A tree regression analysis of factors determining the sorption and retention of heavy metals by soil

Geoderma

Volumn 147, Issue 1-2, 2008, Pages 75-85

  Covelo, E F ^a   Matias J M ^a   Vega, F A ^a   Reigosa, M J ^a   Andrade, M L ^a  

^a UNIVERSITY OF VIGO   (Spain)

Author keywords

Classification and regression trees; Desorption; Heavy metal; Soil; Soil characteristics; Sorption

Indexed keywords

CHROMIUM; COPPER; HEAVY METALS; LEAD; LEAD ALLOYS; NICKEL; NICKEL ALLOYS; REGRESSION ANALYSIS; SOILS; SORPTION; TREES (MATHEMATICS); ZINC;

CLASSIFICATION AND REGRESSION TREES; DESORPTION; HEAVY METAL; SOIL; SOIL CHARACTERISTICS;

GEOLOGIC MODELS;

CLAY MINERAL; DESORPTION; GIBBSITE; HEAVY METAL; HEMATITE; REGRESSION ANALYSIS; SOFTWARE; SOIL CHEMISTRY; SOIL POLLUTION; SOIL PROPERTY; SORPTION;

EID: 51449113860     PISSN: 00167061     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.geoderma.2008.08.001     Document Type: Article

References (41)

1. Adriano D.C. Trace Elements in Terrestrial Environments: Biogeochemistry, Bioavailability, and Risks of Metals (2001), Springer-Verlag New York, Inc., New York, NY 533 pp.
2. Alberti, G., Cristini, A., Loi, A., Melis, P. and Pilo, G., 1997. Copper and lead sorption by different fractions of two Sardinian soils. In: R. Prost, (Editor), Contaminated Soils: Third Int. Conf. on the Biogeochemistry of Trace Elements. [CD-ROM] data/communic/111 PDF. INRA Editions: Paris, France.
3. Alloway B.J. Heavy Metals in Soils (1995), Blackie Academic & Professional, London
4. Amacher, M.C. 1981. Redox Reactions involving Chromium, Plutonium and Manganese in Soils. PhD dissertation. Pennsylvania State Univ, University Park, PA.
5. Andriulo A., Galantini J., Percorari C., and Torioni E. Materia orgánica del suelo en la región Pampeana. I Un método de fraccionamiento por tamizado. Agrochimica XXXIV 5-6 (1990) 475-489
6. Berti W.R., and Jacobs L.W. Heavy metals in the environment. Chemistry and phytotoxicity of soil trace elements from repeated sewage sludge application. J. Environ. Qual. 25 (1996) 1025-1032
7. Bradl H.B. Adsorption of heavy metal ions on soils and soils constituents. J. Colloid Interface Sci. 277 (2004) 1-18
8. Bradl H.B. Heavy Metals in the Environment: Origin, Interaction and Remediation (2005), Academic Press
9. Brindley G.W., and Brown G. Crystal Structures of Clay Minerals and their Identification. Mineralogical Society Monograph vol. 5 (1980), Mineralogical Society, London
10. Breiman L., Friedman J., Olshen R., and Stone C. Classification and Regression Trees (1984), Wadsworth
11. Covelo E.F., Andrade M.L., and Vega F.A. Competitive adsorption and desorption of cadmium, chromium, copper, nickel, lead and zinc by Humic Umbrisols. Commun. Soil Sci. Plant Anal. 35 19-20 (2004) 2709-2729
12. Covelo E.F., Vega F.A., and Andrade M.L. Simultaneous sorption and desorption of Cd, Cr, Cu, Ni, Pb and Zn in acid soils. I. Selectivity sequences. J. Haz. Mater. 147 3 (2007) 852-861
13. Covelo E.F., Vega F.A., and Andrade M.L. Simultaneous sorption and desorption of Cd, Cr, Cu, Ni, Pb and Zn in acid soils. II. Soil ranking and influence of soil characteristics. J. Haz. Mater. 47 3 (2007) 862-870
14. Covelo E.F., Andrade M.L., and Vega F.A. Competitive sorption and desorption of heavy metals by individual soil components. J. Haz. Mater. 143 (2007) 419-430
15. Covelo, E.F., Matías, J.M., Vega, F.A., Reigosa, M.J., Andrade, M.L., submitted for publication. Use of CARTs (Classification and Regression trees) for modeling heavy metals soil sorption and desorption. Geoderma.
16. Day P.R. Particle size analysis. In: Black C.A. (Ed). Methods of Soil Analysis, Part I (1965), American Society of Agronomy, Madison, WI
17. Evans L.J. Chemistry of metal retention by soils. Environ. Sci. Technol. 23 (1989) 1046-1056
18. Farrah H., and Pickering W.F. The sorption of lead and cadmium species by clay minerals. Aust. J. Chem. 30 (1977) 1417
19. Fontes M.P.F., de Matos A.T., da Costa L.M., and Neves J.C.L. Competitive adsorption of zinc, cadmium, copper, and lead in three highly-weathered Brazilian soils. Commun. Soil Sci. Plant Anal. 31 (2000) 2939-2958
20. Galantini J.A., Rosell R.A., and Iglesias J.O. Determinación de materia orgánica empleando el método de Walkley y Black en fracciones granulométricas del suelo. Cienc. Suelo 12 (1994) 81-83
21. Gomes P.C., Fontes M.P.F., da Silva D.G., Mendonça E.d.S., and Netto A.R. Selectivity sequence and competitive adsorption of heavy metals by Brazilian soils. Soil Sci. Soc. Am. J. 65 2001 (2001) 1115-1121
22. Grove J.H., and Ellis B.J. Extractable chromium as related to soil pH and applied chromium. Soil Sci. Soc. Am. J. 44 (1980) 238-242
23. Hendershot W.H., and Duquette M. A simple barium chloride method for determining cation exchange capacity and exchangeable cations. Soil Sci. Soc. Am. J. 50 (1986) 605-608
24. Kabata-Pendias A. Trace Elements in Soils and Plants (2001), CRC Press, Boca Raton, Florida, USA
25. Kabata-Pendias A., and Krakowiak A. Soil parameters as a base for the calculation of background heavy metal status. In: Wilkens R.D., Förstner U., and Knöchel A. (Eds). Int. Conf. Heavy Metals in the Environment vol. 1 (1995) 398
26. Karathanasis A.D. Subsurface migration of copper and zinc mediated by soil colloids. Soil Sci. Soc. Am. J. 63 (1999) 830-838
27. Kinniburgh D.G., Van Riemsdijk W.H., Koopal L.K., Borkovec M., Benedetti M.F., and Avena M.J. Ion binding to natural organic matter: competition, heterogeneity, stoichiometry and thermodynamic consistency. Colloids Surf., A Physicochem. Eng. Asp. 151 1-2 (1999) 147-166
28. Klamberg H., Matthes G., and Pekdeger A. Organo-metal complexes as mobility determining factors of inorganic toxic elements in porous media. In: Bar-Yosef B., et al. (Ed). Inorganic contaminants in the vadose zone (1989), Springer-Verlag, NY 3-17
29. Madrid L., and Diez-Barrientos E. Influence of carbonate on the reaction of heavy metals in soils. J. Soil Sci. 43 (1992) 709-721
30. Maftoun M., Karimian N., and Moshiri F. Sorption characteristics of copper(II) in selected calcareous soils of Iran in relation to soil properties. Commun. Soil Sci. Plant Anal. 33 13-14 (2002) 2279-2289
31. Matos A.T., de Fontes M.P.F., Jordão C.P., and da Costa L.M. Heavy metals mobility and retention forms in a Brazilian Oxisol. Rev. Bras. Cienc. Solo 20 (1996) 379-386
32. Moreno A.M., Quintana J.R., Pérez L., and Parra J.G. Factors influencing lead sorption-desorption at variable added metal concentrations in Rhodoxeralfs. Chemosphere 64 5 (2006) 758-763
33. Qin F., Shan X., and Wei B. Effects of low-molecular-weight organic acids and residence time on desorption of Cu, Cd, and Pb from soils. Chemosphere 57 (2004) 253-263
34. Rai D., Zachara J.M., Eary L.E., Girvin D.C., Moore D.A., Resch C.T., Sass B.M., and Schmidt R.L. Geochemical Behaviour of Chromium Species. EPRI-EA-4544 (1986), Electric Power Research Institute, Palo Alto, CA
35. Sherdrick B.H., and McKeague J.A. A comparison of extractable Fe and Al data using methods followed in the U.S.A. and Canada. Can. J. Soil Sci. 55 (1975) 77-78
36. Soil Conservation Service, U.S. Soil Survey Laboratory Methods And Procedures For Collecting Soils Samples, Soil Surv. Report (1972), USDA, Washington (USA)
37. Sparks D.L. Environmental Soil Chemistry (2002), Academic Press, San Diego, CA
38. Thomas G.W. Exchangeable cations. In: Page A.L., Miller R.H., and Keeney D.R. (Eds). Chemical and Microbiological Properties. Part 2. 2nd ed. Agronomy. Monogr. (1982), ASA and SSSA, Madison, WI 159-165
39. Walkey A., and Black I.A. An examination of the Degtjareff method for determining soil organic matter and a proposed modification of the chromic titration method. Soil Sci. 34 (1934) 29-38
40. Weng L.P., Lexmond T.M., Wolthoorn A., Temminghoff E.J.M., and Van Riemsdijk W.H. Phytotoxicity and bioavailability of nickel: chemical speciation and bioaccumulation. Environ. Toxicol. Chem. 22 (2003) 2180-2187
41. Weng L.P., Wolthoorn A., Lexmond T.M., Temminghoff E.J.M., and Van Riemsdijk W.H. Understanding the effects of soil characteristics on phytotoxicity and bioavailability of nickel using speciation models. Environ. Sci. Technol. 38 (2004) 156-162