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Multiple-point geostatistics : stochastic modeling with training images / Gregoire Mariethoz ; Jef Caers

By: Contributor(s): Resource type: Ressourcentyp: BuchBookLanguage: English Publisher: Chichester [u.a.] : Wiley Blackwell, 2015Edition: 1. publDescription: XI, 364 S. : Ill., graph. DarstISBN:
  • 9781118662755
Subject(s): Additional physical formats: 9781118662939 | Online version: Multiple-point geostatistics | Erscheint auch als: Multiple-Point Geostatistics. Online-Ausgabe 1st ed. Somerset : John Wiley & Sons, Incorporated, 2014. 1 online resource (379 pages) | Online-Ausg.: No title DDC classification:
  • 551.01/5195 23
  • 551.015195
  • SCI031000
RVK: RVK: TG 1100LOC classification:
  • QE33.2.S82
Summary: "This book provides a comprehensive introduction to multiple-point geostatistics, where spatial continuity is described using training images. Multiple-point geostatistics aims at bridging the gap between physical modelling/realism and spatio-temporal stochastic modelling. The book provides an overview of this new field in three parts. Part I presents a conceptual comparison between traditional random function theory and stochastic modelling based on training images, where random function theory is not always used. Part II covers in detail various algorithms and methodologies starting from basic building blocks in statistical science and computer science. Concepts such as non-stationary and multi-variate modeling, consistency between data and model, the construction of training images and inverse modelling are treated. Part III covers three example application areas, namely, reservoir modelling, mineral resources modelling and climate model downscaling. This book will be an invaluable reference for students, researchers and practitioners of all areas of the Earth Sciences where forecasting based on spatio-temporal data is performed"--Summary: "The topic of this book concerns an area of geostatistics that has commonly been known as multiple-point geostatistics because it uses more than two-point statistics (correlation), traditionally represented by the variogram, to model spatial phenomena"--Call number: Grundsignatur: 2015 A 4676PPN: PPN: 796967903
Holdings
Item type Home library Collection Shelving location Call number Status Barcode
Freihandbestand Präsenznutzung Fachbibliothek Physik inf 7.43 Bibliothek / frei aufgestellt 2015 A 4676 Not for loan 52058595090
Total holds: 0
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