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On the Use of Mechanistic Soil–Plant Uptake Models: A Comprehensive Experimental and Numerical Analysis on the Translocation of Carbamazepine in Green Pea Plants
[Image: see text] Food contamination is a major worldwide risk for human health. Dynamic plant uptake of pollutants from contaminated environments is the preferred pathway into the human and animal food chain. Mechanistic models represent a fundamental tool for risk assessment and the development of...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American
Chemical Society
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8023655/ https://www.ncbi.nlm.nih.gov/pubmed/33587851 http://dx.doi.org/10.1021/acs.est.0c07420 |
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author | Brunetti, Giuseppe Kodešová, Radka Švecová, Helena Fér, Miroslav Nikodem, Antonín Klement, Aleš Grabic, Roman Šimůnek, Jiří |
author_facet | Brunetti, Giuseppe Kodešová, Radka Švecová, Helena Fér, Miroslav Nikodem, Antonín Klement, Aleš Grabic, Roman Šimůnek, Jiří |
author_sort | Brunetti, Giuseppe |
collection | PubMed |
description | [Image: see text] Food contamination is a major worldwide risk for human health. Dynamic plant uptake of pollutants from contaminated environments is the preferred pathway into the human and animal food chain. Mechanistic models represent a fundamental tool for risk assessment and the development of mitigation strategies. However, difficulty in obtaining comprehensive observations in the soil–plant continuum hinders their calibration, undermining their generalizability and raising doubts about their widespread applicability. To address these issues, a Bayesian probabilistic framework is used, for the first time, to calibrate and assess the predictive uncertainty of a mechanistic soil–plant model against comprehensive observations from an experiment on the translocation of carbamazepine in green pea plants. Results demonstrate that the model can reproduce the dynamics of water flow and solute reactive transport in the soil–plant domain accurately and with limited uncertainty. The role of different physicochemical processes in bioaccumulation of carbamazepine in fruits is investigated through Global Sensitivity Analysis, which shows how soil hydraulic properties and soil solute sorption regulate transpiration streams and bioavailability of carbamazepine. Overall, the analysis demonstrates the usefulness of mechanistic models and proposes a comprehensive numerical framework for their assessment and use. |
format | Online Article Text |
id | pubmed-8023655 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | American
Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-80236552021-04-07 On the Use of Mechanistic Soil–Plant Uptake Models: A Comprehensive Experimental and Numerical Analysis on the Translocation of Carbamazepine in Green Pea Plants Brunetti, Giuseppe Kodešová, Radka Švecová, Helena Fér, Miroslav Nikodem, Antonín Klement, Aleš Grabic, Roman Šimůnek, Jiří Environ Sci Technol [Image: see text] Food contamination is a major worldwide risk for human health. Dynamic plant uptake of pollutants from contaminated environments is the preferred pathway into the human and animal food chain. Mechanistic models represent a fundamental tool for risk assessment and the development of mitigation strategies. However, difficulty in obtaining comprehensive observations in the soil–plant continuum hinders their calibration, undermining their generalizability and raising doubts about their widespread applicability. To address these issues, a Bayesian probabilistic framework is used, for the first time, to calibrate and assess the predictive uncertainty of a mechanistic soil–plant model against comprehensive observations from an experiment on the translocation of carbamazepine in green pea plants. Results demonstrate that the model can reproduce the dynamics of water flow and solute reactive transport in the soil–plant domain accurately and with limited uncertainty. The role of different physicochemical processes in bioaccumulation of carbamazepine in fruits is investigated through Global Sensitivity Analysis, which shows how soil hydraulic properties and soil solute sorption regulate transpiration streams and bioavailability of carbamazepine. Overall, the analysis demonstrates the usefulness of mechanistic models and proposes a comprehensive numerical framework for their assessment and use. American Chemical Society 2021-02-15 2021-03-02 /pmc/articles/PMC8023655/ /pubmed/33587851 http://dx.doi.org/10.1021/acs.est.0c07420 Text en © 2021 The Authors. Published by American Chemical Society Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Brunetti, Giuseppe Kodešová, Radka Švecová, Helena Fér, Miroslav Nikodem, Antonín Klement, Aleš Grabic, Roman Šimůnek, Jiří On the Use of Mechanistic Soil–Plant Uptake Models: A Comprehensive Experimental and Numerical Analysis on the Translocation of Carbamazepine in Green Pea Plants |
title | On
the Use of Mechanistic Soil–Plant Uptake
Models: A Comprehensive Experimental and Numerical Analysis on the
Translocation of Carbamazepine in Green Pea Plants |
title_full | On
the Use of Mechanistic Soil–Plant Uptake
Models: A Comprehensive Experimental and Numerical Analysis on the
Translocation of Carbamazepine in Green Pea Plants |
title_fullStr | On
the Use of Mechanistic Soil–Plant Uptake
Models: A Comprehensive Experimental and Numerical Analysis on the
Translocation of Carbamazepine in Green Pea Plants |
title_full_unstemmed | On
the Use of Mechanistic Soil–Plant Uptake
Models: A Comprehensive Experimental and Numerical Analysis on the
Translocation of Carbamazepine in Green Pea Plants |
title_short | On
the Use of Mechanistic Soil–Plant Uptake
Models: A Comprehensive Experimental and Numerical Analysis on the
Translocation of Carbamazepine in Green Pea Plants |
title_sort | on
the use of mechanistic soil–plant uptake
models: a comprehensive experimental and numerical analysis on the
translocation of carbamazepine in green pea plants |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8023655/ https://www.ncbi.nlm.nih.gov/pubmed/33587851 http://dx.doi.org/10.1021/acs.est.0c07420 |
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