Spatiotemporal random fields : theory and applications

• Main Author: Christakos, George (Author)
• Format: Electronic eBook
• Language: English
• Published: Amsterdam, Netherlands : Elsevier, 2017.
• Edition: Second edition.
• Subjects: Earth sciences > Mathematical models.; Random fields.; elektronické knihy; electronic books
• ISBN: 9780128030325; 0128030321; 9780128030127; 0128030127 (hbk.)
• Physical Description: 1 online resource.

Table of Contents:

• 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.