Spatiotemporal random fields

Spatiotemporal random fields: theory and applications

by Christakos, George

Type Book
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Title Statements

  • Full title :Spatiotemporal random fields : theory and applications / George Christakos, Department of Geography, San Diego State University, San Diego, California, USA, Institute of Islands and Coastal Ecosystems, Ocean College, Zhejiang University, Zhoushan, Zhejiang, China.

Edition Statements

  • Publication Date:2017
  • Edition:Second edition

Publication Statements

  • Publisher(s):Elsevier
  • Place of Publication:Amsterdam, Netherlands
  • Language:eng
  • Publication Date:2017

The Physical Object

  • Description:xvii, 677 pages : : illustrations ; : 25 cm

Edition Identifiers

  • ISBN:9780128030127, 0128030127
  • oclc:on1355308141
  • LC Classification:RA566

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.

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