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Spatiotemporal random fields: theory and applications

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Author(s): Christakos, George
Edition: Second edition
Publisher: Elsevier
Year: 2017

Language: English
Pages: 698
Tags: Earth sciences -- Mathematical models.;Random fields.;SCIENCE / Earth Sciences / General;SCIENCE / Physics / Geophysics

Content: Space, time, space --
time, randomness, and probability --
Spatiotemporal random fields --
Space-time metrics --
Space-time correlation theory --
Transformations of spatiotemporal random fields --
Geometrical properties of spatiotemporal random fields --
Auxiliary hypotheses of spatiotemporal variation --
Isostationary scalar spatiotemporal random fields --
Vector and multivariate random fields --
Special classes of spatiotemporal random fields --
Construction of spatiotemporal probability laws --
Spatiotemporal random functionals --
Generalized spatiotemporal random fields --
Physical considerations --
Permissibility in space-time --
Construction of spatiotemporal covariance models.