Adsorption kinetics of 20 glucocorticoids at environmentally relevant concentrations in wastewater by powdered activated carbons and development of surrogate models

Glucocorticoids (GCs) are widely used in the treatment of the coronavirus disease of 2019 (COVID-19), and the toxicity of GCs to aquatic organisms has aroused widespread concern. Powdered activated carbon (PAC) has proven effective in removing various trace organic pollutants. In this study, the ads...

Full description

Saved in:
Bibliographic Details
Main Authors: Zhang, Ai, Luo, Yuxin, Jia, Ai, Park, Minkyu, Daniels, Kevin D., Nie, Xuhao, Wu, Shimin, Snyder, Shane Allen
Other Authors: Nanyang Environment and Water Research Institute
Format: Article
Language:English
Published: 2023
Subjects:
Online Access:https://hdl.handle.net/10356/170442
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-170442
record_format dspace
spelling sg-ntu-dr.10356-1704422023-09-12T05:25:24Z Adsorption kinetics of 20 glucocorticoids at environmentally relevant concentrations in wastewater by powdered activated carbons and development of surrogate models Zhang, Ai Luo, Yuxin Jia, Ai Park, Minkyu Daniels, Kevin D. Nie, Xuhao Wu, Shimin Snyder, Shane Allen Nanyang Environment and Water Research Institute Engineering::Environmental engineering Glucocorticoids Adsorption Kinetics Glucocorticoids (GCs) are widely used in the treatment of the coronavirus disease of 2019 (COVID-19), and the toxicity of GCs to aquatic organisms has aroused widespread concern. Powdered activated carbon (PAC) has proven effective in removing various trace organic pollutants. In this study, the adsorption behaviors of 20 typical GCs onto PACs were investigated at environmentally relevant concentrations (ng/L) in real wastewater, using four commercially available PACs (HDB, WPH, 20BF, PWA). The results showed that PAC adsorption was feasible for GC removal at ng/L concentrations. After adsorption for 60 min, the GC removal efficiencies obtained by HDB, WPH, 20BF, and PWA were 90-98 %, 89-97 %, 84-96 %, and 71-90 %, respectively. The adsorption processes of 20 GCs on PACs were well fitted by the pseudo-second-order kinetics model (with R 2 >0.98). Among the four PACs, HDB achieved the highest rates because of the electrostatic attraction between HDB (positively charged) and the complex of GCs and natural organic matter (GC-NOM, negatively charged). Among the 20 GCs, compounds with substitutions of halogen atoms or five-membered rings at C-17 achieved higher adsorption rates because of the enhanced formation of hydrogen bonds and a resulting increase in electron density. In addition, surrogate models with total fluorescence (TF) and ultraviolet absorbance at 254 nm (UV254) were developed to monitor the attenuation trend of GCs during adsorption processes. Compared with the UV254 model, the TF model showed better sensitivity to GC monitoring, which could greatly simplify the water quality monitoring process and facilitate online monitoring of GCs in water. This work was supported by Shanghai Chen-Guang Program [19CG38], Natural Science Foundation of Shanghai [22ZR1402800], National Key Research and Development Program of China [2019YFD1100502], and National Natural Science Foundation of China [52270062]. 2023-09-12T05:25:24Z 2023-09-12T05:25:24Z 2022 Journal Article Zhang, A., Luo, Y., Jia, A., Park, M., Daniels, K. D., Nie, X., Wu, S. & Snyder, S. A. (2022). Adsorption kinetics of 20 glucocorticoids at environmentally relevant concentrations in wastewater by powdered activated carbons and development of surrogate models. Journal of Water Process Engineering, 50, 103279-. https://dx.doi.org/10.1016/j.jwpe.2022.103279 2214-7144 https://hdl.handle.net/10356/170442 10.1016/j.jwpe.2022.103279 36349294 2-s2.0-85141331334 50 103279 en Journal of Water Process Engineering © 2022 Elsevier Ltd. All rights reserved.
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Environmental engineering
Glucocorticoids
Adsorption Kinetics
spellingShingle Engineering::Environmental engineering
Glucocorticoids
Adsorption Kinetics
Zhang, Ai
Luo, Yuxin
Jia, Ai
Park, Minkyu
Daniels, Kevin D.
Nie, Xuhao
Wu, Shimin
Snyder, Shane Allen
Adsorption kinetics of 20 glucocorticoids at environmentally relevant concentrations in wastewater by powdered activated carbons and development of surrogate models
description Glucocorticoids (GCs) are widely used in the treatment of the coronavirus disease of 2019 (COVID-19), and the toxicity of GCs to aquatic organisms has aroused widespread concern. Powdered activated carbon (PAC) has proven effective in removing various trace organic pollutants. In this study, the adsorption behaviors of 20 typical GCs onto PACs were investigated at environmentally relevant concentrations (ng/L) in real wastewater, using four commercially available PACs (HDB, WPH, 20BF, PWA). The results showed that PAC adsorption was feasible for GC removal at ng/L concentrations. After adsorption for 60 min, the GC removal efficiencies obtained by HDB, WPH, 20BF, and PWA were 90-98 %, 89-97 %, 84-96 %, and 71-90 %, respectively. The adsorption processes of 20 GCs on PACs were well fitted by the pseudo-second-order kinetics model (with R 2 >0.98). Among the four PACs, HDB achieved the highest rates because of the electrostatic attraction between HDB (positively charged) and the complex of GCs and natural organic matter (GC-NOM, negatively charged). Among the 20 GCs, compounds with substitutions of halogen atoms or five-membered rings at C-17 achieved higher adsorption rates because of the enhanced formation of hydrogen bonds and a resulting increase in electron density. In addition, surrogate models with total fluorescence (TF) and ultraviolet absorbance at 254 nm (UV254) were developed to monitor the attenuation trend of GCs during adsorption processes. Compared with the UV254 model, the TF model showed better sensitivity to GC monitoring, which could greatly simplify the water quality monitoring process and facilitate online monitoring of GCs in water.
author2 Nanyang Environment and Water Research Institute
author_facet Nanyang Environment and Water Research Institute
Zhang, Ai
Luo, Yuxin
Jia, Ai
Park, Minkyu
Daniels, Kevin D.
Nie, Xuhao
Wu, Shimin
Snyder, Shane Allen
format Article
author Zhang, Ai
Luo, Yuxin
Jia, Ai
Park, Minkyu
Daniels, Kevin D.
Nie, Xuhao
Wu, Shimin
Snyder, Shane Allen
author_sort Zhang, Ai
title Adsorption kinetics of 20 glucocorticoids at environmentally relevant concentrations in wastewater by powdered activated carbons and development of surrogate models
title_short Adsorption kinetics of 20 glucocorticoids at environmentally relevant concentrations in wastewater by powdered activated carbons and development of surrogate models
title_full Adsorption kinetics of 20 glucocorticoids at environmentally relevant concentrations in wastewater by powdered activated carbons and development of surrogate models
title_fullStr Adsorption kinetics of 20 glucocorticoids at environmentally relevant concentrations in wastewater by powdered activated carbons and development of surrogate models
title_full_unstemmed Adsorption kinetics of 20 glucocorticoids at environmentally relevant concentrations in wastewater by powdered activated carbons and development of surrogate models
title_sort adsorption kinetics of 20 glucocorticoids at environmentally relevant concentrations in wastewater by powdered activated carbons and development of surrogate models
publishDate 2023
url https://hdl.handle.net/10356/170442
_version_ 1779156360925020160