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.

Author/creator Christakos, George
Format Electronic
EditionSecond edition.
Publication InfoAmsterdam, Netherlands : Elsevier,
Descriptionxvii, 677 pages : illustrations ; 25 cm
Supplemental ContentFull text available from eBook - Earth and Planetary Sciences 2017 [EBCEPS17]
Subjects
Environmental health--Mathematical models.
Stochastic processes.

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.
Bibliography noteIncludes bibliographical references (pages 643-652) and index.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Genre/formElectronic books.
LCCN 2017470831
ISBN9780128030127 (hbk.)
ISBN0128030127 (hbk.)

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