CLOSED-FORM SOLUTIONS OF THE 2-DIMENSIONAL TURNING BANDS EQUATION

Authors
Citation
T. Gneiting, CLOSED-FORM SOLUTIONS OF THE 2-DIMENSIONAL TURNING BANDS EQUATION, Mathematical geology, 30(4), 1998, pp. 379-390
Citations number
21
Categorie Soggetti
Mathematics, Miscellaneous","Geosciences, Interdisciplinary","Mathematics, Miscellaneous
Journal title
ISSN journal
08828121
Volume
30
Issue
4
Year of publication
1998
Pages
379 - 390
Database
ISI
SICI code
0882-8121(1998)30:4<379:CSOT2T>2.0.ZU;2-#
Abstract
The turning bands method generates realizations of isotropic Gaussian random fields by means of appropriately summed line processes. For two -dimensional simulations the relation between the isotropic correlatio n function of the random field and the correlation function to be simu lated along the lines is given by an integral equation of Abel type. W e present closed form solutions of this integral equation for almost a ll two-dimensional correlation models encountered in practice and disc uss their numerical implementation. As an additional benefit, our tabl es and illustrations serve as a concise guide to correlation models us eful in geostatistics.