Abstract
Soil contamination by heavy metals has become a serious problem mainly because, above certain concentrations, all metals have adverse effects on human health. In particular, the accumulation of heavy metals in agricultural soils leads to elevated uptake by crops and affects food quality and safety. In this paper, we present the results of a study carried out over a decade for evaluating the impact of a new industrial settlement in an area geared to agriculture and livestock and far from urban sites. We focus our study on the bioavailable fraction of Cd, Co, Cr, Cu, Fe, Mn, Ni, Pb and Zn in soil samples. Heavy metal concentrations in soil are analysed with both univariate and multivariate statistical procedures. The main goal of this paper is the development of a statistical procedure, based on a mix of multivariate analysis, able to compare field surveys carried out during different years and to characterize spatial and temporal changes in soil heavy metals concentrations.
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AA. VV. D.M. 11.05. (1992). Supplem. Ord. ‘Gazzetta Ufficiale’ n° 121 del 25 maggio 1992 Approvazione dei<<Metodi ufficiali di analisi chimica del suolo>>.
Abdu, N., Agbenin, J. O., & Buerkert, A. (2012). Fractionation and mobility of cadmium and zinc in urban vegetable gardens of Kano, Northern Nigeria. Environmental Monitoring and Assessment, 184, 2057–2066.
Agbenin, J. O., & Welp, G. (2012). Bioavailability of copper, cadmium, zinc, and lead in tropical savanna soils assessed by diffusive gradient in thin films (DGT) and ion exchange resin membranes. Environmental Monitoring and Assessment, 184, 2275–2284.
Ajmone-Marsan, F., & Biasioli, M. (2010). Trace elements in soils of urban areas. Water, Air, and Soil Pollution, 213, 121–143.
Akbar Jan, F., Ishaq, M., Ihsanullah, I., & Asim, S. M. (2010). Multivariate statistical analysis of heavy metals pollution in industrial area and its comparison with relatively less polluted area: a case study from the City of Peshawar and district Dir Lower. Journal of Hazardous Materials, 176, 609–616.
Al-Khashman, O. A. (2004). Heavy metal distribution in dust street dust and soils from the work place in Karak Industrial Estate, Jordan. Atmospheric Environment, 38, 6803–6812.
Besada, V., Andrade, J. M., Schultze, F., & Gonzalez, J. (2011). Comparison of the 2000 and 2005 spatial distributions of heavy metals in wild mussels from the North-Atlantic Spanish coast. Ecotoxicology and Environmental Safety, 74, 373–381.
Brunetti, G., Soler-Rovira, P., Farrag, K., & Senesi, N. (2009). Tolerance and accumulation of heavy metals by wild plant species grown in contaminated soils in Apulia region, Southern Italy. Plant and Soil, 318, 285–298.
Buccolieri, A., Buccolieri, G., Dell’Atti, A., Strisciullo, G., & Gagliano-Candela, R. (2010). Monitoring of total and bioavailable heavy metals concentration in agricultural soils. Environmental Monitoring and Assessment, 168, 547–560.
Caggiano, R., D’ Emilio, M., Macchiato, M., & Ragosta, M. (2002). The application of an integrated GIS procedure for characterising TSP industrial emissions impact: a test case in southern Italy. In C. A. Brebbia & P. Zannetti (Eds.), Development and application of computer techniques to environmental studies IX (pp. 89–98). Southampton: WIT.
Chen, X., Xia, X., Zhao, Y., & Zhang, P. (2010). Heavy metal concentrations in roadside soils and correlation with urban traffic in Beijing, China. Journal of Hazardous Materials, 181, 640–646.
D’Amore, J. J., Al-Abed, S. R., Scheckel, K. G., & Ryan, J. A. (2005). Methods for speciation of metals in soils: a review. Journal of Environmental Quality, 34, 1707–1745.
D’Emilio, M., Caggiano, R., Coppola, R., Macchiato, M., & Ragosta, M. (2010). Magnetic susceptibility measurements as proxy method to monitor soil pollution: the case study of S. Nicola di Melfi. Environmental Monitoring and Assessment, 169, 619–630.
Fabietti, G., Biasioli, M., Barberis, R., & Ajmone-Marsan, F. (2010). Soil contamination by organic and inorganic pollutants at the regional scale: the case of Piedmont, Italy. Journal of Soils and Sediments, 10, 290–300.
Granero, S., & Domingo, J. L. (2002). Levels of metals in soils of Alcala’ de Henares, Spain: human health risks. Environment International, 28, 159–164.
Harmsen, J., Rulkens, W., & Eijsackers, H. (2005). Bioavailability: concept for understanding or tool for predicting? Land Contamination and Reclamation, 13, 161–171.
Lamb, D. T., Ming, H., Megharaj, M., & Naidu, R. (2009). Heavy metal (Cu, Zn, Cd and Pb) partitioning and bioaccessibility in uncontaminated and long-term contaminated soils. Journal of Hazardous Materials, 171, 1150–1158.
Li, B. Y., Zhou, D. M., Cang, L., Zhang, H. L., Fan, X. H., & Qin, S. W. (2007). Soil micronutrient availability to crops as affected by long-term inorganic and organic fertilizer applications. Soil & Tillage Research, 96, 166–173.
Micò, C., Recatalà, L., Peris, M., & Sanchez, J. (2006). Assessing heavy metal sources in agricultural soils of an European Mediterranean area by multivariate analysis. Chemosphere, 65, 863–872.
Nagajyoti, P. C., Lee, K. D., & Sreekanth, T. V. M. (2010). Heavy metals, occurrence and toxicity for plants: a review. Environmental Chemistry Letters, 8, 199–216.
Peris, M., Recatalá, L., Micó, C., Sánchez, R., & Sánchez, J. (2008). Increasing the knowledge of heavy metal contents and sources in agricultural soils of the European Mediterranean region. Water, Air, and Soil Pollution, 192, 25–37.
Poggio, L., Vrscaj, B., Schulin, R., Hepperle, E., & Ajmone Marsan, F. (2009). Metals pollution and human bioaccessibility of topsoils in Grugliasco (Italy). Environmental Pollution, 157, 680–689.
Ramos-Miras, J. J., Roca-Perez, L., Guzmán-Palomino, M., Boluda, R., & Gil, C. (2011). Background levels and baseline values of available heavy metals in Mediterranean greenhouse soils (Spain). Journal of Geochemical Exploration, 110, 186–192.
Reis, A. P., Patinha, C., Ferreira da Silva, E., & Sousa, A. J. (2012). Metal fractionation of cadmium, lead and arsenic of geogenic origin in topsoils from the Marrancos gold mineralisation, northern Portugal. Environmental Geochemistry and Health, 34, 229–241.
Semenzin, E., Critto, A., Carlon, C., Rutgers, M., & Marcomini, A. (2007). Development of a site-specific ecological risk assessment for contaminated sites: part II. A multi-criteria based system for the selection of bioavailability assessment tools. Science of the Total Environment, 379, 34–45.
Smith, S. R. (2009). A critical review of the bioavailability and impacts of heavy metals in municipal solid waste composts compared to sewage sludge. Environment International, 35, 142–156.
Wu, S., Xia, X., Lin, C., Chen, X., & Zhou, C. (2010). Levels of arsenic and heavy metals in the rural soils of Beijing and their changes over the last two decades (1985–2008). Journal of Hazardous Materials, 179, 860–868.
Xia, X., Chen, X., Liu, R., & Liu, H. (2011). Heavy metals in urban soils with various types of land use in Beijing, China. Journal of Hazardous Materials, 186, 2043–2050.
Xu, S., & Tao, S. (2004). Coregionalization analysis of heavy metals in the surface soil of Inner Mongolia. Science of the Total Environment, 320, 73–87.
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D’Emilio, M., Caggiano, R., Macchiato, M. et al. Soil heavy metal contamination in an industrial area: analysis of the data collected during a decade. Environ Monit Assess 185, 5951–5964 (2013). https://doi.org/10.1007/s10661-012-2997-y
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DOI: https://doi.org/10.1007/s10661-012-2997-y