Browsing by Author "Lantuéjoul, Christian"
Now showing items 1-5 of 5
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Emery, Xavier; Lantuéjoul, Christian (Springer, 2014)In most multiple-point simulation algorithms, all statistical features are provided by one or several training images (TI) that serve as a substitute for a random field model. However, because in practice the TI is always ...
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Allard, Denis; Emery, Xavier Mathieu; Lacaux, Céline; Lantuéjoul, Christian (Springer, 2023)The nonseparable Gneiting covariance has become a standard to model spatio-temporal random fields. Its definition relies on a completely monotone function associated with the spatial structure and a conditionally negative ...
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Emery, Xavier; Lantuéjoul, Christian (SPRINGER, 2008-03)This article presents a variant of the spectral turning bands method that allows fast and accurate simulation of intrinsic random fields with power, spline, or logarithmic generalized covariances. The method is applicable ...
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Alegría, Alfredo; Emery, Xavier Mathieu; Freulon, Xavier; Lantuéjoul, Christian; Porcu, Emilio; Renard, Didier (Springer, 2023)Isotropic Gaussian random fields on the sphere are used in astronomy, geophysics, oceanography, climatology and remote sensing applications. However, to date, there is a lack of simulation algorithms that reproduce the ...
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Emery, Xavier; Lantuéjoul, Christian (PERGAMON-ELSEVIER SCIENCE LTD, 2006-12)The simulation of spatially correlated Gaussian random fields is widespread in geologic, hydrologic and environmental applications for characterizing the uncertainty about the unsampled values of regionalized attributes. ...