Elemental Contamination in Indoor Floor Dust and Its Correlation with PAHs, Fungi, and Gram+/− Bacteria

In this study, we performed elemental analysis for floor dust samples collected in Jordanian microenvironments (dwellings and educational building). We performed intercorrelation and cluster analysis between the elemental, polyaromatic hydrocarbon (PAH), and microorganism concentrations. In general,...

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Main Authors: Sharif Arar, Afnan Al-Hunaiti, Mohanad H. Masad, Androniki Maragkidou, Darren Wraith, Tareq Hussein
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:International Journal of Environmental Research and Public Health
Subjects:
Online Access:https://www.mdpi.com/1660-4601/16/19/3552
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spelling doaj-96d6ba7698a14351b6c3aa2d4f8f56fa2020-11-25T02:42:38ZengMDPI AGInternational Journal of Environmental Research and Public Health1660-46012019-09-011619355210.3390/ijerph16193552ijerph16193552Elemental Contamination in Indoor Floor Dust and Its Correlation with PAHs, Fungi, and Gram+/− BacteriaSharif Arar0Afnan Al-Hunaiti1Mohanad H. Masad2Androniki Maragkidou3Darren Wraith4Tareq Hussein5Department of Chemistry, School of Science, University of Jordan, Amman 11942, JordanDepartment of Chemistry, School of Science, University of Jordan, Amman 11942, JordanWater, Environment and Arid Region Research Center (WEARRC), Al al-Bayt University, Al-Mafraq 25113, JordanFinnish Meteorological Institute, Atmospheric Dispersion Modelling, P.O. Box 503, FI-00101 Helsinki, FinlandSchool of Public Health and Social Work, Queensland University of Technology, Queensland 4000, AustraliaDepartment of Physics, The University of Jordan, Amman 11942, JordanIn this study, we performed elemental analysis for floor dust samples collected in Jordanian microenvironments (dwellings and educational building). We performed intercorrelation and cluster analysis between the elemental, polyaromatic hydrocarbon (PAH), and microorganism concentrations. In general, the educational building workshops had the highest elemental contamination. The age of the dwelling and its occupancy played a role on the elemental contamination level: older and more occupied dwellingshad greater contamination. The elemental contamination at a dwelling entrance was observed to be higher than in the living room. We found exceptionally high concentrations for Fe and Mn in the educational workshop and additionally, Hg, Cr, and Pb concentrations exceeded the limits set by the Canadian Council of Ministers of the Environment. According to the cluster analysis, we found three major groups based on location and contamination. According to the enrichment factor (<i>EF</i>) assessment, Al, Co, Mn, Ti, and Ba had <i>EF</i> &lt; 2 (i.e., minimal enrichment) whereas P, S, Pb, Sb, Mo, Zn, Hg, and Cu had <i>EF</i> &gt; 40 (i.e., extremely enriched). In contrast, Ca and P were geogenically enriched. Furthermore, significant Spearman correlations indicated nine subgroups of elemental contamination combined with PAHs and microbes.https://www.mdpi.com/1660-4601/16/19/3552ICP-OEScluster analysisSpearman correlationdwellingseducational building
collection DOAJ
language English
format Article
sources DOAJ
author Sharif Arar
Afnan Al-Hunaiti
Mohanad H. Masad
Androniki Maragkidou
Darren Wraith
Tareq Hussein
spellingShingle Sharif Arar
Afnan Al-Hunaiti
Mohanad H. Masad
Androniki Maragkidou
Darren Wraith
Tareq Hussein
Elemental Contamination in Indoor Floor Dust and Its Correlation with PAHs, Fungi, and Gram+/− Bacteria
International Journal of Environmental Research and Public Health
ICP-OES
cluster analysis
Spearman correlation
dwellings
educational building
author_facet Sharif Arar
Afnan Al-Hunaiti
Mohanad H. Masad
Androniki Maragkidou
Darren Wraith
Tareq Hussein
author_sort Sharif Arar
title Elemental Contamination in Indoor Floor Dust and Its Correlation with PAHs, Fungi, and Gram+/− Bacteria
title_short Elemental Contamination in Indoor Floor Dust and Its Correlation with PAHs, Fungi, and Gram+/− Bacteria
title_full Elemental Contamination in Indoor Floor Dust and Its Correlation with PAHs, Fungi, and Gram+/− Bacteria
title_fullStr Elemental Contamination in Indoor Floor Dust and Its Correlation with PAHs, Fungi, and Gram+/− Bacteria
title_full_unstemmed Elemental Contamination in Indoor Floor Dust and Its Correlation with PAHs, Fungi, and Gram+/− Bacteria
title_sort elemental contamination in indoor floor dust and its correlation with pahs, fungi, and gram+/− bacteria
publisher MDPI AG
series International Journal of Environmental Research and Public Health
issn 1660-4601
publishDate 2019-09-01
description In this study, we performed elemental analysis for floor dust samples collected in Jordanian microenvironments (dwellings and educational building). We performed intercorrelation and cluster analysis between the elemental, polyaromatic hydrocarbon (PAH), and microorganism concentrations. In general, the educational building workshops had the highest elemental contamination. The age of the dwelling and its occupancy played a role on the elemental contamination level: older and more occupied dwellingshad greater contamination. The elemental contamination at a dwelling entrance was observed to be higher than in the living room. We found exceptionally high concentrations for Fe and Mn in the educational workshop and additionally, Hg, Cr, and Pb concentrations exceeded the limits set by the Canadian Council of Ministers of the Environment. According to the cluster analysis, we found three major groups based on location and contamination. According to the enrichment factor (<i>EF</i>) assessment, Al, Co, Mn, Ti, and Ba had <i>EF</i> &lt; 2 (i.e., minimal enrichment) whereas P, S, Pb, Sb, Mo, Zn, Hg, and Cu had <i>EF</i> &gt; 40 (i.e., extremely enriched). In contrast, Ca and P were geogenically enriched. Furthermore, significant Spearman correlations indicated nine subgroups of elemental contamination combined with PAHs and microbes.
topic ICP-OES
cluster analysis
Spearman correlation
dwellings
educational building
url https://www.mdpi.com/1660-4601/16/19/3552
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