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Face-degree and reverse-degree topological indices for quantitative structure property predictions of benzenoid hydrocarbons 面度和逆度拓扑指标用于苯烃定量结构性质预测
IF 2.5 4区 化学 Q2 Engineering Pub Date : 2025-12-20 DOI: 10.1007/s11696-025-04399-5
Micheal Arockiaraj, Thirsha Rajendran, Krishnan Balasubramanian

Benzenoid hydrocarbons, ubiquitous members of polycyclic aromatic hydrocarbons, are of significant interest because of their applications in various fields, ranging from toxicological to environmental science. The intriguing nature of aromaticity combined with its importance in predictive carcinogenicity models has created a compelling need for the development of quantitative models for predicting its physicochemical properties. This study introduces topological indices that consider the faces of molecular structures, their associated bond degrees, and generalized reverse degrees. By incorporating these parameters, we aim to develop a newer approach for the prediction of molecular properties by taking into peripheral structural features of the molecular structures composed of benzene rings. We have developed QSPR models using the face indices using a dataset of 79 benzenoid hydrocarbons to predict key physicochemical properties, including boiling points, flash points, retention indices, polarizabilities, heat capacities, enthalpies of vaporization, molar refraction indices, and log P. Furthermore, we validated these models using the leave-one-out cross-validation method, demonstrating strong linear correlations with the studied properties. We also point out that the intriguing face index reported in the literature is the same as a particular case of degree-based indices.

苯类碳氢化合物是多环芳烃中普遍存在的成员,由于其在从毒理学到环境科学等各个领域的应用而引起了人们的极大兴趣。芳香性的有趣性质与它在预测致癌性模型中的重要性相结合,创造了一个迫切需要发展定量模型来预测其物理化学性质。本研究引入了考虑分子结构面、相关键度和广义逆度的拓扑指数。通过结合这些参数,我们的目标是通过考虑苯环组成的分子结构的外围结构特征,开发一种新的方法来预测分子性质。我们利用79种苯类烃数据集的表面指数建立了QSPR模型,以预测关键的物理化学性质,包括沸点、闪点、保留指数、极化率、热容、汽化焓、摩尔折射率和对数p。此外,我们使用留一交叉验证方法验证了这些模型,证明了这些模型与所研究的性质有很强的线性相关性。我们还指出,在文献中报道的有趣的脸指数与基于学位的指数的特定情况相同。
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引用次数: 0
Hybrid approach for enhanced synthesis and efficiency prediction of sulfur–nitrogen co-doped Fe2O3 nanostructures in methylene blue dye removal processes 硫氮共掺杂Fe2O3纳米结构在亚甲基蓝染料去除过程中的增强合成和效率预测的混合方法
IF 2.5 4区 化学 Q2 Engineering Pub Date : 2025-12-18 DOI: 10.1007/s11696-025-04416-7
V. S. Anusuya Devi, K. A. Jayasheel Kumar, Rakesh Chandrashekar, Jagannath J. Kadam

The synthesis of sulfur–nitrogen co-doped Fe2O3 nanostructures is crucial for enhancing dye removal efficiency in wastewater treatment. However, optimizing the synthesis process to achieve accurate predictions of dye removal performance remains a challenging task due to the complex interactions between parameters. This research presents a new approach for synthesizing sulfur–nitrogen co-doped Fe2O3 nanostructures by hybridizing the similarity-navigated graph neural network (SNGNN) with the Namib beetle optimization (NBO) algorithm, hereafter referred to as the SNGNN-NBO method. The main aim of this work is to accurately predict the methylene blue dye removal efficiency. The SNGNN method is employed to predict the dye removal percentage, ensuring that the synthesis process is optimized for enhanced nanostructure properties. The NBO algorithm is used to optimize the weight parameter of the SNGNN method. The proposed technique is evaluated using MATLAB and compared with various existing approaches, such as ant colony optimization (ACO), artificial neural network-genetic algorithm (ANN-GA), and adaptive particle swarm optimization (APSO). The proposed method achieves a low error of 0.1% and a high dye removal percentage of 98%, outperforming the existing methods. This demonstrates the effectiveness of the SNGNN-NBO approach in accurately predicting and optimizing dye removal efficiency, offering a comprehensive solution for the synthesis of sulfur–nitrogen co-doped Fe2O3 nanostructures.

硫氮共掺杂Fe2O3纳米结构的合成是提高废水处理中染料去除率的关键。然而,由于参数之间复杂的相互作用,优化合成工艺以实现对染料去除性能的准确预测仍然是一项具有挑战性的任务。本研究提出了一种将相似导航图神经网络(SNGNN)与Namib甲虫优化(NBO)算法(以下简称SNGNN-NBO)相结合,合成硫氮共掺杂Fe2O3纳米结构的新方法。本工作的主要目的是准确预测亚甲基蓝染料的去除效率。采用SNGNN方法预测染料去除率,确保优化合成工艺以增强纳米结构性能。采用NBO算法对SNGNN方法的权值参数进行优化。利用MATLAB对该方法进行了评估,并与蚁群优化(ACO)、人工神经网络遗传算法(ANN-GA)和自适应粒子群优化(APSO)等现有方法进行了比较。该方法的误差低至0.1%,染料去除率高达98%,优于现有方法。这证明了SNGNN-NBO方法在准确预测和优化染料去除效率方面的有效性,为硫氮共掺杂Fe2O3纳米结构的合成提供了全面的解决方案。
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引用次数: 0
Study on the effect of electronic carriers on extracellular electron transfer microbial corrosion in carbon starvation environment 碳饥饿环境下电子载体对胞外电子转移微生物腐蚀影响的研究
4区 化学 Q2 Engineering Pub Date : 2025-12-11 DOI: 10.1007/s11696-025-04446-1
Yanyu Cui, Xihao Pan, Yu Li, Qingmiao Ding, Junda Lv
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引用次数: 0
Response Surface Methodology for Detoxification of Malachite green using Crosslinked Chitosan Bentonite composite 交联壳聚糖膨润土复合材料解毒孔雀石绿的响应面法
IF 2.5 4区 化学 Q2 Engineering Pub Date : 2025-11-26 DOI: 10.1007/s11696-025-04348-2
Maithili Khapre, Sarika Vithalkar, Apurva Bambal, Ravin Jugade,  Dhanashree Khapre

Recent environmental issues, such as climate change, air, water, soil pollution, biodiversity loss, and deforestation, take a heavy toll on the natural ecology of many living being including humans. To ease the situation, scientists and environmentalists are working on innovative approaches to purify and clean our surroundings. This study aims to present a sustainable adsorbent material—cross-linked chitosan bentonite composite to remove the harmful malachite green dye from wastewater system. Dyes are an integral part of many industries and find their way to the natural water bodies through drainage systems carrying effluents. A blend of two environment-friendly and efficient materials, namely chitosan and bentonite, are used for removal of dye molecules. The study includes characterization studies of the adsorbent using techniques of FT-IR, SEM-EDAX, XRD, and TG–DTA analysis along with optimization of operational parameters, such as pH, dose, concentration, and time, through batch adsorption experiments. A mathematical model, response surface methodology has been implemented to the data obtained in order to collect information regarding optimization of the process. Apart from this, the kinetic and isothermal analysis was also performed to get insights of the adsorption phenomena. The observed data on adsorption isotherm correlated to Langmuir isotherm model with adsorption capacity of 333.33 mg L−1 and data on kinetics suggested pseudo-second-order mechanics for uptake of dye with R2 value greater than 0.999 showing linear relationship. Furthermore, the fixed-bed or column adsorption method was also studied to evaluate column parameters.

Graphic abstract

最近的环境问题,如气候变化、空气、水、土壤污染、生物多样性丧失、森林砍伐等,对包括人类在内的许多生物的自然生态造成了严重影响。为了缓解这种情况,科学家和环保主义者正在研究创新的方法来净化和清洁我们的环境。研究了交联壳聚糖膨润土复合材料对废水中有害的孔雀石绿染料的可持续吸附。染料是许多工业不可分割的一部分,并通过带污水的排水系统进入自然水体。两种环保高效的材料,即壳聚糖和膨润土的混合物,用于去除染料分子。该研究包括利用FT-IR、SEM-EDAX、XRD和TG-DTA等技术对吸附剂进行表征,并通过批量吸附实验对pH、剂量、浓度和时间等操作参数进行优化。为了收集有关工艺优化的信息,对得到的数据建立了数学模型和响应面法。除此之外,还进行了动力学和等温分析,以深入了解吸附现象。吸附等温线数据符合Langmuir等温线模型,吸附量为333.33 mg L−1;吸附动力学数据符合拟二级吸附机制,R2值大于0.999,呈线性关系。此外,还研究了固定床或柱吸附法对柱参数的评价。图形抽象
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引用次数: 0
Evaluation of the synergistic effect of amino acid deep eutectic solvents as additives for enantioseparation in nonaqueous capillary electrophoresis 氨基酸深度共晶溶剂在非水毛细管电泳中对映体分离的协同作用评价
4区 化学 Q2 Engineering Pub Date : 2025-11-21 DOI: 10.1007/s11696-025-04494-7
Hongqing Xu, Xiaofei Ma, Xiaomin Guan
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引用次数: 0
Overcoming antifungal drug resistance: potent antioxidant, antifungal, genotoxic, and antibiofilm properties of Lavandula angustifolia and Thymus vulgaris against candida species 克服抗真菌耐药性:薰衣草和麝香对假丝酵母菌具有有效的抗氧化、抗真菌、基因毒性和抗生物膜特性
IF 2.5 4区 化学 Q2 Engineering Pub Date : 2025-11-20 DOI: 10.1007/s11696-025-04387-9
Faisal Al-Sarraj, Ehab Mattar, Tahani M. Alqahtani, Enas A. Almanzalawi, Majid Al-Zahrani, Nada Mahmoud Nass, Albandary Nasser Alsaloom, Mashail A. Alghamdi, Ameena A. AL-surhanee, Ahmed M. Abdulfattah, Ibrahim Alotibi, Ayman Jafer, Rania Z. Ahmed, Reem M. Farsi, Alya Redhwan, Bayan H. Sajer, Mustafa M. Senna, Raafat T. M. Makhlof, Sawsan Abd Ellatif, Elsayed S. Abdel Razik, Amira A. Ibrahim

Fatal human diseases arise from a diverse of microbial infections. Among these, Candida species pose significant challenges in healthcare settings due to their ability to transition morphologically from yeast to hyphal forms, form resistant biofilms, and cause co-infections with other bacterial pathogens. The increasing prevalence of drug resistance to commonly used antimicrobial agents, alongside adverse side effects associated with these treatments, has heightened the demand for safe and effective novel therapeutic options. Plant-derived compounds are recognized for their potential therapeutic properties and may offer promising alternatives. This study investigated the phytochemical composition, antioxidant properties, and cytogenetic effects of hydroalcoholic extracts from Lavandula angustifolia (lavender) and Thymus vulgaris (thyme). Treatment with hydroalcoholic extracts of L. angustifolia and T. vulgaris (100 µg/ml) significantly reduced the expression of key virulence genes (SAP4, BCR1, EFG1, ALS3) and inhibited biofilm formation in C. albicans and C. tropicalis. These effects are attributed to the antifungal and antibiofilm activities of bioactive compounds such as polyphenols, flavonoids, tannins, and terpenoids, and other functionalized phytocompounds, which effectively reduce biofilm formation and induce cellular damage in Candida species.

Graphical abstract

致命的人类疾病是由多种微生物感染引起的。其中,念珠菌在医疗保健环境中构成了重大挑战,因为它们能够从酵母菌形态转变为菌丝形态,形成耐药生物膜,并引起与其他细菌病原体的共感染。对常用抗微生物药物的耐药性日益普遍,以及与这些治疗相关的不良副作用,增加了对安全有效的新治疗选择的需求。植物源性化合物因其潜在的治疗特性而被公认,并可能提供有希望的替代品。研究了薰衣草(Lavandula angustifolia)和百里香(thyymus vulgaris)水醇提取物的植物化学成分、抗氧化特性和细胞遗传学作用。100µg/ml的水酒精提取物可显著降低白色假丝酵母菌和热带假丝酵母菌关键毒力基因SAP4、BCR1、EFG1、ALS3的表达,抑制生物膜的形成。这些作用归因于生物活性化合物的抗真菌和抗生物膜活性,如多酚、黄酮类、单宁、萜类和其他功能化的植物化合物,它们有效地减少了假丝酵母菌物种的生物膜形成并诱导细胞损伤。图形抽象
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引用次数: 0
Impact of Si and/or Cr on the characteristics of FeNiMn-based alloys produced by powder metallurgy Si和/或Cr对粉末冶金fenimn基合金性能的影响
IF 2.5 4区 化学 Q2 Engineering Pub Date : 2025-11-04 DOI: 10.1007/s11696-025-04427-4
Shimaa A. Abolkassem, Aliaa Abdelfatah, Omayma A. Elkady, Lamiaa Z. Mohamed

Equiatomic FeNiMnSi, FeNiMnCr, and FeNiMnSiCr alloys were fabricated using the powder metallurgy technique. Thermodynamic calculations classified FeNiMnSi and FeNiMnCr as medium-entropy alloys, while FeNiMnSiCr was identified as a high-entropy alloy (HEA). Among these, FeNiMnSiCr exhibited the highest relative density and the most favorable thermodynamic stability (Ω = 5.57, ∆Smix = 13.38 kJ/mol K). X-ray diffraction, scanning electron microscopy, and energy-dispersive X-ray spectroscopy confirmed a multiphase microstructure with well-dispersed elements. Mechanical testing revealed that FeNiMnSi and FeNiMnSiCr exhibited higher hardness compared with FeNiMnCr. In corrosion studies, FeNiMnSiCr demonstrated the lowest corrosion rates of 0.41 mm/y in 1 M HCl, 0.11 mm/y in 1 M HNO3, and 0.46 mm/y in 1 M H2SO4, confirming its superior chemical resistance. Surface examinations further revealed reduced micro-galvanic attack compared with FeNiMnSi and FeNiMnCr. Overall, these results highlight FeNiMnSiCr as a promising HEA with a balanced combination of mechanical strength and corrosion resistance.

采用粉末冶金技术制备了FeNiMnSi、FeNiMnCr和FeNiMnSiCr等原子合金。热力学计算将FeNiMnSi和FeNiMnCr划分为中熵合金,而FeNiMnSiCr为高熵合金(HEA)。其中,FeNiMnSiCr的相对密度最高,热力学稳定性最佳(Ω = 5.57,∆Smix = 13.38 kJ/mol K)。x射线衍射,扫描电子显微镜和能量色散x射线光谱证实了具有良好分散元素的多相微观结构。力学性能测试表明,FeNiMnSi和FeNiMnSiCr的硬度高于FeNiMnCr。在腐蚀研究中,FeNiMnSiCr表现出最低的腐蚀速率,在1 M HCl中为0.41 mm/y,在1 M HNO3中为0.11 mm/y,在1 M H2SO4中为0.46 mm/y,证实了其优越的耐化学性。表面检查进一步显示,与FeNiMnSi和FeNiMnCr相比,微电流攻击减少。总的来说,这些结果突出了FeNiMnSiCr作为一种有前途的HEA,具有平衡的机械强度和耐腐蚀性。
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引用次数: 0
Optimization of cetylpyridinium chloride adsorption using Iraqi date palm frond leaf powder via Taguchi experimental design 通过田口实验设计优化伊枣叶粉对氯化十六烷基吡啶的吸附
IF 2.5 4区 化学 Q2 Engineering Pub Date : 2025-10-31 DOI: 10.1007/s11696-025-04385-x
Watheq Kareem Salih, Sawsan Abd Muslim Mohammed, Basma Abbas Abdulmajeed

Biomass-derived bioadsorbents represent an advanced and highly promising approach that can be effectively applied in water treatment, particularly for the removal of pharmaceutical waste substances, which pose a significant environmental risk, especially to aquatic ecosystems. In this study, a powdered bioadsorbent derived from Iraqi date palm frond leaves (IDPFL) as was employed to remove cetylpyridinium chloride (CPC) residues from wastewater. Batch adsorption experiments were designed using the Taguchi method. Four parameters were investigated: concentration (50–250 ppm), adsorbent dose (500–2500 mg/L), shaking speed (50–250 rpm), and shaking time (1–5 h), at an average pH of 7. The Taguchi orthogonal array (L25) consisted of four factors at five levels, with a total of 25 experiments conducted. The optimal conditions determined by Taguchi analysis were an adsorbent dose of 500 mg/L, a mixing speed of 200 rpm, a CPC concentration of 200 ppm, and an adsorption duration of 2 h. Under these conditions, the maximum removal percentage achieved was 74.665%. Eight adsorption isotherm models and four kinetic models were evaluated. The results indicated that the Langmuir adsorption isotherm provided the best fit (R2 = 0.9347). Additionally, the pseudo-second-order model aligned perfectly with the kinetic results (R2 = 1). The adsorption heat energy, calculated using the Dubinin–Radushkevich isotherm model, was found to be 36 kJ/g, indicating that the adsorption process is favorable and follows a chemisorption mechanism. According to the results, the controlling mechanisms of adsorption are electrostatic interaction and ion exchange. The findings demonstrate that date palm frond powder is a suitable bioadsorbent for the removal of CPC from aqueous solutions and can be effectively utilized in pretreatment stages at treatment facilities located near hospitals or clinical establishments.

生物质衍生的生物吸附剂代表了一种先进和非常有前途的方法,可以有效地应用于水处理,特别是用于去除构成重大环境风险的药物废物物质,特别是对水生生态系统。本研究采用伊枣叶粉末状生物吸附剂(IDPFL)去除废水中的氯化十六烷基吡啶(CPC)残留。采用田口法设计了间歇式吸附实验。研究了4个参数:浓度(50-250 ppm)、吸附剂剂量(500-2500 mg/L)、摇速(50-250 rpm)、摇时间(1-5 h),平均pH为7。田口正交阵列(L25)由4个因素、5个水平组成,共进行了25次试验。Taguchi分析确定的最佳条件为吸附剂用量为500 mg/L,混合转速为200 rpm, CPC浓度为200 ppm,吸附时间为2 h,在此条件下,最大去除率为74.665%。评价了8种吸附等温线模型和4种动力学模型。结果表明,Langmuir吸附等温线拟合最佳(R2 = 0.9347)。此外,伪二阶模型与动力学结果完全吻合(R2 = 1)。采用Dubinin-Radushkevich等温线模型计算得到吸附热能为36 kJ/g,表明吸附过程有利,遵循化学吸附机理。结果表明,静电相互作用和离子交换是控制吸附的主要机制。研究结果表明,枣椰叶粉是一种去除水中CPC的合适生物吸附剂,可以有效地用于医院或临床机构附近的处理设施的预处理阶段。
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引用次数: 0
Electrochromic properties and contrast ratio optimization of titanium oxide films synthesized in nitrate melts 硝酸熔体中氧化钛薄膜的电致变色性能及对比度优化
IF 2.5 4区 化学 Q2 Engineering Pub Date : 2025-10-31 DOI: 10.1007/s11696-025-04396-8
Mikhail P. Kuz’min, Marina Yu. Kuz’mina

Study investigates the electrochromic properties of titanium dioxide (TiO2) films synthesized by anodic oxidation of titanium in alkali nitrate melts with potassium fluoride additives. The optimal synthesis parameters to achieve a high contrast ratio (K = 7–8) were established: potentiostatic mode, temperature of 625 ± 10 K, voltage of 20 ± 5 V, process duration of 5–12 min, and a KF concentration of 0.01–0.04 mol/kg in a NaNO3–KNO3 eutectic melt. A comprehensive characterization of the films was performed using scanning electron microscopy (SEM), energy-dispersive X-ray spectroscopy (EDX), Fourier transform infrared spectroscopy (FT-IR), and transmission electron microscopy (TEM). The results confirm the formation of a nanocrystalline mixed-phase (anatase and rutile) TiO2 film with a thickness of ~ 578 nm. EDX analysis revealed the incorporation of fluorine into the oxide matrix, which promotes the formation of oxygen vacancies and enhances ionic conductivity. The nanostructured morphology and optimal defect density are identified as key factors contributing to the superior electrochromic performance. The findings highlight the strong potential of the developed TiO2 electrodes for application in electrochromic devices, such as smart windows and information displays.

研究了在硝酸碱熔体中添加氟化钾对钛进行阳极氧化制备的二氧化钛(TiO2)薄膜的电致变色性能。在NaNO3-KNO3共晶熔体中,确定了获得高对比度(K = 7 ~ 8)的最佳合成参数:恒电位模式,温度625±10 K,电压20±5 V,工艺时间5 ~ 12 min, KF浓度0.01 ~ 0.04 mol/kg。利用扫描电子显微镜(SEM)、能量色散x射线光谱(EDX)、傅里叶变换红外光谱(FT-IR)和透射电子显微镜(TEM)对薄膜进行了全面的表征。结果证实形成了厚度为~ 578 nm的纳米晶(锐钛矿和金红石)混合相TiO2薄膜。EDX分析显示,氟在氧化物基体中的掺入促进了氧空位的形成,提高了离子电导率。纳米结构的形貌和最佳缺陷密度是提高电致变色性能的关键因素。这一发现突出了所开发的TiO2电极在电致变色器件(如智能窗口和信息显示器)中的应用潜力。
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引用次数: 0
Development of an advanced flow injection method using curcumin nanoparticle fluorescence for sensitive detection of cobalt (II) and nitrite ions 利用姜黄素纳米粒子荧光技术开发一种先进的流动注射方法,用于灵敏检测钴(II)和亚硝酸盐离子
IF 2.5 4区 化学 Q2 Engineering Pub Date : 2025-10-24 DOI: 10.1007/s11696-025-04434-5
Wafaa Waleed Al-Qaysi, Nagham Shakir Turkey

A simple chemical method based on pH-induced precipitation was used to prepare the fluorescent nanosensor (CURNPs), and it was thoroughly characterized. The nanosensor showed high sensitivity and selectivity toward the detection of Co (II) and NO₂⁻ ions in aqueous media. The fluorescence of CURNPs was excited with a 450 nm laser from an in-house-made fluorometer, and it exhibited detection limits in the nanogram range (1.842 ng/0.1 mL) within the calibration range of 0.1–18 μM (which represents a broad linear fit from 0.25 to 14 μM for native curcumin). The fluorescence ‘off–on’ mechanism was caused by quenching due to Co (II) ions and the subsequent recovery of fluorescence by NO₂⁻ ions via the formation of a yellow precipitate. This method enables the detection of NO₂⁻ in the range of 0.5–20 μM at the nanomolar level. For Co (II), the linear range of fluorescence quenching was 0.5–10 μM, and good linearity was obtained (R2 = 99.84%, 95% confidence level). The LOD (S/N = 3) was 4.712 ng/mL, significantly much better than previously reported detection limits of conventional methods (58.933 ng/0.1 mL). The method showed high precision (RSD < 0.6%, n = 6) and high throughput (40 samples/hour), requiring only 125 μL per sample. Surface characterization via atomic force microscopy (AFM), scanning electron microscopy (SEM), and Fourier-transform infrared spectroscopy (FTIR) confirmed successful nanoparticle formation, highlighting uniform particle size, defined morphology, and active functional groups. No significant interference from competing ions was observed, confirming high specificity. These findings establish CURNPs as a robust and efficient tool for environmental monitoring of Co (II) and NO₂⁻ ions. Statistical validation using a paired t test and the standard addition method showed no significant deviation (α = 0.05), confirming the nanosensor as a robust alternative for environmental and industrial analyses.

采用基于ph诱导沉淀的简单化学方法制备了荧光纳米传感器(CURNPs),并对其进行了表征。该纳米传感器对水中的Co (II)和NO 2毒发展有很高的灵敏度和选择性。用自制荧光仪的450 nm激光激发CURNPs的荧光,在0.1 ~ 18 μM的校准范围内(天然姜黄素在0.25 ~ 14 μM的宽线性拟合范围内),其检测限在纳克范围内(1.842 ng/0.1 mL)。荧光的“off-on”机制是由Co (II)离子猝灭引起的,随后通过形成黄色沉淀被NO₂⁻恢复荧光。这种方法可以在0.5-20 μM的纳摩尔范围内检测到NO₂⁻。对于Co (II),荧光猝灭的线性范围为0.5 ~ 10 μM,线性良好(R2 = 99.84%, 95%置信水平)。检出限(S/N = 3)为4.712 ng/mL,明显优于以往报道的常规方法的检出限(58.933 ng/0.1 mL)。该方法精密度高(RSD < 0.6%, n = 6),通量高(40个样品/h),每个样品仅需125 μL。通过原子力显微镜(AFM)、扫描电子显微镜(SEM)和傅里叶变换红外光谱(FTIR)的表面表征证实了纳米颗粒的成功形成,突出了均匀的粒径、明确的形态和活性官能团。没有观察到竞争离子的明显干扰,证实了高特异性。这些发现表明,CURNPs是一种强大而有效的环境监测Co (II)和NO 2毒血症的工具。使用配对t检验和标准添加方法进行统计验证显示无显著偏差(α = 0.05),证实纳米传感器是环境和工业分析的可靠替代方案。
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引用次数: 0
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