Reconstruction of Incomplete Data Sets or Images Using Direct Sampling

Arpat B, Caers J (2007) Conditional simulations with patterns. Math Geol 39(2):177–203

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 202:230–247

Carle SF, Fogg GE (1997) Modeling spatial variability with one and multi-dimensional continuous Markov chains. Math Geol 7(29):891–918

Cornacchiulo D, Bagtzoglou C (2004) Geostatistical reconstruction of gaps in near-surface electrical resistivity data. Vadose Zone J 3:1215–1229

dell’Arciprete D, Felletti F, Bersezio R (2008) Simulation of fine-scale heterogeneity of meandering river aquifer analogues: comparing different approaches, paper presented at geoENV 2008. Southampton, 8–10 September, 2008

Deutsch C, Journel A (1992) GSLIB: geostatistical software library. Oxford University Press, Oxford

Deutsch C, Tran T (2002) FLUVSIM: A program for object-based stochastic modeling of fluvial depositional systems. Comput Geosci 2002(28):525–535

Fiorucci P, La Barbera P, Lanza L, Minciardi R (2001) A geostatistical approach to multisensor rain field reconstruction and downscaling. Hydrol Earth Syst Sci 5(2):201–213

Gómez-Hernández JJ, Wen X-H (1998) To be or not to be multi-Gaussian? A reflection on stochastic hydrogeology. Adv Water Resour 21(1):47–61

Goovaerts P (1997) Geostatistics for natural resources evaluation. Oxford University Press, Oxford

Guadagnini L, Guadagnini A, Tartakovski D (2004) Probabilistic reconstruction of geologic facies. J Hydrol 294:57–67

Guardiano F, Srivastava M (1993) Multivariate geostatistics: beyond bivariate moments. In: Geostatistics-Troia. Kluwer Academic, Amsterdam, pp 133–144

Hurley N, Zhang T (2009) Method to generate fullbore images using borehole images and multi-point statistics. In: SPE middle east oil and gas show and conference, 15–18 March 2009, Bahrain, Bahrain

Journel A, Isaaks E (1984) Conditional indicator simulation: application to a Saskatchewan deposit. Math Geol 16(7):685–718

Journel A, Zhang T (2006) The necessity of a multiple-point prior model. Math Geol 38(5):591–610

Kerrou J, Renard P, Hendricks-Franssen H-J, Lunati I (2008) Issues in characterizing heterogeneity and connectivity in non-multi-Gaussian media. Adv Water Resour 31(1):147–159

Khoshbakht F, Memarian H, Mohammadnia M (2009) Comparison of Asmari, Pabdeh and Gurpi formation’s fractures, derived from image log. J Petroleum Sci Eng 67(1–2):65–74

Kitanidis P (1986) Parameter uncertainty in estimation of spatial functions: Bayesian analysis. Water Resour Res 22(4):499–507

Kostic B, Aigner T (2007) Sedimentary architecture and 3-D ground penetrating radar analysis of gravelly meandering river deposits (Neckar valley, SW Germany). Sedimentology 54:789–808

Kumar D, Ahmed S (2008) Reconstruction of water level time series in an aquifer using geostatistical technique. In: Groundwater dynamics in hard rock aquifers. Springer, Berlin, pp 191–200

Lantuéjoul C (2002) Geostatistical simulation. Models and algorithms. Springer, Berlin

Lefranc M, Beaudoin B, Chiles J-P, Guillemot D, Ravenne C, Trouiller A (2008) Geostatistical characterization of Callovo–Oxfordian clay variability from high-resolution log data. Phys Chem Earth, Parts A/B/C 33(Supplement 1):S2–S13

Marache A, Riss J, Gentier S, Chiles J-P (2002) Characterization and reconstruction of a rock fracture surface by geostatistics. Int J Numer Anal Methods Geomech 26(9):873–896

Mariethoz G (2009) Geological stochastic imaging for aquifer characterization. University of Neuchâtel, Neuchâtel, Switzerland

Mariethoz G, Renard P, Cornaton F, Jaquet O (2009a) Truncated pluri-Gaussian simulations to characterize aquifer heterogeneity. Ground Water 47(1):13–24

Mariethoz G, Renard P, Froidevaux R (2009b) Integrating collocated auxiliary parameters in geostatistical simulations using joint probability distributions and probability aggregation. Water Resour Res 45:W08421

Mariethoz G (2010, in press) A general parallelization strategy for random path based geostatistical simulation methods. Comput Geosci

Mariethoz G, Renard P, Straubhaar J (2010, submitted) The direct sampling method to perform multiple-points simulations. Water Resour Res

Miall A (1996) The geology of fluvial deposits. Springer, New York

Mosley P (1982) Analysis of the effect of changing discharge on channel morphology and instream uses in a Braided river, Ohau river, New Zealand. Water Resour Res 18(4):800–812

Nichols G (1999) Sedimentology and stratigraphy. Blackwell, London

Okabe H, Blunt M (2004) Multiple-point statistics to generate pore space images. In: Geostatistics Banff. Springer, Berlin, pp 763–768

Ortiz JM, Deutsch CV (2004) Indicator simulation accounting for multiple-point statistics. Math Geol 36(5):545–565

Remy N, Boucher A, Wu J (2009) Applied geostatistics with SGeMS: A user’s guide. Cambridge University Press, Cambridge

Renard P, Gómez-Hernández J, Ezzedine S (2005) Characterization of porous and fractured media. In: Encyclopedia of hydrological sciences. Wiley, New York

Rubin Y, Lunt I, Bridge J (2006) Spatial variability in river sediments and its link with river channel geometry. Water Resour Res 42:W06D16

Saripally I (2008) Evaluating data conditioning accuracy of MPS algorithms and the impact on flow modeling. In: 21th SCRF Meeting, Stanford University, May 8–9, 2008

Shannon CE (1948) A mathematical theory of communication. Bell Syst Techn J 27:379–423

Straubhaar J, Walgenwitz A, Renard P, Froidevaux R (2008) Optimization issues in 3D multipoint statistics simulation, paper presented. Geostats 2008, 1–5 Dec 2008, Santiago, Chile

Strebelle S (2002) Conditional simulation of complex geological structures using multiple point statistics. Math Geol 34(1):1–22

Strebelle S, Payrazyan KJC (2002) Modeling of a deepwater turbidite reservoir conditional to seismic data using multiple-point geostatistics. In: The 2002 SPE annual technical conference and exhibition. San Antonio, September 29–October 2, SPE paper 77425

Wu H, Pollard D (2002) Imaging 3-D fracture networks around boreholes. AAPG Bull 86(4):593–604

Wu J, Boucher A, Zhang T (2008) A SGeMS code for pattern simulation of continuous and categorical variables: FILTERSIM. Comput Geosci 34(12):1863–1876

Youngseuk K, Mukerji T, Amos N (2004) Permeability prediction from thin sections: 3D reconstruction and Lattice–Boltzmann flow simulation. Geophys Res Lett 31:(L04606)

Zappa G, Bersezio R, Felletti F, Giudici M (2005) Modeling heterogeneity of gravel-sand, braided stream, alluvial aquifers at the facies scale. J Hydrol 325(1–4):134–153

Zhang T, Switzer P, Journel A (2006) Filter-based classification of training image patterns for spatial simulation. Math Geol 38(1):63–80