Multiple batch extraction test to estimate contaminant release parameters using a Bayesian approach

Journal of Contaminant Hydrology

Volumn 95, Issue 3-4, 2008, Pages 168-182

  Iden, S C ^a   Durner, W ^a  

^a TECHNICAL UNIVERSITY OF BRAUNSCHWEIG   (Germany)

Author keywords

Batch extraction test; Batch leaching test; Bayesian Statistics; Contaminant release; Parameter estimation; Soil contamination; Uncertainty analysis

Indexed keywords

ALGORITHMS; BAYESIAN NETWORKS; CONCENTRATION (PROCESS); HAZARDOUS MATERIALS; IMPURITIES; LEACHING; MONTE CARLO METHODS; PHASE EQUILIBRIA; SOILS;

BATCH EXTRACTION TEST; BATCH LEACHING TEST; SOIL CONTAMINATION;

GROUNDWATER POLLUTION;

ALGORITHMS; BAYESIAN NETWORKS; CONCENTRATION (PROCESS); GROUNDWATER POLLUTION; HAZARDOUS MATERIALS; IMPURITIES; LEACHING; MONTE CARLO METHODS; PHASE EQUILIBRIA; SOILS;

ALGORITHM; BAYESIAN ANALYSIS; ENVIRONMENTAL IMPACT ASSESSMENT; EXPERIMENTAL STUDY; EXTRACTION METHOD; GROUNDWATER POLLUTION; GUIDELINE; HYDROLOGICAL MODELING; ISOTHERM; LEACHING; MARKOV CHAIN; MONTE CARLO ANALYSIS; POLARIZATION; POLLUTANT TRANSPORT; RECYCLING; SENSITIVITY ANALYSIS; SOIL POLLUTION; UNCERTAINTY ANALYSIS;

ALGORITHM; ARTICLE; BAYES THEOREM; EXTRACTION; LIQUID PHASE MICROEXTRACTION; MEASUREMENT; MONTE CARLO METHOD; PRIORITY JOURNAL; SENSITIVITY ANALYSIS; WATER CONTAMINATION;

ALGORITHMS; BAYES THEOREM; ENVIRONMENTAL MONITORING; ENVIRONMENTAL POLLUTION; MONTE CARLO METHOD; SOIL POLLUTANTS;

EID: 38049062913     PISSN: 01697722     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jconhyd.2007.09.004     Document Type: Article

References (47)

1. Altfelder S., Streck T., and Richter J. Nonsingular sorption of organic compounds in soil: the role of slow kinetics. Journal of Environmental Quality 29 (2000) 917-925
2. Bates B.C., and Campbell E.P. A Markov Chain Monte Carlo scheme for parameter estimation and inference in conceptual rainfall-runoff modeling. Water Resources Research 37 (2001) 937-974
3. Bates D.M., and Watts D.G. Nonlinear regression analysis and its applications. Wiley Series in Probability and Mathematical Statistics: Applied Probability and Statistics (1988), Wiley, New York
4. Beck M.B. Water quality modeling: a review of the analysis of uncertainty. Water Resources Research 23 (1987) 1393-1442
5. Blum W.E.H., Busing J., and Montanarella L. Research needs in support of the European thematic strategy for soil protection. Trends in Analytical Chemistry 23 10-11 (2004) 680-685
6. Boesten J.J.T.I. Influence of solid/liquid ratio on the experimental error of sorption coefficients in pesticide/soil systems. Pesticide Science 30 1 (1990) 31-34
7. Box G.E.P., and Tiao G.C. Bayesian Inference in Statistical Analysis (1992), Wiley, New York
8. Brooks S.P. Markov Chain Monte Carlo and its application. The Statistician 47 (1998) 69-100
9. Brooks S.P., and Gelman A. General methods for monitoring convergence of iterative simulations. Journal of Computational and Graphical Statistics 7 (1998) 434-455
10. COM, 16.04.2002. Towards a Thematic Strategy for Soil Protection. Tech. Rep. 179 Final, Commission of the European Communities (2002)
11. Cowles M.K., and Carlin B.P. Markov Chain Monte Carlo convergence diagnostics: a comparative review. Journal of the American Statistical Association 91 434 (1996) 883-904
12. DIN 38414-4. German Standard Procedure for the Investigation of Water, Wastewater and Sludge. Determination of the Elutability with Water (S4) (1984)
13. Donaldson J.R., and Schnabel R.B. Computational experience with confidence regions and confidence intervals for nonlinear least squares. Technometrics 29 1 (1987) 67-82
14. Draper N.R., and Smith H. Applied regression analysis. Wiley Series in Probability and Statistics. 3rd Edition (1998), John Wiley & Sons, New York
15. Federal Bulletin. Federal Soil Protection and Contaminated Site Ordinance-BBodSchV: BGBl I (1999)
16. Förstner U. Metal speciation - general concepts and applications. International Journal of Environmental Analytical Chemistry 51 (1993) 5-23
17. Gäbler H.E., Bahr A., and Mieke B. Determination of the interchangeable heavy-metal fraction in soils by isotope dilution mass spectrometry. Fresenius' Journal of Analytical Chemistry 365 (1999) 409-414
18. Gelman A., Carlin J.B., Stein H.S., and Rubin D.B. Bayesian Data Analysis (2004), Chapman & Hall, Boca Raton
19. Gelman A., and Rubin D.B. Inference from iterative simulation using multiple sequences. Statistical Science 7 (1992) 457-511
20. Hastings W.K. Monte-Carlo sampling methods using Markov Chains and their applications. Biometrika 57 (1970) 97-109
21. Hill M.C. Methods and Guidelines for Effective Model Calibration. Tech. Rep. Water Resources Investigations Report 98-4005 (1998), U.S. Geological Survey
22. Kinniburgh D. General purpose adsorption isotherms. Environmental Science & Technology 20 (1986) 895-904
23. Kuczera G., and Parent E. Monte Carlo assessment of parameter uncertainty in conceptual catchment models: the Metropolis algorithm. Journal of Hydrology 211 (1998) 69-85
24. Lichtfuss R. Verfahren zur Abschätzung von anorganischen Schadstof fkonzentrationen im Sickerwasser nach der Bundesbodenschutzverordnung (BBodSchV). Mitteilungen der Deutschen Bodenkundlichen Gesellschaft 92 (2000) 43-46
25. Lichtfuss R. Verfahren zur Abschätzung von anorganischen Schadstoffkonzentrationen im Sickerwasser nach der Bundesbodenschutzverordnung - Vergleichbarkeit, Messunsicherheit, Aussagefähigkeit. In: Röder R., and Schertler C. (Eds). Sickerwasserprognose - Forschung und Praxis, 56. Fachtagung des Bayerischen Landesamts für Wasserwirtschaft. Vol. 56 of Münchener Beiträge (2003), Oldenbourg Industrieverlag, München 187-212
26. Matschonat G., and Vogt R. Assessment of a laboratory method to obtain the equilibrium solution composition of forest soils. European Journal of Soil Science 48 (1997) 545-552
27. McDonald L.M.J., and Evangelou V.P. Optimal solid-to-solution ratios for organic chemical sorption experiments. Soil Science Society of America Journal 61 (1997) 1655-1659
28. Metropolis N., Rosenbluth A.W., Rosenbluth M.N., Teller A.H., and Teller E. Equations of state calculations by fast computing machines. Journal of Chemical Physics 21 (1953) 1087-1091
29. Mon J., Flury M., and Harsh J. Sorption of four triarylmethane dyes in a sandy soil determined by batch and column experiments. Geoderma 133 3-4 (2006) 217-224
30. Omlin M., and Reichert P. A comparison of techniques for the estimation of model prediction uncertainty. Ecological Modelling 115 (1999) 45-59
31. Press W.H., Teukolsky S.A., Vetterling W.T., and Flannery B.P. Numerical Recipes in Fortran. The Art of Scientific Computing (1992), Cambridge University Press, Cambridge, New York
32. Quevauviller P., van der Sloot H.A., Ure A., Muntau H., Gomez A., and Rauret G. Conclusions of the workshop: harmonization of leaching/extraction tests for environmental risk assessment. Science of The Total Environment 178 1-3 (1996) 133-139
33. Reichert P., and Omlim M. On the usefulness of overparameterized ecological models. Ecological Modelling 96 (1997) 289-299
34. Rhoades J.D. Soluble salts. In: Page A.L., Miller R.H., and Keeney D.R. (Eds). Methods of Soil Analysis: Part 2: Chemical and Microbiological Properties. Monograph No. 9. 2nd Edition (1982), American Society of Agronomy, Madison, Wisconsin 167-178
35. Sahuquillo A., Rigol A., and Rauret G. Comparison of leaching tests for the study of trace metals remobilisation in soils and sediments. Journal of Environmental Monitoring 4 6 (2002) 1003-1009
36. Sahuquillo A., Rigol A., and Rauret G. Overview of the use of leaching/extraction tests for risk assessment of trace metals in contaminated soils and sediments. Trends in Analytical Chemistry 22 3 (2003) 152-159
37. Schulthess C.P., and Dey D.K. Estimation of Langmuir constants using linear and nonlinear least squares regression analyses. Soil Science Society of America Journal 60 (1996) 433-442
38. Shuman L.M. Effect of ionic strength and anions on zinc adsorption by two soils. Soil Science Society of America Journal 50 (1986) 1438-1442
39. Spriet J. Structure characterization - an overview. In: Barker H., and Young P. (Eds). Identification and System Parameter Estimation-Proceedings of the Seventh IFAC/IFORS Symposium (1985), Pergamon Press, Oxford 749-756
40. Staunton S. Sensitivity analysis of the distribution coefficient, Kd, of nickel with changing soil chemical properties. Geoderma 122 (2004) 281-290
41. Tierney L. Markov Chains for exploring posterior distributions. The Annals of Statistics 22 4 (1994) 1701-1762
42. Ulrich B., and Khanna P.K. Desorption and dissolution of salts from soils as a function of soil:water ratio. Soil Science 114 4 (1972) 250-253
43. Utermann J., Gäbler H., Hindel R., Kues J., Mederer J., and Pluquet E. Schwermetallgehalte im Bodenwasser - Ein Vergleich von drei Extraktionsverfahren. Zeitschrift fur angewandte Geologie 44 (1998) 204-209
44. van der Sloot H.A., Heasman L., and Quevauviller P. Harmonization of Leaching/Extraction tests. Vol. 70 of Studies in Environmental Science (1997), Elsevier, Amsterdam
45. Vrugt J.A., and Bouten W. Validity of first-order approximations to describe parameter uncertainty in soil hydrologic models. Soil Science Society of America Journal 66 (2002) 1740-1751
46. Vrugt J.A., Gupta H.V., Bouten W., and Sorooshian S. A shuffled complex evolution metropolis algorithm for optimization and uncertainty assessment of hydrologic model parameters. Water Resources Research 39 8 (2003) 1201
47. Washington State Department of Ecology. An Assessment of Laboratory Leaching Tests for Predicting the Impacts of Fill Material on Ground Water and Surface Water Quality. A Report to the Legislature. Tech. Rep., Washington State Department of Ecology (2003)