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Schiff-base ligand assisted synthesis of DyVO4/AgBr nanocomposites, characterization, and investigation of photocatalytic activity over organic dye contaminants
⁎Corresponding author. Salavati@kashanu.ac.ir (Masoud Salavati-Niasari)
-
Received: ,
Accepted: ,
This article was originally published by Elsevier and was migrated to Scientific Scholar after the change of Publisher.
Peer review under responsibility of King Saud University.
Abstract
In the current study, a type-I DyVO4/AgBr heterojunction was prepared by a simple and cost-effective co-precipitation method to obtain a highly efficient photocatalyst for water treatment. The effect of different molar ratios of H2Salen to dysprosium and temperature reaction was studied on the morphology of the products. As a result of the energy savings, the optimal temperature for the preparation of DyVO4 nanoparticles was chosen as 25 °C, and DyVO4/AgBr nanocomposites were prepared at this temperature. The XRD results revealed that DyVO4 and DyVO4/AgBr nanocomposites were pure in all conditions. A comparative study was conducted between the photocatalytic behavior of DyVO4, AgBr, and DyVO4/AgBr under UV and visible radiation. The photodegradation result reveals that DyVO4/AgBr performs better than pure DyVO4 and AgBr. 79.8% and 72.0% of methylene blue (MB) were degraded by DyVO4/AgBr nanocomposites under UV and visible light after 90 min, respectively. The kinetics study depicts that the higher reaction constant rate (k = 0.0187 min−1) belongs to DyVO4/AgBr nanocomposite that has the maximum photodegradation.
Keywords
DyVO4/AgBr Nanocomposite
Co-precipitation
Nanostructures
UV–Visible Photocatalyst
Optical degradation
1 Introduction
Environmental difficulties and energy-related challenges are now two of the main roadblocks preventing the sustainable growth of human society as a result of the industrialization process' ongoing advancement. The ecological environment is under immense stress due to the economies and technologies rapid development, and it is also challenging to supply the enormous demand for energy from human civilization. Considering water contamination, the current rate of industrial waste discharge has a huge negative influence on the environment and residents' health while simultaneously having a substantial adverse impact on the industry's development (Shen et al., 2019). Industrial waste contains a wide range of contaminants. Pharmaceutical and personal care items, organic dyes, and other organic pollutants are all common organic contaminants (Guo et al., 2020; Liu et al., 2018). These compounds pose a serious risk to both the long-term health of the ecosystem and human health since they are very poisonous and difficult to break down using conventional procedures. Organic dye contaminants can have various effects on human health depending on the type and amount of dye present. Some of the potential effects are: i) Skin irritation: Organic dyes can cause skin irritation, itching, and rashes when they come in contact with the skin. ii) Respiratory problems: Inhalation of organic dye particles or fumes can cause respiratory problems such as coughing, wheezing, and shortness of breath.iii) Allergic reactions: Some people may be allergic to certain organic dyes, which can cause severe allergic reactions such as anaphylaxis. iv) Carcinogenicity: Some organic dyes have been found to be carcinogenic or cancer-causing in animal studies. Long-term exposure to these dyes may increase the risk of cancer in humans.v) Neurotoxicity: Certain organic dyes can affect the nervous system and cause symptoms such as headaches, dizziness, and confusion. vi). Reproductive toxicity: Exposure to some organic dyes has been linked to reproductive problems such as infertility and birth defects. Overall, the effects of organic dye contaminants on human health depend on various factors such as the type of dye, exposure level, duration of exposure, and individual susceptibility. It is important to minimize exposure to these contaminants by using safe products and following proper safety measures in industries that use these dyes (Manzoor & Sharma, 2020). The search for low-energy and environmentally acceptable water pollution treatment solutions is currently the subject of global attention. In contrast, the tension carried by ecological problems also advanced environmental technology development. As a result of the ongoing development and invention of technology related to environmental protection, Advanced Oxidation Processes (AOPs), which have high performance and efficiency, have distinguished themselves among environmental governance technologies (Cheng et al., 2016). It is a result of its commonly utilized active species. For instance, most organic contaminants can be effectively degraded by OH. Most biological materials can be mineralized directly to create H2O, CO2, and other inorganic materials (Xia et al., 2021). Photocatalysis, among AOPs technologies, is also of tremendous importance in energy conservation since it utilizes clean and plentiful sunlight to accelerate chemical reactions. As a result, photocatalytic technology is a versatile, efficient, and cost-effective water treatment approach (Lan et al., 2021).
Metal oxides, particularly vanadates, are applicable compounds that are gaining popularity in nanotechnology. Their intriguing thermal, biological, electrical, and optical features are developing their usage in multiple industrial fields, including photocatalysts (Guo et al., 2018; Jayaraman et al., 2022; Van Thuan et al., 2022; Abdulhusain et al., 2022; Mahde et al., 2022), catalysts (Palacio et al., 2008), antibacterial agents (Wang et al., 2018), photovoltaic cells (Crespo, 2019), sensors (Ribeiro et al., 2015), and storage cells (Deng et al., 2018). Lanthanide vanadates are the most intriguing vanadate compounds because of their exceptional qualities, which include small bandgap, catalytic, luminescent, and considerable antimicrobial action. Vanadium and lanthanide elements form distinct materials whose qualities are strongly influenced by their crystalline structure, size, content, and surface features (An et al., 2021; Yu et al., 2009). DyVO4, a stable substance with multiple applications, including photocatalyst for degradation of organic dyes, batteries, photoluminescence, and magnetic (Bulbul & Beyaz, 2016; He et al., 2011; Li et al., 2016), is one of the most commonly used types of lanthanide vanadate. Sol-gel, co-precipitation, solvothermal, ultrasonic aided technique, and solid-state are a few chemical approaches described in prior literature to fabricate the nanostructures used in many domains (da Silva et al., 2017; Ghanbari & Salavati-Niasari, 2018; Karami et al., 2020; Wang et al., 2009). Among the reported methods, co-precipitation process highlights a careful control over the kinetic reaction, nucleation, and particle growth with high simplicity, interesting morphologies and regular size distribution (Dong & Koenig, 2020). According to the previous studies, AgBr is a well-known photosensitive semiconductor, which can employ as source materials in photographic films (Li et al., 2013). However, single silver halides show a major shortcoming under light irradiation, due to strong reduction of the interstitial Ag+ into Ag0 cluster. Therefore, this response to light results in instability and short lifetime of AgBr in photocatalytic reactions (Ghattavi & Nezamzadeh-Ejhieh, 2020). Since the practical application of AgBr structures in environmental service can be controlled by trapping the photogenerated electron concentration, it is recommended that diverse techniques such as (i) combination them with other semiconductors, and (ii) doping metal or nonmetal elements can effectively modify the lifetime of the charge recombination and subsequently enhance the photocatalytic activity (Cheng et al., 2018; Xie et al., 2023). In this light, the catalysis activities of different coupled semiconductors namely; AgBr/SmVO4 (Li et al., 2013), AgBr/MoO3 (Feng et al., 2017), AgBr/Bi2MoO6 (Jonjana et al., 2016), AgBr/La2Ti2O7 (Wang et al., 2019), Ag/AgBr/GdVO4 (Zhang et al., 2018), g-C3N4/Ag3VO4/AgBr (Barzegar et al., 2018), etc have been explored. However, development of ideal support photocatalyst structures is still needed. This research proposes an approach via co-precipitation fabrication of pristine DyVO4 and DyVO4/AgBr nanocomposites and scrutinizes the influence of the molar ratio of precursors to ligand (1:1, 1:2, and 1:0.5) and temperature of reaction on the uniformity and size of the obtained products. The photocatalytic behavior of DyVO4, AgBr, and DyVO4/AgBr nanocomposites was studied over methylene blue (MB) under visible and UV light.
2 Materials and methods
2.1 Materials
Dysprosium (III) nitrate pentahydrate (Dy(NO3)3·5H2O), Silver nitrate (AgNO3), N,N'- Bis(salicylidene)ethylenediamine (H2salen), Ammonium metavanadate (NH4VO3), and Ammonia (NH3), were purchased from Merck and applied without further purification. In addition, MB utilized as an organic dye, was obtained from Sigma-Aldrich.
2.2 Synthesis of DyVO4 by co-precipitation
First, 1.44 mmol of H2Salen, 250 mg of Dy(NO3)3 (0.72 mmol), and 84 mg NH4VO3 (0.72 mmol) were separately dissolved in 25, 30, and 5 mL distilled water, respectively. The solution containing H2Salen was added to the Dy3+ solution. Then, NH4VO3 solution was added to the above solution under stirring. Ammonia solution was added dropwise as a precipitating agent (Jovanovic et al., 2018). The resulting precipitate was washed, centrifuged, dried, and calcined at 550 °C for 4 h. Different conditions were tested to achieve the desired sample (Table 1).
Sample No.
Molar ratio Dy:V:H2Salen
Reaction temperature (℃)
Product
1
01:00.5
25
DyVO4
2
01:01:01
25
DyVO4
3
01:01:02
25
DyVO4
4
01:01:02
0
DyVO4
5
01:01:02
50
DyVO4
6
01:01:02
25
DyVO4/AgBr
2.3 Preparation of DyVO4/AgBr nanocomposites
H2Salen solution (1.44 mmol) was added to Dy3+ solution (0.72 mmol). After 10 min stirring, the solution containing NH4VO3 (0.72 mmol) was added to the above solution·NH3 solution was added drop by drop under stirring. In a separate beaker, AgBr was prepared by adding Ag+ solution (0.72 mmol, 120 mg) to the Br- solution (0.72 mmol, 84 mg). The containing AgBr was added to the beaker containing DyVO4, and stirred for 15 min. The precipitate was washed with ethanol several times, and dried at 75 °C (Yu et al., 2018). Finally, the powder was calcined at 550 °C for 4 h.
2.4 Photocatalytic experiment
In a common operation, 30 mg of DyVO4 or DyVO4/AgBr or AgBr were mixed with 30 mL of MB (10 mg/L). Before turning on the lamp, the suspension was then mixed for 30 min in the dark to reach adsorption–desorption balance. Next, a 400 W Osram lamp was turned on, a specific volume of suspension was removed in ate certain intervals. The samples were centrifuged at 9000 rpm for 4 min. In the end, the solution's absorption was checked by UV–Vis spectrophotometry at 665 nm (ƛmax of MB). The degradation effectiveness (DE) was computed as:
So that, A0 and At display the initial absorption and final measured absorption at specific time (t), respectively.
3 Results and discussion
3.1 Characterization
Fig. 1a reveals the XRD pattern of pure DyVO4, confirming that all diffraction peaks correspond to DyVO4 (015–0771) with a tetragonal structure. The XRD pattern of pure silver bromide indicates that AgBr with reference code 01–079-0149 (cubic, Fm-3 m) is composed (Fig. 1b). The XRD patterns of DyVO4/AgBr nanocomposites before and after calcination are depicted in Fig. 1(c, d), respectively. As can be seen, the patterns contain DyVO4 and AgBr, with the difference that the intensity of DyVO4 peaks before calcination is very low, which shows that this compound must be calcined.XRD patterns of (a) DyVO4 (sample 3), (b) AgBr, (c) DyVO4/AgBr nanocomposites before, and (d) after calcination.
The FT-IR spectroscopy was employed to characterize the surface modification and structural features of the resultant samples. Fig. 2 (a, b) illustrates the FT-IR spectra of the as-prepared DyVO4 (sample 3) and DyVO4/AgBr nanocomposites in the range from 400 to 4000 cm−1, respectively. As shown in Fig. 2a, the absorption bands in the window of 3200–3600 cm−1 can be assigned to the stretching vibrations of OH groups. Also, there is a strong band at around 1630 cm−1, which is due to the bending vibration of adsorbed water. A band at 813 cm−1 is due to the coupling vibration between V = O and V − O − V, while the one at 451 cm−1 is assigned to V − O − V bending vibration (Karami et al., 2022). However, a weak band around 2924 cm−1 is corresponding to the –CH2– stretching vibrations of ligand on the surface of DyVO4 (Salavati-Niasari & Tavakoli, 2015). For DyVO4/AgBr nanocomposites, the evident interactions between DyVO4 and AgBr show a slow shift on some prominent bands to a lower wavenumber (Fig. 2b).FT-IR spectra of (a) DyVO4 (sample 3), and (b) DyVO4/AgBr nanocomposites (sample 6).
The effect of different molar ratios of H2Salen as a ligand was studied on the morphology of DyVO4 nanostructures. Fig. 3(a-f) shows the FE-SEM images of DyVO4 in the presence of different molar ratios of H2Salen. Fig. 3(a, b) illustrates that the nanoparticles with an average diameter of 36.2 nm (Fig. 5a) are formed as the molar ratio of metal: ligand is 1: 0.5. Some areas show signs of agglomeration. The uniform agglomerated tiny nanoparticles with an average diameter of 26.18 nm (Fig. 5b) are composed when the molar ratio is 1:1 (Fig. 3(c, d)). As can be seen, the homogenous nanoparticles with an average particle size of 52.5 nm (Fig. 5c) are formed using a 1:2 M ratio of metal to ligand (Fig. 3(e, f)). These micrographs reveal that the optimum ratio is 1:2 at room temperature. This molar ratio was chosen for further testing and research into the effect of reaction temperature on particle morphology. The temperature of 0 °C produces strongly agglomerated particles (Fig. 4(a, b) and Fig. 5d). The morphology of DyVO4 prepared at 50 °C (Fig. 4(c, d) and Fig. 5e) is similar to that at 25 °C (Fig. 3(e, f)). As a result of the energy savings, the optimal temperature for the preparation of DyVO4 nanoparticles was chosen as 25 °C, and DyVO4/AgBr nanocomposites were prepared at this temperature. Fig. 4(e, f) depicts the morphology of DyVO4/AgBr nanocomposites with cubic AgBr particles with an average particle size of 175 nm (Fig. 5f) formed next to tiny DyVO4 nanoparticles. Fig. 5(a-f) compares the size distribution diagrams of all samples obtained from Digimizer software, which shows the good distribution of particle size. The TEM images of DyVO4/AgBr nanocomposites are indicated in Fig. 6. As observed, this figure confirms the result obtained from SEM images. The uniform DyVO4 particles with an average diameter of 51 nm in matrix are visible. The elemental analysis (EDS) of pure DyVO4 and binary DyVO4/AgBr nanocomposites displays the high purity of products. The elements, including Dy, V, and O are seen in the EDS spectrum of DyVO4 (Fig. 7a). Also, in addition to the mentioned elements, Ag and Br are observed in the nanocomposite (Fig. 7b).FE-SEM images of DyVO4 in the presence of different molar ratios of Dy to H2Salen: (a, b) 1:0.5, (c, d) 1:1, and (e, f) 1:2 at 25℃.
FE-SEM images of DyVO4 nanostructures in different reaction temperatures: (a, b) 0 °C, (c, d) 50 °C, and (e, f) DyVO4/AgBr nanocomposites prepared at 25 °C.
Size distribution diagrams of DyVO4 nanostructures in the presence of different molar ratios of Dy to H2Salen: (a) 1:0.5, (b) 1:1, (c) 1:2 at 25℃, in different reaction temperatures: (d) 0 °C, (e) 50 °C, and (f) DyVO4/AgBr nanocomposite at 25 °C.
TEM images of DyVO4/AgBr nanocomposites prepared at 25 °C (sample 6).
EDS spectra of (a) DyVO4, and (b) DyVO4/AgBr nanocomposites at 25 °C.
The optical bandgap of the oxide compound influences its ability to capture light in photocatalytic reactions significantly. The DRS spectra of DyVO4 and DyVO4/AgBr nanostructures show a number of absorption peaks in the 200–400 nm range (Fig. 8a and 8e). However, for bare AgBr, compare with DyVO4, it can be seen that there is an optical absorption at about 474 nm, which could confirm its performance to absorb visible light (Fig. 8c). The Tauc plots can be used to calculate the bandgap (Tauc et al., 1966). By fitting to a plot of (αhv)2 versus hv, DyVO4, AgBr and DyVO4/AgBr depict bandgap energies of 3.19, 2.50 and 3.08 eV, respectively (Fig. 8b, 8d and 8f). When the AgBr nanoparticles were introduced, the photo-excited electron-hole separation and transfer mechanism of DyVO4/AgBr nanocomposites follows an obvious enhancement in photoactivity applications. These compounds can be used as photocatalysts for environmental purposes due to their ability to be quickly activated by light.DRS spectra and Tauc plots of (a and b) DyVO4, (c and d) AgBr, and (e and f) DyVO4/AgBr nanocomposites at 25 °C.
3.2 Photo sensitive catalytic proficiency& plausible mechanism
MB is a highly colored combination that is employed in textile dyeing and printing and is often found in water pollution. Under UV and visible radiation, DyVO4, AgBr, and DyVO4/AgBr nanocomposites were applied to remove MB from an aqueous solution. Fig. 9a reveals that the degradation percentages of DyVO4, AgBr, and DyVO4/AgBr are 63.0, 74.1, and 79.8%, respectively, under UV light. Besides, under visible radiation (Fig. 9c), the degradation percentages of DyVO4, AgBr, and DyVO4/AgBr are 57.0, 64.7, and 72.0%, respectively.Photocatalytic degradation and ln(C0/C) vs. time of MB over DyVO4, AgBr, and DyVO4/AgBr under (a and b) UV, and (c and d) visible light, e) effect of different hole scavengers, and f) recyclability test.
It is imperative to analyze a complete energy band structure of individual semiconductors in composite for the deep insight of photocatalytic progress over created heterojunction. Therefore, we are intensively interested on the relative band positions of DyVO4 and AgBr components in composite structure. The corresponding conduction band edge (ECB) and valence band edge (EVB) of products can be predicted based on Mulliken electronegativity theory (Jiao et al., 2019). Based on all the observations, a possible type-I heterojunction charge transfer mechanism was suggested upon DyVO4/AgBr nanocomposites for MB degradation. Through calculation, the values of EVB for bare DyVO4 and AgBr nanostructures were evaluated to be 2.88 eV and 2.55 eV vs normal hydrogen electrode (NHE), respectively. Also, the corresponding values of ECB for DyVO4 and AgBr nanostructures were estimated to be −0.30 eV and + 0.05 eV vs NHE, respectively. Specifically, the values of energy levels of the AgBr was enveloped in the relative wide bandgap of DyVO4, which describe the recombination of photo-generated e- and h+ according to the type-I DyVO4/AgBr heterojunction (Li et al., 2020). In DyVO4/AgBr heterojunction, a probable mechanism is related to the photo-generated electron-hole separation and facile charge transfer from semiconductor II (DyVO4) to the CB and VB of semiconductor I (AgBr) with a lower band gap. Although charge carriers are agglomerated on the surface of semiconductor I, the difference in recombination rate of charge carriers can act as a key factor on the degradation efficiency.
3.2.1 Hole scavenger scrutiny
The influence of the addition of free radical scavengers in the reaction environment were investigated to survey active trap species. Methanol (CH3OH), triethanolamine (TEA), disodium ethylenediamine tetraacetic acid (EDTA4-), and sodium sulfite (Na2SO3), were chosen as hole removers in this study (Fig. 8e). As shown in Fig. 8e, the dye degradation performance when in the presence of TEA decreased slightly (75.3%), while the percentage of dye degradation in the presence of methanol was significant (42.1%). Therefore, the agent considered and active to catalyze dye degradation is hole (h + ) (Liu et al., 2019). Methanol (MeOH) is acknowledged to be a more efficient hole scavenger than TEA and bear irreversible and faster oxidation. This can be accomplished by (a) direct interaction of organics with semiconductor valence band (VB) vacancies or trapped holes or (b) reaction of valence band holes with surface hydroxyls by the attack of OH radical group or adsorbed water. These reaction pathways can proceed in parallel and can barely be dignified from each other (Chiarello et al., 2011). In general, the corresponding reactions on the surface of theses catalysts that are responsible for the dye degradation can be illustrated as:
Driven by the potential and energy gap difference, it can well explain that the as-prepared nanocomposite follow two interface effect on their photocatalytic system, as irradiation source is changed. It should be noted that the DyVO4/AgBr heterojunction show a high ability of single AgBr structures under visible light due to their small band gap energy. Thus, this compounds act as a single visible-active photocatalyst during reaction. However, the pristine DyVO4 can be efficiently activated in the presence of UV light irradiation. Based on these results, the photocharges cannot be excited by visible light over the DyVO4 structures, which limit their performance as a Type-I heterojunction photocatalyst under visible light. In this case, the produced photogenerated-electrons on CB and photoinduced-holes on VB in AgBr structures were restricted by visible light. The overall process of photodegradation under visible light can be expressed by the following equations:
As a result, under visible light, the possibility of participation of DyVO4 along with AgBr as type-I heterojunctions is eliminated. But, it seems that the interfacial defects in composite texture provide good separation efficiency of charge carriers and thus, the higher photocatalytic activities under visible area. However, under UV light, the type-I heterojunction mechanism for the composite catalyst was established. But, since the standard redox potential of O2/•O2− (-0.046 eV vs NHE) is more negative than the CB potential of semiconductor I (+0.054 eV), the accumulated electrons cannot reduce the O2 species to form •O2−. However, the holes in semiconductor I has the ability to oxidize the H2O or OH−to produce •OH (1.99 eV for OH− /•OH and 2.27 eV for H2O/•OH), which is corresponding to the relatively more positive VB potential (Lu et al., 2019; Wang et al., 2016). By employing type-I heterojunction model, the DyVO4/AgBr nanocomposites could optimize the separation of the electron–hole pair and eventually leading to the high photodegradation efficiency (Scheme 1).Schematic diagram of photocatalytic reaction over MB in the presence of DyVO4/AgBr nanocomposites under UV and visible light.
Based on the Langmuir-Hinshelwood mechanism, the possible rate constants of MB were calculated (Yu et al., 2007).
C0 and C represent the concentration of organic dyes at first and t time, respectively. The pseudo-first-order rate constant is denoted by k (min−1). Based on linear correlations between reaction time and ln(C0/C), the pseudo rate constant (k) has been calculated. The increased photocatalytic efficiency was attained at a higher reaction rate constant, as observed in Fig. 9b and 9d. A comparison of vanadate-based photocatalysts is given in Table 2. DyVO4, AgBr, and DyVO4/AgBr can sufficiently degrade MB in both UV and visible light sources based on their photocatalytic efficacy.
Photocatalyst
Method
Targeted Pollutants
Light Source
Photodegradation time (min)
Degradation (%)
Ref.
DyVO4
Co-precipitation
MB
UV/ Visible
90
63.0/ 57.0
This work
AgBr
74.1/ 64.7
DyVO4/AgBr
79.8/ 72.0
HoVO4
Sonochemical
MVa
UV
90
67.6
(Khorasanizadeh et al., 2019)
CeVO4/silica fiber
Alcohol -thermal treatment
MB
UV
90
48.5
(Chen et al., 2015)
NdVO4/silica fiber
32.3
(Chen et al., 2015)
GdVO4/silica fiber
64.5
(Chen et al., 2015)
YbVO4
Sonochemical
MB
Visible
120
65.0
(Eghbali-Arani et al., 2018)
CeVO4
Hydrothermal
RhBc
UV
80
65.0
(Phuruangrat et al., 2021)
SmVO4
Sol-gel
Carbamazepine
Solar simulator
300
26.6
(Mafa et al., 2021)
4 Conclusions
DyVO4 nanoparticles were fabricated by simple co-precipitation method and the effect of different molar ratios of H2Salen as a ligand to metal (Dy) was investigated. The results indicated that the best molar ratio of ligand to metal was 2:1. DRS spectra showed that the bandgap of DyVO4, AgBr and DyVO4/AgBr was estimated at 3.19, 2.50 and 3.08 eV, making them good candidate for photocatalytic performance. The photocatalytic degradation demonstrated that DyVO4/AgBr nanocomposite has better performance in comparison to every constituent (pristine DyVO4 and pure AgBr) under UV and visible light radiations. DyVO4/AgBr nanocomposite could degrade 79.8% and 72.0% of MB under UV and visible light, respectively. From these results it can be inferred that the increased activity of DyVO4/AgBr nanocomposites can mainly ascribe to type-I heterojunction model under UV light. However, with respect to the charge separation mechanism of composite under visible light, this phenomenon could show the synergy and interfacial defects of two components as the main factors of improved photodegradation rate. The prepared DyVO4/AgBr nanocomposites are of great significance due to its outstanding features, which allow it for use in wastewater treatment.
CRediT authorship contribution statement
Mohammad Hossein Khorasanizadeh: Writing – review & editing, Investigation, Methodology, Formal analysis. Rozita Monsef: Formal analysis, Data curation, Writing – review & editing, Investigation, Software. Masoud Salavati-Niasari: Software, Formal analysis, Methodology, Writing – review & editing, Writing – original draft, Conceptualization, Supervision, Project administration, Investigation, Data curation, Validation, Resources, Visualization, Funding acquisition. Hasan Sh. Majdi: Writing – review & editing, Software, Data curation. Waleed Khalid Al-Azzawi: Writing – review & editing, Software, Data curation. Furqan S. Hashim: Software.
Declaration of Competing Interest
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
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