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Spatial Distribution of Heavy Metals and the Environmental Quality of Soil in the Northern Plateau of Spain by Geostatistical Methods

The environmental quality of soil in the central part of the Northern Plateau of Spain has been analyzed by studying the heavy metal content of 166 samples belonging to the horizons A, B and C of 89 soil profiles. The analysis to assess the environmental risk of heavy metals in the soil was carried...

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Autores principales: Santos-Francés, Fernando, Martínez-Graña, Antonio, Ávila Zarza, Carmelo, García Sánchez, Antonio, Alonso Rojo, Pilar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5486254/
https://www.ncbi.nlm.nih.gov/pubmed/28587142
http://dx.doi.org/10.3390/ijerph14060568
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author Santos-Francés, Fernando
Martínez-Graña, Antonio
Ávila Zarza, Carmelo
García Sánchez, Antonio
Alonso Rojo, Pilar
author_facet Santos-Francés, Fernando
Martínez-Graña, Antonio
Ávila Zarza, Carmelo
García Sánchez, Antonio
Alonso Rojo, Pilar
author_sort Santos-Francés, Fernando
collection PubMed
description The environmental quality of soil in the central part of the Northern Plateau of Spain has been analyzed by studying the heavy metal content of 166 samples belonging to the horizons A, B and C of 89 soil profiles. The analysis to assess the environmental risk of heavy metals in the soil was carried out by means of the spatial distribution of nine heavy metals and the use of several pollution indices. The results showed that the concentration values of heavy metals ([Formula: see text] ± S) in the superficial soil horizons were the following: With a total of 6.71 ± 3.51 mg·kg(−1), the contents of Cd is 0.08 ± 0.06 mg·kg(−1), Co is 6.49 ± 3.21 mg·kg(−1), Cu is 17.19 ± 10.69 mg·kg(−1), Cr is 18.68 ± 12.28 mg·kg(−1), Hg is 0.083 ± 0.063 mg·kg(−1), Ni is 12.05 ± 6.76 mg·kg(−1), Pb is 14.10 ± 11.32 mg·kg(−1) and Zn is 35.31 ± 14.63 mg·kg(−1). These nine metals exceed the values of the natural geological background level of Tertiary period sediments and rocks that form part of the Northern Plateau in Spain. Nemerow and Potential Ecological Risk indices were calculated, with the “improved” Nemerow index allowing pollution within the soil superficial horizons to be determined. The data obtained indicated that the majority of the soil (54.61%) showed low to moderate contamination, 22.31% showed moderate contamination and 21.54% of the samples were not contaminated. If we consider the Potential of Ecological Risk Index (RI), the largest percentage of soil samples showed low (70.79%) to moderate (25.38%) ecological risk of potential contamination, where the rest of the soil presented a considerable risk of contamination. The nine trace elements were divided into three principal components: PC(1) (Cu, Cr, Ni, Co and Zn), PC(2) (As and Hg) and PC(3) (Cd). All metals accumulated in the soil came from parent rock, agricultural practices and the run-off of residual waters towards rivers and streams caused by industrial development and an increase in population density. Finally, cartography of the spatial distribution of the heavy metal contents in the soil of the Northern Plateau of Spain was generated using Kriging interpolation methods. Furthermore, the total heavy metal contents in three soil orders present in the area, namely Entisols, Inceptisols, and Alfisols, were analyzed. Other soil parameters, such as the organic matter content, pH, clay content and cation exchange capacity, was measured to determine their influence on and correlation with the heavy metal contents.
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spelling pubmed-54862542017-06-30 Spatial Distribution of Heavy Metals and the Environmental Quality of Soil in the Northern Plateau of Spain by Geostatistical Methods Santos-Francés, Fernando Martínez-Graña, Antonio Ávila Zarza, Carmelo García Sánchez, Antonio Alonso Rojo, Pilar Int J Environ Res Public Health Article The environmental quality of soil in the central part of the Northern Plateau of Spain has been analyzed by studying the heavy metal content of 166 samples belonging to the horizons A, B and C of 89 soil profiles. The analysis to assess the environmental risk of heavy metals in the soil was carried out by means of the spatial distribution of nine heavy metals and the use of several pollution indices. The results showed that the concentration values of heavy metals ([Formula: see text] ± S) in the superficial soil horizons were the following: With a total of 6.71 ± 3.51 mg·kg(−1), the contents of Cd is 0.08 ± 0.06 mg·kg(−1), Co is 6.49 ± 3.21 mg·kg(−1), Cu is 17.19 ± 10.69 mg·kg(−1), Cr is 18.68 ± 12.28 mg·kg(−1), Hg is 0.083 ± 0.063 mg·kg(−1), Ni is 12.05 ± 6.76 mg·kg(−1), Pb is 14.10 ± 11.32 mg·kg(−1) and Zn is 35.31 ± 14.63 mg·kg(−1). These nine metals exceed the values of the natural geological background level of Tertiary period sediments and rocks that form part of the Northern Plateau in Spain. Nemerow and Potential Ecological Risk indices were calculated, with the “improved” Nemerow index allowing pollution within the soil superficial horizons to be determined. The data obtained indicated that the majority of the soil (54.61%) showed low to moderate contamination, 22.31% showed moderate contamination and 21.54% of the samples were not contaminated. If we consider the Potential of Ecological Risk Index (RI), the largest percentage of soil samples showed low (70.79%) to moderate (25.38%) ecological risk of potential contamination, where the rest of the soil presented a considerable risk of contamination. The nine trace elements were divided into three principal components: PC(1) (Cu, Cr, Ni, Co and Zn), PC(2) (As and Hg) and PC(3) (Cd). All metals accumulated in the soil came from parent rock, agricultural practices and the run-off of residual waters towards rivers and streams caused by industrial development and an increase in population density. Finally, cartography of the spatial distribution of the heavy metal contents in the soil of the Northern Plateau of Spain was generated using Kriging interpolation methods. Furthermore, the total heavy metal contents in three soil orders present in the area, namely Entisols, Inceptisols, and Alfisols, were analyzed. Other soil parameters, such as the organic matter content, pH, clay content and cation exchange capacity, was measured to determine their influence on and correlation with the heavy metal contents. MDPI 2017-05-26 2017-06 /pmc/articles/PMC5486254/ /pubmed/28587142 http://dx.doi.org/10.3390/ijerph14060568 Text en © 2017 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
Santos-Francés, Fernando
Martínez-Graña, Antonio
Ávila Zarza, Carmelo
García Sánchez, Antonio
Alonso Rojo, Pilar
Spatial Distribution of Heavy Metals and the Environmental Quality of Soil in the Northern Plateau of Spain by Geostatistical Methods
title Spatial Distribution of Heavy Metals and the Environmental Quality of Soil in the Northern Plateau of Spain by Geostatistical Methods
title_full Spatial Distribution of Heavy Metals and the Environmental Quality of Soil in the Northern Plateau of Spain by Geostatistical Methods
title_fullStr Spatial Distribution of Heavy Metals and the Environmental Quality of Soil in the Northern Plateau of Spain by Geostatistical Methods
title_full_unstemmed Spatial Distribution of Heavy Metals and the Environmental Quality of Soil in the Northern Plateau of Spain by Geostatistical Methods
title_short Spatial Distribution of Heavy Metals and the Environmental Quality of Soil in the Northern Plateau of Spain by Geostatistical Methods
title_sort spatial distribution of heavy metals and the environmental quality of soil in the northern plateau of spain by geostatistical methods
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5486254/
https://www.ncbi.nlm.nih.gov/pubmed/28587142
http://dx.doi.org/10.3390/ijerph14060568
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