Multiple-Point Statistics for Modeling Facies Heterogeneities in a Porous Medium: The Komadugu-Yobe Alluvium, Lake Chad Basin

被引:29
|
作者
Le Coz, Mathieu [1 ,2 ]
Genthon, Pierre [2 ]
Adler, Pierre M. [3 ]
机构
[1] UMR HydroSci Montpellier, UM2, F-34095 Montpellier, France
[2] UMR HydroSci Montpellier, IRD, Niamey, Niger
[3] UPMC Sisyphe, F-75005 Paris, France
关键词
Multiple-point statistics; Facies modeling; Variographic analysis; Komadugu-Yobe River; Fluvial deposits; CONDITIONAL SIMULATION; SPATIAL HETEROGENEITY; TRAINING IMAGES; RESERVOIRS; PROGRAM; AQUIFER;
D O I
10.1007/s11004-011-9353-6
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Multiple-point statistics are used to model facies heterogeneities in the vadose zone of the Komadugu-Yobe River valley (southeastern Niger) which is presently submitted to an undergoing intensive agricultural development; therefore, increasing quantitative and qualitative pressures are exerted on groundwater resources. The sand-clay heterogeneities are analyzed by means of a Landsat image acquired during a high flow period over a 160 km stretch in the downstream part of the valley and a set of 50 boreholes drilled near the town of Diffa (4 km x 4 km area). The horizontal variograms of heterogeneities are characterized by a noticeably constant length scale of 380 m and clayey objects are shown to be randomly distributed in space according to a Poisson process. A set of two-dimensional vertical images is built based on a Boolean procedure and the Snesim algorithm is used to simulate synthetic three-dimensional media. When the vertical correlation length is fitted, the three-dimensional model satisfactorily reproduces the second order statistics of heterogeneities and the specific facies patterns.
引用
收藏
页码:861 / 878
页数:18
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