Sustainable Hydrochars from Winery Waste for the Efficient Removal of Organophosphorus Pesticides and Synthetic Dye
Abstract
1. Introduction
2. Results and Discussion
2.1. Characterization of Materials
2.2. Adsorption Kinetics
2.3. Adsorption Isotherms
2.4. Thermodynamic Study
2.5. Cost Analysis
3. Materials and Methods
3.1. Chemicals
3.2. Preparation and Modification of GP Hydrochar
3.3. Characterization of Obtained Hydrochars Before and upon Adsorption
3.4. Adsorption Experiments
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| AZM | Azinphos-methyl pesticide |
| BET | Brunauer–Emmett–Teller analysis |
| CHP | Chlorpyrifos pesticide |
| EKM | Elovich kinetic model |
| FTIR | Fourier-Transform Infrared spectroscopy |
| GP | Grape pomace |
| HCK | Potassium hydroxide-activated grape pomace hydrochar |
| HTC | Hydrothermal carbonization |
| IPD | Intraparticle diffusion model |
| PFO | Pseudo-second-order kinetic model |
| PHC | Pyrolized grape pomace hydrochar |
| pHpzc | Point of zero charge |
| PSD | Particle size distribution |
| PSO | Pseudo-first-order kinetic model |
| RB | Rhodamine B dye |
| SEM-EDX | Scanning Electron Microscopy coupled with Energy-Dispersive X-ray Spectroscopy |
References
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| M. | HCK | PHC |
|---|---|---|
| Pollutant | PFO | |
| RB | ||
| qe (mg g−1) | 12.76 | 6.57 |
| k1 (min−1) | 0.048 | 0.052 |
| χ2 | 0.94 | 0.14 |
| Adj. R2 | 0.9650 | 0.9773 |
| BIC | 1.38 | −13.89 |
| CHP | ||
| qe (mg g−1) | 1.51 | 2.29 |
| k1 (min−1) | 0.32 | 0.074 |
| χ2 | 0.049 | 0.069 |
| Adj. R2 | 0.8339 | 0.9215 |
| BIC | 5.84 | −16.57 |
| AZM | ||
| qe (mg g−1) | 1.26 | 1.55 |
| k1 (min−1) | 1.10 | 1.30 |
| χ2 | 0.033 | 0.025 |
| Adj. R2 | 0.3866 | 0.4832 |
| BIC | 9.45 | −13.89 |
| PSO | ||
| RB | ||
| qe (mg g−1) | 15.64 | 7.75 |
| k2 (mg min−1 g−1) | 0.003 | 0.007 |
| χ2 | 1.64 | 0.099 |
| Adj. R2 | 0.9389 | 0.9837 |
| BIC | −16.84 | −14.82 |
| CHP | ||
| qe (mg g−1) | 1.63 | 2.67 |
| k2 (mg min−1 g−1) | 0.250 | 0.031 |
| χ2 | 0.068 | 0.057 |
| Adj. R2 | 0.7723 | 0.9357 |
| BIC | −14.95 | −16.02 |
| AZM | ||
| qe (mg g−1) | 1.34 | 1.62 |
| k2 (mg min−1 g−1) | 0.99 | 1.21 |
| χ2 | 0.015 | 0.011 |
| Adj. R2 | 0.7048 | 0.7637 |
| BIC | −11.69 | −13.99 |
| EKM | ||
| RB | ||
| α (mg g−1 min−1) | 1.008 | 0.745 |
| β (g mg−1) | 0.248 | 0.557 |
| χ2 | 2.58 | 0.14 |
| Adj. R2 | 0.9041 | 0.9773 |
| BIC | −19.39 | −20.93 |
| CHP | ||
| α (mg g−1 min−1) | 2.29 | 0.35 |
| β (g mg−1) | 3.94 | 1.66 |
| χ2 | 0.117 | 0.080 |
| Adj. R2 | 0.6083 | 0.9099 |
| BIC | −23.78 | −25.63 |
| AZM | ||
| α (mg g−1 min−1) | 102.78 | 2063.37 |
| β (g mg−1) | 7.89 | 8.37 |
| χ2 | 0.0045 | 0.006 |
| Adj. R2 | 0.9143 | 0.8769 |
| BIC | −31.21 | −29.54 |
| IPD | ||
| RB | ||
| I part | ||
| C (mg g−1) | −1.29 | −0.0047 |
| kid (mg g−1 min−0.5) | 2.028 | 0.855 |
| R2 | 0.8760 | 0.9920 |
| II part | ||
| C (mg g−1) | 8.42 | 6.53 |
| kid (mg g−1 min−0.5) | 0.482 | 0.0042 |
| R2 | - | - |
| III part | ||
| C (mg g−1) | 12.14 | - |
| kid (mg g−1 min−0.5) | 0.0012 | - |
| R2 | - | - |
| CHP | ||
| I part | ||
| C (mg g−1) | −0.816 | −0.687 |
| kid (mg g−1 min−0.5) | 0.988 | 0.665 |
| R2 | - | 0.8746 |
| II part | ||
| C (mg g−1) | 1.413 | 0.886 |
| kid (mg g−1 min−0.5) | −0.0063 | 0.179 |
| R2 | 0.8268 | 0.7681 |
| III part | ||
| C (mg g−1) | - | 2.293 |
| kid (mg g−1 min−0.5) | - | 0.0091 |
| R2 | - | - |
| AZM | ||
| I part | ||
| C (mg g−1) | 0.741 | 0.941 |
| kid (mg g−1 min−0.5) | 0.118 | 0.178 |
| R2 | 0.9975 | 0.8856 |
| II part | ||
| C (mg g−1) | 1.372 | 1.398 |
| kid (mg g−1 min−0.5) | 0.0016 | 0.0436 |
| R2 | −0.0736 | - |
| III part | ||
| C (mg g−1) | - | 1.606 |
| kid (mg g−1 min−0.5) | - | 0.0056 |
| R2 | - | - |
| Material | HCK | PHC | ||||
|---|---|---|---|---|---|---|
| C. | CHP | AZM | RB | CHP | AZM | RB |
| Freundlich isotherm model | ||||||
| KF ((dm3 mg−1)1/n) | 0.184 ± 0.003 | 0.317 ± 0.004 | 2.06 ± 0.07 | 0.205 ± 0.001 | 0.319 ± 0.001 | 1.59 ± 0.02 |
| n | 1.63 ± 0.03 | 3.17 ± 0.04 | 1.26 ± 0.06 | 1.12 ± 0.01 | 1.71 ± 0.01 | 1.88 ± 0.02 |
| χ2 | 0.015 | 0.004 | 33.222 | 0.003 | 0.004 | 0.816 |
| Adj. R2 | 0.965 | 0.956 | 0.931 | 0.999 | 0.995 | 0.980 |
| BIC | 13.16 | 5.22 | 20.44 | 1.54 | 5.05 | −1.79 |
| Langmuir isotherm model | ||||||
| KL (dm3 mg−1) | 0.057 ± 0.001 | 0.41 ± 0.01 | 0.0112 ± 0.0005 | 0.0062 ± 0.0001 | 0.065 ± 0.001 | 0.0073 ± 0.0001 |
| qmax (mg g−1) | 2.34 ± 0.01 | 0.94 ± 0.02 | 132 ± 6 | 30.1 ± 0.2 | 3.40 ± 0.01 | 55.6 ± 0.3 |
| χ2 | 0.003 | 0.010 | 23.150 | 0.008 | 0.008 | 1.192 |
| Adj. R2 | 0.993 | 0.898 | 0.952 | 0.998 | 0.991 | 0.952 |
| BIC | 11.54 | 5.19 | 18.27 | 5.56 | 6.55 | 0.47 |
| Temkin isotherm model | ||||||
| KT (dm3 mg−1) | 1.9 ± 0.4 | 12.5 ± 0.6 | 0.215 ± 0.003 | 1.7 ± 0.6 | 3.6 ± 0.8 | 0.387 ± 0.006 |
| bT (J g mol−1 mg−1) | 7600 ± 100 | 17,000 ± 1000 | 123 ± 5 | 2900 ± 900 | 6000 ± 1000 | 534 ± 7 |
| χ2 | 0.067 | 0.009 | 15.357 | 0.873 | 0.171 | 1.932 |
| Adj. R2 | 0.843 | 0.906 | 0.968 | 0.733 | 0.795 | 0.953 |
| BIC | 21.34 | 23.99 | 15.81 | 16.46 | 20.85 | 3.37 |
| Dubinin–Radushkevich isotherm model | ||||||
| qDR (mg g−1) | 1.42 ± 0.05 | 0.82 ± 0.09 | 55.9 ± 0.6 | 5.45 ± 0.05 | 2.0 ± 0.3 | 15 ± 3 |
| KDR (mol2 J−2) | (3.52 ± 0.06) × 10−6 | (5.90 ± 0.40) × 10−7 | (3.40 ± 0.04) × 10−5 | (3.51 ± 0.06) × 10−5 | (2.20 ± 0.30) × 10−6 | (1.70 ± 0.60) × 10−5 |
| E (J mol−1) | 380 ± 10 | 920 ± 90 | 120 ± 20 | 120 ± 30 | 500 ± 100 | 200 ± 100 |
| χ2 | 0.022 | 0.019 | 13.923 | 0.142 | 0.099 | 13.129 |
| Adj. R2 | 0.950 | 0.807 | 0.971 | 0.957 | 0.882 | 0.681 |
| BIC | 18.04 | 18.13 | 15.23 | 18.96 | 19.30 | 14.87 |
| Material | HCK | PHC | ||||
|---|---|---|---|---|---|---|
| Contaminant | CHP | AZM | RB | CHP | AZM | RB |
| Freundlich isotherm model | ||||||
| KF ((dm3 mg−1)1/n) | 0.282 ± 0.006 | 0.117 ± 0.007 | 2.4 ± 0.2 | 0.427 ± 0.001 | 0.093 ± 0.002 | 5.25 ± 0.05 |
| n | 1.68 ± 0.05 | 1.62 ± 0.08 | 1.4 ± 0.1 | 1.43 ± 0.01 | 1.09 ± 0.02 | 2.19 ± 0.04 |
| χ2 | 0.050 | 0.010 | 48.679 | 0.022 | 0.011 | 10.671 |
| Adj. R2 | 0.943 | 0.942 | 0.886 | 0.994 | 0.986 | 0.943 |
| BIC | −14.29 | −10.19 | −20.31 | −18.43 | −8.46 | −27.81 |
| Langmuir isotherm model | ||||||
| KL (dm3 mg−1) | 0.0681 ± 0.0002 | 0.0665 ± 0.0002 | 0.0158 ± 0.0008 | 0.0354 ± 0.0003 | 0.0108 ± 0.0002 | 0.0453 ± 0.0004 |
| qmax (mg g−1) | 3.15 ± 0.02 | 1.39 ± 0.02 | 100 ± 1 | 8.91 ± 0.01 | 9.15 ± 0.02 | 48.8 ± 0.5 |
| χ2 | 0.012 | 0.003 | 33.859 | 0.002 | 0.008 | 8.147 |
| Adj. R2 | 0.986 | 0.985 | 0.921 | 0.999 | 0.991 | 0.957 |
| BIC | −21.27 | −16.59 | −28.17 | −30.78 | −16.73 | −23.48 |
| Temkin isotherm model | ||||||
| KT (dm3 mg−1) | 1.9 ± 0.3 | 1.7 ± 0.2 | 0.211 ± 0.001 | 2.1 ± 0.7 | 1.3 ± 0.6 | 0.483 ± 0.004 |
| bT (J g mol−1 mg−1) | 5400 ± 500 | 12,000 ± 2000 | 130 ± 8 | 2700 ± 300 | 6000 ± 1000 | 244 ± 6 |
| χ2 | 0.137 | 0.022 | 5.671 | 0.738 | 0.199 | 8.326 |
| Adj. R2 | 0.845 | 0.870 | 0.987 | 0.802 | 0.752 | 0.956 |
| BIC | −9.26 | −6.28 | −12.83 | −0.85 | −0.13 | −0.01 |
| Dubini–Radushkevich isotherm model | ||||||
| qDR (mg g−1) | 2.02 ± 0.03 | 0.872 ± 0.004 | 50.4 ± 0.3 | 4.0 ± 0.3 | 2.42 ± 0.04 | 34 ± 7 |
| KDR (mol2 J−2) | (2.91 ± 0.04) × 10−6 | (2.83 ± 0.05) × 10−6 | (2.46 ± 0.02) × 10−5 | (2.74 ± 0.09) × 10−6 | (2.51 ± 0.03) × 10−5 | (1.1 ± 0.4) × 10−5 |
| E (J mol−1) | 415 ± 8 | 420 ± 7 | 143 ± 5 | 430 ± 10 | 141 ± 2 | 200 ± 100 |
| χ2 | 0.024 | 0.004 | 12.202 | 0.377 | 0.009 | 42.171 |
| Adj. R2 | 0.973 | 0.976 | 0.971 | 0.899 | 0.989 | 0.775 |
| BIC | −17.92 | −17.32 | −18.52 | −4.22 | −7.92 | −9.11 |
| Material | HCK | PHC | ||||
|---|---|---|---|---|---|---|
| Contaminant | CHP | AZM | RB | CHP | AZM | RB |
| Freundlich isotherm model | ||||||
| KF ((dm3 mg−1)1/n) | 0.407 ± 0.005 | 0.117 ± 0.007 | 8.52 ± 0.05 | 1.75 ± 0.04 | 0.089 ± 0.001 | 4.62 ± 0.03 |
| n | 1.75 ± 0.07 | 1.64 ± 0.08 | 1.59 ± 0.04 | 0.706 ± 0.004 | 1.11 ± 0.05 | 1.51 ± 0.02 |
| χ2 | 0.114 | 0.013 | 1846.16 | 0.161 | 0.012 | 582.86 |
| R2 | 0.927 | 0.921 | 0.944 | 0.963 | 0.983 | 0.968 |
| BIC | −22.45 | −21.05 | −26.48 | −21.75 | −21.51 | −26.47 |
| Langmuir isotherm model | ||||||
| KL (dm3 mg−1) | 0.0792 ± 0.0002 | 0.0702 ± 0.0003 | 0.00321 ± 0.00005 | 0.0794 ± 0.0001 | 0.0116 ± 0.0003 | 0.00222 ± 0.00001 |
| qmax (mg g−1) | 3.98 ± 0.02 | 1.34 ± 0.04 | 750 ± 6 | 6.91 ± 0.01 | 7.46 ± 0.05 | 620 ± 4 |
| χ2 | 0.032 | 0.004 | 1145.56 | 0.031 | 0.008 | 155.77 |
| Adj. R2 | 0.980 | 0.973 | 0.965 | 0.993 | 0.989 | 0.991 |
| BIC | −29.11 | −26.43 | −22.25 | −23.79 | −23.66 | −23.59 |
| Temkin isotherm model | ||||||
| KT (dm3 mg−1) | 2.1 ± 0.4 | 1.7 ± 0.3 | 0.10 ± 0.03 | 3.1 ± 0.7 | 1.3 ± 0.6 | 0.10 ± 0.03 |
| bT (J g mol−1 mg−1) | 4200 ± 300 | 13,000 ± 2000 | 26 ± 4 | 2800 ± 800 | 6000 ± 2000 | 40 ± 10 |
| χ2 | 0.249 | 0.023 | 5476.88 | 0.852 | 0.167 | 4135.97 |
| Adj. R2 | 0.840 | 0.860 | 0.834 | 0.803 | 0.756 | 0.774 |
| BIC | −18.45 | −18.20 | −22.65 | −7.39 | −8.28 | −8.15 |
| Dubini–Radushkevich isotherm model | ||||||
| qDR (mg g−1) | 2.67 ± 0.05 | 0.862 ± 0.005 | 420 ± 20 | 4.41 ± 0.05 | 2.20 ± 0.06 | 356 ± 8 |
| KDR (mol2 J−2) | (2.35 ± 0.05) × 10−6 | (2.84 ± 0.04) × 10−6 | (5.00 ± 0.2) × 10−4 | (1.63 ± 0.05) × 10−6 | (2.33 ± 0.03) × 10−5 | (2.87 ± 0.06) × 10−3 |
| E (J mol−1) | 461 ± 9 | 419 ± 7 | 32 ± 4 | 553 ± 9 | 146 ± 6 | 13.2 ± 0.7 |
| χ2 | 0.027 | 0.003 | 3679.04 | 0.180 | 0.007 | 1341.52 |
| Adj. R2 | 0.982 | 0.983 | 0.888 | 0.959 | 0.989 | 0.927 |
| BIC | −26.94 | −28.87 | −19.07 | −22.93 | −23.92 | −10.91 |
| Pollutants | Materials | qmax (mg g−1) | pH | Contact Time (min) | Ref. |
|---|---|---|---|---|---|
| RB | Rhus coriaria L. plant | 37.93 | 3.0 | 180 | [13] |
| Coconut coir | 13.00 | 7.0 | 60 | [51] | |
| Calophyllum inophyllum seeds biochar | 169.5 | 2.0 | 25 | [7] | |
| MoS2 nanosheet fungus residue biochar | 102.00 | - | 120 | [28] | |
| Atropa belladonna@ZnCl2 | 263.19 | 6.0 | 120 | [20] | |
| Citric acid-modified furfural residue hydrochar | 39.46 | 3.0 | 120 | [21] | |
| Parthenium hysterophorus biochar | 14.90 | 6.0 | 60 | [53] | |
| HCK PHC | 751.0 616.0 | 6.0 | 120 | This study | |
| CHP | Rice husk biochar Date pit biochar Sugarcane bagasse biochar | 0.082 0.323 0.304 | 5.0 3.0 3.0 | 60 120 120 | [50] |
| Sunflower | 1.97 | - | 120 | [52] | |
| Irradiated plum pomace biochar | 0.428 | - | 60 | [54] | |
| KOH-spent coffee grounds biochar | 16.10 | 6.0 | 1440 | [55] | |
| Viscose textile biochar | 12.8 | 6.0 | 120 | [6] | |
| HCK PHC | 3.98 30.10 | 6.0 | 120 | This study | |
| AZM | Horseshoe crab biochar | 8.26 | 6.5 | 500 | [56] |
| Peat moss biochar | 4.54 | 6.5 | - | [10] | |
| Viscose textile biochar | 6.56 | 6.0 | 120 | [6] | |
| HCK PHC | 1.39 9.15 | 6.0 | 120 | This study |
| ΔH0 (kJ mol−1) | ΔS0 (J mol−1K−1) | ΔG0 (kJ mol−1) | R2 | ||||
|---|---|---|---|---|---|---|---|
| T (°C) | 22 | 30 | 35 | ||||
| CHP | HCK | 36.8 ± 0.5 | 156 ± 5 | −9.30 ± 0.08 | −10.5 ± 0.2 | −11.3 ± 0.2 | 0.985 |
| PHC | 6.39 ± 0.04 | 62.8 ± 0.7 | −12.1 ± 0.9 | −12.7 ± 0.9 | −13.0 ± 0.9 | 0.953 | |
| AZM | HCK | −4.97 ± 0.01 | 11.7 ± 0.1 | −8.41 ± 0.01 | −8.51 ± 0.01 | −8.57 ± 0.01 | 0.993 |
| PHC | −12.0 ± 0.2 | −4.41 ± 0.06 | −10.7 ± 0.3 | −10.6 ± 0.3 | −10.6 ± 0.3 | 0.990 | |
| RB | HCK | 42.9 ± 0.5 | 200 ± 8 | −16.2 ± 0.3 | −17.8 ± 0.4 | −18.8 ± 0.4 | 0.00913 |
| PHC | 102 ± 8 | 389 ± 6 | −12.7 ± 0.5 | −15.8 ± 0.6 | −17.7 ± 0.7 | 0.98017 | |
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Petrović, J.; Koprivica, M.; Milenković, M.; Ercegović, M.; Lazarević-Pašti, T.; Terzić, T.; Milanković, V.; Simić, M. Sustainable Hydrochars from Winery Waste for the Efficient Removal of Organophosphorus Pesticides and Synthetic Dye. Int. J. Mol. Sci. 2026, 27, 2984. https://doi.org/10.3390/ijms27072984
Petrović J, Koprivica M, Milenković M, Ercegović M, Lazarević-Pašti T, Terzić T, Milanković V, Simić M. Sustainable Hydrochars from Winery Waste for the Efficient Removal of Organophosphorus Pesticides and Synthetic Dye. International Journal of Molecular Sciences. 2026; 27(7):2984. https://doi.org/10.3390/ijms27072984
Chicago/Turabian StylePetrović, Jelena, Marija Koprivica, Marija Milenković, Marija Ercegović, Tamara Lazarević-Pašti, Tamara Terzić, Vedran Milanković, and Marija Simić. 2026. "Sustainable Hydrochars from Winery Waste for the Efficient Removal of Organophosphorus Pesticides and Synthetic Dye" International Journal of Molecular Sciences 27, no. 7: 2984. https://doi.org/10.3390/ijms27072984
APA StylePetrović, J., Koprivica, M., Milenković, M., Ercegović, M., Lazarević-Pašti, T., Terzić, T., Milanković, V., & Simić, M. (2026). Sustainable Hydrochars from Winery Waste for the Efficient Removal of Organophosphorus Pesticides and Synthetic Dye. International Journal of Molecular Sciences, 27(7), 2984. https://doi.org/10.3390/ijms27072984

