Spatiotemporal Random Fields

This PDF book is become immediate popular in Science genre. Spatiotemporal Random Fields is written by famous author George Christakos and Ready to Download in ePUB, PDF or Kindle formats. Released by Elsevier in 2017-07-26. Click Download Book button to get book file and read directly from your devices. Here is a quick description and cover image of Spatiotemporal Random Fields book.

Spatiotemporal Random Fields
Author :
Publisher : Elsevier
Release Date :
ISBN : 9780128030325
Pages : 696 pages
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Spatiotemporal Random Fields by George Christakos Book PDF Summary

Spatiotemporal Random Fields: Theory and Applications, Second Edition, provides readers with a new and updated edition of the text that explores the application of spatiotemporal random field models to problems in ocean, earth, and atmospheric sciences, spatiotemporal statistics, and geostatistics, among others. The new edition features considerable detail of spatiotemporal random field theory, including ordinary and generalized models, as well as space-time homostationary, isostationary and hetrogeneous approaches. Presenting new theoretical and applied results, with particular emphasis on space-time determination and interpretation, spatiotemporal analysis and modeling, random field geometry, random functionals, probability law, and covariance construction techniques, this book highlights the key role of space-time metrics, the physical interpretation of stochastic differential equations, higher-order space-time variability functions, the validity of major theoretical assumptions in real-world practice (covariance positive-definiteness, metric-adequacy etc.), and the emergence of interdisciplinary phenomena in conditions of multi-sourced real-world uncertainty. Contains applications in the form of examples and case studies, providing readers with first-hand experiences Presents an easy to follow narrative which progresses from simple concepts to more challenging ideas Includes significant updates from the previous edition, including a focus on new theoretical and applied results


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