Abstract
The exploration of simultaneous removal of co-existing or multiple pollutants from water by the means of nanomaterials paves a new avenue that is free from secondary pollution and inexpensive. In the aquatic environment, river water contains a mixture of ions, which can influence the adsorption process. In this respect, removing heavy metal ions becomes a true challenge. Here, four heavy metal ions, namely, Pb2+, Cd2+, Cu2+, and Ni2+, have been successfully removed simultaneously from river water using ultrafine mesoporous magnetite (Fe3O4) nanoparticles (UFMNPs) based on the affinity of these metal ions toward the UFMNP surfaces as well as their unique mesoporous structure, promoting the easy adsorption. The individual removal efficiencies of Pb2+, Cd2+, Cu2+, and Ni2+ ions from river water were 98, 87, 90, and 78%, respectively, whereas the removal efficiencies of the mixed Pb2+, Cd2+, Cu2+, and Ni2+ ions were 86, 80, 84, and 54%, respectively, in the same river water. Thus, the data clearly indicate the complex removal of heavy metal ions in multi-ion systems. This study has demonstrated the huge potential of UFMNPs to be effective for their use in wastewater treatment, especially to simultaneously remove multiple heavy metal ions from aqueous media.
Introduction
Heavy metal ions (HMIs) are ubiquitous pollutants in the environment, and in particular, the existence of HMIs such as Pb2+, Cd2+, Cu2+, and Ni2+ in river water is of great concern because of their severe threats to public health, living organisms, and freshwater supply.1,2 For instance, the exposure to the excessive levels of such HMIs significantly increases the likelihood of kidney damage, nervous system damage, and renal dysfunction as they are nonbiodegradable.3,4 To eliminate these potential harmful health effects, environmental regulations to reduce the HMIs concentration in water are becoming increasingly stringent.5 Simultaneous removal of a mixture of several hazardous HMIs offers a cost-effective solution. It has been, however, quite challenging to date due to the competing adsorption of these HMIs. Meanwhile, it is highly requested so as to avoid the repeated one-by-one removal of pollutants and of course to develop an attractive low-cost strategy.
To achieve the removal of HMIs from different effluents, conventional methods including chemical precipitation, membrane filtration, and adsorption have been developed.6 Of all of the various treatment technologies, adsorption is one of the techniques generally used due to its cost-effectiveness and flexibility in design and operation.3,7,8 In this way, numerous adsorbents have been developed and used for the removal of pollutants from water/wastewater including activated carbon, zeolite, polymeric materials, fly ash, and biomass.7,9 Although they may be effective for HMI removal, they have many disadvantages including complexity, high cost, and secondary waste and have low adsorption capacities, which limit their use in water/wastewater treatment. Hence, there is a need to design and explore new adsorbents with improvements in adsorption capacity, superior separation rate, and ease of operation.
Magnetic nanoparticles (NPs) with particle sizes less than 40 nm are easily dispersible in solutions, exhibiting a large surface area and superparamagnetic properties, and can be attracted by an externally applied magnetic field but do not retain magnetic properties when the field is removed.10 This magnetic property makes them effective adsorbents for HMI removal and highly useful in novel separation processes. In particular, more recently, magnetite (Fe3O4) NPs have been found to be great adsorbents for water purification as they are recognized to exhibit high ratio of area to volume and fast magnetic response and adsorption kinetics.11 Additionally, magnetite nanoparticles are nontoxic, recyclable, and easy to synthesize, and co-precipitation method is a simple and efficient way to produce them.2 For these reasons, monodisperse magnetite NPs were used to remove arsenic from water with magnetic capture at an extremely low magnetic field gradient.12 The reduction of the size of Fe3O4 NPs from 300 to 12 nm also increased by orders of magnitude the removal efficiency of As(V) and orange II from solution.12 Besides, magnetite NPs with small sizes have been synthesized and used for removal of heavy metal ions such as Tc(VII) and Cr(VI),13 As(III),6 Hg(II),14 and As(V)15 from aqueous solutions. These studies have been carried out to date on the single adsorption of heavy metal ions onto bare Fe3O4 NPs.3,7,16 As such, the aim of this study is to investigate the single and multicomponent adsorption of Pb2+, Cd2+, Cu2+, and Ni2+ ions from natural water using pristine Fe3O4 NPs since information about simultaneous adsorption of HMIs in multicomponent systems on bare Fe3O4 NPs is scare so far and should be explored. The natural water was used because it contains multiple types of these metal ions and its environment is complicated.
Herein, ultrafine magnetite NPs were synthesized by co-precipitation method and successfully used as adsorbents for the removal of four mixed metal ions (Pb2+, Cd2+, Cu2+, and Ni2+) from contaminated river water, which represents hitherto the greatest application in removal of metal ions by magnetite NPs. The key to this success was based on the mesoporous property exhibited by the magnetite NPs, which, to the best of our knowledge, has not never explored to date. Indeed, river water was used because groundwater and surface water contain a complex mixture of ions and organic matters, which mimics well a concrete practical application. The important factors including medium pH, temperature, contact time, adsorbent amount, and initial metal ion concentration as well as thermodynamic parameters were investigated. Also, the easy regeneration of the magnetite nanoadsorbents was carried out using diluted nitric acid at pH 1.
Results and Discussion
Characterization of the Ultrafine Magnetite Nanoparticles
The powder X-ray diffraction (XRD) pattern of Fe3O4 is shown in Figure 1a. All of the diffraction peaks with 2θ at 30.15, 35.37, 43.31, 53.69, 57.08, 62.77, 71.48, and 74.34° are attributed to crystal planes of Fe3O4(220), (311), (400), (422), (511), (440), (620), and (533), respectively. Therefore, the XRD results confirm the successful synthesis of Fe3O4 NPs and show good consistency with the standard pattern of Fe3O4 (PDF card 19-0629). Moreover, no other significant peaks were observed. This observation indicates that the synthesized Fe3O4 NPs do not contain any other crystallite impurities. The calculated average crystallite size was 9 nm, which indicates that ultrafine Fe3O4 NPs were formed17 using Debye Scherrer equation based on the line-broadening of the magnetite (311) reflection and expressed by16
1 |
where δ is the full width at half-maximum (FWHM) in radian, α is Bragg’s angle, λ is the wavelength of the incident X-rays, p is a constant (0.9), and D is the diameter.
Details about the structure and morphology of the Fe3O4 NPs were examined with TEM (Figure 1b). Through visual observation, we found that the small spherical particles tend to aggregate due to the magnetic forces between them. This tendency of ultrafine mesoporous magnetite (Fe3O4) nanoparticles (UFMNPs) to aggregate was attributed to the absence of stabilizing surfactants deliberately omitted during their synthesis to ensure that UFMNPs surface sites remain exposed and active for better characterizing the adsorption of the different studied metal ions. The average size of the particles is estimated to vary between 4 and 17 nm. Thus, the smaller magnetite NPs exhibited a high dispersion capability in water.16,18,19
Figure 1c shows the Brunauer–Emmett–Teller (BET) analysis of the prepared Fe3O4 NPs, which revealed a relative high surface area of 94.43 m2 g–1. Physical properties such as surface area, pore volume, and average pore diameter of Fe3O4 NPs are listed in Table 1. Besides, the nitrogen adsorption/desorption isotherm of UFMNPs was similar to the type IV isotherms, proving indeed the presence of mesopores according to the BET classification unlike previously reported nonporous structures of magnetite.20,21 This mesoporous structure displayed thus effective transport pathways to the interior cavities, which could further increase the adsorption capacity of UFMNPs.22 The formation of the mesoporous Fe3O4 NPs structure is due to the addition of hydrazine during thermal treatment at 85 °C.23,24 The particles have a spherical form, so the specific surface area can enable the determination of the average particle diameter by the following equation25
2 |
where ∂ is the theoretical density in g cm–3, S is the specific surface area in m2 g–1, and DBET is the average particle diameter in nm.
Table 1. Physical Properties of Fe3O4 Nanoparticles.
sample | surface area (m2 g–1) | average pore diameter (nm) | pore size (nm) | pore volume (cm3 g–1 Å–1) |
---|---|---|---|---|
Fe3O4 | 94.43 | 15 | 2–60 | 0.02–0.35 |
Consequently, the average particle size of 17.41 nm was evaluated, consistent with the TEM results. Figure 1d indicates the pore size in the range of 2–60 nm, and the average diameter was around 15 nm shown by the strong peak.
Performances of Ultrafine Magnetite Nanoparticles in Deionized Water and Natural Water
Figure 2 depicts the application of UFMNPs in contaminated deionized water and natural water for the removal of Pb2+, Cd2+, Cu2+, and Ni2+ ions at ambient temperature. In this regard, the removal of these metal ions from deionized water shows a rapid adsorption of Pb2+, Cd2+, and Cu2+ where more than 90% was adsorbed within 20 and 40 min for Ni2+. Over this period, the rate of the metal ion uptake slowly decreased and gradually did not seem to increase any further (Figure 2a). These observations can be explained by the fact that at the beginning of the adsorption process there was more availability of active sites on the Fe3O4 NP adsorbents, and with the accumulation time, these sites slowly saturated.26 Thus, the removal efficiencies of Pb2+, Cd2+, Cu2+, and Ni2+ ions were 99.6, 99.1, 99.2, and 98.3%, respectively. The same trend was observed with the individual removal of the studied HMIs in the river water (Figure 2b) but with longer removal time and less removal efficiency during both steps described above. Actually, the first step lasted 100 min for Pb2+, Cd2+, and Cu2+ where 97.60, 86.60, and 89.51% were adsorbed, respectively. For Ni2+ ions, it needed 120 min and its removal efficiency was 77.50%. Then, the uptake slowed down for all of the metal ions and did not increase any further over time. The uptake of these metal ions was retarded and decreased in the river water by the presence of other substances including ions and organic matters, which likely blurred the adsorption of the metal ions and filled up the pores on the Fe3O4 NP adsorbents.
To further demonstrate the performance of the UFMNPs, the simultaneous removal of these HMIs was carried out in the river water (Figure 2c). Upon comparing the removal efficiency of the previous individual removals, it was clear that the uptake of the studied HMIs was further decreased in simultaneous removal, even though both steps were also observed. This was assigned to the competitive adsorption of these HMIs at a time that hindered the uptake process, indicating that the adsorption of the metal ions depended on each other. In addition, the reduced equilibrium capacity values of metal ions adsorbed onto Fe3O4 adsorbents clearly demonstrated the competition between heavy metal ions for the available surface area. Preferential adsorption of heavy metal ions from the mixture was inherent to the affinity of these HMIs toward Fe3O4 adsorbents, as determined from single removal analysis (Table S1). After 180 min, the removal efficiencies of Pb2+, Cd2+, Cu2+, and Ni2+ ions were 85.62, 80.31, 84.41, and 54.20%, respectively. These results showed additional reasons to the foregoing findings during the simultaneous uptake, namely, the electropositivity of the ions,27 hydrated ionic radii,18 ionic strength of the solution,28 concentration of the metal ions,29 and precipitation and surface complexation.30 Nevertheless, it is noteworthy that the simultaneous removal of four ions has been achieved even if the removal efficiency was less than 90% for each ion, and one could attribute the key to this success of simultaneous removal of these metal ions to the large ratio of the surface area to volume, mesoporous property, and relative huge pore volume (0.02–0.35 cm3 g–1 Å–1) of the UFMNPs. Also, we extended the previous results by the aggregation observed in the TEM image, which promoted the easy adsorption of the ions via the overlapping of the adsorption sites of the naked Fe3O4 NP adsorbents.
In the adsorption process, the desorption and repeatability are significant parameters for developing new adsorbents for practical applications. The desorption study was carried out to examine the recyclability and regeneration of the adsorbents in synthetic water. To do so, the studied heavy metal ions (i.e., Pb2+, Cd2+, Cu2+, and Ni2+) adsorbed by UFMNPs were released (Scheme 1) using diluted nitric acid (0.01 M) at different pH values such as pH 1.0, pH 2.0, and pH 3.0, and the results are shown in Figure S4. As can be observed, the pH 1.0 was more suitable to restore the used adsorbents since the desorption efficiency decreases with the increasing pH. The reusability of the UFMNPs was thus tested by successively applying the adsorption/desorption cycle using the same adsorbents in deionized water using diluted nitric acid (0.01 M) at pH 1.0. Figure 2d illustrates the removal efficiency of the studied metal ions in several cycles (five cycles) using Fe3O4 NPs. It is found that the Fe3O4 nanoadsorbents can retain nearly 85% of their initial adsorption capacity after five succeeding adsorption/desorption cycles, which confirms their effective recoverability in diluted nitric acid at pH 1.0.
Tests of the Metal Ion Adsorption
To characterize the dependence of metal ion adsorption on different parameters and their nature, we performed the adsorption process in synthetic water (for more parameters, see the Supporting Information, SI).
Effect of pH on Metal Ion Adsorption
In the adsorption process, the pH of the medium remains a fundamental controlling parameter that affects the metal chemistry in solution and the actives sites of the adsorbent.30 To this aim, the influence of pH on the removal efficiency of heavy metal ions by UFMNPs was assessed over a wide pH range from 2 to 12 and is shown in Figure 3a. As can be seen in this figure, the increase in the pH leads to the increase in the removal efficiency for all tested metal ions until pH = 6, beyond which the removal efficiency remains almost constant. One reason may be the fact that at lower pH the proton (H+) density in the medium is higher, and then, a competition between H+ and metal ions can occur at the active sites of the Fe3O4 nanoadsorbents rendering the active adsorption sites less available for metal ions.31 As the adsorption mechanism is a surface process, the surface of the adsorbent is of great importance for the extent of adsorption and is a key quality parameter. Therefore, the other reason was ascribed to the surface charge of the Fe3O4 nanoadsorbents since magnetite NPs exhibit amphoteric surface activity.18
In aqueous media, the surface of magnetite NPs is recovered by FeOH. As such, it can be deprotonated or protonated to lead to FeO– or Fe(OH)2+ according to the pH of the medium. Furthermore, to understand the adsorption of charged species and the impact of pH, the ζ-potential of the UFMNPs was recorded at different pH values and is depicted in Figure 3b. As can be seen in this figure, the potential of zero charge (PZC) of the UFMNPs is 4.5, consistent with the literature,7 where their total charge is considered zero as the positive charges and negative charges are equal. Below pHPZC (4.5), the positive charges are predominant onto the Fe3O4 NP adsorbents; therefore, an electrostatic repulsion existed between heavy metal ions and their surfaces, which illustrates the weak removal efficiency of the different metal ions at low pH. In contrast, the surface of the UFMNPs becomes negatively charged (FeO–) beyond pHPZC (4.5), promoting metal ions’ electrostatic attraction. This explains the increase in the uptake of the different metal ions at higher pH values. Nevertheless, at some point (pH > 6) it was found that the removal efficiency decreases with the increasing pH of the solution because different metal ions began precipitating.7,32 Moreover, at 25 °C, the solubility product constants of Pb(OH)2, Cd(OH)2, Cu(OH)2, and Ni(OH)2 are 1.43 × 10–20, 7.20 × 10–15, 2.00 × 10–15, and 5.48 × 10–16, respectively. It has been found that the removal of heavy metal ions may occur owing to the formation of hydroxide precipitation at pH values higher than 6.7,16,33 Hence, the removal of heavy metals at high pH (pH > 6) introduced uncertainty with respect to adsorption against precipitation.3,34 For this reason, the solution of pH 5.5 was selected throughout the removal experiments.
To test the stability of the prepared Fe3O4 NPs, the leaching of iron ions was investigated during the adsorption of the different metal ions at different pH values in synthetic water. Table 2 summarizes this leaching after suspending 50 mg of Fe3O4 NPs in 50 mL of metal ion solution for 2 h. The results indicated that the leaching of iron ions was negligible with respect to the total iron even though the values in more acidic solution (pH 2.0) were the highest ones for all of the tested metal ions. Consequently, the pH of the medium did not affect the adsorbents (Fe3O4 NPs).
Table 2. Leaching of Fe after Suspending 50 mg of Fe3O4 NPs in 50 mL of Different Metal Ion Solutions for 2 h.
percentage
of Fe leached per total Fe during metal
ion adsorption |
||||
---|---|---|---|---|
pH | Pb2+ | Cd2+ | Cu2+ | Ni2+ |
2 | 0.07 | 0.066 | 0.056 | 0.099 |
4 | 0.0016 | 0.0037 | 0.0020 | 0.0046 |
6 | 0.0022 | 0.0056 | 0.0022 | 0.0045 |
8 | 0.0059 | 0.0030 | 0.0044 | 0.0060 |
10 | 0.0062 | 0.0070 | 0.0019 | 0.0029 |
12 | 0.0087 | 0.0021 | 0.0026 | 0.0095 |
Adsorption Kinetics
The adsorption kinetics is one of the important characteristics defining the effectiveness of an adsorbent, which describes the solute uptake rate by controlling the diffusion process and the residence time of an adsorbate uptake at the solid/solution interface. To evaluate the nature of the adsorption mechanism and the efficiency of the UFMNPs, two widely used kinetic models such as the pseudo-first-order and pseudo-second-order kinetic models were investigated to analyze the experimental results (for brevity, the relative equations are given in SI). Figure 4 depicts the linear plot of the mentioned adsorption kinetic models of the separate and simultaneous process of these heavy metal ions. The results of the calculated kinetic parameters are listed in Table S2. From this table, the pseudo-second-order model with its higher correlation coefficient (R2) for all tested metal ions described the adsorption process better than the pseudo-first-order model using Fe3O4 NPs, showing quite a good linearity (Figure 4b,d). This observation denotes that the adsorption process was controlled by chemisorption.35 Moreover, the values of calculated equilibrium capacities qe (cal.) resulting from the pseudo-second-order model were more consistent with experimental q values qe (exp.) than those calculated from the pseudo-first-order model. However, decreased values of the quantity of heavy metal ions adsorbed onto Fe3O4 NPs from mixed metal ion solutions compared to the single ion solution ones markedly illustrated the competition between the different heavy metal ions for the accessible active sites on the adsorbents. The results in this quaternary Pb–Cd–Cu–Ni system indicated that the rate constant of Pb2+ (0.045 g mg–1 min–1) was higher than the rate constants of Cu2+ (0.008 g mg–1 min–1), Cd2+ (0.005 g mg–1 min–1), and Ni2+ (0.003 g mg–1 min–1), further demonstrating the strong affinity of Fe3O4 NPs for Pb2+. Additionally, it significantly showed the inhibition effect of Pb2+ in the competitive adsorption of multicomponent systems.30
Effect of Initial Metal Ion Concentration and Adsorption Isotherms
The initial concentration remains a fundamental parameter that allows ascertaining the adsorption capacity of an adsorbent. Figure S7 represents the experimental results of the influence of initial metal ion (Pb2+, Cd2+, Cu2+, Ni2+) concentrations on the removal efficiency obtained in the range of 10–150 mg L–1. It is clear that with an increase in metal ion concentrations the uptake efficiency of all studied metal ions gradually decreased. This observation can be explained by the fact that at low metal ion concentration the ratio number of moles of metal ions to the active sites of the Fe3O4 nanoadsorbents is large and thereby the fractional adsorption becomes independent of initial metal ion concentration.4 However, when the metal ion concentration increases, the available active sites on the Fe3O4 nanoadsorbents become fewer compared with the available number of moles of metal ions, leading to the decrease in the adsorption efficiency of metal ions.36
To determine the nature of the interaction between all tested metal ions and the Fe3O4 nanoadsorbents, and find the maximum capacity of these nanoadsorbents, the adsorption data were examined using adsorption isothermal models such as Langmuir, Freundlich, Dubinin–Radushkevich, and Temkin isotherm models. (See the Supporting Information regarding the assumptions and equations related to each model.) Figure 5 shows the different isotherm models used for characterizing the adsorption of Pb2+, Cd2+, Cu2+, and Ni2+ onto the UFMNPs, and the entire calculated isotherm parameters from these models are listed in Table S3. From these results, the adsorption of the tested ions is well described by the Langmuir isotherm model where the correlation coefficient is closer to unity. This demonstrates that the active sites onto the Fe3O4 NPs disperse homogeneously and the adsorbed metal ions cover the NPs surface by forming a monolayer. Besides, the adsorption can occur only at a fixed number of definite identical and equivalent localized sites. The adsorption of the tested metal ions was based on the electrostatic attraction between them and the Fe3O4 NP surfaces. According to the Langmuir model results, the maximum adsorption capacities of Pb2+, Cd2+, Cu2+, and Ni2+ onto the UFMNPs were 85, 79, 83, and 66 mg g–1, respectively. Also, the RL values of the Langmuir model for all studied metal ions lied in the range of 0–1, illustrating favorable adsorption of these metal ions by Fe3O4 NP adsorbents. The adsorption intensity n from the Freundlich model of the tested metal ions was in the range of 1–10, indicating also a favorable adsorption process.37 Based on the Dubinin–Radushkevich model, the values of ε (kJ mol–1) for all studied metal ions were higher than 8, confirming that the attractive forces were chemical bonding (chemisorption).38 The relatively high values of the Temkin isotherm δT for all studied metal ions demonstrate the strong interaction between the Fe3O4 NPs and the metal ions.
Conclusions
In this work, ultrafine Fe3O4 NPs were successfully synthesized to remove simultaneously four ions (quaternary-metal systems) including Pb2+, Cd2+, Cu2+, and Ni2+ from contaminated river water thanks to their mesoporous structure. They were demonstrated as highly effective adsorbents for the removal of multiple metal ions from artificial water and river water. The kinetic models of metal ion adsorption onto Fe3O4 NPs fitted perfectly with the pseudo-second-order model both in single and multicomponent systems, illustrating that the processes were chemisorptive in nature. The experimental findings well followed the Langmuir isotherm, indicating that the adsorption mechanism was limited by monolayer coverage. Furthermore, based on the thermodynamic investigations, it was also shown that the adsorption process was spontaneous and endothermic. Eventually, for practical applications, the adsorption/desorption tests demonstrated that the ultrafine Fe3O4 NPs were reusable and can be used several times even after five succeeding cycles. The regeneration of Fe3O4 NP adsorbents using diluted nitric acid at pH 1.0 indicated that it is quite effective for restoring adsorbents.
Experimental Section
Synthesis Procedure of Mesoporous Fe3O4 Nanoparticles
The mesoporous hydrophilic Fe3O4 nanoparticles were prepared based on the simple and effective co-precipitation of ferric and ferrous salts (Figure S1), as previously reported.36 Briefly, 250 mL (1.5 M) of NaOH solution and 2 mL of N2H4·H2O were added into a three-necked round-bottom flask and heated at 85 °C. Meanwhile, in a clean beaker, 5.2 g of FeCl3·6H2O, 2.0 g of FeCl2·4H2O, and 0.85 mL of HCl (12 M) were dissolved in 25 mL of deionized water at room temperature. The latter mixture was added dropwise to the former one with vigorous stirring. A black precipitate was obtained immediately, which was allowed to crystallize for 30 min under continuous stirring. During the synthesis of the Fe3O4 nanoparticles, a nitrogen atmosphere was not used because the decomposition of hydrazine generates N2 gas.39 After formation of Fe3O4 colloids, the solution was allowed to cool at room temperature. Finally, the black precipitate was filtered off by magnetic decantation, washed with ethanol and deionized water to get rid of the unreacted reactants, and dried in a vacuum oven at 60 °C for 4 h.
Removal Procedure of Heavy Metal Ions in River Water
To test the applicability of Fe3O4 nanoadsorbents in natural water, river water was chosen because groundwater and surface water contain a complex mixture of ions. Before being used, river water was filtered by a filter paper to remove all suspended matter. Fe3O4 nanoadsorbents (100 mg) were added to 50 mL of river water spiked with 50 mg L–1 of each tested ion. The mixture was shaken at 220 rpm at a constant temperature of 25 °C. Then, at regular time intervals, the mixture was withdrawn, the nanoadsorbents were separated by a permanent hand-hold magnet, and the concentration of the remaining ions in the spent solution was determined by an inductively coupled plasma atomic emission spectrophotometer.
Acknowledgments
This work was supported by the National Natural Science Foundation of China (Grant No. 21834001), Innovation Program of Shanghai Municipal Education Commission (Grant No. 2017-01-07-00-02-E00023), and Shanghai Sailing Program (Grant No. 19YF1410400). T.P.F. was supported by the China Scholarship Council for the Ph.D. program in ECUST (CSC No. 2015DFH452).
Glossary
Abbreviations
- HMI
heavy metal ion
- UFMNP
ultrafine magnetite nanoparticle
- MNP
magnetic nanoparticle
Supporting Information Available
The Supporting Information is available free of charge on the ACS Publications website at DOI: 10.1021/acsomega.9b00731.
Experimental section (synthesis of Fe3O4, metal ion removal procedure, and point of zero charge); characterization (BET, scanning electron microscope/energy dispersive X-ray analysis); tests of the metal ion adsorption (adsorption kinetics, effect of the temperature, adsorbent dose, initial concentration, and isotherm analysis); thermodynamic studies (PDF)
The authors declare no competing financial interest.
Supplementary Material
References
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