐“岩石形成”矿物的风化释放出对植物生长至关重要的营养物质,包括二氧化硅。这一过程消耗二氧化碳,最终通过增强岩石风化作用从大气中获得。从人类的角度来看,风化过程通过去除大气中的二氧化碳,具有两种有益的功能——作物营养和气候缓解。通过将这些视为一个耦合过程,风化过程中二氧化硅的释放可以与作物(如小麦)从土壤中吸收的二氧化硅相匹配。一个简单的分析表明,在4个月的生长期内,小麦中积累的二氧化硅量很容易通过辉石和斜长石的风化释放,辉石和斜长岩是玄武岩火成岩中常见的矿物。相反,石英的溶解速率非常低,以至于它不能提供作物吸收的二氧化硅,并且是惰性的。同样,粘土矿物的溶解释放出足够的二氧化硅供植物吸收。土壤中硅酸盐矿物的快速风化从暴露在土壤中10-100年的颗粒表面图像中可以明显看出。硅酸盐岩石风化是维持人类生存的土壤系统的一部分,这一证据是由我们周围的植被提供的。
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引用次数: 1
Efficient removal of crystal violet from solution by montmorillonite modified with docosyl-trimethylammonium chloride and sodium dodecyl sulfate: modelling, kinetics and equilibrium studies 二十二烷基三甲基氯化铵和十二烷基硫酸钠改性蒙脱土有效去除溶液中结晶紫的模型、动力学和平衡研究
IF 1.5 4区 地球科学 Q3 Earth and Planetary Sciences Pub Date : 2022-03-01 DOI: 10.1180/clm.2022.15
Malihe Sarabadan, H. Bashiri, S. Mousavi
Abstract Two novel modified montmorillonite (Mnt) components were prepared using Mnt nanoparticles and two surfactants: docosyl-trimethylammonium chloride (BTAC) and sodium dodecyl sulfate (SDS). These modified Mnts were used to remove a carcinogenic and harmful dye, crystal violet (CV), from solution. Optimization and modelling studies of the adsorption of these two modified Mnts were performed using response surface methodology. Four influential variables (concentration of adsorbent, temperature, pH and CV concentration) were studied to obtain the optimum conditions for CV removal. The optimal values of these variables for the two modified Mnts yielded 100% dye-removal efficiency. The optimum conditions for CV adsorption on Mnt-BTAC and Mnt-BTAC-SDS, respectively, are temperatures of 25.00 and 33.29°C, pH values of 9 and 10.1, CV concentrations of 50.00 and 10.44 mg L–1 and adsorbent concentrations of 1.00 and 0.98 g L–1. In equilibrium studies of the two modified Mnts, the Temkin isotherm was selected as an appropriate model, and in kinetic studies of these Mnts, the fractal-like integrated kinetics Langmuir model was found to be the best model. The Mnt-BTAC-SDS component is an affordable adsorbent with high adsorption capacity for CV.
摘要采用纳米Mnt和两种表面活性剂:二十二烷基三甲基氯化铵(BTAC)和十二烷基硫酸钠(SDS)制备了两种新型改性蒙脱土(Mnt)组分。这些改性的Mnts用于从溶液中去除致癌有害染料结晶紫(CV)。使用响应面方法对这两种改性Mnts的吸附进行了优化和建模研究。研究了四个影响因素(吸附剂浓度、温度、pH和CV浓度),以获得去除CV的最佳条件。两种改性Mnts的这些变量的最佳值产生100%的染料去除效率。在Mnt-BTAC和Mnt-BTAC-SDS上吸附CV的最佳条件分别为温度25.00和33.29°C,pH值9和10.1,CV浓度50.00和10.44 mg L–1,吸附剂浓度1.00和0.98 g L–1。在对两种改性Mnts的平衡研究中,选择Temkin等温线作为合适的模型,在对这些Mnts的动力学研究中,发现分形积分动力学Langmuir模型是最好的模型。Mnt BTAC SDS组分是一种价格合理的吸附剂,对CV具有高吸附能力。
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引用次数: 0
CLM volume 57 issue 1 Cover and Front matter CLM第57卷第1期封面和封面问题
IF 1.5 4区 地球科学 Q3 Earth and Planetary Sciences Pub Date : 2022-03-01 DOI: 10.1180/clm.2022.33
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引用次数: 0
Preparation of layered double hydroxide films using an electrodeposition and subsequent crystal growth method 用电沉积和随后的晶体生长方法制备层状双氢氧化物薄膜
IF 1.5 4区 地球科学 Q3 Earth and Planetary Sciences Pub Date : 2021-12-01 DOI: 10.1180/clm.2022.8
N. Sonoyama, Shizuka Yamada, T. Ota, Haruna Inagaki, Patrick K. Dedetemo, Satoshi Yoshida
Abstract The surface coating of a gas reaction electrode with layered double hydroxides (LDHs) featuring various electrode catalyst activities was prepared via electrodeposition and the subsequent crystal growth of LDHs. LDH formation was confirmed by X-ray diffraction and Raman scattering measurements after subsequent crystal growth on respective electrodeposited precursor films in Ni-Fe and Zn-Al LDH systems. However, the crystal growth of LDHs in Ni-Mn and Cu-Mn systems was observed on the Mg-Al LDH-electrodeposited films. LDH films were also deposited on the surface of a carbon paper electrode with a rugged surface via electrodeposition and subsequent crystal growth. Using the prepared LDH-coated carbon paper electrodes, the electrode catalytic activity for the oxygen reduction reaction (ORR) was examined. For Ni-Mn, Ni-Al and Ni-Fe LDH-coated carbon paper electrodes, the threshold voltages of the ORR decreased. Hence, the LDHs electrodeposited on a gas reaction electrode have high electrochemical catalytic activity for the ORR.
摘要通过电沉积和随后的LDHs晶体生长,制备了具有各种电极催化剂活性的层状双氢氧化物(LDHs)的气体反应电极表面涂层。随后在Ni-Fe和Zn-Al-LDH系统中的相应电沉积前体膜上生长晶体后,通过X射线衍射和拉曼散射测量证实了LDH的形成。然而,在Mg-Al-LDH电沉积膜上观察到LDHs在Ni-Mn和Cu-Mn体系中的晶体生长。LDH膜也通过电沉积和随后的晶体生长沉积在具有粗糙表面的碳纸电极的表面上。使用制备的LDH涂层碳纸电极,考察了电极对氧还原反应(ORR)的催化活性。对于Ni-Mn、Ni-Al和Ni-Fe LDH涂层的碳纸电极,ORR的阈值电压降低。因此,电沉积在气体反应电极上的LDH对ORR具有高的电化学催化活性。
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引用次数: 1
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Clay Minerals
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