Electrochemical determination of amaranth in food samples by using modified electrode: http://dx.doi.org/10.5599/jese.1531 1165 J. Electrochem. Sci. Eng. 12(6) (2022) 1165-1177; http://dx.doi.org/10.5599/jese.1531 Open Access : : ISSN 1847-9286 www.jESE-online.org Original scientific paper Electrochemical determination of amaranth in food samples by using modified electrode Sayed Zia Mohammadi1, Yar-Mohammad Baghelani2, Farideh Mousazadeh3, Shamsi Rahimi1 and Maryam Mohammad-Hassani1, 1Department of Chemistry, Payame Noor University, Tehran, Iran 2Department of Chemistry, Faculty of Sciences, Ilam University, Ilam, Iran 3School of Medicine, Bam University of Medical Sciences, Bam, Iran Corresponding authorс: mohammadhassanipourm@gmail.com Received: September 23, 2022; Accepted: October 5, 2022; Published: November 4, 2022 Abstract In this paper, a new electrochemical sensor was reported for the determination of amaranth in drink soft. In this sensor, activated carbon-Co3O4 nanocomposite (AC-Co3O4) was employ- ed as electrode modifying material. High pores of the activated carbon favour an access of aramanth nolecules within the pores of the working electrode surface, and allow fast electron transfer that is beneficial for the electrochemical detecion process. Thus, the electrochemical signal is obviously enhanced at AC-Co3O4 modified electrode compared to bare carbon paste electrode, and exhibited a wide linear response ranging from 0.1-215 M with a low detection limit of 10.0 nM (based on 3Sb/m). This work offers a new route in developing new electrochemical sensors for the determination of collorant additives and other hazard components in drink soft. Keywords Electrochemical sensor; carbon paste electrode; activated carbon-Co3O4 nanocomposite Introduction Bright colors make foodstuffs and soft drinks more attractive and appealing [1]. Therefore, various edible colorants, including natural colorants and artificial colorants are widely used in the food processing industry [2]. Because of charming color uniformity, excellent water solubility, cheap production cost, low microbiological contamination as well as high stability to light, oxygen and pH, synthetic colorants especially azo dyes have been widely used in food industry to improve the appearance and color of food products [3]. Amaranth, a typical synthetic azo colorant, has been extensively applied to give fascinating red color and make food more attractive and appealing. However, excessive intake of amaranth may cause adverse health effects such as dizziness, anxiety, allergic reaction, and even cancer [1,4-6]. Therefore, many countries have strictly regulated the additive dosage of amaranth. For example, in http://dx.doi.org/10.5599/jese.1531 http://dx.doi.org/10.5599/jese.1531 http://www.jese-online.org/ mailto:mohammadhassanipourm@gmail.com J. Electrochem. Sci. Eng. 12(6) (2022) 1165-1177 ELECTROCHEMICAL DETERMINATION OF AMARANTH 1166 both the USA and Japan, the use of amaranth has been voluntarily restricted in foodstuffs and beverages [7] and in China, amaranth is permitted to be added into some foodstuffs [8]. The World Health Organization has set the acceptable daily intake of amaranth as 0.5 mg kg-1 [9]. Therefore, the content of amaranth in foods must be severely controlled and the detection of amaranth in a rapid, sensitive, simple, and cost-effective manner is paramount for human health and food safety. Recently, various methods such as thin layer chromatography [10], high-performance liquid chromatography mass spectrometry [11,12], liquid chromatography-tandem mass spectrometry [13,14], spectrophotometry [15,16] and electrochemical analysis [17-21] have been reported to determine amaranth. Among those methods, electrochemical methods are more attractive than others because of their unique advantages such as low-cost, simple equipment and operation, quick response and ease of miniaturization [22-33]. Various electrochemical sensors have been success- sfully designed for detecting amaranth in foodstuffs and soft drinks [1,3,34-40]. The nanomaterials have excellent catalytic and electronic traits to convert biorecognition processes into electrochemical reaction, and also have the high loading receptor molecules to synergistically amplify target reaction, as well as have large surface area to increase mass transport. Herein, we developed novel activated carbon-Co3O4 nanocomposite-modified carbon paste electrode (AC-Co3O4-CPE) for the sensitive detection of amaranth in foodstuffs. As far as we know, there was no report on the amaranth oxidation with the AC-Co3O4-CPE. Then, it was investigated for amaranth voltammetric detection in the real samples. Experimental Instruments and chemicals Instruments utilized in this research are similar to the devices reported in the previous article [30]. Amaranth, cobalt chloride hexahydrate, Na2HPO4 and NaH2PO4 were Sigma-Aldrich (St. Louis, USA) and the rest reagents with analytical grades were also Sigma and thus applied with any additional treatments. Moreover, we employed Na2HPO4 and NaH2PO4 for preparing phosphate buffer (PBS) supporting electrolyte solution. Notably, we used deionized water to prepare all solutions freshly. Fabrication of AC/Co3O4 nanostructure The AC-Co3O4 nanocomposite has been synthesized according to the previous report [41]. Briefly, five-gram CoCl26H2O was poured into ethanol solution (40 mL) plus activated carbon (5 g), followed by adding 12.5 mL of hydrazine hydrates (50 % N2H4H2O) and 12.5 g of sodium hydroxide (NaOH) as dropwise with vigorously stirring at an ambient temperature. Then, the produced AC-Co3O4 was collected, rinsed using the deionized water and the ethanol to exclude additional hydrazine. Drying the AC-Co3O4 has been performed in the oven for 4 hours at 90 °C. Preparation of electrode 100 mg of AC-Co3O4 nanocomposite and 900 mg graphite was mixed using a mortar for 10 min, and then 0.7 mL of paraffin was added to it and remixed for 10 min. Then, the resultant paste inserted into a glass tube (length = 10 cm; inner diameter = 3.4 mm) and packaged and then put a copper wire in the electrode for establishing an electrical contact. After that, we pressed additional paste out of the glass tube and used a weighing paper to polish it for obtaining the surface. The resulting electrode is displayed with AC-Co3O4-CPE. Furthermore, the bare CPE without any AC-Co3O4 nanocomposite was constructed for comparison. S. Z. Mohammadi et al. J. Electrochem. Sci. Eng. 12(6) (2022) 1165-1177 http://dx.doi.org/10.5599/jese.1531 1167 Preparation process of the real samples Food samples including grape soda and Lemon soda were provided by a local supermarket. The liquid samples were transferred into beaker and degassed in an ultrasonic bath. Then 1.0 mL of the samples was pipetted into the voltammetric cell, and diluted to 10 mL with 0.1 M PBS (pH 7). Results and discussions Characterization of AC/Co3O4 The morphology of AC/Co3O4 nanocomposite was examined by the scanning electron microscope (SEM) (Tescan, Czech Republic) images and the results was given in Fig 1. As can be seen, the AC/Co3O4 has an even nano-flower-shape morphology that is assembled through nano-sheets, thereby causing an elevation in the activated carbon surface area that shows a highly efficient surface area for electron transfer. Figure 1. SEM image of AC/Co3O4 nanocomposite Figure S-1 (given in the Supplementary material) shows the Fourier Transform – infra red (FT-IR) (Bruker, Germany) spectra obtained for the functional groups of AC-Co3O4 nanocomposite. As seen, the bands at 3416 and 3445 cm−1 correspond to O–H stretching related to the water molecule adsorption. The bands from 2850 to 2950 cm−1 stand for the C-H stretching, the bands at 1623 and 1703 cm−1 for carbonyl stretching vibration and carboxylic group [42]. The peak 1062 cm−1 stands for C–O stretching vibration. The bands at 1000 to 1100 cm−1 relate to C–O–C and C–O vibrations. The peak 2923 cm−1 corresponds to CH2 anti-symmetric and symmetric stretch vibrations. The peaks 435 and 564.47 cm−1 show respectively metal oxygen (M–O) vibration bond in octahedral and tetrahedral locations, confirming the existence of cobalt oxide on the AC-Co3O4 surface [42]. XRD has been assessed using a diffractometer Bruker D8 ADANCE, having Cu Ka radiation. High angle X-ray diffractogram for the AC-Co3O4 nanocomposite are shown in Figure S-2. The diffraction peaks of 2 = 41.8, 44.4, 47.2, 51.9 and 76.0° (PDF# 15-0806) exhibit the typical metallic cobalt nano- particles (NPs) [42]. The amorphous structure of carbon is evident in a broad peak at 2 = 24° [42]. The calculation of particle size of cobalt NPs in the structure of AC-Co3O4 nanocomposite was performed in accordance with the diffraction peak (2 = 44.4°) using the Scherrer equation and was 27.9 nm. http://dx.doi.org/10.5599/jese.1531 J. Electrochem. Sci. Eng. 12(6) (2022) 1165-1177 ELECTROCHEMICAL DETERMINATION OF AMARANTH 1168 The X-ray photoelectron spectroscopy (XPS) (Tescan, Czech Republic) was applied to chemically determine the composition of AC-Co3O4 nanocomposite, whose spectra are shown in Figure S-3. The findings confirm the presence of O, Co, and C in the structure of AC-Co3O4 nanocomposite. The weight ratios of C (60.50 %), Co (28.72 %) and O (10.78 %) have been obtained having analyzed data quanti- tatively. Electrochemical behaviour of amaranth at the AC-Co3O4-CPE surface The CVs responses for the bare CPE and the AC-Co3O4-CPE in 0.1 M PBS (pH 7.0) containing 100.0 μM amaranth were presented in Figures 2a and 2b, respectively. As can be seen, potential of peak (Ep) for Amarant is 600 mV and 825 mV at the surface of AC-Co3O4-CPE and the bare CPE, which reflects the capability of AC-Co3O4 nanocomposite as good mediator. Compared to the unmodified electrode, the Ep is shifted by about 225 mV to negative values. On the other hand, compared to the unmodified electrode, the peak current (Ip) in 100.0 μM amaranth solution (curve b) considerably elevated, which was caused by the probable electrocatalytic impacts of AC-Co3O4 nanocomposite on the amaranth. Figure 2. LSVs of the bare CPE (a) and the AC-Co3O4-CPE (b) in the presence of 100.0 μM amaranth in 0.1 M PBS (pH of 7.0). Scan rate = 50 mV s-1 in all cases In the following, optimizing the solution pH would be crucial to achieve electrocatalytic oxidation of amaranth. Therefore, the dependence of electrochemical activity of amaranth on the pH value of the aqueous solution was also assessed. For this purpose, the CV used to investigate electrochemical activity of amaranth into 0.1 M PBS with different pH-values (3.0 < pH < 9.0) at the AC-Co3O4-CPE surface (Figure 3). The results showed that the electrochemical oxidation of amaranth at the AC- Co3O4-CPE surface in neutral conditions is better than acidic or alkaline conditions. Therefore, pH 7.0 was chosen as optimum pH for electrochemical oxidation of amaranth at the AC-Co3O4-CPE surface. Additionally, the obtained results showed that with increase of pH, the peak potential (Ep) was shifted linearly to negative values (slope = 56.1 mV per unit of pH) that is close to the theoretical value (59.2 mV) and indicates that the number of protons and electrons involved in the oxidation process are equal [1,43,44]. With respect to these results, the possible oxidation mechanism of amaranth at the surface of AC-Co3O4-CPE was proposed in Scheme 1 that is in agreement with the proposed mechanism in the literature [1,43,44] and as can be seen, 2 electrons are involved in the oxidation of amaranth. S. Z. Mohammadi et al. J. Electrochem. Sci. Eng. 12(6) (2022) 1165-1177 http://dx.doi.org/10.5599/jese.1531 1169 Figure 3. Variation of peak current of AC-Co3O4- CPE in 0.1 M PBS containing 100.0 µM aramanth with different pH values (3 to 9) + 2H+ + 2e NaO3S N N HO SO3Na SO3Na NaO3S N N O O SO3Na Scheme 1. Electro-oxidation of amaranth at the surface of AC-Co3O4-CPE In order to illustrate that the AC-Co3O4 nanocomposite could increase the electrode surface area in comparison to the surface of bare CPE, real surface area of AC-Co3O4-CPE and bare CPE were determined by the Randles-Sevcik (Eq. 1) [45]: I = 2.69×105ACD1/2n3/2ν1/2 (1) were A is the effective surface area of each electrode (cm2), n is the number of electrons taking part in charge transfer process, D is the diffusion coefficient of the analyte in the solution and C is the concentration of the analyte in the solution. The values of n and D for K3Fe(CN)6 are 1 and 7.6 ×10−6 cm2 s−1 respectively. The results showed that the real surface area of AC-Co3O4-CPE and bare CPE were 21.42 and 0.10 cm2, respectively. Therefore, as expected, the surface area of AC-Co3O4-CPE increases with the addition of AC-Co3O4 nanocomposite to the matrix of the carbon paste. In the following, the effect of scanning speed on the peak current (Ip) of amaranth was studied using linear sweep voltammetry (LSV) (Figure 4). The observations showed that the higher the scan speed, the higher Ip and the Ep shifted towards higher positive potentials. As can be seen (Inset of Figure 4), the Ip vs. the square root of the scanning rate ( 1/2) varied linearly, therefore, the oxidation process of amaranth at the surface of AC-Co3O4-CPE is controlled by diffusion [45]. http://dx.doi.org/10.5599/jese.1531 J. Electrochem. Sci. Eng. 12(6) (2022) 1165-1177 ELECTROCHEMICAL DETERMINATION OF AMARANTH 1170 In the next step, the LSV obtained at the scan rate of 10 mV s-1 was used for draw the TOEFL diagram (Figure 5). The ascending part of the voltammogram is called the Tafel region that under the influence by the electron transfer kinetic between amaranth and the AC-Co3O4-CPE. Figure 4. LSVs of AC-Co3O4-CPE in 0.1 M PBS (pH 7.0) containing 100.0 µM amaranth at various scan rates; numbers 1 - 6 correspond to 10, 25, 50, 100, 300 and 500 mV s-1, respectively; inset: changes in the anodic peak current versus square root of scan rate Figure 5. LSV of AC-Co3O4-CPE in 0.1 M PBS (pH 7.0) containing 100.0 µM amaranth at the scan rate of 10 mV s-1. The inset exhibits the LSV-derived Tafel plot Due to the slope of the Tafel curve, which corresponds well to the involvement of 1 electron in the electrode rate-determining step [45], a charge transfer coefficient (α) of 0.6 was obtained for amaranth. Chronoamperometric study In the following, to perform the chronoamperometric measurements of amaranth at the surface of the AC-Co3O4-CPE, the working electrode potential was adjusted at 650 mV (Figure 6). The current obtained from electrochemical reaction at the mass transport limited condition for electroactive material (in this case: amaranth), that having a diffusion coefficient D can be ascribed by Cottrell equation (2) [45]: I = nFAD1/2Cbπ-1/2t-1/2 (2) where D imply the diffusion coefficient (cm2 s-1) and Cb the bulk concentration (mM). Chrono- amperometric measurements of aramanth were performed in diverse concentrations of amaranth (0.1 M of PBS at pH 7.0). Then, the plots of I versus t-1/2 were plotted (Figure 6a). In the next step, the S. Z. Mohammadi et al. J. Electrochem. Sci. Eng. 12(6) (2022) 1165-1177 http://dx.doi.org/10.5599/jese.1531 1171 slopes of the obtained straight lines were plotted versus (Figure 6b) concentration of amaranth. Based on the final slope and the Cottrell equation, the mean value of D for amaranth was calculated as 6.5×10-5 cm2 s-1. Figure 6. Chronoamperograms at the AC-Co3O4-CPE in 0.1 M PBS (pH of 7.0) containing different concentrations of amaranth; 1 to 4 correspond to 0.1, 0.3, 0.6 and 1.0 mM of amaranth. Inset: The plot of I versus t-1/2 obtained from the chronoam- perograms 1–4 (a), the slope of straight lines against concentration of amaranth (b) Analytical functions The obtained results show that the electrooxidation peak current of amaranth at the AC-Co3O4-CPE surface could be used for measurement of amaranth in solution. Since differential pulse voltammetry (DPV) has a higher sensitivity compared to other quantitative methods, just this method was used to investigate the linear range of the method. The DPV parameters were tested and the best currents were obtained by using (initial potential = 470 mV, end potential = 690 mV, potential = 0.01 V and pulse amplitude = 0.025 V). To perform this study, the AC-Co3O4-CPE was placed in a series of amaranth solutions with different concentrations and peak current was measured. According to the data (Figure 7), the oxidation current of amaranth at the AC-Co3O4-CPE surface has a linear depen- dence on the amaranth concentration (at range 0.1 to 215.0 µM), with a correlation coefficient of 0.9994. Finally, based on 3Sb/m, a detection limit of 10 nM for amaranth was calculated. Table 1 compares analytical function of the AC-Co3O4-CPE with the other modified electrodes [1,3,18-20,34,43,44,46]. As seen in the Table 1, the detection limit and the linear range obtained using the AC-Co3O4-CPE is in the range of many reports or even better. The high sensitivity may be ascribed to the porous structure of the AC-Co3O4 nanocomposite, which facilitates the transport of electroactive molecules. The low detection limit may be the result of the synergistic effect of the activated carbon and the Co3O4 NPs. http://dx.doi.org/10.5599/jese.1531 J. Electrochem. Sci. Eng. 12(6) (2022) 1165-1177 ELECTROCHEMICAL DETERMINATION OF AMARANTH 1172 Figure 7. DPVs of the AC-Co3O4-CPE in 0.1 M PBS (pH 7.0) containing different concentrations of amaranth (0.1, 2.5, 10.0, 30.0, 70.0, 100.0, 150.0 and 215.0 μM). Inset: the peak current plots versus concentration of amaranth (0.1-215.0 μM) Table 1. Figure of merit of the AC-Co3O4-CPE compared to other electrodes used in the measurement of amaranth Method LOD, nM Linear range, µM Ref. GCE modified with electropolymerization of molecularly imprinted polypyrrole film on multiwalled carbon nanotube surface 0.4 0.007-17 [1] Carbon paste electrode modified with alumina microfibers and accumulation 0.75 0.001-0.15 [3] Expanded graphite paste electrode 36 0.08-4 [18] Carbon paste electrode modified with nanostructured resorcinol- formaldehyde carbonized polymers and accumulation 0.27 0.0005-0.1 [19] Glassy carbon electrode (GCE) modified with Pd-doped polyelectrolyte functionalized graphene 7 0.1-9 [20] GCE modified with molecularly imprinted electrochemical sensor based on Pd-Cu bimetallic alloy functionalized graphene 2 0.006-10 [34] GCE modified with porous graphene material-graphene nanomeshes 0.7 0.005-1 [43] GCE modified with manganese dioxide Nanorods/electrochemically reduced graphene oxide nanocomposites 1 0.02-400 [44] GCE modified with functionalized graphene oxide/chitosan/ionic liquid nanocomposite supported nanoporous gold 37.3 0.008-1.2 [46] AC-Co3O4-CPE 10.0 0.1-215.0 This work Repeatability, reproducibility and stability To evaluate the reproducibility of the AC-Co3O4-CPE sensor, DPV was used. The calculated RSD for five measurements of 100 μM of amaranth at five different electrodes prepared in the same way was 3.4 %, which demonstrates reasonable reproducibility of the AC-Co3O4-CPE sensor. Also, the relative standard deviation (RSD) of six repeated determinations of 100.0 μM of amaranth with one electrode was 3.7 % which demonstrates reasonable repeatability of the AC-Co3O4-CPE sensor. To assess stability of the AC-Co3O4-CPE sensor, a modified electrode was stored for three weeks, and then used for amaranth determination. The obtained data showed that current response of the S. Z. Mohammadi et al. J. Electrochem. Sci. Eng. 12(6) (2022) 1165-1177 http://dx.doi.org/10.5599/jese.1531 1173 AC-Co3O4-CPE sensor to the amaranth after 3 weeks was 94.5 % of its initial value, which illustrates a very good sensor stability. Interference effect In the analytical chemistry, the selectivity of sensor is a very important factor. For this assesses, the effect of some annoying species on the measurement of 50.0 μM amaranth was assessed by DPV under optimum conditions. The possible interfering species were selected in such a way that they could be present in the real samples. The obtained data showed that 50-fold lemon yellow, sunset yellow, rhodamine B, glucose, ascorbic acid and citric acid, show no disturbance in the measurement of amaranth and the change in Ip due to interfere was less than 5 %. Therefore, can be said that the electrode has a good selectivity. Real-sample analysis Artificial colors are often used as brightening agent to add in soft drinks for better appearance and taste, and therefore we chose soft drinks as real samples to determine amaranth. For this purpose, the applicability of the AC-Co3O4-CPE in determining the true samples, the pre-prepared samples were transferred to electrochemical cell and the amount of amaranth was measured using DPV. The standard addition method was used to increase the accuracy of the measurement. The results were given in Table 2 and showed that the recovery percentages were in the range of 98.2 to 103.4 %. Also, the RSD percentages of the method were 3.6 % or less, which indicates the high reliability of the AC-Co3O4-CPE in real samples. Table 2. Application of the AC-Co3O4-CPE to detect amaranth in real samples (n = 5) Sample Camaranth / μM Recovery, % RSD, % Spiked* Found** Grape soda 0.21 0.56±0.03 --- 3.3 5.0 5.63±0.18 101.4 3.6 10.0 10.41±0.34 98.5 3.3 20.0 20.92±0.64 101.8 3.2 Lemon soda --- ND* --- --- 5.0 5.17±0.21 103.4 3.5 10.0 10.32±0.38 103.2 3.2 20.0 19.64±0.66 98.2 3.3 *The added standard to the sample, **The amount of amaranth that was determined, ***Not detected Conclusions In this research, a new modified CPE was constructed for the measurement of amaranth. Due to modification of the electrode surface using AC-Co3O4-CPE nanocomposite, the electrode response to amaranth increased and thus the sensitivity of the measurement increased too. The AC-Co3O4- CPE was successfully applied for the measurement of amaranth in soft drinks samples. Simplicity, portability and cost-effectiveness are some of the advantages of the developed AC-Co3O4-CPE. Conflict of interest Authors declare that there is no conflict of interest related to publishing of the present work. References [1] Y. Wu, G. Li, Y. Tian, J. Feng, J. Xiao, J. Liu, X. Liu, Q. He, Electropolymerization of mole- cularly imprinted polypyrrole film on multiwalled carbon nanotube surface for highly selective and stable determination of carcinogenic amaranth, Journal of Electroanalytical Chemistry 895 (2021) 115494. https://doi.org/10.1016/j.jelechem.2021.115494 http://dx.doi.org/10.5599/jese.1531 https://doi.org/10.1016/j.jelechem.2021.115494 J. Electrochem. Sci. 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This article is an open-access article distributed under the terms and conditions of the Creative Commons Attribution license (https://creativecommons.org/licenses/by/4.0/) http://dx.doi.org/10.5599/jese.1531 https://doi.org/10.1007/s13762-020-02767-0 https://doi.org/10.1016/j.jallcom.2020.154942 https://doi.org/10.1016/j.jelechem.2017.12.059 https://doi.org/10.1016/j.colsurfb.2018.09.005 https://doi.org/10.1016/j.foodchem.2021.130727 https://creativecommons.org/licenses/by/4.0/) @Article{Mohammadi2022b, author = {Mohammadi, Sayed Zia and Baghelani, Yar-Mohammad and Mousazadeh, Farideh and Rahimi, Shamsi and Mohammad-Hassani, Maryam}, journal = {Journal of Electrochemical Science and Engineering}, title = {{Electrochemical determination of amaranth in food samples by using modified electrode:}}, year = {2022}, issn = {1847-9286}, month = {nov}, number = {6}, pages = {1165--1177}, volume = {12}, abstract = {In this paper, a new electrochemical sensor was reported for the determination of amaranth in drink soft. In this sensor, activated carbon-Co3O4 nanocomposite (AC-Co3O4) was employed as electrode modifying material. High pores of the activated carbon favour an access of aramanth nolecules within the pores of the working electrode surface, and allow fast electron transfer that is beneficial for the electrochemical detecion process. Thus, the electrochemical signal is obviously enhanced at AC-Co3O4 modified electrode compared to bare carbon paste electrode, and exhibited a wide linear response ranging from 0.1-215 mM with a low detection limit of 10.0 nM (based on 3Sb/m). This work offers a new route in developing new electrochemical sensors for the determination of collorant additives and other hazard components in drink soft.}, doi = {10.5599/JESE.1531}, file = {:D\:/OneDrive/Mendeley Desktop/Mohammadi et al. - 2022 - Electrochemical determination of amaranth in food samples by using modified electrode.pdf:pdf;:www/jESE_V12_No6_1165-1177.pdf:PDF;:www/jESE_V12_No6_1165-1177.pdf:PDF}, keywords = {Co3O4 nanocomposite, Electrochemical sensor, activated carbon, carbon paste electrode}, publisher = {International Association of Physical Chemists (IAPC)}, url = {https://pub.iapchem.org/ojs/index.php/JESE/article/view/1531}, }