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Sorption of four antibiotics onto pristine biochar derived from macadamia nutshell
[Display omitted] •Bayesian nonlinear regression was proposed for sorption kinetic and isotherm model.•Simulation of posterior probability density of PSO and Langmuir model parameter.•Comparison of sorption coefficients of antibiotics directly via graphical grammar.•Chemometric analysis predicts the...
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Published in: | Bioresource technology 2024-02, Vol.394, p.130281-130281, Article 130281 |
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Main Authors: | , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
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Summary: | [Display omitted]
•Bayesian nonlinear regression was proposed for sorption kinetic and isotherm model.•Simulation of posterior probability density of PSO and Langmuir model parameter.•Comparison of sorption coefficients of antibiotics directly via graphical grammar.•Chemometric analysis predicts the vital functional groups responding to sorption.•Proposed sorption mechanism based on the posterior distribution of Langmuir model.
In this study, the sorption properties of ciprofloxacin, ofloxacin, sulfamethoxazole, and trimethoprim on biochar derived from macadamia nut shells were investigated. The raw biomass was pyrolyzed at 600 °C to create a highly porous material with a surface area of 392 m2 g−1. The produced biochar was found to be a valuable material for both environmental remediation and carbon sequestration due to its high carbon and oxygen content. The sorption properties of four antibiotics on the produced biochar were compared using Bayesian nonlinear regression based on second-order kinetics and the Langmuir model. The Bayesian estimation successfully compared the adsorption coefficients of the antibiotics, which can be directly visualized through graphical grammar using the probability density distribution. The results demonstrated the ability of macadamia nut shell biochar to remove antibiotics from water at neutral pH, and this material has the potential to be used for treating other emerging contaminants. |
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ISSN: | 0960-8524 1873-2976 |
DOI: | 10.1016/j.biortech.2023.130281 |