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Geostatistical Simulation : Models and Algorithms - Christian Lantuejoul

Geostatistical Simulation

Models and Algorithms

Hardcover Published: 9th October 2001
ISBN: 9783540422020
Number Of Pages: 256

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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.

From the reviews of the first edition:





"Geostatistical simulations have mainly been developed during the last decade. ... this is the first book that is entirely dedicated to this subject. ... it has been a good initiative by C. Lantuejoul to compile this book and it will become a basic reference work, partly because it is the first work dedicated entirely to this new subject of geostatistics. ... The book mainly aims at researchers who are using geostatistical simulations and who would like to know more about the theoretical background ... ." (Andre Vervoort, Geologica Belgica, Vol. 7 (3-4), 2004)

"The author has dedicated the book to Georges Matheron, founder of modern geostatistics. Well organized is the book in three parts, namely (i) the tools, (ii) the algorithm and (iii) the models. ... It certainly fills a gap and is therefore welcome to the geostatistics market." (Erik W. Grafarend, Zentralblatt MATH, Vol. 990 (15), 2002)

Introductionp. 1
The tools
Investigating stochastic modelsp. 9
Variographic toolsp. 21
The integral rangep. 29
Basic morphological conceptsp. 39
Stereology: some basic notionsp. 47
The algorithms
Basics about simulationsp. 57
Iterative algorithms for simulationp. 67
Rate of convergence of iterative algorithmsp. 87
Exact simulationsp. 101
The models
Point processesp. 119
Tessellationsp. 133
Boolean modelp. 153
Object based modelsp. 167
Gaussian random functionp. 183
Gaussian variationsp. 205
Substitution random functionsp. 221
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9783540422020
ISBN-10: 3540422021
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 256
Published: 9th October 2001
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.5 x 15.88  x 1.27
Weight (kg): 0.5