Students' publication list

1983 Verly, G. The Multigaussian approach and its application to the estimation of local reserves. Math . Geol., v. 15, no. 2, pp. 259-286.

1983 Omre, H. The combination of subjective information and drill-hole data for estimating the size of an elliptical target. Math. Geol., v. 15, no. 3, pp. 477-481.

1984 Buxton, B. Estimation variance of global recoverable reserves estimates. In Proceedings of the 2nd NATO ASI Geostat Tahoe 1983, Reidel Publ., Netherlands, v. 1 pp. 165-183.

1984 Guertin, K. Correcting for conditional unbiasedness. In Proceedings of 2nd NATO ASI Geostat Tahoe 1983, Reidel Publ., Netherlands, v. 1, pp. 245-260.

1984 Sullivan, J. Conditional recovery estimation through probability kriging: Theory and practice. In Proceedings of 2nd NATO in Geostat Tahoe 1983, Reidel Publ., Netherlands, v. 1, pp. 365-384.

1984 Isaaks, E. Indicator simulation: Application to the simulation of a high grade uranium mineralization. In Proceedings of 2nd NATO ASI Geostat Tahoe 1983, ed. Verly et al., Reidel Publ., Netherlands, v. 2, pp 1057-1069.

1984 Helwick, S. and Luster,G. Fluid flow modeling using a conditional simulation of porosity and permeability. In Proceedings of 2nd NATO ASI Geostat Tahoe 1983, Reidel Publ., Netherlands, v. 2, pp. 635-650.

1984 Solow, A. The analysis of 2nd order stationary processed, time series analysis, spectral analysis and geostatistics. In Proceedings of 2nd NATO ASI Geostat Tahoe 1983, Reidel Publ., Netherlands, v. 1, pp. 573-585.

1984 Lemmer, I.C. Estimating local recoverable reserves via indicator kriging. In Proceedings of 2nd NATO ASI Geostat Tahoe 1983, Reidel Publ., Netherlands, v.1, pp. 495-515.

1984 Verly, G. The block distribution given a point multivariate normal distribution. In proceedings of 2nd NATO ASI Geostat Tahoe 1983, Reidel Publ., Netherlands, v.1, pp. 495-515.

1984 Omre, H. The variogram and its estimation. In proceedings of 2nd NATO ASI Geostat Tahoe, 1983, Reidel Publ., Netherlands, v. 1, pp. 107-125.

1984 Dagbert, M., David, M., Croyel, D. and Desbarats, A.J. Computing variograms in folded strata-controlled deposits. In Proceedings of 2nd NATO ASI Geostat Tahoe 1983, Reidel Publ., Netherlands, v. L, pp. 71-89.

1985 Solow, A. Bootstrapping correlated data. Math. Geol., v. 17, pp. 769-775.

1986 Srivastava, R. M. Philip and Watson, Quo vadunt? Math. Geol., V. 18, no. 1, pp. 141-146.

1986 Solow, A. Mapping by simple indicator kriging. Math. Geol., v. 18, no. 3, pp. 335-352.

1986 Dubrule, O. and Kostov, C. An interpolation method taking into account inequality constraints: I. Methodology. Math. Geol., v. 18, no. 1, pp. 33-51.

1986 Kostov, C. and Dubrule, O. An interpolation method taking into account inequality constraints: II, Practical approach. Math. Geol., v. 18, no. 1, pp. 53-73.

1986 Luster, G. Homogenization and proportioning of mined materials; Application of conditional simulation of coregionalization. In Proceedings of the 19th APCOM Symposium, ed., R.V. Ramani, Publ. Soc. Of Mining Eng., pp. 163-172.

1986 Lemmer, C. Estimating an arbitrary bivariate distribution directly. In Proceedings of the 19th APCOM Symposium, ed., R. V. Ramani., Publ., Soc. Of Mining Eng., pp. 523-530.

1986 Lemmer, C. Mononodal indicator variography - Part I: Theory, Part II: Application to a computer-simulated deposit. Math. Geol., v. 18, no. 7, pp. 589-624.

1986 Verly, G. Multigaussian kriging. A complete case study. In Proceedings of the 19th APCOM Symposium, ed., R.V. Ramani, Publ. Soc. Of Mining Eng., pp. 283-298.

1986 Gomez-Hernandez, J.J. Una introduccion a la Geoestadistica y sus aplicaciones a las ciencias del agua. Revista de Obras Publicas, October 1986.

1987 Alabert, F. The practice of fast conditional simulations through the LU decomposition of the covariance matrix. Math. Geol., v. 19, no. 5, pp. 369-387.

1987 David, M. Production of conditional simulations via the LU triangular decomposition of the covariance matrix. Math. Geol., v. 19, no. 2 pp. 91-98.

1987 Davis, M. Generating large stochastic simulations. The matrix polynomial approximation method. Math. Geol., v. 19, no. 2, pp. 99-108.

1987 Guertin, K. A correction model for conditional bias in selective mining operation. Math., Geol., v. 19, pp. 407-424.

1987 Omre, H. Bayesian kriging. Merging observations and qualified guesses in kriging. Math. Geol., v. 19, no. 1, pp. 25-40.

1987 Srivastava, R.M. Minimum variance or maximum profitability. C.I.M., v. 80, no. 901, pp. 63-68.

1987 Desbarats, A.J. Numerical estimation of effective permeability in sand-shale formations. Water Res. Research, v. 23, no. 2, pp. 273-286.

1988 Schofield, N. Ore reserve estimation at the Enterprise gold mine Part I: Structural and variogram analysis. In Can. Inst. of Mining, v. 81, no. 909, pp. 56-61.

1988 Schofield, N. Ore reserve estimation at the Enterprise gold mine. Part II: The multi-Gaussian model. In Can. Inst. of Mining, v. 81, no. 909, pp. 62-66.

1988 Larkin, B.J. A Fortran 77 program to calculate areas of intersection between a set of grid blocks and polygons, in Computer & Geosciences, v. 14, no. 1, pp. 1-14.

1988 Isaaks, E.H. and Srivastava, R.M. Spatial continuity measures for probabilistic and deterministic measures, in Math. Geol., v. 20, no. 4, pp. 313-341.

1988 Desbarats, A.J. Estimation of effective permeabilities in the lower Stevens formation of the Paloma field, San Joaquin Valley, California. In SPE Reservoir Engineering, pp. 1301-1307.

1988 Deutsch, C.V. Estimating block effective permeability with Geotatistics and power averaging, SPE paper no. 15991.

1988 Alabert, F.A. and Mallet, J.L. A local grid updating scheme for interpolation. In Computers & Geosciences, v. 15, no. 6 pp. 1019-1023.

1989 Srivastava, M. and Parker, H. Robust measures of spatial continuity. In Geostatistics, Proc. of the 3rd Geostatistical Congress, Armstrong ed., Kluwer publ., Holland, p. 295-308.

1989 Alabert, F.A. Constraining description of randomly heterogeneous reservoirs to pressure test data: A Monte Carlo study. SPE paper no. 19600.

1989 Rubin, Y. and Dagan, G. Two case-studies of stochastic identification of aquifer hydraulic parameters and natural recharge, in Hydraulic Engineering, ed., M.A. Ports, Publ. American Society of Civil Engineers, NY, pp. 807-812.

1989 Isaaks, E.H. and Srivastava, R.M. Introduction to Applied Geostatistics, Oxford University Press, 561 p.

1989 Gomez-Hernandez, J.J. and Gorelick, S. Effective groundwater parameter value: Influence of spatial variability of hydraulic conductivity, leakage and recharge, in Water Resources Research, v. 25, no. 3, pp. 405-419.

1989 Rubin Y. and Gomez-Hernandez, J.J. A stochastic approach to the problem of upscaling of transmissivity in disordered media - 1: Theory and unconditional simulation, in Water Resources Research, vol. 26, no. 4, pp. 691-701.

1989 Rubin, Y. And Dagan, G. Two case-studies of stochastic identification of aquifer hydraulic parameters and natural recharge, in Hydraulic Engineering, ed., M.A. Ports, publ. American Society of Civil Engineers, NY, pp. 807-812.

1989 Deutsch, C.V. Calculating effective absolute permeability in sandstone/shale sequences, SPE Formation Evaluation, September 1989, pp. 343-348.

1989 Deutsch, C.V. Mineral inventory in vein type gold deposits case study on the Eastmain Deposit, in CIM Bulletin, v. 82, no. 930, pp. 62-67.

1989 Posa, D. and Rossi, M. Stationary and non-stationary kriging applied to dissolved oxygen data. Metron Int. Journal of Statistics, v. 47, pp. 1-4.

1990 Gomez-Hernandez, J.J. and Rubin, Y. Spatial averaging of statistically anisotropic point conductivities in optimizing the resources for water mamangement. In Proceedings of 19th ASCE, ed. Kahanbilvardi and Gooch, publ. ASCE, New York, pp. 566-571.

1990 Gomez-Hernandez, J.J. and Srivastava, R.M. ISIM3D: and Ansi-C 3 dimensional multiple indicator simulation. In Computers and Geosciences, v. 16, no. 4, pp. 395-440.

1990 Rossi, M. Impact of clustering in geostatistical analysis. In Proceedings of 22nd APCOM, publ. Tech Univ. Berlin, v. 2, pp. 589-599.

1990 Rossi M. and Posa, D. 3D mapping of dissolved oxygen in Mar Piccolo: a case study. In Environmental Geology and Water Sciences, v. 16, no. 3.

1991 Larkin, B.J. An Ansi C program to determine in expected linear time the vertices of the convex hull of a set of planar points. In Computers & Geosciences 17 (3), p. 431-443.

1991 Larkin, B.J. An Ansi C routine to determine if a point is within a specified convex polygon in logarithmic time. In Computers & Geosciences 17 (6), p. 841-847.

1992 Almeida, A.S., Tran, T. and Ballin, P. An Integrated Approach to Reservoir Studies Using Stochastic Simulation Techniques. In Gesotat Troia 1992, ed. Soares, Kluwer Publ., 1992.

1992 Murray, C.J. Indicator Simulation of Petrophysical Rock Types. In Geostat Troia 1992, ed. Soares, Kluwer Publ., 1992.

1992 Deutsch, C.V. Conditioning Reservoir Models to Well Test Information. In Geostat Troia 1992, ed., Soares, Kluwer Publ., 1992.

1992 Guardiano, F. and Srivastava, R.M. Multivariate Geostatistics: Beyond Bivariate Moments. In Geostat Troia 1992, ed. Soares, Kluwer Publ., 1992.

1992 Suro-Perez, V. Indicator Principal Component Kriging: The Multivariate Case. In Geostat Troia 1992, ed. Soares, Kluwer Publ., 1992.

1992 Gomez-Hernandez, J.J. Regularization of Hydraulic Conductivities: A Numerical Approach. In Geostat Troia 1992, ed. Soares, Kluwer Publ., 1992.

1993 Deutsch, C.V., Kriging in a Finite Domain. In Math. Geol., v. 25, no. 1, pp. 41-52.

1993 Deutsch, C.V. Algorithmically defined random function models. In Geostatistics for the next century, ed. Dimitrakopoulos, Kluwer, pp. 422-435.

1993 Goovaert, P. Spatial orthogonality of the principal components completed from coregionalized variables. In Math. Geol., v. 25, no. 3, pp. 281-302.

1994 Goovaerts, P. Comparison pf coIK, IK and MK performances for modeling conditional probabilities of categorical variables. In Geostatistics for the next century, ed. Dimitrakopoulos, publ. Kluwer, pp. 18-29.

1994 Deutsch, C.V. Kriging with Strings of Data. In Math. Geology v. 26, no. 5, pp. 623-638.

1994 Goovaerts, P. On a Controversial Method for Modeling a Coregionalization. In Math. Geol., v. 26, no. 2, pp. 197-204.

1994 Goovaerts, P. Comparative Performance of Indicator Algorithm for Modeling Conditional Probability Distribution Functions. In Math. Geol., v. 26, no. 3, pp. 389-412.

1994 Bourgault, G. Robustness of Noise Filtering by Factorial Kriging. In Math. Geol., v. 26, no. 6, pp. 733-752.

1995 Almeida, A. and Frykman, P. Geostatistical modeling of chalk reservoir properties in the Dan Field, Danish North Sea, Chapter 21 in Stochastic Modeling and Geostatistics, APPG Computer Applications in Geology, no. 3, eds. Yarus and Chambers, 1995, pp. 273-286.

1995 Murray, C.J. Identification and 3D modeling of petrophysical rock types. In ibid, Chapter 23, pp. 323-338.

1996 Thiele, M., Rao, S. and Blunt, M. Quantifying uncertainty in reservoir performance using streamtubes. In Math. Geol., v. 28, no. 7, pp. 843-856.

1996 Deutsch, C.V. and Wang, L. Hierarchical object-based stochastic modeling of fluvial reservoirs. In ibid, pp. 857-880.

1996 Gringarten, E., 3-D Geometric Description of Fractured Reservoirs. In ibid, pp. 881-894.

1996 Wang, L. Modeling Complex Reservoir Geometries with Multiple-Point Statistics. In ibid, pp. 895-908.

1996 Goovaerts, P. Stochastic Simulation of Categorical Variable Using a Classification Algorithm and Simulated Annealing, In ibid, pp. 909-922.

1996 Chu, J. Fast Sequential Indicator Simulation: Beyond Reproduction of Indicator Variograms. In ibid, pp. 923-936.

1996 Xu, W. Conditional Curvilinear Stochastic Simulation Using Pixel-Based Algorithms. In ibid, pp. 937-950.

1996 Yao, T. and Mukerji, T. Application of factorial kriging to improve seismic data integration. In Geostatistics Wollongong 96, ed. Baafi E. and Schofield, N., Kluwer publ., v. 1, pp. 350-361.

1996 Xu, W. Conditional Curvilinear Stochastic Simulation Using Pixel-Based Algorithms. In ibid, pp. 937-950.

1996 Tran, T. The missing scale and direct simulation of block effective properties. In J. of Hydrology 183, pp. 37-56.

1997 Glacken, I. Change of support and use of economic parameters for block selection. In ibid, v. 2, pp. 811-821.

1997 Kyriakidis, P. Selecting panels for remediation in contaminated soils via stochastic imaging. In ibid, v. 2, pp. 973-983.

1997 Yao, T. and Mukerji, T. Application of factorial kriging to improve seismic data integration. In Geostatistics Wollongong 96, ed. Baafi E. and Schofield, N. Kluwer publ., v. 1, pp. 350-351.

1997 Glacken, I. Change of support and use of economic parameters for block selection. In ibid,v.2, pp. 811-821.

1997 Kyriakidis, P. Selecting panels for remediation in contaminated soils via stochastic imaging. In ibid, v. 2, pp. 973-983.

1997 Loague, K. and Kyriakidis, K. Spatial and temporal variability in the R-5 infiltration data set: déjà vu and rainfall-runoff simulations. In Water Resources Research (33) (12) pp. 2883-3895.

1998 Yao, T. and Mukerji, T. Scale matching with factorial kriging for improved porosity estimation using seismic data. In Math. Geology (31) 1, p. 23.

1998 Yao, T. Non-parametric cross-covariance modeling as exemplified by soil heavy metal concentrations from the Swiss Jura. In Geoderma (88) p. 13.

1998 Goovaerts, P. Geostatistics for Natural Resources Valuation, Oxford Press, 483 p.

1998 Deutsch, C. and Wen, X. An improved perturbation mechanism for simulated annealing: In Math Geology (30) 7, pp. 501-816.

1998 Yao, T. Conditional spectral simulation with phase identification. In Math Geology (30)3, pp. 285-308.

1998 Yao, T. specsim: A Fortran 77 program for conditional spectral simulation in 3D. In Computers & Geosciences (24) 10, pp. 911-921.

1999 Yao, T. and Chopra, A. Integration of 2D seismic data into 3D facies modeling. In Journal of Petroleum Science and Engineering, in press.

1999 Wahlstrom, Loague, K. and Kyriakidis, P. Insular scale hydrologic response: Kaho’olalwe, Hawaii. In Journal of Environmental quality (28) pp. 481-492.

1999 Wahlstrom, E., Loague, K. and Kyriakidis, P. Hydrologic response: Kaho’olawe, Hawaii. In J. Environ. Qual. (24) 10, pp. 911-021.

1999 Kyriakidis, P.C., Deutsch, C.V. and Grant, M.L. Calculation of the normal scores variogram for truncated Gaussian simulation: theory and FORTRAN code. In Computers and Geosciences (25) 2, pp. 151-169.

1999 Kyriakidis, P.C., Shortridge, A.M. and Goodchild, M.F. Geostatistics for conflation and accuracy assessment of digital elevation models. In International Journal of Geographical Information Science (13) 7, pp. 677-707.

1999 Yao, T. Non-parametric cross-covariance modeling as exemplified by soil heavy metal concentrations from the Swiss Jura. In Geoderma (88) pp. 13-38.

1999 Kennedy, D., Herrick, D. and Yao, T. Calculating water saturation in electrically anisotropic media. Journal of Logging Analysis, in press.

2000 Ma, X. and Yao, T. A program for 2D modeling (cross) correlogram tables using fast Fourier transform. In Computer and Geosciences, in press.

2000 Liu Y., Mukerji T., Monte Carlo Fluid Detection from Seismic Data, Poster, S21B-08, AGU Fall 2000 meeting, San Francisco. 

2001* Strebelle, S., "Conditional simulation of complex geological structures using multiple-point statistics, Mathematical Geology, Vol. 34, No. 1, 1-22.

2000 Ying Z., .iksim: A fast algorithm for indicator kriging and simulation in presence of inequality constraints, hard and soft data., Computers & Geosciences, 26:493-507

2001* Yao, T., "Integrating seismic data for lithofacies modeling: A comparison of sequential indicator simulation algorithms," Mathematical Geology, Vol. 34, No. 4, 387-404.

2001* Yao,T., "Non-parametric covariance modeling using FFT: Soft computing for reservoir characterization and modeling," Physica Verlag, 559-584.

2002 Arpat, B., Caers, J. and Strebelle, S., "Feature-based geostatistics: An application to a submarine Channel Reservoir," SPE 77426, San Antonio, September 29-October 2.

2002* Caers, J. and Zhang, T., "Multiple point geostatistics: a quantitative vehicle for integrating geologic analogs into reservoir models," AAPG Memoir, Integration of Outcrop and Modern Analogs in Reservoir Modeling, (eds.) Grammer, G.M.

2002 Strebelle, S., Payrazyan, K. and Caers, J., "Modeling of a deepwater turbidite reservoir conditional to seismic data using multiple-point geostatistics," SPE 77425, San Antonio, September 29-October 2.

2002 Caers, J., Krishnan, S., Wang, Y., and Kovscek, A.R., A geostatistical approach to streamline-based history matching. SPE Journal, 6, 250--266.

2002 Krishnan S., Direct upscaling of drainage networks, In Proceedings of AGU Hydrology Days, April 1-4, Fort Collins, Colorado.

2002 Liu Y. and Milton J., Additional Geological Insight Brought by 3-D Seismic Data, Poster, S72A 1136, AGU Fall 2002 meeting, San Francisco.

2002 Arpat, B., J. Caers, and S. Strebelle, Feature-Based Geostatistics: An Application to a Submarine Channel Reservoir: paper SPE 77426 presented at the 2002 SPE Annual Technical Conference and Exhibition, San Antonio, Sept.29-Oct. 2.

2003 Liu Y., An Information Measure: Standardized Entropy, Poster, Joint Statistical Meeting, August, 2003, San Francisco.

2003* Caers, J., S. Strebelle, and K. Payrazyan, Stochastic Integration of Seismic Data and Geological Scenarios: a West Africa Submarine Channel Saga: The Leading Edge, v.22, no. 3, p. 192-197.

2003* Strebelle, S., Sequential Simulation for Modeling Structures from Training Images, in "Stochastic Modeling", v.2, AAPG.

2004 Boucher A. and Dimitrakpoulos R., A New Efficient Joint Simulation Framework and Application in a Multivariable Deposit. Orebody Modelling and Strategic Mine planning. Uncertainty and Risk Management. Perth, Australia.

2004 Boucher A., Dimitrakpoulos R. and Vargas-Guzman A., Joint Simulations, Optimal Drillhole spacing and the role of the stockpile. In: Proceedings for Seventh International Geostatistics Congress. Banff, Canada

2004 Maharaja, A., Stochastic Modeling of the Rhine-Meuse Delta using Multiple-point Geostatistics.  In: Proceedings for Seventh International Geostatistics Congress, Banff, Canada.

2006 Boucher A., Kyriakidis P.C., Super-Resolution Land Cover Mapping with Indicator Geostatistics. Remote Sensing of the Environment, Volume 104, Issue 3, 264-282.

Boucher, A. and Kyriakidis, P.C., Integrating fine scale information in super-resolution land cover mapping Photogrametry and Remote Sensing (in press)

Boucher A., Super-Resolution Mapping with Multiple-point Geostatistics., geoENV 2006, Rhodes, Greece (in press)

Boucher, A. and Kyriakidis, P.C. and Cronkite-Ratcliff, C., Geostatistical solutions for superresolution land cover mapping IEEE transactions on geosciences and remote sensing (Accepted)

Boucher A. and Dimitrakpoulos R., Direct Block Simulation of Multiple Correlated Variables (submitted to Mathematical Geology, 2007)

Boucher A. Algorithm-driven and Representation-driven Random Function: A New Formalism for Applied Geostatistics (submitted to Mathematical Geology, 2007)

Maharaja, A.  TiGenerator: Object-based image generator (submitted to Computers and Geosciences, 2007)

 

Polyakov, I. V., Alexeev, V. A., Bhatt, U. S. and Polyakova, E. I., North Atlantic warming: Fingerprints of climate change and long-term variability (submitted to Geophys. Res. Lett., 2007)

 

Wu, J., Boucher, A. and Zhang, T., A SGeMS Code for Pattern Simulation of Continuous and Categorical Variables: FILTERSIM (submitted to Computers and Geosciences, 2007)

Wu, J., Zhang, T. and Boucher, A., Non Stationary SNESIM Simulations with Region Concept in SGeMS (submitted to Computers and Geosciences, 2007)