A Protocol for Pollution Index, Source Identification, and Spatial Analysis of Heavy Metals in Top Soil

Introduction: This study aimed to assess a good protocol for the contamination indexes, concentration, spatial analysis, and source identification of toxic metals in top soils. Materials and Methods: In the first step, samples were taken from top soil (30 cm) and the metals were extracted and detect...

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Main Authors: Amir Mohammadi, Sepideh Nemati Mansour, Maryam Faraji, Ali Abdolahnejad, Ali Toolabi, Moahammad Miri
Format: Article
Language:English
Published: Shahid Sadoughi University of Medical Sciences 2020-12-01
Series:Journal of Environmental Health and Sustainable Development
Subjects:
Online Access:http://jehsd.ssu.ac.ir/article-1-285-en.html
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spelling doaj-23c1abce342d43f995bb95f93def2b5f2020-12-27T06:27:11ZengShahid Sadoughi University of Medical SciencesJournal of Environmental Health and Sustainable Development2476-62672476-74332020-12-015411551161A Protocol for Pollution Index, Source Identification, and Spatial Analysis of Heavy Metals in Top SoilAmir Mohammadi0Sepideh Nemati Mansour1Maryam Faraji2Ali Abdolahnejad3Ali Toolabi4Moahammad Miri5 Department of Public Health, Environmental Health Engineering, Maragheh University of Medical Sciences, Maragheh, Iran. Department of Environmental Health Engineering, School of Public Health, Tabriz University of Medical Sciences, Tabriz, Iran. Environmental Health Engineering Research Center, Kerman University of Medical Sciences, Kerman, Iran Department of Public Health, Environmental Health Engineering, Maragheh University of Medical Sciences, Maragheh, Iran. Department of Environmental Health Engineering, School of Public Health, Bam University of Medical Sciences, Bam, Iran. Non-communicable Disease Research Center, Department of Environmental Health Engineering, Sabzevar University of Medical Sciences, Sabzevar, Iran. Introduction: This study aimed to assess a good protocol for the contamination indexes, concentration, spatial analysis, and source identification of toxic metals in top soils. Materials and Methods: In the first step, samples were taken from top soil (30 cm) and the metals were extracted and detected with ICP-AES. In the second step, Enrichment Factor, Geoaccumulation Index, and Contamination Factor of metals were calculated to determine soil contamination degree. Furthermore, the principal component analysis and correlation between metals were conducted for source identification. Results: Spatial analysis, as an important section of the present protocol, was performed using Arc GIS, kriging, and Moranchr('39')s I models. As results of Moranchr('39')s I model showed, distribution pattern for Fe, As, Cd, Cu, Ni, Pb, and Zn were random (z-scores ranged from -1.17 to 1.09), indicatingthat these elements could be emitted from different potential sources. In Moranchr('39')s model, spatial autocorrelation of each pollutant could be measured based on its value and location. Conclusion: The finding of this protocol can be used for extraction of contamination indexes, concentration, spatial analysis, and source identification of toxic metals in top soils.http://jehsd.ssu.ac.ir/article-1-285-en.htmlenvironmental pollutionmetalsheavyspatial analysismoran's model.
collection DOAJ
language English
format Article
sources DOAJ
author Amir Mohammadi
Sepideh Nemati Mansour
Maryam Faraji
Ali Abdolahnejad
Ali Toolabi
Moahammad Miri
spellingShingle Amir Mohammadi
Sepideh Nemati Mansour
Maryam Faraji
Ali Abdolahnejad
Ali Toolabi
Moahammad Miri
A Protocol for Pollution Index, Source Identification, and Spatial Analysis of Heavy Metals in Top Soil
Journal of Environmental Health and Sustainable Development
environmental pollution
metals
heavy
spatial analysis
moran's model.
author_facet Amir Mohammadi
Sepideh Nemati Mansour
Maryam Faraji
Ali Abdolahnejad
Ali Toolabi
Moahammad Miri
author_sort Amir Mohammadi
title A Protocol for Pollution Index, Source Identification, and Spatial Analysis of Heavy Metals in Top Soil
title_short A Protocol for Pollution Index, Source Identification, and Spatial Analysis of Heavy Metals in Top Soil
title_full A Protocol for Pollution Index, Source Identification, and Spatial Analysis of Heavy Metals in Top Soil
title_fullStr A Protocol for Pollution Index, Source Identification, and Spatial Analysis of Heavy Metals in Top Soil
title_full_unstemmed A Protocol for Pollution Index, Source Identification, and Spatial Analysis of Heavy Metals in Top Soil
title_sort protocol for pollution index, source identification, and spatial analysis of heavy metals in top soil
publisher Shahid Sadoughi University of Medical Sciences
series Journal of Environmental Health and Sustainable Development
issn 2476-6267
2476-7433
publishDate 2020-12-01
description Introduction: This study aimed to assess a good protocol for the contamination indexes, concentration, spatial analysis, and source identification of toxic metals in top soils. Materials and Methods: In the first step, samples were taken from top soil (30 cm) and the metals were extracted and detected with ICP-AES. In the second step, Enrichment Factor, Geoaccumulation Index, and Contamination Factor of metals were calculated to determine soil contamination degree. Furthermore, the principal component analysis and correlation between metals were conducted for source identification. Results: Spatial analysis, as an important section of the present protocol, was performed using Arc GIS, kriging, and Moranchr('39')s I models. As results of Moranchr('39')s I model showed, distribution pattern for Fe, As, Cd, Cu, Ni, Pb, and Zn were random (z-scores ranged from -1.17 to 1.09), indicatingthat these elements could be emitted from different potential sources. In Moranchr('39')s model, spatial autocorrelation of each pollutant could be measured based on its value and location. Conclusion: The finding of this protocol can be used for extraction of contamination indexes, concentration, spatial analysis, and source identification of toxic metals in top soils.
topic environmental pollution
metals
heavy
spatial analysis
moran's model.
url http://jehsd.ssu.ac.ir/article-1-285-en.html
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