Abstract
In this work, we aimed at monitoring Cd and Cr levels in surface soils in the Karditsa region (Central Greece). Soil samples were obtained throughout 3 years (2010 to 2012) and analyzed for extractable (DTPA) and for “pseudo”-total concentrations (aqua regia) of Cd and Cr. The temporal variability, recorded twice per year, was also assessed. Significant spatial variability was recorded and illustrated by the respective thematic maps created using geostatistics, with the use of ordinary kriging. We found a possible geochemical connection and interactions between the two studied metals that indicated common lithogenic origin, while Cd was found further enriched due to likely applied phosphate fertilizers over long periods of time. We conclude that although the mapping of soil properties and metal contents is a useful tool when initially visiting an area, further in-depth studies should be conducted; such studies should address issues related to bioavailability of soil pools that may be linked to plant concentrations and possible risks of metals being transferred to plants or even humans.
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Alyazichi Y, Jones B, McLean E (2015) Spatial and temporal distribution and pollution assessment of trace metals in marine sediments in Oyster Bay, NSW Australia. Bull Environ Contam Toxicol 94:52–57
Antoniadis V, Levizou E, Shaheen SM, Ok YS, Sebastian A, Baum C, Prasad MNV, Wenzel WW, Rinklebe J (2017a) Trace elements in the soil-plant interface: phytoavailability, translocation, and phytoremediation—a review. Earth-Sci Rev 171:621–645
Antoniadis V, Golia EE, Shaheen SM, Rinklebe J (2017b) Bioavailability and health risk assessment of potentially toxic elements in Thriasio Plain, near Athens Greece. J Environ Geochem Health 39:319–330
Antoniadis V, Golia EE, Liu W-T, Wang S-L, Shaheen SM, Rinklebe J (2019a) Soil and maize contamination by trace elements and associated health risk assessment the industrial area of Volos, Greece. Environ Int 124:79–88
Antoniadis V, Shaheen SM, Levizou E, Shahid M, Niazi NB, Vithanage M, Ok YS, Bolan N, Rinklebe J (2019b) A critical prospective analysis of the potential toxicity of trace element regulation limits in soils worldwide: are they protective concerning health risk assessment?—a review. Environ Int 127:819–847
Burrough PA, McDonnell RA (2000) Principles of geographical information systems. Oxford University Press, New York
Council of the European Communities (1986) The protection of the environment, and in particular of the soil, when sewage sludge is used in agriculture. Council Directive of 12 June 1986. Official Journal of the European Communities No L 181/6.
Chen W, Zhang J, Abass O, Wen X, Huang H, Qu C, Qi S (2016) Distribution characteristics, concentrations and sources of Cd and Pb in Laoxiawan channel sediments from Zhuzhou, China. Bull Environ Contam Toxicol 96:797–803
Duan Q, Lee J, Liu Y, Chen H, Hu H (2016) Distribution of heavy metal pollution in surface soil samples in China: a graphical review. Bull Environ Contam Toxicol 97:303–309
Golia EE, Tsiropoulos NG, Dimirkou A, Μitsios ΙΚ (2007) Distribution of heavy metals of agricultural soils of central Greece using the modified BCR sequential extraction method. Int J Environ Anal Chem 87:1053–1063
Golia EE, Dimirkou A, Mitsios IK (2008) Influence of some soil parameters on heavy metals accumulation by vegetables grown in agricultural soils of different soil orders. Bull Environ Contam Toxicol 81:80–84
Golia EE, Floras SA, Dimirkou A (2009a) Monitoring the variability of zinc and copper in surface soils from Central Greece. Bull Environ Contam Toxicol 82:6–10
Golia EE, Dimirkou A, Floras SA (2009b) Monitoring the variability of nitrogen and cadmium concentrations in soils and irrigation water in the Almyros area of Central Greece. Commun Soil Sci Plant Anal 40:376–390
Golia EE, Dimirkou A, Floras SA (2015) Spatial monitoring of arsenic and heavy metals in the Almyros area, Central Greece: statistical approach for assessing the sources of contamination. J Environ Monit Assess 187:399–412
Golia EE, Fuleky G, Dimirkou A, Antoniadis V, Tsiropoulos NG, Gizas G (2017) Influence of zeolite and Posidonia oceanica (L.) in the reduction of heavy metal uptake Tobacco (Nicotiana tabacum) plants of central Greece. Water Air Soil Pollut 228:324
Golia EE, Tsiropoulos GN, Füleky G, Floras S, Vleioras S (2019) Pollution assessment of potentially toxic elements in soils of different taxonomy orders in central Greece. Environ Monit Assess 191:106
Hamzeh MA, Aftabi A, Mirzaee M (2011) Assessing geochemical influence of traffic and other vehicle related activities on heavy metal contamination in urban soils of Kerman city, using a GIS-based approach. J Environ Geochem Health 33:577–594
Howard J, Weyhrauch J, Loriaux J, Schultz B, Baskaran M (2019) Contributions of artifactual materials to the toxicity of anthropogenic soils and street dusts in a highly urbanized terrain. Environ Pollut 255:113350
Jafarnejadi AR, Sayyad G, Homaee M, Davamei AH (2013) Spatial variability of soil total and DTPA-extractable cadmium caused by long-term application of phosphate fertilizers, crop rotation, and soil characteristics. Environ Monit Assess 185:4087–4096
Jayasiri HB, Vennila A, Purushothaman CS (2014) Spatial and temporal variability of metals in inter-tidal beach sediment of Mumbai, India. J Environ Monit Assess 186:1101–1111
Khanam R, Kumar A, Nayak AK, Shahid M, Tripathi R, Vijayakumar S, Bhaduri D, Kumar U, Mohanty S, Panneerselvam P, Chatterjee D, Satapathy BS, Pathak H (2020) Metal(loid)s (As, Hg, Se, Pb and Cd) in paddy soil: bioavailability and potential risk to human health. Sci Total Environ 699:134330
Kabata-Pendias A (2011) Trace elements in soils and plants, 4th edn. CRC Press, Taylor and Francis Group, Ann Arbor, MI, USA
Lajunen LHG (1992) Spectrochemical analysis by atomic absorption and emission. The Royal Society of Chemistry, Cambridge, England
Lindsay WL, Norvell WA (1978) Development of a DTPA test for zinc, iron, manganese and copper. J Am Soil Sci Soc 42:421–428
Ministry of Agriculture, Fisheries and Food (1988) Fertilizer recommendations. Reference Book 209. HMSO. London.
Martin JAR, Arias ML, Corbí JMG (2006) Heavy metals contents in agricultural topsoils in the Ebro basin (Spain): application of the multivariate geostatistical methods to study spatial variations. J Environ Pollut 112:152–161
Matin NH, Jalali M, Buss W (2020) Synergistic immobilization of potentially toxic elements (PTEs) by biochar and nanoparticles in alkaline soil. Chemosphere 241:124932
Micó C, Reris M, Recatalà L, Sànchez J (2007) Baseline values for heavy metals in agricultural soils in and European Mediterranean region. Sci Total Environ 378:13–17
Mitsios IK, Golia EE, Tsadilas CD (2005) Heavy metal concentration in soils and irrigation water in Thessaly area, Central Greece. Commun Soil Sci Plant Anal 36:487–501
Molla K, Dimirkou A, Antoniadis V (2012) Hexavalent chromium dynamics and uptake in manure-added soil. Water Air Soil Pollut 223:6059–6067
Morton-Bermea O, Hernandez-Alvarez E, Gaso I, Segovia N (2002) Heavy metal concentrations in surface soils from Mexico City. Bull Environ Contam Toxicol 68:383–388
Musilova J, Arvay J, Vollmannova A, Toth T, Tomas J (2016) Environmental contamination by heavy metals in region with previous mining activity. Bull Environ Contam Toxicol 97:569–575
Page AL, Miller HR, Keeney RD (1982) Methods of soil analysis, Part ΙΙ—Chemical and microbiological properties. Soil Science of America, Madison, Wisconsin, USA
Panagos, P. 2006. The European Soil Database (2006) GEO: Connexion, 5 (7), pp. 32–33.
Peris M, Micó C, Recatalà L, Sànchez R, Sànchez J (2007) Heavy metal contents in horticultural crops of a representative area of the European Mediterranean region. Sci Total Environ 378:42–48
Qin C, Luo C, Chen Y, Shen Z (2012) Spatial-based assessment of metal contamination in agricultural soils near an abandoned copper mine of eastern China. Bull Environ Contam Toxicol 89:113–118
Ravankhah N, Mirzaei R, Masoum S (2016) Spatial eco-risk assessment of heavy metals in the surface soils of industrial city of Aran-o-Bidgol, Iran. Bull Environ Contam Toxicol 96:516–523
Saxena G, Purchase D, Mulla SI, Saratale GD, Bharagava RN (2019) Phytoremediation of heavy metal-contaminated sites: eco-environmental concerns, field studies, sustainability issues, and future prospects. Rev Environ Contam Toxicol 249:71–131
Sgouras ID, Tsadilas CD, Barbayiannis N, Danalatos N (2007) Physicochemical and mineralogical properties of red Mediterranean soils from Greece. Commun Soil Sci Plant Anal 38:695–711
Shan Y, Tysklind M, Hao F, Ouyang W, Chen S, Lin C (2013) Identification of sources of heavy metals in agricultural soils using multivariate analysis and GIS. J Soils Sediments 13:720–729
Skordas K, Papastergios G, Filippidis A (2013) Major and trace element in apples from a cultivated area of central Greece. J Environ Monit Assess 185:8465–8471
Yoon D-H, Choi WS, Hong YK, Lee YB, Kim SC (2019) Effect of chemical amendments on reduction of bioavailable heavy metals and ecotoxicity in soil. Appl Biol Chem 62:53
Zhou J, Feng K, Pei Z, Meng F, Sun J (2016) Multivariate analysis combined with GIS to source identification of heavy metals in soils around an abandoned industrial area, Eastern China. Ecotoxicol 25:380–388
Acknowledgments
We would like to thank Prof. Kyparissis, University of Thessaly, for his significant contribution regarding soil mapping, appearing in Fig. 1.
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Highlights
• Cd was found elevated, due to the intense agricultural activities.
• Cr levels were low, indicating its lithogenic derivation.
• Cd and Cr were co-related (r = 0.746); thus, a portion of Cd is lithogenic.
• Metal thematic maps are useful for identifying contamination hot-spots.
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Antoniadis, V., Golia, E.E. Spatial and temporal assessment of cadmium and chromium contamination in soils in the Karditsa region (Central Greece). Environ Sci Pollut Res 28, 3820–3827 (2021). https://doi.org/10.1007/s11356-020-09273-3
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DOI: https://doi.org/10.1007/s11356-020-09273-3