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Spatiotemporal random fields : theory and applications /

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Bibliographic Details
Main Author: Christakos, George (Author)
Corporate Author: Knovel (Firm)
Format: eBook
Language:English
Published: Amsterdam, Netherlands : Elsevier, 2017.
Edition:Second edition.
Subjects:
Earth sciences > Mathematical models.
Random fields.
Sciences de la terre > Modèles mathématiques.
Champs aléatoires.
SCIENCE / Earth Sciences / General
SCIENCE / Physics / Geophysics
Electronic books.
Electronic book.
Online Access:Connect to the full text of this electronic book
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.