Comparaison de trois méthodes géostatistiques pour des simulations d’hydrofaciès: un test sur des sédiments alluvionnaires
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Alabert FG, Aquitaine E, Modot V (1992) Stochastic models of reservoir heterogeneity: impact on connectivity and average permeabilities. Society of Petroleum Engineers, Richardson, TX
Allard D (1994) Simulating a geological lithofacies with respect to connectivity information using the truncated Gaussian model. In: Armstrong M, Dowd PA (eds) Geostatistical Simulations 197–211. Kluwer, Dordrecht, The Netherlands
Allard D, The HERESIM Group (1993) On the connectivity of two random set models: the truncated Gaussian and the Boolean. In: Soares A (ed) Geostatistics Tróia, 92nd edn. Kluwer , Dordrecht, The Netherlands, pp 467–478
Allard D, D’Or D, Froidevaux R (2011) An efficient maximum entropy approach for categorical variable prediction. Eur J Soil Sci 62:381–393. doi: 10.1111/j.1365-2389.2011.01362.x
Bastante FG, Ordóñez C, Taboada J, Matías JM (2008) Comparison of indicator kriging, conditional indicator simulation and multiple-point statistics used to model slate deposits. Eng Geol 98:50–59
Bersezio R, Giudici M, Mele M (2007) Combining sedimentological and geophysical data for high-resolution 3-D mapping of fluvial architectural elements in the Quaternary Po plain (Italy). Sediment Geol 202:230–248
Bogaert P (2002) Spatial prediction of categorical variables: the Bayesian maximum entropy approach. Stoch Env Res Risk A 16:425–448
Bordley R (1982) A multiplicative formula for aggregating probability assessments. Manage Sci 28:1137–1148
Cabello P, Cuevas JL, Ramos E (2007) 3D modelling of grain size distribution in Quaternary deltaic deposits (Llobregat Delta, NE Spain). Geol Acta 5:231–244
Caers J (2001) Geostatistical reservoir modelling using statistical pattern recognition. J Pet Sci Eng 29:177–188
Carle SF (1999) T-PROGS: transition probability geostatistical software version 2.1. University of California, Davis, CA
Carle SF, Labolle EM, Weissmann GS, Van Brocklin D, Fogg GE (1998) Conditional simulation of hydrofacies architecture: a transition probability/Markov approach. In: Fraser GS, Davis JM (eds) Hydrogeologic models of sedimentary aquifers. Special Publication, Concepts in Hydrogeology and Environmental Geology, SEPM, Tulsa, OK, pp 147–170
Casar-González R (2001) Two procedures for stochastic simulation of vuggy formations. SPE Paper 69663, SPE, Richardson, TX
Christakos G (1990) A Bayesian/maximum entropy view to spatial estimation problem. Math Geol 30:435–462
Comunian A, Renard P, Straubhaar J, Bayer P (2010) Three-dimensional high resolution fluvio-glacial aquifer analog: part 2, geostatistical modeling. J Hydrol 40:10–23
dell’Arciprete D (2005) Caratterizzazione di un analogo di acquifero fluviale meandriforme [Characterisation of an aquifer analog in a meandering river environment], Degree Thesis, Università degli Studi di Milano, Italy
dell’Arciprete D (2010) Connectivity, flow and transport models in a point bar-channel aquifer analogue. PhD thesis, Università degli Studi di Milano, Italy
dell’Arciprete D, Felletti F, Bersezio R (2010a) Simulation of fine-scale heterogeneity of meandering river aquifer analogues: comparing different approaches. In: Atkinson PM, Lloyd CD (eds) geoENV VII – Geostatistics for Environmental Applications: quantitative geology and geostatistics 16: 127–137. Springer, Heidelberg, Germany
dell’Arciprete D, Bersezio R, Felletti F, Giudici M, Vassena C (2010b) Simulation of heterogeneity in a point-bar/channel aquifer analogue. Mem Descr Carta Geol Ital 90:85–96
dell’Arciprete D, Baratelli F, Bersezio R, Felletti F, Giudici M, Vassena C, Carrera J (2010c) Relating facies connectivity to flow and transport properties for a point bar-channel aquifer analogue. In: XVIII International Conference on Water Resources. CIMNE, Barcelona, 2010
Deutsch CV, Journel AG (1998) GSLIB: Geostatistical Software Library—and user’s guide, 2nd edn. Oxford University Press, New York
Falivene O, Arbués P, Gardiner A, Pickup G, Muñoz JA, Cabrera L (2006) Best practice stochastic facies modeling from a channel-fill turbidite sandstone analog (the Quarry outcrop, Eocene Ainsa basin, northeast Spain). AAPG Bull 90:1003–1029
Falivene O, Cabrera L, Muñoz JA, Arbués P, Fernández O, Sáez A (2007) Statistical grid-based facies reconstruction and modelling for sedimentary bodies Alluvial-palustrine and turbiditic examples. Geol Acta 5:199–230
Felletti F, Bersezio R, Giudici M (2006) Geostatistical simulation and numerical upscaling, to model groundwater flow in a sandy gravel, braided river, aquifer analogue. J Sediment Res 76:215–1229
Fleckenstein JH, Niswonger RG, Fogg GE (2006) River-aquifer interactions, geologic heterogeneity, and low-flow management. Ground Water 44:837–852
Fogg GE, Noyes CD, Carle SF (1998) Geologically-based model of heterogeneous hydraulic conductivity in an alluvial setting. Hydrogeol J 6:131–143
Gómez-Hernández JJ, Wen XH (1998) To be or not to be multi-Gaussian? A reflection on stochastic hydrogeology. Adv Water Resour 21:47–61
Guardiano F, Srivastava RM (1993) Multivariate geostatistics: beyond bivariate moments. In: Soares A (ed) Geostatistics-Troia. Kluwer, Dordrecht, The Netherlands, pp 133–144
He Y, Hu K, Li B, Chen D, Suter HC, Huang Y (2009) Comparison of sequential indicator simulation and transition probability indicator simulation used to model clay content in microscale surface soil. Soil Sci 174:395–402
Hu LY, Chugunova T (2008) Multiple-point geostatistics for modeling subsurface heterogeneity: a comprehensive review. Water Resour Res 44:W11413
Journel AG, Alabert F (1989) Non-Gaussian data expansion in the earth sciences. Terra Nova 1:123–134
Journel AG, Gómez-Hernández JJ (1993) Stochastic imaging of the Wilmington Clastic Sequence. Society of Petroleum Engineers Formation Evaluation March, SPE, Richardson, TX, pp 33–40
Journel AG, Gundeso R, Gringarten E, Yao T (1998) Stochastic modelling of a fluvial reservoir: a comparative review of algorithms. J Pet Sci Eng 21:95–121
Klise KA, Weissmann GS, McKenna SA, Nichols EM, Frechette JD, Wawrzyniec TF, Tidwell VC (2009) Exploring solute transport and streamline connectivity using LiDAR-based outcrop images and geostatistical representations of heterogeneity. Water Resour Res. doi: 10.1029/2008WR007500
Knudby C, Carrera J (2005) On the relationship between indicators of geostatistical, flow and transport connectivity. Adv Water Resour 28:405–421
Lee S-Y, Carle SF, Fogg GE (2007) Geologic heterogeneity and a comparison of two geostatistical models: sequential Gaussian and transition probability-based geostatistical simulation. Adv Water Resour 30:1914–1932
Liu Y, Harding A, Abriel W, Strebelle S (2004) Multiplepoint simulation integrating wells, 3D seismic data and geology. Am Assoc Pet Geol Bull 88:905–922
Liu Y, Harding A, Gilbert R, Journel A (2005) A workflow for multiple-point geostatistical simulation. In: Leuangthong O, Deutsch CV (eds) Geostatistics Banff 2004. Springer, Heidelberg, pp 245–254
Mele M (2004) Metodi geofisici e geologici per la caratterizzazione degli acquiferi [Geophysical and geological methods for aquifer characterisation]. Degree Thesis, Università degli Studi di Milano, Italy
Okabe H, Blunt MJ (2005) Pore space reconstruction using multiple-point statistics. J Pet Sci Eng 46:121–137
Ortiz JM, Deutsch CV (2004) Indicator simulation accounting for multiple-point statistics. Math Geol 36:545–565
Ortiz JM, Emery X (2005) Integrating multiple-point statistics into sequential simulation algorithms. In: Leuangthong O, Deutsch CV (eds) Geostatistics Banff 2004. Springer, Heidelberg, pp 969–978
Proce CJ, Ritzi RW, Dominic DF, Dai Zh (2004) Modeling multiscale heterogeneity and aquifer interconnectivity. Ground Water 42:658–670
Renard Ph, Caers J (2008) Conditioning facies simulations with connectivity data. In: Proceedings of the VIII Geostatistical Congress. Santiago, Chili, December 2008
Ritzi RW (2000) Behaviour of indicator variogram and transition probabilities in relation to the variance in lengths of hydrofacies. Water Resour Res 36:3375–3381
Scheibe TD, Murray CJ (1998) Simulation of geologic patterns: a comparison of stochastic simulation techniques for groundwater transport modelling In: Fraser GS, Davis JM (eds) Special publication of the SEPM (Society for Sedimentary Geology), Tulsa, OK, pp 107–118
Seifert D, Jensen JL (1999) Using sequential indicator simulation as a tool in reservoir description: issues and uncertainties. Geology 31:527–550
Seifert D, Jensen JL (2000) Object and pixel-based reservoir modeling of a braided fluvial reservoir. Math Geol 32:581–603
Soares A (1998) Sequential indicator simulation with correction for local probabilities. Math Geol 30:761–765
Straubhaar J, Renard P, Mariethoz G, Froidevaux R, Besson O (2011) An improved parallel multiple-point algorithm. Math Geosci 43:305–328. doi: 10.1007/s11004-011-9328-7
Strebelle S (2002) Conditional simulation of complex geological structures using multiple-point statistics. Math Geol 34:1–21
Strebelle S, Payrazyan K, Caers J (2003) Modeling of a deepwater turbidite reservoir conditional to seismic data using principal component analysis and multiple-point geostatistics. SPE J 8:227–235
Sweet ML, Blewden CJ, Carter AM, Mills CA (1996) Modeling heterogeneity in a low-permeability gas reservoir using geostatistical techniques, Hyde Field, southern North Sea. AAPG Bull 80:1719–1735
Vassena C, Cattaneo L, Giudici M (2009) Assessment of the role of facies heterogeneity at the fine scale by numerical transport experiments and connectivity indicators. Hydrogeol J. doi: 10.1007/s10040-009-0523-2
Weissmann GS, Fogg GE (1999) Multi-scale alluvial fan heterogeneity modeled with transition probability geostatistics in a sequence stratigraphic framework. J Hydrol 226:48–65
Weissmann GS, Carle SF, Fogg GE (1999) Three-dimensional hydrofacies modeling based on soil surveys and transition probability geostatistics. Water Resour Res 35:1761–1770
Western A, Bloschl G, Grayson RB (2001) Toward capturing hydrologically significant connectivity in spatial patterns. Water Resour Res 37:83–97
Zappa G, Bersezio R, Felletti F, Giudici M (2006) Modeling aquifer heterogeneity at the facies scale in gravel-sand braided stream deposits. J Hydrol 325:134–153
Zhang C, Li W (2007) Comparing a fixed-path Markov chain geostatistical algorithm with sequential indicator simulation in categorical variable simulation from regular samples. GI Sci Remote Sens 44:251–266
