Multiple-point Geostatistics - Stochastic Modeling with Training Images

Name: Multiple-point Geostatistics - Stochastic Modeling with Training Images
Brand: John Wiley & Sons Inc
SKU: 9781118662755
Price: 108.01 EUR
Availability: InStock

Autor: Jef Caers

Jazyk:

Väzba: Pevná

Vydavateľ: John Wiley & Sons Inc

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108.01 €

This book provides a comprehensive introduction to multiple-point geostatistics, where spatial conti...

Informácie o knihe

Autor

Jef Caers

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2014

Stránok

376

EAN

9781118662755

ISBN

111866275X

Enbook ID

04952003

Vydavateľ

John Wiley & Sons Inc

Hmotnosť

936

Rozmery

245 x 176 x 22

Kompletný popis

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.

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Multiple-point Geostatistics - Stochastic Modeling with Training Images

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