General joint conditional simulations using a fast Fourier transform method

被引:30
作者
Gutjahr, A [1 ]
Bullard, B [1 ]
Hatch, S [1 ]
机构
[1] INTERA INC, ALBUQUERQUE, NM 87102 USA
来源
MATHEMATICAL GEOLOGY | 1997年 / 29卷 / 03期
关键词
Monte Carlo methods; random field generation; cross-correlated fields; spectral methods;
D O I
10.1007/BF02769641
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
A procedure for generating joint statistically homogeneous random fields is examined. The method is based on the spectral representation theorem. it handles large fields easily and is both rapid and flexible. Algorithm development and examples are presented. The procedure is adapted further to include the possibility of generating fields that are jointly conditioned on data from two related fields.
引用
收藏
页码:361 / 389
页数:29
相关论文
共 31 条
[1]   JOINT SIMULATION OF MULTIPLE-VARIABLES WITH A MARKOV-TYPE COREGIONALIZATION MODEL [J].
ALMEIDA, AS ;
JOURNEL, AG .
MATHEMATICAL GEOLOGY, 1994, 26 (05) :565-588
[2]  
Anderson T., 1984, INTRO MULTIVARIATE S
[3]  
[Anonymous], 1989, Fast Fourier Transforms for Random Field Generation: Project Reportfor Los Alamos Grant to New Mexico Technology
[4]  
BORGMAN L, 1984, GEOSTATISTICS NATURA, P517, DOI DOI 10.1007/978-94-009-3699-7_30
[5]  
BULLARD BE, 1994, THESIS NEW MEXICO TE
[6]   COSIM - A FORTRAN-IV PROGRAM FOR COCONDITIONAL SIMULATION [J].
CARR, JR ;
MYERS, DE .
COMPUTERS & GEOSCIENCES, 1985, 11 (06) :675-705
[7]  
DAVIS MW, 1987, MATH GEOL, V19, P99
[8]  
DAVIS MW, 1987, MATH GEOL, V19, P91
[9]   EFFICIENT GENERATION OF CONDITIONAL SIMULATIONS BY CHEBYSHEV MATRIX POLYNOMIAL APPROXIMATIONS TO THE SYMMETRICAL SQUARE-ROOT OF THE COVARIANCE-MATRIX [J].
DIETRICH, CR ;
NEWSAM, GN .
MATHEMATICAL GEOLOGY, 1995, 27 (02) :207-228
[10]  
GOMEZHERNANDEZ JJ, 1992, GEOSTATISTICS TROIA, P85