Geostatistical Simulation

Name: Geostatistical Simulation
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642075827
Price: 100.0 EUR
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Models and Algorithms

Autor: Christian Lantuejoul

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

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This book deals with the estimation of natural resources using the Monte Carlo methodology. It inclu...

Informácie o knihe

Autor

Christian Lantuejoul

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2010

Stránok

256

EAN

9783642075827

ISBN

3642075827

Enbook ID

01652701

Vydavateľ

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnosť

486

Rozmery

155 x 235 x 19

Kompletný popis

This book deals with the estimation of natural resources using the Monte Carlo methodology. It includes a set of tools to describe the morphological, statistical and stereological properties of spatial random models. Furthermore, the author presents a wide range of spatial models, including random sets and functions, point processes and object populations applicable to the geosciences. The text is based on a series of courses given in the USA and Latin America to civil, mining and petroleum engineers as well as graduate students in statistics. It is the first book to discuss the geostatistical simulation techniques in such a specific way.Within the geoscience community the estimation of natural resources is a challenging topic. The difficulties are threefold: Intitially, the design of appropriate models to take account of the complexity of the variables of interest and their interactions. This book discusses a wide range of spatial models, including random sets and functions, point processes and object populations. Secondly,the construction of algorithms which reproduce the variability inherent in the models. Finally, the conditioning of the simulations for the data, which can considerably reduce their variability. Besides the classical algorithm for gaussian random functions, specific algorithms based on markovian iterations are presented for conditioning a wide range of spatial models (boolean model, Voronoi tesselation, substitution random function etc.) This volume is the result of a series of courses given in the USA and Latin America to civil, mining and petroleum engineers, as well as to gradute students is statistics. It is the first book to discuss geostatistical simulation techniques in such a systematic way.

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Geostatistical Simulation

Models and Algorithms

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