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Can we use a simple modelling tool to validate stormwater biofilters for herbicides treatment?

Authorized Users Only
2018
Authors
Zhang, Kefeng
Ranđelović, Anja
Deletić, Ana
Page, Declan
McCarthy, David
Article (Published version)
Metadata
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Abstract
This study proposes a new stormwater biofilter validation approach, using a process-based model of micropollutant removal in stormwater biofilters. The model performance was assessed against in-situ challenge tests conducted on a field biofilter under challenging operational conditions for removing four herbicides (atrazine, simazine, prometryn and glyphosate). Two-site adsorption kinetics were used on the laboratory results to estimate parameters; the estimated Koc (soil organic carbon-water partitioning coefficient) corresponded well with literature values, while fe (instantaneous adsorption fraction) and αk (kinetic adsorption rate) differed from the literature. The agreement between modelled outflow concentrations and in-situ challenge tests was good for prometryn (Nash-Sutcliffe coefficient, E = 0.60) and moderate for glyphosate (E = 0.45), with up to 20% over-prediction of peak outflow concentrations. Poor performance were found for atrazine and simazine (E = 0.30). The predictio...n uncertainties were bigger after long dry periods, which was attributed to complex processes (biodegradation and evaporation) not captured in either the laboratory column experiments or the model.

Keywords:
predictive uncertainties / stormwater biofilter treatment model (MPiRe) / Treatment validation
Source:
Urban Water Journal, 2018
Publisher:
  • Taylor and Francis Ltd.

DOI: 10.1080/1573062X.2018.1508593

ISSN: 1573-062X

WoS: 000495638700003

Scopus: 2-s2.0-85052138213
[ Google Scholar ]
3
2
URI
https://grafar.grf.bg.ac.rs/handle/123456789/921
Collections
  • Radovi istraživača / Researcher's publications
  • Катедра за хидротехнику и водно-еколошко инжењерство
Institution/Community
GraFar
TY  - JOUR
AU  - Zhang, Kefeng
AU  - Ranđelović, Anja
AU  - Deletić, Ana
AU  - Page, Declan
AU  - McCarthy, David
PY  - 2018
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/921
AB  - This study proposes a new stormwater biofilter validation approach, using a process-based model of micropollutant removal in stormwater biofilters. The model performance was assessed against in-situ challenge tests conducted on a field biofilter under challenging operational conditions for removing four herbicides (atrazine, simazine, prometryn and glyphosate). Two-site adsorption kinetics were used on the laboratory results to estimate parameters; the estimated Koc (soil organic carbon-water partitioning coefficient) corresponded well with literature values, while fe (instantaneous adsorption fraction) and αk (kinetic adsorption rate) differed from the literature. The agreement between modelled outflow concentrations and in-situ challenge tests was good for prometryn (Nash-Sutcliffe coefficient, E = 0.60) and moderate for glyphosate (E = 0.45), with up to 20% over-prediction of peak outflow concentrations. Poor performance were found for atrazine and simazine (E = 0.30). The prediction uncertainties were bigger after long dry periods, which was attributed to complex processes (biodegradation and evaporation) not captured in either the laboratory column experiments or the model.
PB  - Taylor and Francis Ltd.
T2  - Urban Water Journal
T1  - Can we use a simple modelling tool to validate stormwater biofilters for herbicides treatment?
DO  - 10.1080/1573062X.2018.1508593
ER  - 
@article{
author = "Zhang, Kefeng and Ranđelović, Anja and Deletić, Ana and Page, Declan and McCarthy, David",
year = "2018",
abstract = "This study proposes a new stormwater biofilter validation approach, using a process-based model of micropollutant removal in stormwater biofilters. The model performance was assessed against in-situ challenge tests conducted on a field biofilter under challenging operational conditions for removing four herbicides (atrazine, simazine, prometryn and glyphosate). Two-site adsorption kinetics were used on the laboratory results to estimate parameters; the estimated Koc (soil organic carbon-water partitioning coefficient) corresponded well with literature values, while fe (instantaneous adsorption fraction) and αk (kinetic adsorption rate) differed from the literature. The agreement between modelled outflow concentrations and in-situ challenge tests was good for prometryn (Nash-Sutcliffe coefficient, E = 0.60) and moderate for glyphosate (E = 0.45), with up to 20% over-prediction of peak outflow concentrations. Poor performance were found for atrazine and simazine (E = 0.30). The prediction uncertainties were bigger after long dry periods, which was attributed to complex processes (biodegradation and evaporation) not captured in either the laboratory column experiments or the model.",
publisher = "Taylor and Francis Ltd.",
journal = "Urban Water Journal",
title = "Can we use a simple modelling tool to validate stormwater biofilters for herbicides treatment?",
doi = "10.1080/1573062X.2018.1508593"
}
Zhang, K., Ranđelović, A., Deletić, A., Page, D.,& McCarthy, D.. (2018). Can we use a simple modelling tool to validate stormwater biofilters for herbicides treatment?. in Urban Water Journal
Taylor and Francis Ltd...
https://doi.org/10.1080/1573062X.2018.1508593
Zhang K, Ranđelović A, Deletić A, Page D, McCarthy D. Can we use a simple modelling tool to validate stormwater biofilters for herbicides treatment?. in Urban Water Journal. 2018;.
doi:10.1080/1573062X.2018.1508593 .
Zhang, Kefeng, Ranđelović, Anja, Deletić, Ana, Page, Declan, McCarthy, David, "Can we use a simple modelling tool to validate stormwater biofilters for herbicides treatment?" in Urban Water Journal (2018),
https://doi.org/10.1080/1573062X.2018.1508593 . .

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