| Literature DB >> 35270343 |
Raquel Seoane1, Sergio Santaeufemia1, Julio Abalde1, Enrique Torres1.
Abstract
The efficiency of the living biomass of the microalga Chlamydomonas moewusii in removing methylene blue dye is determined. The kinetics, equilibrium isotherms, and the effects on this process of the pH, contact time, and initial concentration of the dye are studied. Fourier transform infrared spectrometry and point of zero charge are used to characterize the biomass and explore the process. The maximum removal capacity derived from the Langmuir isotherm is 212.41 ± 4.55 mg/g after 7 h of contact time at pH 7. The removal process is rapid because kinetic studies revealed that the best fit of the data is with pseudo-third-order kinetics. The removal efficiency is dependent on the pH; as the pH increased, the efficiency is higher. These results show that the living biomass of this microalga is a very efficient biosorbent and therefore very suitable for the removal of methylene blue from aqueous solutions.Entities:
Keywords: bioremediation; biosorption; decolorization; dye; environmental pollutants; microalga
Mesh:
Substances:
Year: 2022 PMID: 35270343 PMCID: PMC8909845 DOI: 10.3390/ijerph19052653
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Kinetic models included in this study.
| Kinetic Model | Differential Equation | Equation |
|---|---|---|
| Pseudo-first-order model |
| |
| Pseudo-second-order model |
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| Pseudo-third-order model |
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| Pseudo-fourth-order model |
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| Intraparticle diffusion model (Weber–Morris) | - |
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q (mg/g): mass of dye removed per unit of mass of biosorbent at time t. q (mg/g): mass of dye removed per unit of mass of biosorbent at equilibrium. k1 (1/h), k2 (g/(mg h)), k3 (g2/(mg2 h)), k4 (g3/(mg3 h)), k (mg/(g h0.5)), k (1/h): constant rate of the respective model. I (mg/g): Intercept in the Weber–Morris model.
Isotherm models included in this study.
| Isotherm Model | Equations |
|---|---|
| Langmuir | |
| Freundlich |
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| Temkin |
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| Dubinin–Radushkevich |
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C (mg/L): concentration of dye in solution at equilibrium. q (mg/g): amount of dye removed at equilibrium per unit of mass. q (mg/g): maximum removal capacity. K (L/mg): constant related to removal capacity. R: separation factor. C (mg/L): initial sorbate concentration. K (mg1−(1/ L1//g): constant related to the affinity for the biosorbent. n: intensity of removal. A (L/mg): Temkin isotherm equilibrium binding constant. b (g J/(mg mol)): constant related to the heat of removal. T (°K): absolute temperature. R (J/(mol K)): gas constant. B (mol2/J2): free energy sorption per mole of the sorbate. ε: Polanyi potential calculated with the equation: E (kJ/mol): apparent energy of removal.
Figure 1FTIR spectra of Chlamydomonas moewusii before and after the removal process of methylene blue.
Figure 2Point of zero charge (pHPZC) determination of C. moewusii biomass.
Figure 3Evolution of the amount of methylene blue removed per unit of biomass throughout the contact time. Points represent the means of three replicates and bars indicate the standard deviation.
Percentage of methylene blue removed based on the initial concentration added.
| Initial Dye Concentration (mg/L) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 0.5 | 2.25 | 4.5 | 9 | 12 | 24 | 48 | 96 | 200 | 400 | |
| 99.9 ± 0.2 | 92.4 ± 0.3 | 85.4 ± 0.6 | 83.8 ± 2.1 | 82.7 ± 0.9 | 84.2 ± 0.7 | 80.5 ± 1.2 | 79.6 ± 0.2 | 60.7 ± 0.7 | 38.7 ± 1.3 | |
Correlation coefficients (r2) and AIC (Akaike information criterion) values obtained for the data adjusted to the kinetic models.
| Kinetic Model | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Initial Methylene Blue Concentration | Pseudo-First-Order | Pseudo-Second-Order | Pseudo-Third-Order | Pseudo-Fourth-Order | Intraparticle Diffusion | |||||
|
| AIC |
| AIC |
| AIC |
| AIC |
| AIC | |
| 0.5 | 0.965 | −74.48 | 0.992 | −93.29 | 0.996 | −101.48 | 0.994 | −95.63 | 0.421 | −40.55 |
| 2.25 | 0.957 | −35.97 | 0.992 | −57.29 | 0.994 | −60.14 | 0.989 | −53.19 | 0.564 | −8.16 |
| 4.5 | 0.955 | −20.85 | 0.993 | −44.91 | 0.997 | −55.11 | 0.993 | −44.86 | 0.590 | 5.88 |
| 9 | 0.953 | −4.96 | 0.990 | −24.39 | 0.996 | −36.99 | 0.994 | −31.58 | 0.557 | 22.03 |
| 12 | 0.954 | 2.419 | 0.983 | −9.73 | 0.986 | −12.11 | 0.983 | −9.58 | 0.627 | 27.58 |
| 24 | 0.954 | 19.22 | 0.989 | 1.12 | 0.993 | −3.30 | 0.989 | 1.613 | 0.600 | 45.36 |
| 48 | 0.940 | 39.94 | 0.983 | 24.42 | 0.991 | 17.60 | 0.989 | 18.28 | 0.727 | 58.11 |
| 96 | 0.955 | 53.51 | 0.991 | 34.20 | 0.996 | 23.69 | 0.995 | 25.66 | 0.767 | 73.26 |
| 200 | 0.953 | 64.47 | 0.989 | 46.41 | 0.995 | 37.60 | 0.994 | 39.19 | 0.755 | 84.48 |
| 400 | 0.941 | 72.34 | 0.985 | 55.98 | 0.993 | 47.55 | 0.992 | 48.16 | 0.721 | 91.15 |
Kinetic parameters derived from the model that obtained the best fit to the data (pseudo-third-order).
| Kinetic Parameters | |||
|---|---|---|---|
| Initial | |||
| 0.5 | 0.66 ± 0.02 | 130.12 ± 12.85 | 0.009 |
| 2.25 | 2.80 ± 0.03 | 2.54 ± 0.27 | 0.025 |
| 4.5 | 5.14 ± 0.04 | 0.70 ± 0.05 | 0.027 |
| 9 | 9.90 ± 0.08 | 0.26 ± 0.02 | 0.020 |
| 12 | 13.11 ± 0.25 | 0.09 ± 0.01 | 0.033 |
| 24 | 26.81 ± 0.35 | 0.02 ± 0.003 | 0.028 |
| 48 | 53.31 ± 0.99 | 0.003 ± 4 × 10−4 | 0.066 |
| 96 | 108.07 ± 1.41 | 4.7 × 10−4 ± 4 × 10−4 | 0.092 |
| 200 | 169.35 ± 2.42 | 2.1 × 10−4 ± 2 × 10−5 | 0.082 |
| 400 | 210.10 ± 3.37 | 1.9 × 10−4 ± 2 × 10−5 | 0.060 |
Parameters associated with the intraparticle diffusion model.
| Parameters | ||
|---|---|---|
| Initial Methylene Blue Concentration | ||
| 0.5 | 0.14 ±0.05 | 0.36 ± 0.07 |
| 2.25 | 0.69± 0.18 | 1.20 ± 0.26 |
| 4.5 | 1.30 ± 0.32 | 2.14 ± 0.47 |
| 9 | 2.41 ± 0.63 | 4.47 ± 0.93 |
| 12 | 3.48 ± 0.80 | 5.03 ± 1.17 |
| 24 | 6.86 ± 1.65 | 10.93 ± 2.45 |
| 48 | 15.48 ± 2.81 | 15.41 ± 4.17 |
| 96 | 32.28 ± 5.29 | 26.56 ± 7.84 |
| 200 | 49.88 ± 8.44 | 44.60 ± 12.51 |
| 400 | 60.37 ± 11.14 | 63.59 ± 16.51 |
Figure 4Linear plots of the intraparticle diffusion kinetic model.
Figure 5Equilibrium isotherms for methylene blue removal using living biomass of the microalga C. moewusii.
Values of the constants derived from the isotherm models used in this study, and the error functions (r2 and AIC) used to assess the goodness of fit.
| Isotherm Model | Constants and Error Functions | Value |
|---|---|---|
| Langmuir | 212.41 ± 4.55 | |
| 0.04 ± 0.002 | ||
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| 0.06 − 0.98 | |
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| 0.997 | |
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| 35.60 | |
| Freundlich |
| 0.42 ± 0.05 |
| 20.41 ± 4.66 | ||
|
| 0.950 | |
|
| 67.56 | |
| Temkin | 18.84 ± 28.61 | |
| 165.53 ± 49.72 | ||
|
| 0.531 | |
|
| 90.84 | |
| D–R | 170.75 ± 11.64 | |
| 2.79 × 10−5 ± 7 × 10−6 | ||
| 0.13 | ||
|
| 0.943 | |
|
| 67.61 |
Figure 6Effect of pH on the efficiency of methylene blue removal using 200 mg/L of dye. Different letters indicate significant differences in the Tukey test (α = 0.05).
Comparison with other sorbents using for the removal of methylene blue.
| Materials | Contact Time | [Dye] | References | ||
|---|---|---|---|---|---|
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| 2744.5 | 189.8 | 0.25 | 10–1000 | [ |
|
| 698.48 | 225.3 | 24 | 100–2500 | [ |
| Oil palm shell carbon | 384.62 | 132.28 | 30 | 50–500 | [ |
| Brewer’s spent grain | 298.35 | 69.51 | 7 | 5–250 | [ |
| Brazilian berry seeds ( | 189.6 | 34.4 | 3 | 25–200 | [ |
| Magnetic | 119.05 | 1.41 | 0.5 | 25–350 | [ |
| Chestnut husk | 117.2 | 19.4 | 0.67 | 50–500 | [ |
| 115 | 68.5 | 0.5 | 20–80 | [ | |
|
| 99.7 | - | 0.67 | 1.28–38 | [ |
|
| 76.34 | 10.07 | 0.83 | 10–50 | [ |
| Clay | 58.20 | - | 2 | 10–100 | [ |
|
| 56.18 | 13.08 | 0.83 | 10–50 | [ |
| Wood apple rind carbon | 40.1 | 21.3 | 2 | 10–100 | [ |
| Hydrogel P(AAm-co-AcA) | 39.59 | - | 24 | 5–50 | [ |
|
| 39.38 | 3.96 | 2.7 | 10–50 | [ |
|
| 38.61 | 81.8 | 6 | 5–100 | [ |
| Banana peel | 20.80 | 1.34 | 24 | 10–120 | [ |
| Neem leaf powder | 19.61 | 9.47 | 5 | 25–70 | [ |
| Orange peel | 18.60 | 1.75 | 24 | 10–120 | [ |
| 18.3 | 1.26 | 0.5 | 20–80 | [ | |
| Coconut coir | 15.59 | 0.98 | 2.33 | 60–100 | [ |
|
| 10.99 | 1.45 | 2 | 5–25 | [ |
| Spent rice biomass | 8.3 | - | 2 | 25–50 | [ |
| Fly ash | 5.57 | 4.38 | 2 | 20–60 | [ |
| Glass fibres | 2.24 | 2.12 | 6 | 25–50 | [ |
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Parameter obtained from a Langmuir isotherm, Freundlich constant: affinity measure for the sorbent.