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Predicted Mercury Soil Concentrations from a Kriging Approach for Improved Human Health Risk Assessment

Health-risks from contaminated soils are assessed all over the world. An aspect that many risk assessments share is the heterogeneity in the distribution of contaminants. In a preceding study, we assessed potential health-risks for mothers and children living on mercury-contaminated soils in Switzer...

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Autores principales: Imo, David, Dressel, Holger, Byber, Katarzyna, Hitzke, Christine, Bopp, Matthias, Maggi, Marion, Bose-O’Reilly, Stephan, Held, Leonhard, Muff, Stefanie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6068646/
https://www.ncbi.nlm.nih.gov/pubmed/29941794
http://dx.doi.org/10.3390/ijerph15071326
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author Imo, David
Dressel, Holger
Byber, Katarzyna
Hitzke, Christine
Bopp, Matthias
Maggi, Marion
Bose-O’Reilly, Stephan
Held, Leonhard
Muff, Stefanie
author_facet Imo, David
Dressel, Holger
Byber, Katarzyna
Hitzke, Christine
Bopp, Matthias
Maggi, Marion
Bose-O’Reilly, Stephan
Held, Leonhard
Muff, Stefanie
author_sort Imo, David
collection PubMed
description Health-risks from contaminated soils are assessed all over the world. An aspect that many risk assessments share is the heterogeneity in the distribution of contaminants. In a preceding study, we assessed potential health-risks for mothers and children living on mercury-contaminated soils in Switzerland using human biomonitoring-values (HBM) and soil samples. We assessed 64 mothers and 107 children who had resided in a defined area for at least 3 months. HBM-concentrations for mercury in urine and hair were measured, a detailed questionnaire was administered for each individual, and more than 4000 individual mercury soil values were obtained in 2015. In this study, we aimed at investigating possible associations of mercury soil- and HBM-values by re-analyzing our data, using predictions of the mercury concentrations at the exact location of the participant’s homes with a kriging approach. Although kriging proved to be a useful method to predict mercury soil concentrations, we did not detect an association between mercury soil- and HBM-values, in agreement with earlier findings. Benefits of geostatistical methods seem to be limited in the context of our study. Conclusions made in our preceding study about potential health risks for the residential population are robust and not altered by the current study.
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spelling pubmed-60686462018-08-07 Predicted Mercury Soil Concentrations from a Kriging Approach for Improved Human Health Risk Assessment Imo, David Dressel, Holger Byber, Katarzyna Hitzke, Christine Bopp, Matthias Maggi, Marion Bose-O’Reilly, Stephan Held, Leonhard Muff, Stefanie Int J Environ Res Public Health Article Health-risks from contaminated soils are assessed all over the world. An aspect that many risk assessments share is the heterogeneity in the distribution of contaminants. In a preceding study, we assessed potential health-risks for mothers and children living on mercury-contaminated soils in Switzerland using human biomonitoring-values (HBM) and soil samples. We assessed 64 mothers and 107 children who had resided in a defined area for at least 3 months. HBM-concentrations for mercury in urine and hair were measured, a detailed questionnaire was administered for each individual, and more than 4000 individual mercury soil values were obtained in 2015. In this study, we aimed at investigating possible associations of mercury soil- and HBM-values by re-analyzing our data, using predictions of the mercury concentrations at the exact location of the participant’s homes with a kriging approach. Although kriging proved to be a useful method to predict mercury soil concentrations, we did not detect an association between mercury soil- and HBM-values, in agreement with earlier findings. Benefits of geostatistical methods seem to be limited in the context of our study. Conclusions made in our preceding study about potential health risks for the residential population are robust and not altered by the current study. MDPI 2018-06-25 2018-07 /pmc/articles/PMC6068646/ /pubmed/29941794 http://dx.doi.org/10.3390/ijerph15071326 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Imo, David
Dressel, Holger
Byber, Katarzyna
Hitzke, Christine
Bopp, Matthias
Maggi, Marion
Bose-O’Reilly, Stephan
Held, Leonhard
Muff, Stefanie
Predicted Mercury Soil Concentrations from a Kriging Approach for Improved Human Health Risk Assessment
title Predicted Mercury Soil Concentrations from a Kriging Approach for Improved Human Health Risk Assessment
title_full Predicted Mercury Soil Concentrations from a Kriging Approach for Improved Human Health Risk Assessment
title_fullStr Predicted Mercury Soil Concentrations from a Kriging Approach for Improved Human Health Risk Assessment
title_full_unstemmed Predicted Mercury Soil Concentrations from a Kriging Approach for Improved Human Health Risk Assessment
title_short Predicted Mercury Soil Concentrations from a Kriging Approach for Improved Human Health Risk Assessment
title_sort predicted mercury soil concentrations from a kriging approach for improved human health risk assessment
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6068646/
https://www.ncbi.nlm.nih.gov/pubmed/29941794
http://dx.doi.org/10.3390/ijerph15071326
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