Geostatistical Analysis of Compositional Data

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Publisher : Oxford University Press
ISBN 13 : 0198038313
Total Pages : 204 pages
Book Rating : 4.1/5 (98 download)

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Book Synopsis Geostatistical Analysis of Compositional Data by : Vera Pawlowsky-Glahn

Download or read book Geostatistical Analysis of Compositional Data written by Vera Pawlowsky-Glahn and published by Oxford University Press. This book was released on 2004-06-03 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: 1. Introduction. 2. Regionalized Compositions. 3. Spatial Covariance Structure. 4. Concepts of Null Correlation. 5. Cokriging. 6. Practical Aspects of Compositional Data Analysis. 7. Application to Real Data. Summary and Prospects. References. Index

Spatial and Spatio-Temporal Geostatistical Modeling and Kriging

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Publisher : John Wiley & Sons
ISBN 13 : 1118762436
Total Pages : 400 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Spatial and Spatio-Temporal Geostatistical Modeling and Kriging by : José-María Montero

Download or read book Spatial and Spatio-Temporal Geostatistical Modeling and Kriging written by José-María Montero and published by John Wiley & Sons. This book was released on 2015-08-18 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical Methods for Spatial and Spatio-Temporal Data Analysis provides a complete range of spatio-temporal covariance functions and discusses ways of constructing them. This book is a unified approach to modeling spatial and spatio-temporal data together with significant developments in statistical methodology with applications in R. This book includes: Methods for selecting valid covariance functions from the empirical counterparts that overcome the existing limitations of the traditional methods. The most innovative developments in the different steps of the kriging process. An up-to-date account of strategies for dealing with data evolving in space and time. An accompanying website featuring R code and examples

Geostatistical Functional Data Analysis

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Publisher : John Wiley & Sons
ISBN 13 : 1119387841
Total Pages : 452 pages
Book Rating : 4.1/5 (193 download)

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Book Synopsis Geostatistical Functional Data Analysis by : Jorge Mateu

Download or read book Geostatistical Functional Data Analysis written by Jorge Mateu and published by John Wiley & Sons. This book was released on 2021-12-13 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geostatistical Functional Data Analysis Explore the intersection between geostatistics and functional data analysis with this insightful new reference Geostatistical Functional Data Analysis presents a unified approach to modelling functional data when spatial and spatio-temporal correlations are present. The Editors link together the wide research areas of geostatistics and functional data analysis to provide the reader with a new area called geostatistical functional data analysis that will bring new insights and new open questions to researchers coming from both scientific fields. This book provides a complete and up-to-date account to deal with functional data that is spatially correlated, but also includes the most innovative developments in different open avenues in this field. Containing contributions from leading experts in the field, this practical guide provides readers with the necessary tools to employ and adapt classic statistical techniques to handle spatial regression. The book also includes: A thorough introduction to the spatial kriging methodology when working with functions A detailed exposition of more classical statistical techniques adapted to the functional case and extended to handle spatial correlations Practical discussions of ANOVA, regression, and clustering methods to explore spatial correlation in a collection of curves sampled in a region In-depth explorations of the similarities and differences between spatio-temporal data analysis and functional data analysis Aimed at mathematicians, statisticians, postgraduate students, and researchers involved in the analysis of functional and spatial data, Geostatistical Functional Data Analysis will also prove to be a powerful addition to the libraries of geoscientists, environmental scientists, and economists seeking insightful new knowledge and questions at the interface of geostatistics and functional data analysis.

Geostatistical Ore Reserve Estimation

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Publisher : Elsevier
ISBN 13 : 0444597611
Total Pages : 385 pages
Book Rating : 4.4/5 (445 download)

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Book Synopsis Geostatistical Ore Reserve Estimation by : M. David

Download or read book Geostatistical Ore Reserve Estimation written by M. David and published by Elsevier. This book was released on 2012-12-02 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developments in Geomathematics, 2: Geostatistical Ore Reserve Estimation focuses on the methodologies, processes, and principles involved in geostatistical ore reserve estimation, including the use of variogram, sampling, theoretical models, and variances and covariances. The publication first takes a look at elementary statistical theory and applications; contribution of distributions to mineral reserves problems; and evaluation of methods used in ore reserve calculations. Concerns cover estimation problems during a mine life, origin and credentials of geostatistics, precision of a sampling campaign and prediction of the effect of further sampling, exercises on grade-tonnage curves, theoretical models of distributions, and computational remarks on variances and covariances. The text then examines variogram and the practice of variogram modeling. Discussions focus on solving problems in one dimension, linear combinations and average values, theoretical models of isotropic variograms, the variogram as a geological features descriptor, and the variogram as the fundamental function in error computations. The manuscript ponders on statistical problems in sample preparation, orebody modeling, grade-tonnage curves, ore-waste selection, and planning problems, the practice of kriging, and the effective computation of block variances. The text is a valuable source of data for researchers interested in geostatistical ore reserve estimation.

Practical geostatistics

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Publisher : Springer Science & Business Media
ISBN 13 : 9783540668206
Total Pages : 180 pages
Book Rating : 4.6/5 (682 download)

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Book Synopsis Practical geostatistics by : Simon Houlding

Download or read book Practical geostatistics written by Simon Houlding and published by Springer Science & Business Media. This book was released on 2000-06-08 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents a set of linked HTML documents on the application of geostatistical theory, designed to be viewed and navigated with an Internet browser.

Spatial Statistics and Digital Image Analysis

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Publisher : National Academies Press
ISBN 13 : 030904376X
Total Pages : 257 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis Spatial Statistics and Digital Image Analysis by : National Research Council

Download or read book Spatial Statistics and Digital Image Analysis written by National Research Council and published by National Academies Press. This book was released on 1991-02-01 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: Spatial statistics is one of the most rapidly growing areas of statistics, rife with fascinating research opportunities. Yet many statisticians are unaware of those opportunities, and most students in the United States are never exposed to any course work in spatial statistics. Written to be accessible to the nonspecialist, this volume surveys the applications of spatial statistics to a wide range of areas, including image analysis, geosciences, physical chemistry, and ecology. The book describes the contributions of the mathematical sciences, summarizes the current state of knowledge, and identifies directions for research.

Introduction to Geostatistics

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Publisher : Cambridge University Press
ISBN 13 : 9780521587471
Total Pages : 276 pages
Book Rating : 4.5/5 (874 download)

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Book Synopsis Introduction to Geostatistics by : P. K. Kitanidis

Download or read book Introduction to Geostatistics written by P. K. Kitanidis and published by Cambridge University Press. This book was released on 1997-05-13 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Engineers and applied geophysicists routinely encounter interpolation and estimation problems when analysing data from field observations. Introduction to Geostatistics presents practical techniques for the estimation of spatial functions from sparse data. The author's unique approach is a synthesis of classic and geostatistical methods with a focus on the most practical linear minimum-variance estimation methods, and includes suggestions on how to test and extend the applicability of such methods. The author includes many useful methods (often not covered in other geostatistics books) such as estimating variogram parameters, evaluating the need for a variable mean, parameter estimation and model testing in complex cases (e.g. anisotropy, variable mean, and multiple variables), and using information from deterministic mathematical models. Well illustrated with exercises and worked examples taken from hydrogeology, Introduction to Geostatistics assumes no background in statistics and is suitable for graduate-level courses in earth sciences, hydrology, and environmental engineering, and also for self-study.

Geostatistical Analysis of Compositional Data

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Publisher : Oxford University Press
ISBN 13 : 0190291370
Total Pages : 304 pages
Book Rating : 4.1/5 (92 download)

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Book Synopsis Geostatistical Analysis of Compositional Data by : Vera Pawlowsky-Glahn

Download or read book Geostatistical Analysis of Compositional Data written by Vera Pawlowsky-Glahn and published by Oxford University Press. This book was released on 2004-06-03 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geostatistical Analysis of Compositional Data provides a comprehensive coverage of the theory and practice of analysis of data that have both spatial and compositional dependence, characteristics of most earth science and environmental measurements.

Geostatistical Case Studies

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Publisher : Springer Science & Business Media
ISBN 13 : 9400933835
Total Pages : 248 pages
Book Rating : 4.4/5 (9 download)

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Book Synopsis Geostatistical Case Studies by : G. Matheron

Download or read book Geostatistical Case Studies written by G. Matheron and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is now nearly 25 years since the first textbook on geostatistics ("Traitj de gjostatistique appliquje" by G. Matheron) appeared in print in 1962. In that time geostatis tics has grown from an arcane theory regarded with scepticism by statisticians and miners alike, to a reputable scientific disci pline which is routinely used in the geosciences. In the mining industry, in particularly, comparisons between predicted reserve estimates and actual production figures have proved its worth. Few now doubt its usefulness as a statistical tool in the earth sciences. Over the past quarter of a century, many geostatistical case studies have been published but the vast majority of these are routine applications of kriging. Our objective with this volume is to present a series of innovative applications of geostatistics. These range from a careful variographic analysis on uranium data, through detailed studies on geologically complex deposits right up to the latest nonlinear methods applied to deposits with highly skew data distributions. Applications of new techniques such as the external drift method for combining well data with seismic information have also been included. Throughout the volume the accent has been put on how to apply geostatistics in practice. Notation has been kept to a mininmum and mathematical details have been relegated to annexes. We hope that this will encourage readers to put the more sophis ticated techniques into practice in their own fields.

Geostatistics for Estimating Fish Abundance

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Publisher : John Wiley & Sons
ISBN 13 : 0470756888
Total Pages : 216 pages
Book Rating : 4.4/5 (77 download)

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Book Synopsis Geostatistics for Estimating Fish Abundance by : J. Rivoirard

Download or read book Geostatistics for Estimating Fish Abundance written by J. Rivoirard and published by John Wiley & Sons. This book was released on 2008-04-15 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geostatistics is a branch of spatial statistics that was originally developed for the mining industry. The technique is now widely recognised as an important tool for the estimation of the abundance and distribution of natural resources. However, new developments have been required to extend its application to fisheries science, particularly in variogram estimation. This important new title describes the fundamentals of geostatistics in terms more familiar to life-scientists, and uses case studies on seven commercially important fish stocks to demonstrate its application to fisheries survey data. Comprehensive and practical advice is given on how this new method can be used to estimate the abundance (with an appropriate measure of precision) of fish stocks worldwide. Geostatistics for Estimating Fish Abundance will be of vital interest to fisheries research scientists, marine biologists, oceanographers, marine and fish ecologists, environmental scientists and experts involved in the assessment of natural animal resources. The book has been developed as a result of studies carried out by a collaborative team of international researchers expert in this area with financial support from the Commission of the European Communities, AIR specific RTD programme. J. Rivoirard and N. Bez are at the Centre de Géostatistique de Fontainebleau, Ecole des Mines de Paris, France, J. Simmonds and P. Fernandes are at the FRS Marine Laboratory, Aberdeen, UK and K. Foote is at the Institute of Marine Research, Bergen, Norway and at Woods Hole Oceanographic Institution, USA.

A Geostatistical Primer

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Publisher : World Scientific
ISBN 13 : 9813104414
Total Pages : 104 pages
Book Rating : 4.8/5 (131 download)

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Book Synopsis A Geostatistical Primer by : Peter I Brooker

Download or read book A Geostatistical Primer written by Peter I Brooker and published by World Scientific. This book was released on 1991-02-22 with total page 104 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an introductory text on geostatistics which treats spatially distributed random data and can be applied to areas like ore reserve assessment, pollution problems, forestry applications and water resource problems. The underlying mathematical formalism of geostatistics is obscure to most geology majors who nowadays are increasingly expected to take a more quantitative approach to their discipline rather than the traditionally descriptive approach. The author has approached the teaching of geostatistics in a very pragmatic way via a two dimensional data set. Many figures illustrating concepts and results are given and mathematics is reduced to a minimum.

Model-based Geostatistics

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Publisher : Springer Science & Business Media
ISBN 13 : 0387485368
Total Pages : 242 pages
Book Rating : 4.3/5 (874 download)

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Book Synopsis Model-based Geostatistics by : Peter Diggle

Download or read book Model-based Geostatistics written by Peter Diggle and published by Springer Science & Business Media. This book was released on 2007-05-26 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is the first book-length treatment of model-based geostatistics. The text is expository, emphasizing statistical methods and applications rather than the underlying mathematical theory. Analyses of datasets from a range of scientific contexts feature prominently, and simulations are used to illustrate theoretical results. Readers can reproduce most of the computational results in the book by using the authors' software package, geoR, whose usage is illustrated in a computation section at the end of each chapter. The book assumes a working knowledge of classical and Bayesian methods of inference, linear models, and generalized linear models.

New Methods of Geostatistical Analysis and Graphical Presentation

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Publisher : Springer Science & Business Media
ISBN 13 : 058534163X
Total Pages : 496 pages
Book Rating : 4.5/5 (853 download)

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Book Synopsis New Methods of Geostatistical Analysis and Graphical Presentation by : Roberto Bachi

Download or read book New Methods of Geostatistical Analysis and Graphical Presentation written by Roberto Bachi and published by Springer Science & Business Media. This book was released on 2007-07-27 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: New Methods of Geostatistical Analysis and Graphical Presentation

Geostatistical Simulation

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Publisher : Springer Science & Business Media
ISBN 13 : 3662048086
Total Pages : 262 pages
Book Rating : 4.6/5 (62 download)

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Book Synopsis Geostatistical Simulation by : Christian Lantuejoul

Download or read book Geostatistical Simulation written by Christian Lantuejoul and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book deals with the estimation of natural resources using the 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. The text is based on 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 to discuss the geostatistical simulation techniques in such a specific way.

Nonparametric Geostatistics

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Publisher : Springer Science & Business Media
ISBN 13 : 9400981171
Total Pages : 156 pages
Book Rating : 4.4/5 (9 download)

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Book Synopsis Nonparametric Geostatistics by : S. Henley

Download or read book Nonparametric Geostatistics written by S. Henley and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ideas in this book have been developed over the past three or four years while I was working at the Institute of Geological Sciences and later for Golder Associates. During that time all of the geological modelling and resource estimation studies I participated in had data that were non-ideal in one respect or another (or just plain 'dirty'): the standard ways of handling the data with kriging or with simpler parametric methods gave reason able results, but always there were nagging doubts and some lack of confidence because of the corners that had to be cut in generat ing a model. The bimodal distribution that was assumed to be 'close enough' to normal; the pattern of rich and poor zones that was not quite a trend yet made the data very non-stationary; and the many plotted variograms that would not fit any standard model variogram: these all contributed to the feeling that there should be something that statistics could say about the cases where hardly any assumptions could be made about the properties ofthe parent population.

Multivariate Geostatistics

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Publisher : Springer Science & Business Media
ISBN 13 : 3662035502
Total Pages : 259 pages
Book Rating : 4.6/5 (62 download)

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Book Synopsis Multivariate Geostatistics by : Hans Wackernagel

Download or read book Multivariate Geostatistics written by Hans Wackernagel and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to geostatistics stressing the multivariate aspects for scientists, engineers and statisticians. The book presents a brief review of statistical concepts, a detailed introduction to linear geostatistics, and an account of three basic methods of multivariate analysis. Applications from very different areas of science, as well as exercises with solutions, are provided to help convey the general ideas. In this second edition, the chapters regarding normal kriging and cokriging have been restructured and the section on non-stationary geostatistics has been entirely rewritten.

Techniques of Geostatistical Estimation and Simulation Applied to Environmental Geology

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Publisher :
ISBN 13 :
Total Pages : 234 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Techniques of Geostatistical Estimation and Simulation Applied to Environmental Geology by : Sean A. McKenna

Download or read book Techniques of Geostatistical Estimation and Simulation Applied to Environmental Geology written by Sean A. McKenna and published by . This book was released on 1997 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: