Geostatistical Simulation
Models and Algorithms
(Sprache: Englisch)
This book deals with the estimation of natural resources using a 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...
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Klappentext zu „Geostatistical Simulation “
This book deals with the estimation of natural resources using a 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. This book results from 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 discussing the geostatistical simulation techniques in such a specific way. .
Inhaltsverzeichnis zu „Geostatistical Simulation “
1. Introduction.- 2. Investigating stochastic models.- 3. Variographic tools.- 4. The integral range.- 5. Basic morphological concepts.- 6. Stereology: some basic notions.- 7. Basics about simulations.- 8. Iterative algorithms for simulation.- 9. Rate of convergence of iterative algorithms.- 10. Exact simulations.- 11. Point processes.- 12. Tessellations.- 13. Boolean model.- 14. Object based models.- 15. Gaussian random function.- 16. Gaussian variations.- 17. Substitution random functions.
Bibliographische Angaben
- Autor: Christian Lantuejoul
- 2001, 256 Seiten, mit farbigen Abbildungen, Maße: 22,9 cm, Gebunden, Englisch
- Verlag: Springer
- ISBN-10: 3540422021
- ISBN-13: 9783540422020
Sprache:
Englisch
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