Bioaccessibility of trace elements as affected by soil parameters in smelter-contaminated agricultural soils: A statistical modeling approach

Environmental Pollution

Volumn 160, Issue 1, 2012, Pages 130-138

  Pelfrêne, Aurélie ^a,b   Waterlot, Christophe ^a,b   Mazzuca, Muriel ^a,c   Nisse, Catherine ^a,c,d   Cuny, Damien ^a,c,e   Richard, Antoine ^f   Denys, Sébastien ^g   Heyman, Christophe ^h   Roussel, Hélne ⁱ   Bidar, Géraldine ^a,b   Douay, Francis ^a,b  

^a UNIV LILLE   (France)

^b Mines Douai   (France)

^c France Institut Pasteur de Lille   (France)

^d LILLE UNIVERSITY HOSPITAL   (France)

^e Laboratoire des Sciences Végétales et Fongiques   (France)

^f CEMAGREF   (France)

^g INSTITUT NATIONAL DE L ENVIRONNEMENT INDUSTRIEL ET DES RISQUES INERIS   (France)

^h Cellule InterRégionale d'Epidémiologie Nord Pas de Calais Picardie ^*  (France)

ⁱ ADEME   (France)

Author keywords

Bioaccessibility; Contaminated soil; Model; Soil parameters; Trace elements

Indexed keywords

AGRICULTURAL SOILS; BEST POPULATION; BIOACCESSIBILITY; CONTAMINATED SOILS; MULTIVARIATE REGRESSION MODELS; REGRESSION MODEL; RISK EVALUATION; ROBUST MODELS; SOIL FACTORS; SOIL PARAMETERS; STATISTICAL MODELING; TEST SETS; TRAINING SETS;

LEAD; MANGANESE; REGRESSION ANALYSIS; SMELTING; SOIL POLLUTION; SOILS; TRACE ELEMENTS;

GEOLOGIC MODELS;

CADMIUM; IRON; LEAD; MANGANESE; TRACE ELEMENT; ZINC;

ACCESSIBILITY; CADMIUM; LEAD; MODELING; PREDICTION; REGRESSION ANALYSIS; RISK ASSESSMENT; SMELTING; SOIL POLLUTION; STATISTICAL ANALYSIS; TRACE ELEMENT; ZINC;

AGRICULTURAL LAND; ARTICLE; BIOAVAILABILITY; CALIBRATION; CONCENTRATION (PARAMETERS); CONTROLLED STUDY; ENVIRONMENTAL IMPACT ASSESSMENT; GEOGRAPHIC DISTRIBUTION; IN VITRO STUDY; PREDICTION; SMELTER; SOIL ANALYSIS; SOIL CHEMISTRY; SOIL POLLUTION; SOIL PROPERTY; STATISTICAL MODEL;

AGRICULTURE; ENVIRONMENTAL MONITORING; HUMANS; METABOLIC PHENOMENA; METALLURGY; MODELS, BIOLOGICAL; MODELS, STATISTICAL; SOIL; SOIL POLLUTANTS; TRACE ELEMENTS;

EID: 80053920649     PISSN: 02697491     EISSN: 18736424     Source Type: Journal    
DOI: 10.1016/j.envpol.2011.09.008     Document Type: Article

References (50)

1. M. Alexander Aging, bioavailability, and overestimation of risk from environmental pollutants Environmental Science & Technology 34 2000 4259 4265
2. R.H. Anderson, and N.T. Basta Application of ridge regression to quantify marginal effects of collinear soil properties on phytoaccumulation of arsenic, cadmium, lead, and zinc Environmental Toxicology and Chemistry 28 2009 619 628
3. N. Basta, and R. Gradwohl Estimation of Cd, Pb, and Zn bioavailability in smelter-contaminated soils by a sequential extraction procedure Journal of Soil Contamination 9 2000 149 164 (Pubitemid 30199526)
4. N.T. Basta, J.A. Ryan, and R.L. Chaney Trace element chemistry in residual-treated soil: key concepts and metal bioavailability Journal of Environmental Quality 34 2005 49 63 (Pubitemid 40130041)
5. E.F.A. Brandon, A.G. Oomen, C.J.M. Rompelberg, C.H.M. Versantvoort, J.G.M. van Engelen, and A.J.A.M. Sips Consumer product in vitro digestion model: bioaccessibility of contaminants and its application in risk assessment Regulatory Toxicology and Pharmacology 44 2006 161 171 (Pubitemid 43234290)
6. A. Broadway, M.R. Cave, J. Wragg, F.M. Fordyce, R.J.F. Bewley, M.C. Graham, B.T. Ngwenya, and J.G. Farmer Determination of the bioaccessibility of chromium in Glasgow soil and the implications for human health risk assessment Science of the Total Environment 409 2010 267 277
7. M. Button, M.J. Watts, M.R. Cave, C.F. Harrington, and G.T. Jenkin Earthworms and in vitro physiologically-based extraction tests: complementary tools for a holistic approach towards understanding risk at arsenic-contaminated sites Environmental Geochemistry and Health 31 2009 273 282
8. J. Caboche Validation d'un test de mesure de bioaccessibilité - Application 4 éléments traces métalliques dans les sols: as, Cd, Pb et Sb Ph D Thesis 2009 Institut National Polytechnique de Lorraine Nancy
9. J. Caboche, S. Denys, C. Feidt, P. Delalain, K. Tack, and G. Rychen Modelling Pb bioaccessibility in soils contaminated by mining and smelting activities Journal of Environmental Science and Health A 45 2010 1264 1274
10. Cave, M., Wragg, J., Klinck, B., Grön, C., Oomen, T., Van de Wiele, T., Ollson, I., Koch, K., Reimer, N., Basta, N., Tack, K., Casteel, S., 2006. Preliminary assessment of a unified bioaccessibility method for arsenic in soils. International Conference in Epidemiology and Environmental Exposure. Paris, 2-6 September 2006.
11. A. Davis, M.V. Ruby, P. Goad, S. Eberle, and S. Chryssoulis Mass balance on surface-bound mineralogic, and total lead concentrations as related to industrial aggregate bioaccessibility Environmental Science & Technology 31 1997 37 44 (Pubitemid 27023915)
12. J.P. Day, J.E. Fergusson, and T.M. Chee Solubility and potential toxicity of lead in urban street dust Bulletin of Environmental Contamination and Toxicology 23 1979 497 502 (Pubitemid 10248989)
13. S. Denys, J. Caboche, K. Tack, and P. Delalain Bioaccessiblity of lead in high carbonate soils Journal of Environmental Science and Health A 42 2007 1331 1339 (Pubitemid 47123923)
14. S. Denys, K. Tack, J. Caboche, and P. Delalain Bioaccessibility, solid phase distribution, and speciation of Sb in soils and in digestive fluids Chemosphere 74 2008 711 716
15. F. Douay, H. Roussel, C. Pruvot, and C. Waterlot Impact of a smelter closedown on metal contents of wheat cultivated in the neighbourhood Environmental Science and Pollution Research 15 2006 162 169 (Pubitemid 351871843)
16. F. Douay, C. Pruvot, H. Roussel, H. Ciesielski, H. Fourrier, N. Proix, and C. Waterlot Contamination of urban soils in an area of northern France polluted by dust emissions of two smelters Water Air and Soil Pollution 188 2008 247 260
17. F. Douay, C. Pruvot, C. Waterlot, C. Fritsch, H. Fourrier, A. Loriette, G. Bidar, C. Grand, A. de Vaufleury, and R. Scheifler Contamination of woody habitat soils around a former lead smelter in the North of France Science of the Total Environment 407 2009 5564 5577
18. M.J. Duggan, M.J. Inskip, S.A. Rundle, and J.S. Moorcroft Lead in playground dust and on hands of schoolchildren Science of the Total Environment 44 1985 65 79
19. A. Fairbrother, R.W. Wenstel, K. Sappington, and W. Wood Framework for metals risk assessment Ecotoxicology and Environmental Safety 68 2007 145 227 (Pubitemid 47419030)
20. M.H. Graham Confronting multicollinearity in ecological multiple regression Ecology 84 2003 2809 2815 (Pubitemid 38261430)
21. C. Grøn, and L. Andersen Human Bioaccessibility of Heavy Metals and PAH from Soil; Environmental project No. 840, Technology Programme for Soil and Groundwater Contamination 2003 Danish Environmental Protection Agency
22. S.C. Hamel, K.M. Ellickson, and P.J. Lioy The estimation of the bioaccessibility of heavy metals in soils using artificial biofluids by two novel methods: mass-balance and soil recapture Science of the Total Environment 244 1999 273 283
23. K. Hund-Rink, and W. Kördel Underlying issues in bioaccessibility and bioavailability: experimental approach methods Ecotoxicology and Environmental Safety 56 2003 52 62 (Pubitemid 36962784)
24. A.L. Juhasz, E. Smith, J. Weber, M. Rees, A. Rofe, T. Kuchel, L. Sansom, and R. Naidu Comparison of in vivo and in vitro methodologies for the assessment of arsenic bioavailability in contaminated soils Chemosphere 69 2007 961 966 (Pubitemid 47410255)
25. A.E. Latawiec, P. Simmons, and B.J. Reid Decision-makers' perspectives on the use of bioaccessibility for risk-based regulation of contaminated land Environment International 36 2010 383 389
26. O.P. Mehra, and M.L. Jackson Iron oxide removal from soils and clays by a dithionite-citrate system buffered with sodium bicarbonate Clays and Clay Minerals 7 1960 317 327
27. C.A. Ollson, I. Koch, P. Smith, L.D. Knopper, C. Hough, and K.J. Reimer Addressing arsenic bioaccessibility in ecological risk assessment: a novel approach to avoid overestimating risk Environmental Toxicology and Chemistry 28 2009 668 675
28. A.G. Oomen, A. Hack, M. Minekus, E. Zeijdner, G. Schoeters, W. Verstraete, T.V.D. Wiele, J. Wragg, C.J.M. Rompelberg, A.J.A.M. Sips, and J.H.V. Wijnen Comparison of five in vitro digestion models to study the bioaccessibility of soil contaminants Environmental Science & Technology 36 2002 3326 3334 (Pubitemid 34847602)
29. D.J. Paustenbach The practice of exposure assessment: a state of the art review Journal of Toxicology and Environmental Health B 3 2000 179 291
30. A. Pelfrêne, C. Waterlot, M. Mazzuca, C. Nisse, G. Bidar, and F. Douay Assessing Cd, Pb, Zn human bioaccessibility in smelter-contaminated agricultural topsoils (northern France) Environmental Geochemistry and Health 33 2011 477 493
31. L. Poggio, B. Vrščaj, R. Schulin, E. Hepperle, and F.A. Marsan Metals pollution and human bioaccessibility of topsoils in Grugliasco (Italy) Environmental Pollution 157 2009 680 689
32. J.S. Rieuwerts, I. Thornton, M.E. Farago, and M.R. Ashmore Factors influencing metal bioavailability in soils: preliminary investigation for the development of a critical loads approach for metals Chemical Speciation and Bioavailability 10 1998 61 75 (Pubitemid 128670029)
33. H. Roussel, C. Waterlot, A. Pelfrne, C. Pruvot, M. Mazzuca, and F. Douay Cd, Pb and Zn oral bioaccessibility of urban soils contaminated in the past by the atmospheric emissions of two lead and zinc smelters Archives of Environmental Contamination and Toxicology 58 2010 945 954
34. M.V. Ruby, A. Davis, T.E. Link, R. Schoof, R.L. Chaney, G.B. Freeman, and P. Bergstrom Development of an in vitro screening test to evaluate the in vivo bioaccessibility of ingested mine-waste lead Environmental Science & Technology 27 1993 2870 2877 (Pubitemid 24010589)
35. M.V. Ruby, A. Davis, R. Schoof, S. Eberle, and C.M. Sellstone Estimation of lead and arsenic bioavailability using a physiologically based extraction test Environmental Science & Technology 30 1996 422 430 (Pubitemid 26042344)
36. M.V. Ruby, R. Schoof, W. Brattin, M. Goldade, G. Post, M. Harnois, D.E. Mosby, S.W. Casteel, W. Berti, M. Carpentier, D. Edwards, D. Cragin, and W. Chappell Advances in evaluating the oral bioavailability of inorganics in soil for use in human health risk assessment Environmental Science & Technology 33 1999 3697 3705 (Pubitemid 29517768)
37. M.V. Ruby Bioavailability of soil-borne chemicals: abiotic assessments tools Human and Ecological Risk Assessment 10 2004 647 656 (Pubitemid 39225136)
38. S.K.M. Saminathan, D. Sarkar, S.S. Andra, and R. Datta Lead fractionation and bioaccessibility in contaminated soils with variable chemical properties Chemical Speciation and Bioavailability 22 2010 215 225
39. P. Sipos, T. Németh, I. Mohai, and I. Dódony Effect of soil composition on adsorption of lead as reflected by a study on a natural forest soil profile Geoderma 124 2005 363 374 (Pubitemid 39568976)
40. T. Sterckeman, F. Douay, N. Proix, and H. Fourrier Vertical distribution of Cd, Pb and Zn in soils near smelters in the North of France Environmental Pollution 107 2000 377 389 (Pubitemid 30050593)
41. T. Sterckeman, F. Douay, N. Proix, H. Fourrier, and E. Perdrix Assessment of the contamination of cultivated soils by eighteen trace elements around smelters in the North of France Water Air and Soil Pollution 135 2002 173 194 (Pubitemid 34308538)
42. F.J. Stevenson Humus Chemistry: Genesis, Composition, Reactions second ed. 1994 Wiley New York
43. T.R. Van de Wiele, A.G. Oomen, J. Wragg, M. Cave, M. Minekus, A. Hack, C. Cornelis, C.J.M. Rompelberg, L.L. De Zwart, B. Klinck, J. Van Wijnen, W. Verstraete, and A.J.A.M. Sips Comparison of five in vitro digestion models to in vivo experimental results: lead bioaccessibility in the human gastrointestinal tract Journal of Environmental Science and Health A 42 2007 1203 1211 (Pubitemid 47123920)
44. J.H. Van Wijnen, P. Clausing, and B. Brunekreef Estimated soil ingestion by children Environmental Research 51 1990 147 162 (Pubitemid 20211644)
45. C. Waterlot, G. Bidar, C. Pruvot, and F. Douay Analysis of cadmium in water extracts from contaminated soils with high arsenic and iron concentration levels Journal of Environmental Science and Engineering 5 2011 271 280
46. B.G. Wixson, and B.E. Davies Guidelines for lead in soil: proposal of the society of environmental geochemistry and health Environmental Science & Technology 28 1994 26 31
47. J. Wragg, and M.R. Cave In-vitro Methods for the Measurement of the Oral Bioaccessibility of Selected Metals and Metalloids in Soils: A Critical Review. P5-062/TR/01 2003 British Geological Survey 33 pp
48. J. Wragg, M.R. Cave, H. Taylor, N. Basta, E. Brandon, and S. Casteel Interlaboratory Trial of a Unified Bioaccessibility Procedure. Open Report OR/07/027 2009 British Geological Survey Keyworth
49. J.K. Yang, M.O. Barnett, P.M. Jardine, and S.C. Brooks Factors controlling the bioaccessibility of Arsenic(V) and Lead(II) in soil Soil & Sediment Contamination 12 2003 165 179 (Pubitemid 36803450)
50. Y. Yin, C.A. Impellitteri, S.-J. You, and H.E. Allen The importance of organic matter distribution and extract soil/solution ratio on the desorption of heavy metals from soils Science of the Total Environment 287 2002 101 119