Distribution of radionuclides in soils modelling the dependence on soil parameters
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1 Landesmessstelle für Radioaktivität Institut für Umweltphysik Fachbereich Physik/Elektrotechnik Distribution of radionuclides in soils modelling the dependence on soil parameters Volker Hormann and Helmut W. Fischer 6 th INSINUME Symposium, Brussels,
2 Contents model description model verification sensitivity study (variation of soil parameters) (redox sensitivity) discussion Volker Hormann 2 of 20
3 Model description Geochemical code: PHREEQC (Parkhurst and Appelo 1999) Complexation models used with PHREEQC: Dzombak and Morel (1990) Bradbury and Baeyens (2009, 2009) Tipping (Model VI, 2002) Model components: Ni,U,Se: oxalate extractable hydrous ferric oxides (HFO) DM Cs,Ni,U: clay minerals (illite as representative material, including frayed edge sites) BB Ni,U: immobile organic matter T Ni,U: dissolved organic matter (DOM) T soil solution solid phases Volker Hormann 3 of 20
4 calculated U concentration (mol/l) activity of Cs-134 in Bq/l Study of 18 different U-contaminated soils: Vandenhove et al. (2007) Model Verification Two Cs-contaminated soils: Nisbet (1995) 1,0E ,0E ,0E initial, experimental values final, experimental values final, PHREEQC model 1,0E ,0E-09 1,0E-09 1,0E-08 1,0E-07 1,0E-06 1,0E-05 measured U concentration (mol/l) 0 sand loam Figure 1. Comparison of measured and calculated U concentrations in soil solution Figure 2. Activity of 134 Cs in soil solution before and after treatment with 11.5 m potassium Volker Hormann 4 of 20
5 Reference soils (RefeSols) Refesol sand silt clay ph C org CEC eff Fe ox Al ox type 02-A Stagnic luvisol (loam) 04-A Gleyic podsol (sand) Table 1: characteristics of the reference soils, texture and C org in %, CEC eff (exchangeable Ca, Mg, H and Na) in mmolc/kg, oxalate-extractable oxides in g/kg, source: K.H. Weinfurtner, Fraunhofer Institute for Molecular Biology and Applied Ecology, Schmallenberg, Germany used in the Reference Biosphere Project in collaboration with BfS, HelmholtzZentrum Munich and GRS background: long-term radioecological risk assessment of nuclear waste disposal Volker Hormann 5 of 20
6 Assumptions for the Refesol model The composition of the soil solution of the Refesols is not yet known use of a standard soil solution for modeling: (concentrations are geometric means of ranges of frequent values, Scheffer/Schachtschabel 2010): Na K Mg Ca NH 4 Fe Al Si Cl N P S DOM Table 2: Composition of the standard soil solution (values in mg/l) Fe and Al determined by equilibrium with ferrihydrite and gibbsite no phosphate fertilization important for comparison with literature values DOC 27 mg/l, org. C 50% of org. matter concentration of contaminating nuclides: 1 Bq/kg DW ( 135 Cs, 63 Ni, 238 U and 79 Se) Volker Hormann 6 of 20
7 Calculated distribution coefficients comparison with literature values calculation using standard soil solution from Table 2 equilibration of initial soil solution with surface assemblage equilibration with contaminated soil solution RefeSol 2 (loam) RefeSol 4 (sand) log K d 2.0 log K d Cs Ni U Se -1.0 Cs Ni U Se Fig. 3: Logarithmic distribution coefficient compared to literature values (IAEA Tecdoc 1616) Volker Hormann 7 of 20
8 Important soil parameters and processes contaminant concentration dilution/evaporation clay (mineral) content Fe-/Al-oxides (oxalate extractable) immobile organic matter dissolved organic matter ph (redox state) conditions for modelling: saturated soil, no oxygen in solution Volker Hormann 8 of 20
9 change in % Concentration Concentration dependence of K d Cs Ni U Se , concentration in Bq/kg g saturation effects Volker Hormann 9 of 20
10 Dilution Dilution (Mixing with rainwater) 1.0E+04 Kd in l/kg 1.0E+03 Cs Ni U Se 1.0E % of original soil solution dilution but constant activity: g less competition by major ions Volker Hormann 10 of 20
11 Evaporation Kd in l/kg 1.0E E+03 Evaporation Cs Ni U Se must not be confused with the case of unsaturated soil (relative concentrations constant, same chemistry) 1.0E E water fraction evaporation at constant activity: g more competition by major ions Volker Hormann 11 of 20
12 K d in l/kg Clay content Clay content note linear scale! 2.5E E E+04 Cs 1.0E E+03 K d Ni: 150 l/kg (0 % clay) 200 l/kg (55 % clay) 0.0E clay content in % complexation on clay highly significant for Cs, moderate for Ni, negligible for U and Se (no clay sorption model for Se as yet) Volker Hormann 12 of 20
13 Content of Fe/Al oxides 1.0E+04 Fe/Al hydroxides (oxalate extractable) red: values for Luvisol (Refesol 2) Kd in l/kg 1.0E E+02 Ni Cs U Se 1.0E Fe in g/kg dry soil mass strong influence of Fe/Al oxides for U and Se Volker Hormann 13 of 20
14 Immobile organic matter Organic matter content Kd in l/kg 1.0E E+03 Cs Ni U Se red: values for Luvisol (Refesol 2) Soil density effects and blocking of mineral surface sites by org. matter not included 1.0E E org C in % strong influence on Ni, moderate on U, no model for Se binding as yet Volker Hormann 14 of 20
15 K d in l/kg Dissolved organic matter 1.0E+03 Dissolved organic matter 65 % of DOM is active average content of active DOM: 35.6 mg/l 1.0E+02 Ni U 1.0E active DOM in mg/l moderate to strong influence on Ni and U, none on Cs, no model for Se binding as yet Volker Hormann 15 of 20
16 CO 2 pressure (organic activity) 1.0E+04 CO 2 - pressure red: values for Luvisol (Refesol 2) Kd in l/kg 1.0E+03 Cs Ni U Se formation of carbonate complexes that keep U in solution, competition effects by carbonate sorption on Fe/Al oxides 1.0E E log CO 2 Volker Hormann 16 of 20
17 Variation of ph 1.0E+04 ph (equilibrium with Calcite) SI Gibbsite (ph >6) = 2 no precipitation reactions pe = E+03 Kd in l/kg 1.0E+02 Cs Ni U Se pe 1.0E E ph ph dependence of K d (U) in batch experiments (Vandenhove et al. 2007) Volker Hormann 17 of 20
18 Comparison of ranges K d ranges 1.0E+05 Kd in l/kg 1.0E E E+02 concentration evaporation dilution clay Feox pco2 ph/pe DOM org. C 1.0E+01 Cs Ni U Se Volker Hormann 18 of 20
19 Conclusions sensitivity study in many cases the distribution of radionuclides strongly depends on soil parameters the variation of a single parameter may change the K d by more than an order of magnitude the K d variations can reasonably be modelled by PHREEQC K d variability is important for predicting the influence of environmental conditions on radionuclide distributions in soils Volker Hormann 19 of 20
20 This work was funded by the German Federal Agency for Radiation Protection (Bundesamt für Strahlenschutz) Thank you! Volker Hormann 20 of 20
21 Appelo, C.A.J. und Postma, D Geochemistry, Groundwater and Pollution (2nd ed.). CRC Press, Boca Raton, Florida. Ashworth D.J., Moore J. und Shaw G Effects of soil type, moisture content, redox potential and methyl bromide fumigation on Kd values of radio-selenium in soil. Journal of Environmental Radioactivity 99, pp Bradbury, M.H. und Baeyens B A generalised sorption model for the concentration dependent uptake of caesium by argillaceous rocks. Journal of Contaminant Hydrology 42, pp Bradbury, M.H. und Baeyens B Sorption modelling on illite Part I: Titration measurements and the sorption of Ni, Co, Eu and Sn. Geochimica et Cosmochimica Acta 73, pp Bradbury, M.H. und Baeyens B Sorption modelling on illite. Part II: Actinide sorption and linear free energy relationships. Geochimica et Cosmochimica Acta 73, pp Dzombak, D.A. und Morel F.M.M Surface Complexation Modeling: Hydrous Ferric Oxide. Wiley-Interscience, New York. IAEA Technical Reports Series No Handbook of parameter values for the prediction of radionuclide transfer in terrestrial and freshwater environments. Vienna : International Atomic Energy Agency Nisbet A.F Effectiveness of soil-based countermeasures six months and one year after contamination of five diverse soil types with caesium-134 and strontium-90. Contract Report NRPB-M546. Chilton: National Radiation Protection Board. Scheffer/Schachtschabel Lehrbuch der Bodenkunde (16. Auflage), Spektrum Akademischer Verlag Heidelberg. Tipping, E Cation Binding by Humic Substances. Cambridge University Press, Cambridge, UK. Vandenhove H., Van Hees M., Wouters K. und Wannijn J Can we predict uranium bioavailability based on soil parameters? Part 1: Effect of soil parameters on soil solution uraniumconcentration. Environmental Pollution 145, pp Volker Hormann 21 of 20
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