Spatial Statistics And Geostatistics

Spatial Statistics and Geostatistics PDF Book Detail:
Author: Yongwan Chun
Publisher: SAGE
ISBN: 1446201732
Size: 45.17 MB
Format: PDF, ePub, Docs
Category : Science
Languages : un
Pages : 200
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Book Description: Its focus is on spatial statistics as a distinct form of statistical analysis and it includes computer components for ArcGIS, R, SAS, and WinBUGS. The teaching and learning objective of the text is to illustrate the use of basic spatial statistics, geostatistics and the spatial filtering techniques used in all the relevant programs and software.

Geostatistics

Geostatistics PDF Book Detail:
Author: Jean-Paul Chilès
Publisher: John Wiley & Sons
ISBN: 1118136179
Size: 64.17 MB
Format: PDF, ePub, Docs
Category : Mathematics
Languages : un
Pages : 726
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Book Description: Praise for the First Edition ". . . a readable, comprehensive volume that . . . belongs onthe desk, close at hand, of any serious researcher orpractitioner." —Mathematical Geosciences The state of the art in geostatistics Geostatistical models and techniques such as kriging andstochastic multi-realizations exploit spatial correlations toevaluate natural resources, help optimize their development, andaddress environmental issues related to air and water quality, soilpollution, and forestry. Geostatistics: Modeling SpatialUncertainty, Second Edition presents a comprehensive, up-to-datereference on the topic, now featuring the latest developments inthe field. The authors explain both the theory and applications ofgeostatistics through a unified treatment that emphasizesmethodology. Key topics that are the foundation of geostatisticsare explored in-depth, including stationary and nonstationarymodels; linear and nonlinear methods; change of support;multivariate approaches; and conditional simulations. The SecondEdition highlights the growing number of applications ofgeostatistical methods and discusses three key areas of growth inthe field: New results and methods, including kriging very large datasets;kriging with outliers; nonse??parable space-time covariances;multipoint simulations; pluri-gaussian simulations; gradualdeformation; and extreme value geostatistics Newly formed connections between geostatistics and otherapproaches such as radial basis functions, Gaussian Markov randomfields, and data assimilation New perspectives on topics such as collocated cokriging, krigingwith an external drift, discrete Gaussian change-of-support models,and simulation algorithms Geostatistics, Second Edition is an excellent book for courseson the topic at the graduate level. It also serves as an invaluablereference for earth scientists, mining and petroleum engineers,geophysicists, and environmental statisticians who collect andanalyze data in their everyday work.

Multivariate Geostatistics

Multivariate Geostatistics PDF Book Detail:
Author: Hans Wackernagel
Publisher: Springer Science & Business Media
ISBN: 3662035502
Size: 13.99 MB
Format: PDF, Kindle
Category : Science
Languages : un
Pages : 293
View: 238

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Book Description: 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.

Nonparametric Geostatistics

Nonparametric Geostatistics PDF Book Detail:
Author: S. Henley
Publisher: Springer Science & Business Media
ISBN: 9400981171
Size: 80.90 MB
Format: PDF, ePub, Docs
Category : Science
Languages : un
Pages : 145
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Book Description: 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.

Geostatistics For Natural Resources Evaluation

Geostatistics for Natural Resources Evaluation PDF Book Detail:
Author: Pierre Goovaerts
Publisher: Oxford University Press on Demand
ISBN: 9780195115383
Size: 79.36 MB
Format: PDF, ePub, Mobi
Category : Science
Languages : un
Pages : 483
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Book Description: This text fulfills a need for an advanced-level work covering both the theory and application of geostatistics. It covers the most important areas of geostatistical methodology, introducing tools for description, quantitative modeling of spatial continuity, spatial prediction, and assessment of local uncertainty and stochastic simulation. It also details the theoretical background underlying most GSLIB programs. The tools are applied to an environmental data set, but the book includes a general presentation of algorithms intended for students and practitioners in such diverse fields as soil science, mining, petroleum, remote sensing, hydrogeology, and the environmental sciences.

Mining Geostatistics

Mining Geostatistics PDF Book Detail:
Author: A. G. Journel
Publisher:
ISBN:
Size: 31.40 MB
Format: PDF, ePub, Mobi
Category : Science
Languages : un
Pages : 600
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Book Description: First published in 1978, this complete reference work on mining geostatistics attempts to synthesize the practical experience gained by researchers from the Centre de Morphologie Mathematique in France and by mining engineers and geologists all over the world who contributed their ideas. (Technology & Industrial)

Applied Geostatistics

Applied Geostatistics PDF Book Detail:
Author: Edward H. Isaaks
Publisher:
ISBN:
Size: 18.29 MB
Format: PDF, ePub, Docs
Category : Geology
Languages : un
Pages : 561
View: 1014

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Book Description: Univariate description. Bivariate description. Spatial description. Data sets. Estimation. Random function models. Global estimation. Point estimation. Ordinary kriging. Block kriging. Search strategy. Cross validation. Cokriging. Estimating a distribution. Change of support. Assessing uncertainty. Final thoughts.

Geostatistics

Geostatistics PDF Book Detail:
Author: M. Armstrong
Publisher: Springer Science & Business Media
ISBN: 9401568448
Size: 59.91 MB
Format: PDF, Kindle
Category : Science
Languages : un
Pages : 1039
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Book Description: ACKNOWLEDGEMENTS xvii LIST OF PARTICIPANTS xix PLENARY SESSIQNS KRIGE D.G., GUARASCIO M. and CAMISANI-CALZOLARI F.A. Early South African qeostatistical techniques in today's perspective ... ... 1 MATHERON G. The internal consistency of models in qeostatistics ... 21 MONESTIEZ P., HABIB R. and AUDERGON J.M. Estimation de la covariance et du varioqramme pour une fonction aleatoire a support arborescent : application a l'etude des arbres fruitiers ... . 39 CHILES J.P. Modelisation qeostatistique de reseaux de fractures ... 57 BRUNO R. and RASPA G. Geostatistical characterization of fractal models of surfaces 17 RIVOIRARD J. Models with orthoqonal indicator residuals ... 91 OMRE H., HALVORSEN K.B. and BERTEIG V.A Bayesian approach to kriqinq ... 109 THEQRY I SWITZER P. Non-stationary spatial covariances estimated from monitorinq data ... ... 127 CHAUVET P. Quelques aspects de l'analyse structurale des FAI-k a 1 dimension ... 139 vi TABLE OF CONTENTS DOWD P.A. Generalised cross-covariances ... 151 CRESSIE N. The many faces of spatial prediction ..-- ... - ... --.-.-..-. 163 OBLED C. & BRAUD I. Analogies entre geostatistique et analyse en composantes principales de processus ou analyse EOFs ... 177 THEORY II JEULIN D. Sequential random functions models ... 189 CHAUTRU J.M. The use of Boolean random functions in geostatistics -.--.-- ... 201 SOARES A.O. Use of a mathematical morphology tool in characterizing covariance & of indicator data ... 213 ALLISON H.J. Regularization in geostatistics and in ill-posed inversed problems ... - . . - . - . . - ... - - ... 225 DONG A.

Introduction To Geostatistics

Introduction to Geostatistics PDF Book Detail:
Author: P. K. Kitanidis
Publisher: Cambridge University Press
ISBN: 9780521587471
Size: 42.66 MB
Format: PDF, Mobi
Category : Science
Languages : un
Pages : 249
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Book Description: This presents practical techniques for interpolation and estimation problems when analysing data from field observations.

Basic Linear Geostatistics

Basic Linear Geostatistics PDF Book Detail:
Author: Margaret Armstrong
Publisher: Springer Science & Business Media
ISBN: 9783540618454
Size: 23.84 MB
Format: PDF, ePub
Category : Science
Languages : un
Pages : 155
View: 5139

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Book Description: Based on a postgraduate course that has been successfully taught for over 15 years, the underlying philosophy here is to give students an in-depth understanding of the relevant theory and how to put it into practice. This involves going into the theory in more detail than most books do, and also discussing its applications. It is assumed that readers, students and professionals alike are familiar with basic probability and statistics, as well as the matrix algebra needed for solving linear systems; however, some reminders on these are given in an appendix. Exercises are integrated throughout, and the appendix contains a review of the material.