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: 568.78 RON
Availability: InStock

Autor: Jef Caers

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Editura: John Wiley & Sons Inc

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568.78 lei

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

Informații despre carte

Autor

Jef Caers

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2014

Pagini

376

EAN

9781118662755

ISBN

111866275X

Enbook ID

04952003

Editura

John Wiley & Sons Inc

Greutate

936

Dimensiuni

245 x 176 x 22

Descriere completă

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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