Please use this identifier to cite or link to this item:
https://hdl.handle.net/2440/36892
Citations | ||
Scopus | Web of Science® | Altmetric |
---|---|---|
?
|
?
|
Type: | Journal article |
Title: | SPECSIM2: a program for spectral simulation of anisotropic two-dimensional random fields |
Author: | Pardo-Iguzquiza, E. Dowd, P. |
Citation: | Computers and Geosciences, 2003; 29(8):1013-1020 |
Publisher: | Pergamon-Elsevier Science Ltd |
Issue Date: | 2003 |
ISSN: | 0098-3004 |
Abstract: | The authors describe the structure and implementation of SPECSIM2, an ANSI Fortran-77 program for simulating anisotropic two-dimensional random fields via a spectral approach. This new program overcomes the limitation of the previously published version (Pardo-Igúzquiza and Chica-Olmo, Comput. Geosci. 20 (4) (1994) 597), which was confined to the direct generation of isotropic fields with any anisotropy imposed by a subsequent co-ordinate transformation. The diagonal symmetry of the two-dimensional covariance function with respect to the origin, i.e. C(x,y)=C(−x,−y) and C(x,−y)=C(−x,y), implies that its Fourier transform (i.e. the spectral density) is real (the imaginary part vanishes). This observation leads to a straightforward direct simulation of anisotropic fields by the spectral method. Examples are given to demonstrate the performance of the method using semi-variograms with or without nugget effects and with simple or nested structures, as well random fields with several structures that have different anisotropy angles. |
Keywords: | Geostatistics Spectral simulation Semi-variogram Spectral density Amplitude spectrum Fast Fourier transform |
Description: | Copyright © 2003 Elsevier Ltd. All rights reserved. |
DOI: | 10.1016/S0098-3004(03)00102-X |
Description (link): | http://www.sciencedirect.com/science/journal/00983004 |
Published version: | http://dx.doi.org/10.1016/s0098-3004(03)00102-x |
Appears in Collections: | Aurora harvest 6 Civil and Environmental Engineering publications |
Files in This Item:
There are no files associated with this item.
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.