Introduction to Geostatistics: Applications in Hydrogeology

ISBN-13: 9780521587471 / Angielski / Miękka / 1997 / 272 str.

P. K. Kitanidis;Kitanidis

Opis

Introduction to Geostatistics presents practical techniques for engineers and earth scientists who routinely encounter interpolation and estimation problems when analyzing data from field observations. Requiring no background in statistics, and with a unique approach that synthesizes classic and geostatistical methods, this book offers linear estimation methods for practitioners and advanced students. Well illustrated with exercises and worked examples, Introduction to Geostatistics is designed for graduate-level courses in earth sciences and environmental engineering.

Recenzje

"This book is a good reference, especially for those with limited knowledge in the application of linear estimation methods in statistical modeling." The Leading Edge

Spis treści

1. Introduction; 2. Exploratory data analysis; 3. Intrinsic model; 4. Variogram fitting; 5. Anisotropy; 6. Variable mean; 7. More linear estimation; 8. Multiple variables; 9. Estimation and GW models; A. Probability theory review; B. Lagrange multipliers; C. Generation of realizations.