TECHNICAL PAPERS
Dec 4, 2009

Stochastic Simulation of Non-Gaussian 3D Conductivity Fields in a Fractured Medium with Multiple Statistical Populations: Case Study

Publication: Journal of Hydrologic Engineering
Volume 15, Issue 7

Abstract

This paper applies a stochastic inverse method, named as gradual conditioning (GC) method, to the fractured site of Äspö, Sweden, which is an underground hard rock laboratory initially designed as a potential future deep geological repository for spent nuclear fuel. The aim of this paper is (1) the verification of GC method in a real three-dimensional (3D) fractured rock medium, showing that the GC method is a competitive stochastic tool in highly heterogeneous aquifers, furthermore, it gathers a set of capabilities so far not included in any existing method; (2) to characterize the site as adequately as possible, experimental data are reproduced closely; (3) to provide measures on the uncertainty of the estimates by means of using multiple equally likely realizations, thus showing the importance of conditioning to as much information as possible in order to reduce the uncertainty; (4) to prove that this fractured media can be adequately modeled by assuming a (pseudo-) continuum media, or equivalent porous medium, in which fractures are represented by the introduction of discretization blocks of very high effective hydraulic conductivity (K) ; (5) to describe how to take advantage of the available geological information and how to properly integrate this secondary data in the GC method; (6) to efficiently model the statistical distribution of the hydraulic conductivity data by using the concept of multiple statistical populations (SPs); each fracture plane and the rock matrix represent an independent SP; and (7) to highlight that the GC method is able to deal with nonmulti-Gaussian distributions, thus allowing to reproduce existing preferential flow channels, and therefore, to obtain lower (safer) radionuclide travel times from the deep geological repository to the biosphere.

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Acknowledgments

Financial support from the Spanish Ministry of Science and Education (Ref. REN2003-06989) is gratefully acknowledged.

References

Andersson P., et al. (2002a). “TRUE block scale project. Final report. 1—Characterisation and model development.” Technical Rep. TR-02-13, Swedish Nuclear Fuel and Waste Management Company (SKB), SE-102 40, Stockholm, Sweden.
Andersson P., et al. (2003). “TRUE block scale project final report. 4—Synthesis of flow, transport and retention in the block scale.” Technical Rep. TR-02-16, Swedish Nuclear Fuel and Waste Management Company (SKB), SE-102 40, Stockholm, Sweden.
Andersson P., Byegård J., and Winberg, A. (2002b). “TRUE block scale project final report. 2—Tracer tests in the block scale.” Technical Rep. TR-02-14, Swedish Nuclear Fuel and Waste Management Company (SKB), SE-102 40, Stockholm, Sweden.
Capilla, J. E., and Llopis-Albert, C. (2009). “Gradual conditioning of non-Gaussian transmissivity fields to flow and mass transport data. 1. Theory.” J. Hydrol., 371(1–4), 66–74.
Capilla, J. E., Rodrigo, J., Gómez-Hernández, J. J., and Llopis-Albert, C. (2002). “Three dimensional stochastic modeling of conductivity fields in a fractured rock medium.” Annual Conf. of the Int. Association for Mathematical Geology, Int. Association for Mathematical Geology, Berlin.
Gómez-Hernández, J. J., Hendricks Franssen, H. J. W. M., and Cassiraga, E. F. (2001). “Stochastic analysis of flow response in a three-dimensional fractured rock mass block.” Int. J. Rock Mech. Min. Sci., 38, 31–44.
Gómez-Hernández, J. J., and Journel, A. G. (1993). “Joint simulation of MultiGaussian random variables.” Geostatistics tróia´92, A. Soares, ed., Vol. 1, Kluwer, Dordrecht, The Netherlands, 85–94.
Gómez-Hernández, J. J., and Srivastava, R. M. (1990). “ISIM3D: An ANSI-C three-dimensional multiple indicator conditional simulation program.” Comput. Geosci., 16(4), 395–440.
Hendricks-Franssen, H. J. W. M., and Gómez-Hernández, J. J. (2002). “3D inverse modelling of groundwater flow at a fractured site using a stochastic continuum model with multiple statistical populations.” Stochastic Environ. Res. Risk Assess., 16, 155–174.
Hu, L. Y. (2000). “Gradual deformation and iterative calibration of Gaussian related stochastic models.” Math. Geol., 32(1), 87–108.
Llopis-Albert, C. (2008). “Modelación inversa estocástica no multiGaussiana condicionada a datos de flujo y transporte.” Ph.D. thesis, Technical Univ. of Valencia, 274.
Llopis-Albert, C., and Capilla, J. E. (2009a). “Gradual conditioning of non-Gaussian transmissivity fields to flow and mass transport data. 2 demonstration on a synthetic aquifer.” J. Hydrol.. 371, 53–65.
Llopis-Albert, C., and Capilla, J. E. (2009b). “Gradual conditioning of non-Gaussian transmissivity fields to flow and mass transport data. 3. Application to the macrodispersion experiment (MADE-2) site, on Columbus Air Force Base in Mississippi (USA).” J. Hydrol., 371(1–4), 75–84.
Neupauer, R. M., and Wilson, J. L. (1999). “Adjoint method for obtaining backward-in-time location and travel time probabilities of a conservative groundwater contaminant.” Water Resour. Res., 35(11), 3389–3398.
Poteri A., et al. (2002). “TRUE block scale project. Final report. 3—Modelling of flow and transport.” Technical Rep. TR-02-15, Swedish Nuclear Fuel and Waste Management Company (SKB), SE-102 40, Stockholm, Sweden.
Roggero, F., and Hu, L. (1998). “Gradual deformation of continuous geostatistical models for history matching.” SPE Annual Technical Conf. and Exhibition, New Orleans Society of Petroleum Engineers.
Stanfors, R., Rhén, I., Tullborg, E. L., and Wikberg, P. (1999). “Overview of the geological and hydrogeological conditions of the Äspö hard rock laboratory site.” Appl. Geochem., 14, 819–834.
Svensson, U. (1997). “A regional analysis of groundwater flow and salinity distribution in the Äspö area.” Technical Rep. TR-97-09, Swedish Nuclear Fuel and Waste Management Company (SKB), SE-102 40, Stockholm, Sweden.

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Published In

Go to Journal of Hydrologic Engineering
Journal of Hydrologic Engineering
Volume 15Issue 7July 2010
Pages: 554 - 566

History

Received: Dec 4, 2008
Accepted: Nov 22, 2009
Published online: Dec 4, 2009
Published in print: Jul 2010

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Authors

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C. Llopis-Albert [email protected]
Senior Scientist, Institute for Water and Environmental Engineering, Universidad Politécnica de Valencia, Camino de Vera s/n., 46022 Valencia, Spain (corresponding author). E-mail: [email protected]
J. E. Capilla [email protected]
Professor, Institute for Water and Environmental Engineering, Universidad Politécnica de Valencia, Camino de Vera s/n., 46022 Valencia, Spain. E-mail: [email protected]

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