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Model construction for estimating potential vulnerability of Japanese soils to cadmium pollution based on intact soil properties
Prediction of heavy metal bioavailability in intact soil is important to manage soil pollution risks. We developed a regression model for representative Japanese soils to judge their potential vulnerability to cadmium (Cd) pollution. We added four rates of Cd to 17 sample soils to mimic artificial c...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6570033/ https://www.ncbi.nlm.nih.gov/pubmed/31199845 http://dx.doi.org/10.1371/journal.pone.0218377 |
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author | Ono, Kyoko Yasutaka, Tetsuo Hayashi, Takehiko I. Kamo, Masashi Iwasaki, Yuichi Nakamori, Taizo Fujii, Yoshikazu Kamitani, Takafumi |
author_facet | Ono, Kyoko Yasutaka, Tetsuo Hayashi, Takehiko I. Kamo, Masashi Iwasaki, Yuichi Nakamori, Taizo Fujii, Yoshikazu Kamitani, Takafumi |
author_sort | Ono, Kyoko |
collection | PubMed |
description | Prediction of heavy metal bioavailability in intact soil is important to manage soil pollution risks. We developed a regression model for representative Japanese soils to judge their potential vulnerability to cadmium (Cd) pollution. We added four rates of Cd to 17 sample soils to mimic artificial contamination. After aging the contaminated soils, we measured Cd’s bioavailability using the diffusive gradients in thin-films (DGT) technique. We then evaluated the relationships between bioavailability of Cd ([Cd(DGT)]) and intact soil properties by statistical analyses. Cation exchange capacity (CEC) and pH emerged as significant factors to explain the cadmium bioavailability in Japanese soils. Specifically, lower CEC and lower pH were associated with higher [Cd(DGT)], which poses a higher risk for soil ecosystems. The correlation between pH and [Cd(DGT)] had a high dependence on [Cd(Add)], whereas that for CEC did not. Regression analysis also showed that the interaction between intact soil pH and spiked concentration ([Cd(Add)]) had a significant contribution to [Cd(DGT)]. The regression model developed was rationally supported by a biotic ligand model. This simplified but realistic model would be useful in estimating the vulnerability of representative Japanese soils and determining the risk for Japanese soils in relation to Cd contamination. |
format | Online Article Text |
id | pubmed-6570033 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-65700332019-06-20 Model construction for estimating potential vulnerability of Japanese soils to cadmium pollution based on intact soil properties Ono, Kyoko Yasutaka, Tetsuo Hayashi, Takehiko I. Kamo, Masashi Iwasaki, Yuichi Nakamori, Taizo Fujii, Yoshikazu Kamitani, Takafumi PLoS One Research Article Prediction of heavy metal bioavailability in intact soil is important to manage soil pollution risks. We developed a regression model for representative Japanese soils to judge their potential vulnerability to cadmium (Cd) pollution. We added four rates of Cd to 17 sample soils to mimic artificial contamination. After aging the contaminated soils, we measured Cd’s bioavailability using the diffusive gradients in thin-films (DGT) technique. We then evaluated the relationships between bioavailability of Cd ([Cd(DGT)]) and intact soil properties by statistical analyses. Cation exchange capacity (CEC) and pH emerged as significant factors to explain the cadmium bioavailability in Japanese soils. Specifically, lower CEC and lower pH were associated with higher [Cd(DGT)], which poses a higher risk for soil ecosystems. The correlation between pH and [Cd(DGT)] had a high dependence on [Cd(Add)], whereas that for CEC did not. Regression analysis also showed that the interaction between intact soil pH and spiked concentration ([Cd(Add)]) had a significant contribution to [Cd(DGT)]. The regression model developed was rationally supported by a biotic ligand model. This simplified but realistic model would be useful in estimating the vulnerability of representative Japanese soils and determining the risk for Japanese soils in relation to Cd contamination. Public Library of Science 2019-06-14 /pmc/articles/PMC6570033/ /pubmed/31199845 http://dx.doi.org/10.1371/journal.pone.0218377 Text en © 2019 Ono et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Ono, Kyoko Yasutaka, Tetsuo Hayashi, Takehiko I. Kamo, Masashi Iwasaki, Yuichi Nakamori, Taizo Fujii, Yoshikazu Kamitani, Takafumi Model construction for estimating potential vulnerability of Japanese soils to cadmium pollution based on intact soil properties |
title | Model construction for estimating potential vulnerability of Japanese soils to cadmium pollution based on intact soil properties |
title_full | Model construction for estimating potential vulnerability of Japanese soils to cadmium pollution based on intact soil properties |
title_fullStr | Model construction for estimating potential vulnerability of Japanese soils to cadmium pollution based on intact soil properties |
title_full_unstemmed | Model construction for estimating potential vulnerability of Japanese soils to cadmium pollution based on intact soil properties |
title_short | Model construction for estimating potential vulnerability of Japanese soils to cadmium pollution based on intact soil properties |
title_sort | model construction for estimating potential vulnerability of japanese soils to cadmium pollution based on intact soil properties |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6570033/ https://www.ncbi.nlm.nih.gov/pubmed/31199845 http://dx.doi.org/10.1371/journal.pone.0218377 |
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