Applied Geostatistics with SGeMS: A User's Guide
Cambridge University Press
Edition: Reprint, 4/14/2011
EAN 9781107403246, ISBN10: 1107403243
Paperback, 286 pages, 24.7 x 17.4 x 1.7 cm
Language: English
The Stanford Geostatistical Modeling Software (SGeMS) is an open-source computer package for solving problems involving spatially related variables. It provides geostatistics practitioners with a user-friendly interface, an interactive 3-D visualization, and a wide selection of algorithms. This practical book provides a step-by-step guide to using SGeMS algorithms. It explains the underlying theory, demonstrates their implementation, discusses their potential limitations, and helps the user make an informed decision about the choice of one algorithm over another. Users can complete complex tasks using the embedded scripting language, and new algorithms can be developed and integrated through the SGeMS plug-in mechanism. SGeMS was the first software to provide algorithms for multiple-point statistics, and the book presents a discussion of the corresponding theory and applications. Incorporating the full SGeMS software (now available from www.cambridge.org/9781107403246), this book is a useful user-guide for Earth Science graduates and researchers, as well as practitioners of environmental mining and petroleum engineering.
1. Introduction
2. General overview
3. Geostatistics
a recall of concepts
4. Data sets & SGeMS EDA tools
5. Variogram computation and modeling
6. Common parameter input interfaces
7. Estimation algorithms
8. Stochastic simulation algorithms
9. Utilities
10. Scripting, commands and plug-ins
List of programs
List of symbols
Bibliography.
Review of the hardback: 'At last: here is a publisher who has prepared a thoroughly practical and well presented guide to geostatistics together with software in a form which can be run by most on their own computer.' Geoscientist