Geostatistics with Applications in Earth Sciences [electronic resource] / by D. D. Sarma.

Sarma, D. D.
Call Number
550
Author
Sarma, D. D. author.
Title
Geostatistics with Applications in Earth Sciences by D. D. Sarma.
Edition
Second Edition.
Physical Description
XVIII, 206 p. 80 illus. online resource.
Contents
Statistical Methods in Earth Sciences -- Univariate Statistical Methods, Frequency Analysis and Simulation -- Some Statistical Distributions -- Stochastic Modelling (Time Series Analysis) and Forecasting -- Concepts of Regionalised Variables and Variogram Modelling -- Regularised Models, Volume-Variance Relationships and Economics -- The Concepts of Dispersion, Extension and Estimation Variances -- Kriging Variance and Kriging Procedure -- to Advanced Geostatistics -- Computer Software.
Summary
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).
Added Author
SpringerLink (Online service)
Subject
EARTH SCIENCES.
Geology Statistical methods.
MINERAL RESOURCES.
Earth Sciences.
Earth Sciences, general.
Mineral Resources.
Quantitative Geology.
Multimedia
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No Reviews to Display
Summary
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).
Contents
Statistical Methods in Earth Sciences -- Univariate Statistical Methods, Frequency Analysis and Simulation -- Some Statistical Distributions -- Stochastic Modelling (Time Series Analysis) and Forecasting -- Concepts of Regionalised Variables and Variogram Modelling -- Regularised Models, Volume-Variance Relationships and Economics -- The Concepts of Dispersion, Extension and Estimation Variances -- Kriging Variance and Kriging Procedure -- to Advanced Geostatistics -- Computer Software.
Subject
EARTH SCIENCES.
Geology Statistical methods.
MINERAL RESOURCES.
Earth Sciences.
Earth Sciences, general.
Mineral Resources.
Quantitative Geology.
Multimedia