Spatiotemporal Random Fields

Theory and Applications

Автор: George Christakos, Jose Angulo

Език:

Корици: С твърди корици

Издател: Elsevier Science Publishing Co Inc

Наличност: Налично при издателя, по поръчка

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135.66 € 265.32 лв

Spatiotemporal Random Fields: Theory and Applications, Second Edition, provides readers with a new a...

Информация за книгата

Автор

George Christakos, Jose Angulo

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2017

страници

696

EAN

9780128030127

ISBN

0128030127

Enbook ID

10000258

Издател

Elsevier Science Publishing Co Inc

Теглоt

1600

Размери

242 x 197 x 41

Пълно описание

Spatiotemporal Random Fields: Theory and Applications, Second Edition, provides readers with a new and updated edition of the text that explores the application of random field models and stochastic data processing to problems in hydrogeology, geostatistics, climate modeling, and oil reservoir engineering, among others. The new edition features considerable detail of random field theory, including ordinary and generalized, as well as spatial and spatiotemporal approaches. Presenting new theoretical and applied results, with particular emphasis on integrated spatiotemporal analysis, this book highlights the key role of space-time metrics, the physical interpretation of stochastic differential equations, higher-order space-time dependence 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. Authored by an internationally renowned scientist and a leader in the field of spatial statisticsContains a considerable amount of applications in the form of examples and case studies, providing readers with first-hand experiencesPresents an easy to follow narrative which progresses from simple concepts to more challenging onesIncludes significant updates since the previous edition including a focus on new theoretical and applied results

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Spatiotemporal Random Fields

Theory and Applications

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