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Efficient removal of crystal violet dye using EDTA/graphene oxide functionalized corncob: a novel low cost adsorbent

Huan Wang*, Xin Lai, Wei Zhao, Youning Chen, Xiaoling Yang, Xiaohua Meng and Yuhong Li
College of Chemistry and Chemical Engineering, Xianyang Normal University, Xianyang 712000, China. E-mail: 237463169@qq.com

Received 27th May 2019 , Accepted 11th July 2019

First published on 16th July 2019


Abstract

In this study, EDTA functionalized corncob (EDTA-corncob) and EDTA/graphene oxide functionalized corncob (EDTA-GO/corncob) were prepared using disodium ethylenediamine tetraacetic acid and the graphene oxide immersion method. EDTA-corncob and EDTA-GO/corncob were characterized by SEM and FTIR spectroscopy. On this basis, the adsorption properties of EDTA-corncob and EDTA-GO/corncob were studied with crystal violet as the adsorbate. The optimum adsorption conditions were determined by the effect of samples on the adsorption properties of crystal violet at different times, temperatures and pH, and the reusability of the samples was studied. The results showed that adsorption capacity of crystal violet on EDTA-GO/corncob was higher compared with natural corncob and EDTA-corncob. The most suitable pH value of the solution is about 6.0, the adsorption equilibrium time is 200 min. EDTA-GO/corncob can be reused eight times. This study indicated that EDTA-GO/corncob is a reusable adsorbent for rapid, low-cost, and efficient removal of dye from waste water.


1 Introduce

Water pollution is one of the major environmental problems nowadays.1 Dyes are one of the important and basic pollutants in water pollution. With the accelerated process of industrialization development, more and more wastewater containing dyes is discharged from various human activities and causes serious threats to the environment.2–4

A wide range of physicochemical techniques, such as electrocoagulation, photocatalytic process, flocculation, ozonation, adsorption, and membrane filtration, have been employed to dispose of the wastewater.5–10 Among these various purification treatments, liquid-phase adsorption is believed to be the most effective way to remove organic dyes from wastewater. A variety of materials, which include chitosan,11 leaves,12 crab shell,13 waste coal gangue,14 peach gum polysaccharide,15 ganoderma lucidum,16 clays,17 and Cucumis sativus peel,18 were prepared or used as adsorbents for removal of dyes from water.

Biomass waste, such as corncob, has great potential to form inexpensive and environmental friendly adsorbents due to the large quantities produced, chemical and mechanical stability, high surface area and structural properties. But generally the adsorption capacity of natural corncob is not ideal. Therefore, many modification methods have been invented to increase the capacity of corncob based adsorbents.19,20 Ma et al. reported that corncob was converted into a novel magnetic adsorbent (MCA) for removal of anionic and cationic dyes.19 Mesoporous activated carbon that was prepared from corncob was used as adsorbent for removal of ammonium from groundwater.20 Hyperbranched polyamide modified corncob was synthesized and used as adsorbent for Cr(VI) with maximum adsorption capacity that could reach up to 131.6 mg g−1.21 EDTA is a kind of complexing agent, EDTA-modified may produce adsorbents with strong metal-complexing property, thus, EDTA-modified materials have been widely used for heavy metal and dyes removal, such as bamboo activated carbon,22 β-cyclodextrin/chitosan,23 electrospun polyacrylonitrile nanofibers.24 Since the graphene was first reported in 2004, it has been widely investigated due to its excellent electrical conductivity, thermal stability, mechanical strength and adsorption capacity.25,26

In this study, in addition to introducing EDTA onto corncob for enhancing adsorption capacity, graphene oxide would be also added. EDTA functionalized corncob (EDTA-corncob) and EDTA/graphene oxide functionalized corncob (EDTA-GO/corncob) were prepared successfully used to remove various dyes from water. Methylene blue, crystal violet, acridine orange, methyl red, acid chrome blue K, rhodamine B and orange IV, as typical anionic and cationic dye, were selected as the pollutants. At meantime, to fully understand the adsorption behavior of EDTA-corncob and EDTA-GO/corncob, studies were carried out under various parameters such as adsorbent dosage, pH, contact time. Adsorption kinetics of EDTA-corncob and EDTA-GO/corncob were investigated by pseudo first order model and pseudo second order model, respectively. Furthermore, the equilibrium data of EDTA-corncob and EDTA-GO/corncob were analyzed by Langmuir, Freundlich and Sips model, respectively. The reusability on adsorption capacity of EDTA-corncob and EDTA-GO/corncob were also tested. Our results demonstrate that EDTA-GO/corncob is a cheap and efficient adsorbent for removal of dye in aqueous media.

2 Experimental section

2.1 Materials

Flake graphite (99.95%) was supplied by Qingdao Chenyang Graphite Co., Ltd. (Qingdao, China). Corncob was purchased from Deep Processing of Huifeng Straw Agricultural Products (Lianyungang, China). Ethylenediamine tetraacetic acid, were purchased from the National Medicine Group Chemical Reagent Co., Ltd. (Shanghai, China). Acridine orange, methyl red, crystal violet, rhodamine B, orange IV, acidic chrome blue K and methylene blue were purchased from the Aladdin Chemical Reagent Co., Ltd. (Shanghai, China), and the other reagents were of analytical grade.

GO was prepared from the flake graphite powder using a modified Hummers–Offeman method.27

2.2 Preparation of adsorbent

2.2.1 Pretreatment of corncob. The corncobs were washed with tap water and distilled water carefully to remove surface impurities and dried at 55 °C. Then the dried corncobs were crushed by a grinder to obtain corncob powder for storage.

10.0 g of corncob powder was immersed in 20% isopropanol solution, stirred for 24 hours, filtered, washed with 20% isopropanol and distilled water to be colorless, dried for 24 hours at 55 °C, then added 0.1 mol L−1 of sodium hydroxide solution to the sample, stirred for 1 hour at room temperature, filtered, then added distilled water to stir for 45 minutes, washed repeatedly to pH 7.0, and filtered. The obtained products were dried at 55 °C for storage.

2.2.2 Preparation of EDTA functionalized corncob/graphene oxide. The pretreated corncob powder was soaked in 2.5% EDTA solution for 24 hours, filtered and washed with distilled water, and dried at 55 °C. The obtained products were EDTA-corncob.

0.10 g of GO was dispersed in 2.5% EDTA solution under ultrasound. Then the pretreated corncob powder was soaked in 2.5% EDTA/GO solution. After 24 hours, it was filtered and washed with distilled water. The EDTA-GO/corncob sample was dried at 55 °C and stored for reserve.

2.3 Characterization of materials

Fourier infrared spectrometry (FT-IR) of GO, corncob, EDTA-corncob and EDTA-GO/corncob were obtained using a Nicolet iS10 FT-IR spectrophotometer (Thermo Fisher Scientific, USA). Scanning electron microscope of corncob and EDTA-GO/corncob were carried out by an EVO MA10 scanning electron microscope (ZEISS, Germany). Zeta potential of EDTA-corncob and EDTA-GO/corncob were carried out on Zetasizer Nano Series (Malvern, British).

2.4 Adsorption experiments

2.4.1 Comparison of adsorption capacity. Seven copies of 0.0100 g EDTA-GO/corncob were added to 25.00 mL of methylene blue, crystal violet, acridine orange, methyl red, acid chrome blue K, rhodamine B and orange IV with initial concentrations 20 mg L−1, respectively. Then, 0.0100 g of corncob and 0.0100 g of EDTA-corncob were studied in the same fashion with the above steps. All flasks were shaken at 298 K to reach adsorption equilibrium. After that, absorbance of methylene blue, crystal violet, acridine orange, methyl red, acid chrome blue K, rhodamine B and orange IV in supernatant were determined by UV-Vis spectrophotometer at 662 nm, 582 nm, 490 nm, 435 nm, 524 nm, 554 nm and 443 nm, respectively. The adsorption capacity (qe, expressed in mg g−1) was calculated according to formula (1).
 
image file: c9ra04003j-t1.tif(1)
where Ce is the equilibrium concentration (mg L−1), C0 is the initial concentration (mg L−1), V is the solution volume (L), m is the weight of the adsorbent (g).
2.4.2 Effect of pH on adsorption capacity. Effect of pH on adsorption capacity of 0.0100 g of EDTA/corncob and 0.0100 g of EDTA-GO/corncob were carried out and the initial concentration of crystal violet was set as 20 mg L−1 with varying pH at 298 K. After reach to adsorption equilibrium, the other steps were studied in the same fashion with the 2.4.1 comparison of adsorption capacity.
2.4.3 Adsorption kinetics. 0.1000 g of EDTA-GO/corncob was added to 250 mL crystal violet solution with initial concentrations 40 mg L−1 at pH 6.09. The flask was shaken at 298 K to reach adsorption equilibrium. Then the absorbance of crystal violet in supernatant at different time intervals were determined by UV-Vis spectrophotometer at 582 nm. Each experiment was repeated three times. The capacity of crystal violet adsorbed (qt, expressed in mg g−1) was calculated according to the formula (2):
 
image file: c9ra04003j-t2.tif(2)
where C0 and Ct are the initial and temporary concentration of the dye (mg L−1), m is the weight of the adsorbent (g), and V is the solution volume (L).
2.4.4 Adsorption isotherm. Adsorption isotherm studies were carried out with 25 mL of crystal violet with the initial concentrations ranging from 20 to 140 mg L−1. Adsorptions onto 0.0100 g of EDTA/corncob and 0.0100 g of EDTA-GO/corncob were carried out at 298 K with varying initial concentration at pH 6.09. After reach to adsorption equilibrium, the other steps are the same as the adsorption kinetics.

The influence of ionic strength on the adsorption of crystal violet on EDTA/corncob and EDTA-GO/corncob was studied in the same fashion with the adsorption isotherm, except that sodium chloride was varied and the initial concentration of crystal violet was set as 40 mg L−1.

2.4.5 Recycling experiments. The adsorption experiment was conducted with initial concentration of crystal violet was set as 40 mg g−1 with 0.01 g of EDTA-GO/corncob at pH 6.09. After 8 h, the absorbance of crystal violet in supernatant was determined at 582 nm while the EDTA-GO/corncob was desorbed with ethanol for 5 h. Then EDTA-GO/corncob was filtered and washed repeatedly with distilled water. Finally, they were dried in vacuum oven at 55 °C. Recycling experiments of EDTA/corncob were studied in the same fashion with EDTA-GO/corncob. According to the above steps, the adsorption/desorption were repeated nine times. The capacity of crystal violet adsorbed (qe, expressed in mg g−1) was calculated according to the formula (1).

3 Results and discussion

3.1 Characterization of materials

Scanning electron microscope (SEM) for corncob and EDTA-GO/corncob is shown in Fig. 1. The structure of corncob (Fig. 1a and c) and EDTA-GO/corncob (Fig. 1b and d) were clearly revealed by SEM investigations. The SEM micrograph of corncob shows porous surface structure (Fig. 1a and c). Comparing to the SEM images of corncob, EDTA-GO/corncob is mainly lamellar structure.
image file: c9ra04003j-f1.tif
Fig. 1 SEM of corncob (a and c) and EDTA-GO/corncob (b and d).

The FTIR spectra of GO, corncob, EDTA-corncob and EDTA-GO/corncob are shown in Fig. 2. The characteristic peaks for GO appear at 1110, 1580, 1650 and 3450 cm−1 which correspond to stretching vibrations of C–O–C, C[double bond, length as m-dash]C, C[double bond, length as m-dash]O and –OH bonds, respectively (Fig. 2a). The EDTA-GO/corncob and EDTA-corncob presented peaks for N–H (νN–H 3450 cm−1), C[double bond, length as m-dash]O (νC[double bond, length as m-dash]O, 1660 cm−1), N–H (δN–H, 1590 cm−1) and C–O–C (νC–O–C, 1110 cm−1), all these functional groups are expected from EDTA and GO (Fig. 2c and d). These peaks at 1110 and 1660 cm−1 are not present in the spectra of unmodified corncob (Fig. 2b), indicating that EDTA and GO are attached successfully on the surface of EDTA-GO/corncob.


image file: c9ra04003j-f2.tif
Fig. 2 FTIR spectra of adsorbents. (a) GO; (b) corncob; (c) EDTA/corncob; (d) EDTA-GO/corncob.

3.2 Adsorption experiment

3.2.1 Effect of dyes on adsorption capacity. Effect of methylene blue, crystal violet, acridine orange, methyl red, acid chrome blue K, rhodamine B and orange IV on adsorption capacity of corncob, EDTA-corncob and EDTA-GO/corncob are shown in Fig. 3. It can be seen that corncob, EDTA-corncob and EDTA-GO/corncob can adsorb the seven dyes. Adsorption capacity of the seven dyes on corncob and EDTA-corncob are litter, while adsorption capacity of the seven dyes on EDTA-GO/corncob are higher than corncob and EDTA-corncob. Especially, the adsorption capacity of crystal violet on EDTA-GO/corncob is the most. So crystal violet was chosen as the object dye in the following experiments. Chemical structure of crystal violet is shown in Fig. 4.
image file: c9ra04003j-f3.tif
Fig. 3 Comparisons of adsorption capacity (pH = 7.0) (1) methylene blue; (2) crystal violet; (3) acridine orange; (4) methyl red; (5) acid chrome blue K; (6) rhodamine B; (7) orange IV.

image file: c9ra04003j-f4.tif
Fig. 4 Chemical structure of crystal violet.
3.2.2 Adsorption kinetics. Fig. 5 showed the adsorption capacity of crystal violet on EDTA-corncob and EDTA-GO/corncob versus adsorption time at 298 K. According to the kinetics data (Fig. 5), the adsorption capacity of crystal violet on EDTA-corncob and EDTA-GO/corncob increased very fast at 0–100 min and reached equilibrium at 200 min.
image file: c9ra04003j-f5.tif
Fig. 5 Adsorption kinetics.

In order to explain the adsorption mechanism, the adsorption kinetic data of crystal violet on EDTA-corncob and EDTA-GO/corncob were treated with pseudo-first-order and pseudo-second-order models, as shown in Fig. S1 and S2 (ESI), and the experimental data was listed in Table 1.

Table 1 Kinetic parameters for the adsorption of crystal violet on EDTA/corncob and EDTA-GO/corncob at 298 K
Adsorbent qeqex/mg g−1 Pseudo-first-order kinetics model Pseudo-second-order kinetics model
K1 (×10 min−1) qe/mg g−1 R K2 (×102 g mg−1 min−1) qe/mg g−1 R
EDTA/corncob 88.33 0.1497 67.74 0.9231 0.05535 88.50 0.9949
EDTA-GO/cornob 95.87 0.1566 71.12 0.9421 0.05171 95.24 0.9981


The pseudo first-order kinetics model (eqn (3)) and the pseudo-second-order kinetics model (eqn (4)) can be expressed as follows:

 
image file: c9ra04003j-t3.tif(3)
 
image file: c9ra04003j-t4.tif(4)
where qe and qt are the capacity of the dye adsorbed on the adsorbents at equilibrium and at time t (mg g−1), respectively, K1 (min−1) and K2 (g mg−1 min−1) are the rate constant of pseudo-first-order and pseudo-second-order kinetics models.

As listed in Table 1, the adsorption kinetics of EDTA-corncob and EDTA-GO/corncob were nicely described by pseudo-second-order model (R = 0.99) and the calculated qe was very close to the experimental qe. This indicated that chemisorption or chemical bonding between active sites of EDTA-corncob and EDTA-GO/corncob and crystal violet might dominate the adsorption process.

3.2.3 Adsorption isotherms. The adsorption isotherms of crystal violet on EDTA-corncob and EDTA-GO/corncob were studied at 298 K in Fig. 6. The adsorption capacity of the crystal violet on EDTA-corncob and EDTA-GO/corncob reaches the maximum as the initial concentration of the crystal violet increase gradually as shown in Fig. 6.
image file: c9ra04003j-f6.tif
Fig. 6 Adsorption isotherms.

The experimental adsorption equilibrium results on EDTA-corncob and EDTA-GO/corncob were fitted by the Langmuir model (eqn (5) and (6)), Freundlich isotherm model (eqn (7)) and Sips model (eqn (8)). The Langmuir model base on three assumptions:28 (1) the adsorption of molecule is a monolayer adsorption; (2) the adsorption of adsorbent surface is uniform; (3) there is no interaction among adsorbed molecules. The Freundlich model assumes that the adsorption surface is heterogeneous, that interactions between adsorbed molecules can occur, and that multilayer adsorption is possible. Sips model is an improved Langmuir model.

 
image file: c9ra04003j-t5.tif(5)
 
image file: c9ra04003j-t6.tif(6)
 
image file: c9ra04003j-t7.tif(7)
 
image file: c9ra04003j-t8.tif(8)
where qe, Ce, KL, qm and Kd are the equilibrium adsorption capacity (mg g−1), the equilibrium concentration (mg L−1), Langmuir adsorption constant, the maximum adsorption capacity (mg g−1) and effective dissociation constant. KF is the Freundlich adsorption coefficient, which is related to the dosage and properties of adsorbent, the properties and temperature of adsorbate, n is the Freundlich constant, which is related to the nature of adsorption system. KS is the Sips adsorption coefficient, mS is the Sips constant, which indicates the heterogeneity of adsorbent. The closer the mS value is to 1, the more homogeneous the adsorbent surface is.29

The Freundlich model provided a slightly better fit for the adsorption data of crystal violet onto EDTA-corncob and EDTA-GO/corncob (Table 2) than Langmuir model and Sips model. Therefore, the adsorption of crystal violet onto EDTA-corncob and EDTA-GO/corncob is heterogeneous adsorptions.

Table 2 Adsorption isotherm parameters of crystal violet onto on EDTA/corncob and EDTA-GO/corncob at 298 K
Adsorbent Langmuir model Freundlich model Sips model
qm/mg g−1 Kd R KF mg−1 g−1 n R KS mS R
EDTA/corncob 185.2 20.81 0.9494 18.08 1.943 0.9808 0.01798 0.6117 0.9538
EDTA-GO/cornob 203.9 16.54 0.9929 22.91 1.985 0.9982 0.03865 0.5864 0.9981


A comparison of the maximum adsorption capacities (qm) of EDTA-corncob and EDTA-GO/corncob for crystal violet are listed in Table 3 with literature values of qm of other adsorbents. It can be seen that the maximum adsorption capacities of EDTA-corncob and EDTA-GO/corncob for crystal violet are higher than that of other materials which might be attributed to the higher specific surface area of graphene and the EDTA groups.

Table 3 Comparison of maximum adsorption capacities of different adsorbents (298 K)
Adsorbent Dye qm/mg g−1 Ref.
AC-AgNPLs Crystal violet 87.2 30
Chitosan/nanodiopside nanocomposite Crystal violet 104.66 31
Gum Arabic-cl-poly(acrylamide) nanohydrogel Crystal violet 90.90 32
ZVI-GAM Crystal violet 172.41 33
Chitin nanowhiskers Crystal violet 39.56 34
Zinc oxide nanorods loaded on activated carbon Crystal violet 113.64 35
Surfactant modified magnetic nanoadsorbent Crystal violet 166.67 36
NH2-MIL-125(Ti) modified MOF Crystal violet 129.87 37
EDTA/corncob Crystal violet 185.2 This work
EDTA-GO/cornob Crystal violet 203.9 This work


3.3 Adsorption mechanism

The pH of solution affects the surface charge of the adsorbents as well as the degree of ionization of pollutants. Change of pH value affects the adsorptive process through dissociation of functional groups on the adsorbent surface active site.38

The impact of initial pH in the range of 2.0–10.0 on crystal violet adsorption by the EDTA/corncob and EDTA-GO/corncob are shown in Fig. 7a. The highest adsorption capacities of crystal violet on EDTA/corncob and EDTA-GO/corncob were detected at pH of 6.0. The adsorption of crystal violet on EDTA/corncob and EDTA-GO/corncob are pH dependent, the adsorption capacity of crystal violet on EDTA/corncob and EDTA-GO/corncob increases with the increase of pH (pH < 6.0), but the adsorption capacity of crystal violet on EDTA/corncob and EDTA-GO/corncob decreases with the increase of pH (pH > 6.0).


image file: c9ra04003j-f7.tif
Fig. 7 (a) Effect of pH on the adsorption capacity. (b) Zeta potential at the different pH.

The results may be attributed to the electrostatic attraction between the anions on the adsorbent and the cations on the dye. Fig. 7b showed the zeta potentials of EDTA/corncob and EDTA-GO/corncob. As shown in Fig. 7b, the isoelectric point (pHzpc) of EDTA/corncob and EDTA-GO/corncob are 2.05 and 1.98, respectively. At low pH (pH > 2.05), the surface of EDTA/corncob is negative charge because of the –COO groups on the surface of EDTA/corncob. At low pH (pH > 1.98), the surface of EDTA-GO/corncob is negative charge, which is attributed to more –COO groups. The negative charge on the surface of EDTA/corncob and EDTA-GO/corncob increases from pH 2.0 to 6.0 and then decreases with the increase of pH, and reaches the maximum at pH 6.0. The surface of acridine orange is positive charge. At pH around 6.0, the electrostatic interaction between crystal violet and EDTA/corncob or EDTA-GO/corncob is strongest, so the adsorption capacity of crystal violet on the absorbents reaches the maximum.

The effect of ionic strength on the adsorption of crystal violet on EDTA/corncob or EDTA-GO/corncob were studied by carried out a series of experiments at NaCl solutions (0.00, 0.02, 0.04, 0.06, 0.08, 0.10 mol L−1), and solution pH was adjusted to 6.0 before adsorption. The results are shown in Fig. 8. It is observed that the adsorption capacity of crystal violet on EDTA/corncob or EDTA-GO/corncob under the condition of 0.10 M NaCl remains 81.31% and 82.63% that of without addition of NaCl. The adsorption processes of crystal violet on EDTA/corncob or EDTA-GO/corncob are dependent on NaCl concentrations, which showed that electrostatic attraction dominates the adsorption process. The interaction mechanisms of crystal violet adsorption with EDTA/corncob and EDTA-GO/corncob were showed in Fig. 9.


image file: c9ra04003j-f8.tif
Fig. 8 Effect of NaCl on the adsorption capacity.

image file: c9ra04003j-f9.tif
Fig. 9 The interaction mechanisms.

3.4 Adsorbent recycling

Taking into account the practical application, the adsorption capacity and the reusability property are two key parameters to evaluate an adsorbent. An ideal adsorbent should not only possess higher adsorption capability, but also show better reusability property, which will significantly reduce the overall cost for the adsorbents.39

Reusability of EDTA/corncob or EDTA-GO/corncob is shown in Fig. 10. The crystal violet solutions with the concentration of 40 mg L−1 were prepared and EDTA/corncob or EDTA-GO/corncob was recycled for nine times to investigate the adsorption cycle number of EDTA/corncob or EDTA-GO/corncob. At the first adsorption equilibrium, the maximum adsorption capacity of EDTA/corncob or EDTA-GO/corncob was 58.8 and 64.1 mg g−1, respectively. With the increase of cycle number, the adsorption capacity showed a trend of decreasing. The adsorption capacity of EDTA/corncob was 30.3 mg g−1 at the sixth adsorption, while the maximum adsorption capacity of EDTA-GO/corncob is 28.1 mg g−1 at the ninth adsorption. This result showed that EDTA/corncob can be reused for five times and EDTA-GO/corncob can be reused for eight times.


image file: c9ra04003j-f10.tif
Fig. 10 Reusability of EDTA/corncob and EDTA-GO/corncob.

4 Conclusions

In summary, EDTA/corncob and EDTA-GO/corncob were prepared successful and could be used as an efficient and recyclable adsorbent for crystal violet. The adsorption capacity of crystal violet on EDTA-GO/corncob is higher than EDTA/corncob. The most suitable pH of adsorption of crystal violet on EDTA-GO/corncob was around 6.0. The adsorption equilibration time was 200 minutes. The adsorption kinetics fit well with pseudo-second-order model and the adsorption isotherm fit well with Freundlich isotherm model. Adsorption mechanism of crystal violet on EDTA/corncob and EDTA-GO/corncob were electrostatic attraction. EDTA/corncob can be reused for five times and EDTA-GO/corncob can be reused for eight times. The facile regeneration of EDTA-GO/corncob definitely could reduce the operating cost. We believe that EDTA-GO/corncob will have potentially wide application in the removal of dye pollutants from aquatic systems.

Conflicts of interest

There are no conflicts to declare.

Acknowledgements

This work was supported by the Nation Natural Science Foundation of China (No. 21703189), Xianyang Science and Technology Research Project of China (No. 2018k02-20), Shaanxi Province Innovation and Entrepreneurship Project for College Students of China in 2017 (No. 2502) and Xianyang Normal University Innovation and Entrepreneurship Project for College Students of China in 2017 (No. 2017070).

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Footnote

Electronic supplementary information (ESI) available: Fig. S1 The pseudo first-order kinetics model. Fig. S2 The pseudo second-order kinetics model. See DOI: 10.1039/c9ra04003j

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