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Multivariate Optimization of Pb(2+) Adsorption onto Ethiopian Low-Cost Odaracha Soil Using Response Surface Methodology

Lead pollution is a severe health concern for humankind. Utilizing water contaminated with lead can cause musculoskeletal, renal, neurological, and fertility impairments. Therefore, to remove lead ions, proficient, and cost-effective methods are imperative. In this study, the Odaracha soil which is...

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Autores principales: Birhanu, Yohanis, Leta, Seyoum
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8588123/
https://www.ncbi.nlm.nih.gov/pubmed/34770886
http://dx.doi.org/10.3390/molecules26216477
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author Birhanu, Yohanis
Leta, Seyoum
author_facet Birhanu, Yohanis
Leta, Seyoum
author_sort Birhanu, Yohanis
collection PubMed
description Lead pollution is a severe health concern for humankind. Utilizing water contaminated with lead can cause musculoskeletal, renal, neurological, and fertility impairments. Therefore, to remove lead ions, proficient, and cost-effective methods are imperative. In this study, the Odaracha soil which is traditionally used by the local community of the Saketa District was used as a novel low-cost technology to adsorb lead ions. Odaracha adsorbent was characterized by scanning electron microscopy and Fourier transform infrared spectroscopy. The adsorption process followed the batch adsorption experiment. The response surface method was implemented to derive the operating variables’ binary interaction effect and optimize the process. According to the study’s experimental result, at optimum experimental conditions Odaracha adsorbent removes 98.17% of lead ions. Based on the result of the central composite design model, the Pb(2+) ion removal efficiency of Odaracha was 97.193%, indicating an insignificant dissimilarity of the actual and predicted results. The coefficient of determination (R(2)) for Pb(2+) was 0.9454. According to the factors’ influence indicated in the results of the central composite design model, all individual factors and the interaction effect between contact time and pH has a significant positive effect on lead adsorption. However, other interaction effects (contact time with dose and pH with dose) did not significantly influence the removal efficiency of lead ions. The adsorption kinetics were perfectly fitted with a pseudo-second-order model, and the adsorption isotherm was well fitted with the Freundlich isotherm model. In general, this study suggested that Odaracha adsorbent can be considered a potential adsorbent to remove Pb(2+) ions and it is conceivable to raise its effectiveness by extracting its constituents at the industrial level.
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spelling pubmed-85881232021-11-13 Multivariate Optimization of Pb(2+) Adsorption onto Ethiopian Low-Cost Odaracha Soil Using Response Surface Methodology Birhanu, Yohanis Leta, Seyoum Molecules Article Lead pollution is a severe health concern for humankind. Utilizing water contaminated with lead can cause musculoskeletal, renal, neurological, and fertility impairments. Therefore, to remove lead ions, proficient, and cost-effective methods are imperative. In this study, the Odaracha soil which is traditionally used by the local community of the Saketa District was used as a novel low-cost technology to adsorb lead ions. Odaracha adsorbent was characterized by scanning electron microscopy and Fourier transform infrared spectroscopy. The adsorption process followed the batch adsorption experiment. The response surface method was implemented to derive the operating variables’ binary interaction effect and optimize the process. According to the study’s experimental result, at optimum experimental conditions Odaracha adsorbent removes 98.17% of lead ions. Based on the result of the central composite design model, the Pb(2+) ion removal efficiency of Odaracha was 97.193%, indicating an insignificant dissimilarity of the actual and predicted results. The coefficient of determination (R(2)) for Pb(2+) was 0.9454. According to the factors’ influence indicated in the results of the central composite design model, all individual factors and the interaction effect between contact time and pH has a significant positive effect on lead adsorption. However, other interaction effects (contact time with dose and pH with dose) did not significantly influence the removal efficiency of lead ions. The adsorption kinetics were perfectly fitted with a pseudo-second-order model, and the adsorption isotherm was well fitted with the Freundlich isotherm model. In general, this study suggested that Odaracha adsorbent can be considered a potential adsorbent to remove Pb(2+) ions and it is conceivable to raise its effectiveness by extracting its constituents at the industrial level. MDPI 2021-10-27 /pmc/articles/PMC8588123/ /pubmed/34770886 http://dx.doi.org/10.3390/molecules26216477 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Birhanu, Yohanis
Leta, Seyoum
Multivariate Optimization of Pb(2+) Adsorption onto Ethiopian Low-Cost Odaracha Soil Using Response Surface Methodology
title Multivariate Optimization of Pb(2+) Adsorption onto Ethiopian Low-Cost Odaracha Soil Using Response Surface Methodology
title_full Multivariate Optimization of Pb(2+) Adsorption onto Ethiopian Low-Cost Odaracha Soil Using Response Surface Methodology
title_fullStr Multivariate Optimization of Pb(2+) Adsorption onto Ethiopian Low-Cost Odaracha Soil Using Response Surface Methodology
title_full_unstemmed Multivariate Optimization of Pb(2+) Adsorption onto Ethiopian Low-Cost Odaracha Soil Using Response Surface Methodology
title_short Multivariate Optimization of Pb(2+) Adsorption onto Ethiopian Low-Cost Odaracha Soil Using Response Surface Methodology
title_sort multivariate optimization of pb(2+) adsorption onto ethiopian low-cost odaracha soil using response surface methodology
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8588123/
https://www.ncbi.nlm.nih.gov/pubmed/34770886
http://dx.doi.org/10.3390/molecules26216477
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