2.3.1. Kinetic Studies
Figure 4 shows the kinetics of ATZ adsorption for different initial concentration (0.5 – 5.0 ppm).
Table 3 contains a summary of atrazine adsorbed at equilibrium condition (after 120 min) and different kinetics parameters of adsorption. The two commercial carbons showed the highest ATZ uptake for all the initial concentrations. This result is ascribed to a combination of a high surface area and high total volume of pores (
Table 1). However, in spite of AC
PC is characterized by a higher surface area and total volume of pores than AC
M (
Table 1), it is clear that AC
PC removes less ATZ (
Table 3). For instance, AC
PC adsorbs ca. 15% and ca. 34% less ATZ than AC
M for 0.5 ppm and 5.0 ppm. This results suggest that the diffusion of ATZ molecules from the bulk of solution to the pores of adsorbents is more efficient for low concentration of herbicide. This result seems to be contradictory with the dynamics of adsorption described by the intraparticle diffusion model (IPD) [
53,
54,
55] since AC
PC has a higher mesopore contribution than that of AC
M (
Table 1). It cannot be discarded that the acidic functional groups of AC
PC inhibit the diffusion of ATZ molecules to the pore framework. This inference seems to be reinforced by comparing the ATZ adsorbed on MPB-CO
2 against MPB-P50. In spite of the surface area and total volume of pores of MPB-CO
2 does not differ much from the values for MPB-P50, it is clear that atrazine adsorption is remarkable different. For instance, increasing the initial concentration from 0.5 - 5.0 ppm, the ATZ adsorbed on MPB-CO
2 was ca. 8.9, 7.1, 6.7, and 6.5 higher than that adsorbed on MPB-P50. It suggests the acidic surface functional groups (mainly carboxylic acids and phenol) of MPB-P50 inhibit the diffusion to the pore framework.
Figure 4.
Kinetics of atrazine adsorption (qt) as a function of the initial concentration. (a): ACM; (b): ACPC; (c): MPB-CO2; (d): MPB-P50.
Figure 4.
Kinetics of atrazine adsorption (qt) as a function of the initial concentration. (a): ACM; (b): ACPC; (c): MPB-CO2; (d): MPB-P50.
Table 3.
Summary of kinetic parameters for the atrazine removal on porous carbons.
Table 3.
Summary of kinetic parameters for the atrazine removal on porous carbons.
Carbon |
ATZ (ppm) |
qeq a (μmol) |
k1 b (min-1) |
R2k1 c
|
k2 d (μmol-1·min-1) |
R2k2 e
|
kp f (μmol-1·min-0.5) |
C g (μmol) |
R2kp h
|
ACM
|
0.5 |
0.282 |
0.032 |
0.997 |
0.743 |
0.928 |
0.014 |
0.146 |
0.954 |
|
1 |
0.556 |
0.024 |
0.996 |
0.638 |
0.966 |
0.009 |
0.458 |
0.981 |
|
2.5 |
1.385 |
0.033 |
0.985 |
0.285 |
0.963 |
0.042 |
0.981 |
0.863 |
|
5 |
2.632 |
0.021 |
0.906 |
0.130 |
0.979 |
0.073 |
1.921 |
0.889 |
ACPC
|
0.5 |
0.241 |
0.053 |
0.972 |
1.956 |
0.966 |
0.006 |
0.181 |
0.852 |
|
1 |
0.503 |
0.028 |
0.996 |
0.394 |
0.950 |
0.020 |
0.299 |
0.955 |
|
2.5 |
1.064 |
0.028 |
0.965 |
0.227 |
0.949 |
0.039 |
0.675 |
0.879 |
|
5 |
1.742 |
0.041 |
0.985 |
0.349 |
0.846 |
0.060 |
1.181 |
0.844 |
MPB-CO2
|
0.5 |
0.241 |
0.033 |
0.977 |
0.378 |
0.944 |
0.022 |
0.023 |
0.931 |
|
1 |
0.391 |
0.019 |
0.987 |
0.133 |
0.983 |
0.030 |
0.063 |
0.984 |
|
2.5 |
0.459 |
0.024 |
0.996 |
0.185 |
0.971 |
0.035 |
0.099 |
0.977 |
|
5 |
0.658 |
0.026 |
0.980 |
0.124 |
0.980 |
0.046 |
0.189 |
0.963 |
MPB-P50 |
0.5 |
0.027 |
0.052 |
0.919 |
18.796 |
0.911 |
0.002 |
0.014 |
0.698 |
|
1 |
0.055 |
0.042 |
0.872 |
8.395 |
0.972 |
0.003 |
0.029 |
0.643 |
|
2.5 |
0.069 |
0.023 |
0.900 |
2.684 |
0.993 |
0.003 |
0.041 |
0.875 |
|
5 |
0.101 |
0.035 |
0.919 |
0.818 |
0.992 |
0.006 |
0.035 |
0.958 |
The molecular interactions associated with the mechanism of ATZ adsorption on the present porous carbons can be also interpreted in terms of the kinetics parameters of adsorption were obtained for the pseudo-first order [
53,
56], the pseudo-second order [
53,
57], and the intraparticle diffusion [
53,
54,
55] models.
Table S1 (Supplementary) shows a summary of the kinetic expressions and parameters obtained from the pseudo-first-order rate constant (k
1), the pseudo-second-order rate constant (k
2), the intraparticle (IPD) rate constant (k
p) and the C constant attributed to the extension of the boundary layer thickness. The pseudo-first order kinetics is associated with the reversible physisorption of molecules [
58] while a pseudo-second order kinetics is associated with chemisorption phenomena [
59] where strong interactions and bond formation may occur between the adsorbate and adsorbent.
Figure 5 shows the plots for the atrazine adsorption on AC
M and MPB-CO
2 at 0.5 and 5.0 ppm, respectively, in terms of the pseudo-first order, pseudo-second order and the intraparticle diffusion models. It can be seen from
Figure 5 and the regression values from
Table 3 that both AC
M and MPB-CO
2 have fitted very-well with the pseudo first-order and pseudo second-order showing R
2 > 0.95 in most of cases. The average values for R
2k1 and R
2k2 were ca. 0.971 and 0.959 for AC
M while 0.985 and 0.969 were estimated for MPB-CO
2.
It can be suggested that a mixture of physisorption and chemisorption mechanisms governs ATZ adsorption on carbons characterized by a basic surface and micropore framework. It is important to highlight that AC
M does not fit well with the intraparticle model with an average R
2kp values of ca. 0.921 while a value of ca. 0.964 was obtained for MPB-CO
2. It can be seen from
Table 3 that at low ATZ concentration (0.5 ppm), ATZ adsorbed at equilibrium conditions (q
eq) is similar in both commercial carbons (0.282 μmol against 0.241 μmol).
Figure 5.
Kinetics treatments for ATZ adsorption on ACM (a,b,c,g,h,i) and MPB-CO2 (d,e,f,j,k,l). 0.5 ppm: (a,b,c,d,e,f); 5.0 ppm: (g,h,i,j,k,l). Pseudo first-order: (a,d,g,j); Pseudo second-order: (b,e,h,k); Intraparticle diffusion model: (c,f,i,l).
Figure 5.
Kinetics treatments for ATZ adsorption on ACM (a,b,c,g,h,i) and MPB-CO2 (d,e,f,j,k,l). 0.5 ppm: (a,b,c,d,e,f); 5.0 ppm: (g,h,i,j,k,l). Pseudo first-order: (a,d,g,j); Pseudo second-order: (b,e,h,k); Intraparticle diffusion model: (c,f,i,l).
On the contrary, at high initial concentrations (5.0 ppm), q
eq is higher on AC
M than AC
PC and ca. 4 times higher than MPB-CO
2 (2.632 μmol against 0.658 μmol). It suggests that in spite of the micropore contribution and the surface pH of AC
M is almost similar to that of MPB-CO
2, AC
M permits a better diffusion of molecules from the bulk of solution to the pore framework. This ability is stronger at high initial concentrations. This inference is reinforced when the values of C constant from IPD model are compared between both carbons.
Table 3 shows C values monotonically increases as a function of the initial concentrations from 0.146 up to 1.921 μmols (13.2 times higher) for AC
M while for MPB-CO
2 increased from 0.023 μmol up to 0.189 μmol (8.2 times higher). In other words, high adsorption capacities for the ATZ removal drives to high values of C constant. According to the IPD model, C is a measure of the boundary layer thickness of molecules approaching or in the vicinity of the adsorbent.
A similar analysis can be performed for AC
PC and MPB-P50.
Figure 6 shows the plots for the ATZ adsorption on AC
PC and MPB-P50 at 0.5 and 5.0 ppm, respectively. The regression values observed in
Figure 6 shows that AC
PC fitted very-well with the pseudo first-order model (R
2k1 of ca. 0.980).
Figure 6.
Kinetics treatments for ATZ adsorption on ACPC (a,b,c,g,h,i) and MPB-P50 (d,e,f,j,k,l). 0.5 ppm: (a,b,c,d,e,f); 5.0 ppm: (g,h,i,j,k,l). Pseudo first-order: (a,d,g,j); Pseudo second-order: (b,e,h,k); Intraparticle diffusion model: (c,f,i,l).
Figure 6.
Kinetics treatments for ATZ adsorption on ACPC (a,b,c,g,h,i) and MPB-P50 (d,e,f,j,k,l). 0.5 ppm: (a,b,c,d,e,f); 5.0 ppm: (g,h,i,j,k,l). Pseudo first-order: (a,d,g,j); Pseudo second-order: (b,e,h,k); Intraparticle diffusion model: (c,f,i,l).
On the contrary, this commercial carbon does not fit well with the pseudo second-order showing an average R
2k1 of ca. 0.927. In other words, in spite of the surface of AC
PC is acidic, ATZ prefers to be adsorbed by a physisorption mechanism probably due to a high contribution of mesopores (
Table 1). On the contrary, ATZ is preferentially adsorbed by a chemisorption mechanism. This suggestion can be inferred from R
2k2 values in
Table 3 which are clearly higher than R
2k1 values. At the same time, it can be seen from
Table 3 that the C constants are clearly higher on AC
PC than on MPB-P50. For instance, C values increased from 0.181 μmol up to 1.181 μmol (6.5 times higher) on AC
PC while for MPB-P50 only increased from 0.014 μmol up to 0.035 μmol when ATZ concentration increased from 0.5 up top 5.0 ppm.
Finally, with the exception of MPB-P50, k
1 and k
2 rate constants observed in MPB-CO
2 and the commercial nanoporous carbons are in the same order of magnitude than values reported by Tan and coworkers [
60] using corn straw-derived porous carbons. In general, it is interesting to remark that k
1 and k
2 trends to decrease their values with the increase of concentration. This is remarkable for k
2 in most of carbons studied in the present work. This results permits to suggest that chemisorption mechanism is favored at low concentration while at higher concentration, physisorption and IPD model control the mechanism of adsorption. This result suggests that atrazine adsorption is highly dependent on the concentration of ATZ according to the intraparticle diffusion model [
61]. In other words, at high concentration the energy required for the formation of bonds leading to chemisorption is higher since the number of surface interactions between ATZ molecules and the surface sites of adsorption decrease. This suggestions will be discussed in the following two sections using the equilibrium parameters obtained from Langmuir and Freundlich isotherms as well as the theoretical estimations.
2.3.2. Adsorption Isotherms of Atrazine
Table S2 (SM) shows a summary of the mathematical expressions used for the equilibrium studies of atrazine adsorption according to Langmuir [
62], and Freundlich [
63] models.
Figure 7 shows the experimental results obtained on the two commercial activated carbons (AC
M and AC
PC).
Table 4 contains a summary of the equilibrium adsorption parameters obtained, including the maximum capacity for the atrazine adsorption in the monolayer (q
T, μmol); the adsorption constant according to Langmuir model (K
L, L·μmol
-1); the adsorption constant according to Freundlich model (K
F, mg·g
-1); and the Freundlich´s heterogeneity factor (n). The linear regression factors according to Freundlich model fit much better than Langmuir model for the commercial carbons (AC
M and AC
PC). However, this trend is opposite in the mangosteen-derived carbons.
Figure 7a shows AC
M adsorbs more ATZ than AC
PC (
Figure 7d) at initial concentrations higher than 1.0 ppm (
Table 3). The maximum capacity for ATZ adsorption in the monolayer for AC
PC is higher (2.937 μmol) than that obtained for AC
M (1.573 μmol). This result agrees with the higher specific surface area of AC
PC than that of AC
M (
Table 1) and a higher mesopore structure that will permit to inhibit the diffusion of ATZ molecules from the bulk of solution to the pore framework as suggested by lower values of C constant from IPD model on AC
PC than AC
M (
Table 3) when ATZ is higher than 1 ppm. However, it can be proposes that in the present range of study (0.5 – 5.0 ppm) AC
M adsorb more than one monolayer of atrazine molecules. This is inferred from the fact that the maximum capacity for ATZ adsorption in the monolayer (q
T) according to Langmuir model for AC
M is clearly lower (1.573 μmol,
Table 4) than the value adsorbed at equilibrium (q
eq) when the initial concentration of ATZ is 5.0 ppm (2.632 μmol,
Table 3).
Figure 7.
Adsorption isotherms of atrazine for the commercial activated carbons. (a,b,c): ACM; (d,e,f): ACPC. (a,b,d,e): Langmuir model. (c,f): Freundlich model.
Figure 7.
Adsorption isotherms of atrazine for the commercial activated carbons. (a,b,c): ACM; (d,e,f): ACPC. (a,b,d,e): Langmuir model. (c,f): Freundlich model.
On the other hand, Freundlich isotherm assumed that the surface of the adsorbent is energetically heterogeneous, where the adsorption sites have similar characteristic energies. It is also considered that there are no lateral interactions between the adsorbed molecules and therefore, only a monolayer is adsorbed. The heterogeneity factor of Freundlich (nF) is similar in both commercial carbons (1.8 and 1.9 for ACM and ACPC) which suggests that only one monolayer should be adsorbed which is contrary to ATZ adsorption observed on ACM.
Table 4.
Summary of the equilibrium parameters obtained for atrazine adsorption.
Table 4.
Summary of the equilibrium parameters obtained for atrazine adsorption.
Carbon |
qT (μmol) a
|
KL (L·μmol-1) b
|
R2L c
|
KF d (mg·g-1) |
nF e
|
R2F f
|
ACM
|
1.573 |
5.374 |
0.929 |
134.9 |
1.79 |
0.976 |
ACPC
|
2.937 |
0.246 |
0.934 |
43.2 |
1.72 |
0.942 |
MPB-CO2
|
0.565 |
1.574 |
0.952 |
15.3 |
4.12 |
0.923 |
MPB-P50 |
0.139 |
0.120 |
0.964 |
1.59 |
1.99 |
0.921 |
On the other hand, it is clear from data in
Table 4 that the adsorption constant according to Langmuir model (K
L) observed on AC
M is ca. 22 times higher than observed on AC
PC (5.374 L·mmol
-1 against 0.246 L·mmol
-1). This result indicates that AC
M is characterized by a higher thermodynamic trend to adsorb ATZ than that of AC
PC, in spite of the S
BET of the latter is higher. This trend is reinforced by the adsorption constant values obtained from the Freundlich model (K
F) which is ca. 3 times higher on AC
M than on AC
PC (134.9 mg·g
-1 against 43.2 mg·g
-1). Accordingly, it can be suggested that the surface chemistry of AC
M plays the main role in the adsorption of ATZ.
Figure 8 shows the results obtained on the mangosteen-derived porous carbons (MPB-CO
2 and MPB-P50) and the summary of equilibrium results obtained from Langmuir and Freundlich isotherms are summarized in
Table 4.
Figure 8.
Adsorption isotherms of atrazine for the mangosteen-derived porous carbons. (a,b,c): MPB-CO2; (d,e,f): MPB-P50. (a,b,d,e): Langmuir model. (c,f): Freundlich model.
Figure 8.
Adsorption isotherms of atrazine for the mangosteen-derived porous carbons. (a,b,c): MPB-CO2; (d,e,f): MPB-P50. (a,b,d,e): Langmuir model. (c,f): Freundlich model.
For instance, q
T, K
L, K
F and n
F parameters are ca. 4.0, 13.1, 9.6, and 2.1 times higher on MPB-CO
2 than on MPB-P50. It is clear that MPB-CO
2 possesses a higher capacity than MPB-P50 to adsorb atrazine and this fact can be attributed to superior textural and porosimetry properties, mainly a higher BET surface area and a higher total volume of pores (
Table 1). In addition, MPB-CO
2 is characterized by a basic surface with a high surface pH instead of acidic groups and acid surface pH for MPB-P50 (10.1 against 3.9,
Table 1) which could be responsible for an important electrostatic attraction for hydrated atrazine molecules.
This fact will be discussed in the next section. It is interesting to highlight that the adsorption parameters observed in the mangosteen-derived carbons were remarkably lower in comparison to those observed on the commercial activated carbons. For MPB-CO
2 carbon, this fact can be attributed to the high value of the heterogeneity factor according to Freundlich model (n
F) which mainly indicates both the material is characterized by different types of adsorption sites and more importantly, it has a high thermodynamic trend to adsorb ATZ. However, this is not the case for MPB-P50 with a value of n
F ca. 2.0, lightly higher than those observed for the commercial carbons. It can be suggested that the high micropore proportion of the mangosteen-derived porous carbons, up to 92% and 78% for MPB-CO
2 and MPB-P50, can be responsible for the low ATZ adsorption parameters. However, AC
M and MPB-P50 possess comparable surface areas and pore frameworks (
Table 1). Thus, it is clear that thermodynamic trend to adsorb atrazine is favored by the presence of strong basic functional groups on the surface of the carbons. In addition, it should be highlighted that the average particle size of the mangosteen-derived carbons was ca. 350 μm which is ca. 5 times higher than values observed for the commercial nanoporous carbons (ca. 75 μm). It a previous work we have shown [
45] that the lower the size of particles the higher the capacity of atrazine´s adsorption. Thus, the equilibrium studies can be summarized in the following aspects. At low concentration of atrazine, the pore framework of the adsorbent plays the most important role being mesopores the driven-force inhibiting intraparticle pore diffusion limitations. However, at high concentration of ATZ, the surface chemistry seems to be the driving-force for the adsorption of the herbicide. Accordingly, it can be concluded that Langmuir and Freundlich models can be used to explain both the uptake and thermodynamic trends of atrazine adsorption on the present commercial nanoporous carbons. For instance, q
T values were ca. 38.1 mg·g
-1, 100.6 mg·g
-1, 19.3 mg·g
-1, and 4.8 mg·g
-1 for AC
M, AC
PC, MPB-CO
2, and MPB-P50, respectively. These values are clearly higher, even for MPB-P50, than that reported by Tan and coworkers [
64] for a porous carbon prepared from corn straw, with a q
T of ca. 4.6 mg·g
-1. The loading used in the present work is ca. 0.05 g·L
-1 is similar to that reported by Tan and coworkers [
64]. In spite of the commercial carbons are characterized by superior capabilities to adsorb atrazine, it can be noted that the mangosteen-derived porous carbon prepared by physical activation under CO
2 flow (MPB-CO
2) is a potential adsorbent, mainly due to its high BET surface area of ca. 1080 m
2·g
-1 instead of 466 m
2·g
-1 for the corn straw-derived carbon [
64]. In addition, K
L values were ca. 24.9 mg·g
-1, 1.14 mg·g
-1, 7.3 mg·g
-1, and 0.56 mg·g
-1 for AC
M, AC
PC, MPB-CO
2, and MPB-P50, respectively, which are remarkable higher than ca. 0.04 L mg
-1 reported for the corn straw-derived carbons [
64] characterized by basic surface and an important contribution of mesopores to the total volume of pores. Accordingly, the superior thermodynamic trend of AC
M and MPB-CO
2 to adsorb ATZ can be attributed to the combination of the basic surface and the low contribution of mesopores (
Table 1). On the contrary, the present commercial and mangosteen peels-derived nanoporous carbons showed lower q
T but higher K
L (in most cases) than carbons prepared from hemp stem [
65] with values of ca. 227 mg·g
-1 and ca. 0.64 L·mg
-1, respectively. The higher q
T can be attributed to a higher surface area (2135 m
2·g
-1) and to a much higher loading of adsorbent of ca. 3.0 g·L
-1 (ca. 60 times higher) than that used in the present study. It should be highlighted that the K
L value obtained on MPB-CO
2 porous carbons is ca. 11.4 times higher than that reported for hemp stem [
70]. This comparison suggests that a basic surface chemistry plays the most important role for ATZ adsorption, mainly at high concentrations. This suggestion is discussed as follows by using DFT estimations.