Ultrasound-Assisted Synthesis of Fe3+/Zr4+-Modified Layered Double Hydroxides for RSM-Optimized Fluoride Remediation: Structural Insights and Evaluation in Groundwater
Abstract
1. Introduction
2. Materials and Methods
2.1. Materials
2.2. Synthesis of Adsorbents (LDHs)
2.3. Characterization of Adsorbents
2.4. Batch Adsorption Experiments
2.4.1. Experimental Design (RSM)
2.4.2. Adsorption Kinetics
2.4.3. Adsorption Isotherms
2.4.4. Regenerability and Recyclability
2.4.5. Groundwater Adsorption Study
2.4.6. Statistical Analysis
3. Results and Discussion
3.1. Characterization of Materials
3.1.1. X-Ray Diffraction (XRD) Analysis
3.1.2. Fourier Transform Infrared Spectroscopy (FTIR) Analysis
3.1.3. X-Ray Photoelectron Spectroscopy (XPS) Analysis
3.1.4. Specific Surface Area
3.1.5. Scanning Electron Microscopy (SEM), Energy-Dispersive X-Ray Spectroscopy (EDS), and Elemental Mapping
3.2. Batch Experimentation of Fluoride Adsorption
3.2.1. Fluoride Adsorption Tests
3.2.2. Optimization of Fluoride Removal via RSM
3.2.3. Kinetic Study
3.2.4. Isotherm Study
| Adsorbent | qe (mg/g) | Reference |
|---|---|---|
| Mg/Al-LDH-Cl− | 59.60 | [21] |
| MgAlZr-LDH | 51.92 | [36] |
| CaAlZr-LDH | 131.03 | [55] |
| NiFe-LDH | 23.49 | [56] |
| Mg/Fe/La | 60.00 | [57] |
| Zr0.05-LDH | 137.12 | This study |
| Fe0.8-LDH | 82.36 | This study |
3.2.5. Recyclability of Zr0.05-LDH and Fe0.8-LDH
3.2.6. Evaluation Under Real-Water Conditions
4. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| LDH | Layered double hydroxide |
| NOM | Mexican official standard |
| MPL | Maximum permissible limit |
| RSM | Response surface method |
| NA | Data not available |
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| Independent Factors | Levels | ||
|---|---|---|---|
| −1 | 0 | 1 | |
| Initial fluoride concentration (mg/L) | 5 | 10 | 15 |
| pH | 4 | 5 | 6 |
| Adsorbent dose (g/L) | 0.5 | 0.75 | 1.0 |
| Unit Cell Parameters | (003) | (110) | c = 3d003 | a = 2d110 | ||
|---|---|---|---|---|---|---|
| Adsorbent | 2θ | d (Å) | 2θ | d (Å) | ||
| LDH | 11.36 | 7.7805 | 60.49 | 1.5292 | 23.3415 | 3.0584 |
| Zr0.1 | 11.25 | 7.8602 | 60.32 | 1.5332 | 23.5806 | 3.0664 |
| Zr0.05 | 11.26 | 7.8295 | 60.36 | 1.5323 | 23.4885 | 3.0646 |
| Fe1 | 11.41 | 7.7460 | 59.47 | 1.5530 | 23.2380 | 3.1060 |
| Fe0.8 | 11.43 | 7.7388 | 59.71 | 1.5474 | 23.2164 | 3.0948 |
| Adsorbent | Surface Area (m2/g) | Diameter (nm) | Volume (cm3/g) |
|---|---|---|---|
| LDH | 218.0 | 26.53 | 1.44 |
| Zr0.1-LDH | 243.2 | 15.40 | 0.94 |
| Zr0.05-LDH | 261.0 | 16.00 | 1.04 |
| Fe1-LDH | 215.0 | 16.14 | 0.87 |
| Fe0.8-LDH | 233.5 | 18.29 | 1.067 |
| Source Model | Sum of Squares | Degree of Freedom | Mean Square | F Value | p Value |
|---|---|---|---|---|---|
| A: pH | 7.30888 | 1 | 7.30888 | 0.24 | 0.6280 |
| B: Adsorbent dose | 1493.97 | 1 | 1493.97 | 49.02 | 0.0000 |
| C: Initial concentration | 4.87948 | 1 | 4.87948 | 0.16 | 0.6920 |
| AA | 375.899 | 1 | 375.899 | 12.33 | 0.0015 |
| AB | 10.0172 | 1 | 10.0172 | 0.33 | 0.5709 |
| AC | 9.5481 | 1 | 9.5481 | 0.31 | 0.5800 |
| BB | 275.65 | 1 | 275.65 | 9.04 | 0.0054 |
| BC | 48.7902 | 1 | 48.7902 | 1.60 | 0.2159 |
| CC | 70.7672 | 1 | 70.7672 | 2.32 | 0.1384 |
| Blocks | 26.9781 | 1 | 26.9781 | 0.89 | 0.3546 |
| Lack of Fit Test | 868.262 | 19 | 45.698 | 29.31 | <0.0001 |
| Pure error | 15.5893 | 10 | 1.5589 | ||
| Total (corr.) | 3105.94 | 39 |
| Model | Parameters | LDH | Zr0.1 | Zr0.05 | Fe0.8 | Fe1 |
|---|---|---|---|---|---|---|
| Pseudo-first order | qe (mg/g) | 9.90 | 9.98 | 11.17 | 10.10 | 8.96 |
| K1(1/min or min−1) | 0.06 | 0.02 | 0.02 | 0.01 | 0.03 | |
| R2adj | 0.98 | 0.95 | 0.99 | 0.87 | 0.90 | |
| RMSE | 0.42 | 0.68 | 0.29 | 0.99 | 0.79 | |
| Pseudo-second order | qe (mg/g) | 11.05 | 11.53 | 12.17 | 11.71 | 9.96 |
| K2 (g/mg·min or mg−1·min−1) | 0.00036 | 0.0021 | 0.0015 | 0.0015 | 0.0034 | |
| R2adj | 0.98 | 0.95 | 0.98 | 0.90 | 0.94 | |
| RMSE | 0.42 | 0.64 | 0.46 | 0.95 | 0.61 | |
| Elovich | α (g/mg·h) | 0.08 | 0.51 | 0.34 | 0.36 | 2.4 |
| β (g/mg·h) | 0.22 | 0.40 | 0.337 | 0.37 | 0.7 | |
| R2adj | 0.98 | 0.95 | 0.96 | 0.92 | 0.88 | |
| RMSE | 0.43 | 0.71 | 0.70 | 0.82 | 0.82 |
| Model | Parameters | LDH | Zr0.05 | Fe0.8 |
|---|---|---|---|---|
| Langmuir | qe (mg/g) | 54.73 | 137.12 | 82.37 |
| R2 | 0.95 | 0.99 | 0.99 | |
| R2adj | 0.95 | 0.99 | 0.98 | |
| KL (L/mg) | 0.03 | 0.01 | 0.017 | |
| RMSE | 0.15 | 0.09 | 0.04 | |
| Freundlich | KF (mg/g)·(L/mg)1/n | 4.43 | 2.04 | 2.93 |
| n | 0.50 | 1.32 | 0.64 | |
| R2 | 0.89 | 0.99 | 0.97 | |
| R2adj | 0.89 | 0.98 | 0.95 | |
| RMSE | 0.26 | 0.70 | 0.82 |
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Vázquez-Cornejo, G.; Khamkure, S.; Gamero-Melo, P.; Bustos-Terrones, V.; Carrasco-Dehesa, U.; Reyes-Rosas, A.; López-Martínez, A.M.; Silva-Luna, C.D.; Rivera-Huerta, M.L.; Estrada-Arriaga, E.B.; et al. Ultrasound-Assisted Synthesis of Fe3+/Zr4+-Modified Layered Double Hydroxides for RSM-Optimized Fluoride Remediation: Structural Insights and Evaluation in Groundwater. Technologies 2026, 14, 324. https://doi.org/10.3390/technologies14060324
Vázquez-Cornejo G, Khamkure S, Gamero-Melo P, Bustos-Terrones V, Carrasco-Dehesa U, Reyes-Rosas A, López-Martínez AM, Silva-Luna CD, Rivera-Huerta ML, Estrada-Arriaga EB, et al. Ultrasound-Assisted Synthesis of Fe3+/Zr4+-Modified Layered Double Hydroxides for RSM-Optimized Fluoride Remediation: Structural Insights and Evaluation in Groundwater. Technologies. 2026; 14(6):324. https://doi.org/10.3390/technologies14060324
Chicago/Turabian StyleVázquez-Cornejo, Gloribel, Sasirot Khamkure, Prócoro Gamero-Melo, Victoria Bustos-Terrones, Ulises Carrasco-Dehesa, Audberto Reyes-Rosas, Arely M. López-Martínez, Carlos D. Silva-Luna, María L. Rivera-Huerta, Edson B. Estrada-Arriaga, and et al. 2026. "Ultrasound-Assisted Synthesis of Fe3+/Zr4+-Modified Layered Double Hydroxides for RSM-Optimized Fluoride Remediation: Structural Insights and Evaluation in Groundwater" Technologies 14, no. 6: 324. https://doi.org/10.3390/technologies14060324
APA StyleVázquez-Cornejo, G., Khamkure, S., Gamero-Melo, P., Bustos-Terrones, V., Carrasco-Dehesa, U., Reyes-Rosas, A., López-Martínez, A. M., Silva-Luna, C. D., Rivera-Huerta, M. L., Estrada-Arriaga, E. B., & Garcia-Maldonado, J. G. (2026). Ultrasound-Assisted Synthesis of Fe3+/Zr4+-Modified Layered Double Hydroxides for RSM-Optimized Fluoride Remediation: Structural Insights and Evaluation in Groundwater. Technologies, 14(6), 324. https://doi.org/10.3390/technologies14060324

