Prediction of Cadmium Transfer From Soil to Potato in Karst Soils, China

Contamination of food with the heavy metal Cd is a significant global concern. In this study, a field survey was performed to investigate the characteristics of Cd transfer from soil to potato tubers (n = 105). The results showed that the bioaccumulation factor of the potato tuber ranged from about...

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Main Authors: Ke Liu, Hongyan Liu, Xianyong Zhou, Zhu Chen, Xulian Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Environmental Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fenvs.2021.684887/full
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spelling doaj-03901f7fe79347c998dde83f4ea433f42021-06-15T06:52:54ZengFrontiers Media S.A.Frontiers in Environmental Science2296-665X2021-06-01910.3389/fenvs.2021.684887684887Prediction of Cadmium Transfer From Soil to Potato in Karst Soils, ChinaKe LiuHongyan LiuXianyong ZhouZhu ChenXulian WangContamination of food with the heavy metal Cd is a significant global concern. In this study, a field survey was performed to investigate the characteristics of Cd transfer from soil to potato tubers (n = 105). The results showed that the bioaccumulation factor of the potato tuber ranged from about 0.1 to 1. The soil threshold of Cd derived from the cumulative probability distribution was 0.15 mg kg−1 in order to protect 95% of potatoes. Additionally, prediction models for Cd transfer were constructed based on soil properties and the concentration of CaCl2-extractable soil Cd. The results of the analysis showed that pH was the critical factor affecting Cd uptake by potatoes. Additionally, the R2 of different empirical models increased from 0.354 to 0.715 as the number of soil parameters was increased, and the predicted soil Cd concentration approached the measured values at values of about 0–15 mg kg−1. The results of this study suggest that the probability distribution method was stricter than the empirical prediction models for estimating the ecological risk of Cd contamination of potatoes in karst soils.https://www.frontiersin.org/articles/10.3389/fenvs.2021.684887/fullcadmiumpotatosoil thresholdprediction modelprobability statistics
collection DOAJ
language English
format Article
sources DOAJ
author Ke Liu
Hongyan Liu
Xianyong Zhou
Zhu Chen
Xulian Wang
spellingShingle Ke Liu
Hongyan Liu
Xianyong Zhou
Zhu Chen
Xulian Wang
Prediction of Cadmium Transfer From Soil to Potato in Karst Soils, China
Frontiers in Environmental Science
cadmium
potato
soil threshold
prediction model
probability statistics
author_facet Ke Liu
Hongyan Liu
Xianyong Zhou
Zhu Chen
Xulian Wang
author_sort Ke Liu
title Prediction of Cadmium Transfer From Soil to Potato in Karst Soils, China
title_short Prediction of Cadmium Transfer From Soil to Potato in Karst Soils, China
title_full Prediction of Cadmium Transfer From Soil to Potato in Karst Soils, China
title_fullStr Prediction of Cadmium Transfer From Soil to Potato in Karst Soils, China
title_full_unstemmed Prediction of Cadmium Transfer From Soil to Potato in Karst Soils, China
title_sort prediction of cadmium transfer from soil to potato in karst soils, china
publisher Frontiers Media S.A.
series Frontiers in Environmental Science
issn 2296-665X
publishDate 2021-06-01
description Contamination of food with the heavy metal Cd is a significant global concern. In this study, a field survey was performed to investigate the characteristics of Cd transfer from soil to potato tubers (n = 105). The results showed that the bioaccumulation factor of the potato tuber ranged from about 0.1 to 1. The soil threshold of Cd derived from the cumulative probability distribution was 0.15 mg kg−1 in order to protect 95% of potatoes. Additionally, prediction models for Cd transfer were constructed based on soil properties and the concentration of CaCl2-extractable soil Cd. The results of the analysis showed that pH was the critical factor affecting Cd uptake by potatoes. Additionally, the R2 of different empirical models increased from 0.354 to 0.715 as the number of soil parameters was increased, and the predicted soil Cd concentration approached the measured values at values of about 0–15 mg kg−1. The results of this study suggest that the probability distribution method was stricter than the empirical prediction models for estimating the ecological risk of Cd contamination of potatoes in karst soils.
topic cadmium
potato
soil threshold
prediction model
probability statistics
url https://www.frontiersin.org/articles/10.3389/fenvs.2021.684887/full
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AT xianyongzhou predictionofcadmiumtransferfromsoiltopotatoinkarstsoilschina
AT zhuchen predictionofcadmiumtransferfromsoiltopotatoinkarstsoilschina
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