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...

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Main Authors: Kyoko Ono, Tetsuo Yasutaka, Takehiko I Hayashi, Masashi Kamo, Yuichi Iwasaki, Taizo Nakamori, Yoshikazu Fujii, Takafumi Kamitani
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0218377
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spelling doaj-41ba36d245b24597bb6d5216b7630d662021-03-03T20:37:40ZengPublic Library of Science (PLoS)PLoS ONE1932-62032019-01-01146e021837710.1371/journal.pone.0218377Model construction for estimating potential vulnerability of Japanese soils to cadmium pollution based on intact soil properties.Kyoko OnoTetsuo YasutakaTakehiko I HayashiMasashi KamoYuichi IwasakiTaizo NakamoriYoshikazu FujiiTakafumi KamitaniPrediction 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 ([CdDGT]) 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 [CdDGT], which poses a higher risk for soil ecosystems. The correlation between pH and [CdDGT] had a high dependence on [CdAdd], whereas that for CEC did not. Regression analysis also showed that the interaction between intact soil pH and spiked concentration ([CdAdd]) had a significant contribution to [CdDGT]. 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.https://doi.org/10.1371/journal.pone.0218377
collection DOAJ
language English
format Article
sources DOAJ
author Kyoko Ono
Tetsuo Yasutaka
Takehiko I Hayashi
Masashi Kamo
Yuichi Iwasaki
Taizo Nakamori
Yoshikazu Fujii
Takafumi Kamitani
spellingShingle Kyoko Ono
Tetsuo Yasutaka
Takehiko I Hayashi
Masashi Kamo
Yuichi Iwasaki
Taizo Nakamori
Yoshikazu Fujii
Takafumi Kamitani
Model construction for estimating potential vulnerability of Japanese soils to cadmium pollution based on intact soil properties.
PLoS ONE
author_facet Kyoko Ono
Tetsuo Yasutaka
Takehiko I Hayashi
Masashi Kamo
Yuichi Iwasaki
Taizo Nakamori
Yoshikazu Fujii
Takafumi Kamitani
author_sort Kyoko Ono
title 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_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_sort model construction for estimating potential vulnerability of japanese soils to cadmium pollution based on intact soil properties.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2019-01-01
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 ([CdDGT]) 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 [CdDGT], which poses a higher risk for soil ecosystems. The correlation between pH and [CdDGT] had a high dependence on [CdAdd], whereas that for CEC did not. Regression analysis also showed that the interaction between intact soil pH and spiked concentration ([CdAdd]) had a significant contribution to [CdDGT]. 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.
url https://doi.org/10.1371/journal.pone.0218377
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