geostatistics with applications in earth sciences

ISBN-13: 9781402093791 / Angielski / Twarda / 2009 / 206 str.

Sarma. D. D.

Opis

Geostatistics is expanding very fast: concept- and technique-wise. Keeping in view the importance of the subject, it was thought appropriate to bring out the second edition of this book. In this process, Chapter I has been expanded In Chapter 2, incorporating more details on sampling and sampling designs. a section on simulation has been introduced with emphasis on Monte-Carlo simulation with worked out examples. In Chapter 5, a procedure to compute variogram in the case of irregular grid has been outlined. Minor modifications have been made in all other chapters. A new chapter on Introduction to Advanced Geostatistics has been introduced with discussions on universal kriging, disjunctive kriging, conditional simulation and median polish kriging. Review Questions are given at the end of each chapter to facilitate a better understanding of the subject by the student/practitioner. The software codes are put in a CD for convenience of the students/practitoner of geostatistics. A few additions have been made in the bibliography making it more exhaustive. This contains references to the concepts and methods presented, in-depth treatment of related topics and possible extensions. My grateful thanks are due to Dr. B.S. Saini, Principal, Guru Nanak Engg. College, Hyderabad for very helpful support. I hope that this edition will be a welcome one.

Spis treści

Preface.- 1. Statistical Methods in Earth Sciences.- 2. Univariate Statistical Methods, Frequency Analysis and Simulation.- 3. Some Statistical Distributions.- 4. Stochastic Modelling (Time Series Analysis) and Forecasting.- 5. Concepts of Regionalised Variables and Variogram Modelling.- 6. Regularised Models, Volume-Variance Relationships and Economics.- 7. The Concepts of Dispersion, Extension and Estimation.- 8. Kriging Variance and Kriging Procedure.- 9. Introduction to Advanced Geostatistics.- 10. Computer Software.- Bibliography.- Index

Blurb

This book has been designed to serve as a text book for post graduate-students and research workers in earth sciences who require a background of and a feel for statistics and the theory of regionalised variables. The book is titled 'Geostatistics with Applications in Earth Sciences". This new edition has been completely revised to reflect the notable concept - and technique-wise in geostatistics. Chapter 1 has been expanded and incorporates more detials on sampling and sampling designs. Chapters 2 and 5 have been extensively revised and a new chapter "Introduction to Advanced Geostatistics" has been added. Also new are the "Review Questions" at the end of each chapter.
Audience:
This book will be of interest to post-graduate students and researchers in Earth sciences.
- Written from the perpective of the mining industry
- Includes codes for six computer programs
- Worked examples and review questions are added at the end of each chapter
From the reviews of the previous edition:
... It would be particularly useful as a quick reference text and, along with others of its ilk, as a resource for individuals who might want to ramp up quickly in the field of geostatistics.
(T.C. Coburn, Mathematical Geology, vol. 36, no. 8, 2004)