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A spatial assessment of mercury content in the European Union topsoil

Mapping of surface soil Hg concentrations, a priority pollutant, at continental scale is important in order to identify hotspots of soil Hg distribution (e.g. mining or industrial pollution) and identify factors that influence soil Hg concentrations (e.g. climate, soil properties, vegetation). Here...

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Autores principales: Ballabio, Cristiano, Jiskra, Martin, Osterwalder, Stefan, Borrelli, Pasquale, Montanarella, Luca, Panagos, Panos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8024745/
https://www.ncbi.nlm.nih.gov/pubmed/33736262
http://dx.doi.org/10.1016/j.scitotenv.2020.144755
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author Ballabio, Cristiano
Jiskra, Martin
Osterwalder, Stefan
Borrelli, Pasquale
Montanarella, Luca
Panagos, Panos
author_facet Ballabio, Cristiano
Jiskra, Martin
Osterwalder, Stefan
Borrelli, Pasquale
Montanarella, Luca
Panagos, Panos
author_sort Ballabio, Cristiano
collection PubMed
description Mapping of surface soil Hg concentrations, a priority pollutant, at continental scale is important in order to identify hotspots of soil Hg distribution (e.g. mining or industrial pollution) and identify factors that influence soil Hg concentrations (e.g. climate, soil properties, vegetation). Here we present soil Hg concentrations from the LUCAS topsoil (0–20 cm) survey including 21,591 samples from 26 European Union countries (one sample every ~200 km(2)). Deep Neural Network (DNN) learning models were used to map the European soil Hg distribution. DNN estimated a median Hg concentration of 38.3 μg kg(−1) (2.6 to 84.7 μg kg(−1)) excluding contaminated sites. At continental scale, we found that soil Hg concentrations increased with latitude from south to north and with altitude. A GLMM revealed a correlation (R(2) = 0.35) of soil Hg concentrations with vegetation activity, normalized difference vegetation index (NDVI), and soil organic carbon content. This observation corroborates the importance of atmospheric Hg(0) uptake by plants and the build-up of the soil Hg pool by litterfall over continental scales. The correlation of Hg concentrations with NDVI was amplified by higher soil organic matter content, known to stabilize Hg in soils through thiol bonds. We find a statistically significant relation between soil Hg levels and coal use in large power plants, proving that emissions from power plants are associated with higher mercury deposition in their proximity. In total 209 hotspots were identified, defined as the top percentile in Hg concentration (>422 μg kg(−1)). 87 sites (42% of all hotspots) were associated with known mining areas. The sources of the other hotspots could not be identified and may relate to unmined geogenic Hg or industrial pollution. The mapping effort in the framework of LUCAS can serve as a starting point to guide local and regional authorities in identifying Hg contamination hotspots in soils.
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spelling pubmed-80247452021-05-15 A spatial assessment of mercury content in the European Union topsoil Ballabio, Cristiano Jiskra, Martin Osterwalder, Stefan Borrelli, Pasquale Montanarella, Luca Panagos, Panos Sci Total Environ Article Mapping of surface soil Hg concentrations, a priority pollutant, at continental scale is important in order to identify hotspots of soil Hg distribution (e.g. mining or industrial pollution) and identify factors that influence soil Hg concentrations (e.g. climate, soil properties, vegetation). Here we present soil Hg concentrations from the LUCAS topsoil (0–20 cm) survey including 21,591 samples from 26 European Union countries (one sample every ~200 km(2)). Deep Neural Network (DNN) learning models were used to map the European soil Hg distribution. DNN estimated a median Hg concentration of 38.3 μg kg(−1) (2.6 to 84.7 μg kg(−1)) excluding contaminated sites. At continental scale, we found that soil Hg concentrations increased with latitude from south to north and with altitude. A GLMM revealed a correlation (R(2) = 0.35) of soil Hg concentrations with vegetation activity, normalized difference vegetation index (NDVI), and soil organic carbon content. This observation corroborates the importance of atmospheric Hg(0) uptake by plants and the build-up of the soil Hg pool by litterfall over continental scales. The correlation of Hg concentrations with NDVI was amplified by higher soil organic matter content, known to stabilize Hg in soils through thiol bonds. We find a statistically significant relation between soil Hg levels and coal use in large power plants, proving that emissions from power plants are associated with higher mercury deposition in their proximity. In total 209 hotspots were identified, defined as the top percentile in Hg concentration (>422 μg kg(−1)). 87 sites (42% of all hotspots) were associated with known mining areas. The sources of the other hotspots could not be identified and may relate to unmined geogenic Hg or industrial pollution. The mapping effort in the framework of LUCAS can serve as a starting point to guide local and regional authorities in identifying Hg contamination hotspots in soils. Elsevier 2021-05-15 /pmc/articles/PMC8024745/ /pubmed/33736262 http://dx.doi.org/10.1016/j.scitotenv.2020.144755 Text en © 2021 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ballabio, Cristiano
Jiskra, Martin
Osterwalder, Stefan
Borrelli, Pasquale
Montanarella, Luca
Panagos, Panos
A spatial assessment of mercury content in the European Union topsoil
title A spatial assessment of mercury content in the European Union topsoil
title_full A spatial assessment of mercury content in the European Union topsoil
title_fullStr A spatial assessment of mercury content in the European Union topsoil
title_full_unstemmed A spatial assessment of mercury content in the European Union topsoil
title_short A spatial assessment of mercury content in the European Union topsoil
title_sort spatial assessment of mercury content in the european union topsoil
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8024745/
https://www.ncbi.nlm.nih.gov/pubmed/33736262
http://dx.doi.org/10.1016/j.scitotenv.2020.144755
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