Geostatistics Explained
  • Author : Steve McKillup
  • Release Date : 25 March 2010
  • Publisher : Cambridge University Press
  • Genre : Science
  • Pages :
  • ISBN 13 : 9781139486699

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Book Description: A reader-friendly introduction to geostatistics for students and researchers struggling with statistics. Using simple, clear explanations for introductory and advanced material, it demystifies complex concepts and makes formulas and statistical tests easy to apply. Beginning with a critical evaluation of experimental and sampling design, the book moves on to explain essential concepts of probability, statistical significance and type 1 and type 2 error. An accessible graphical explanation of analysis of variance (ANOVA) leads onto advanced ANOVA designs, correlation and regression, and non-parametric tests including chi-square. Finally, it introduces the essentials of multivariate techniques, multi-dimensional scaling and cluster analysis, analysis of sequences and concepts of spatial analysis. Illustrated with wide-ranging examples from topics across the Earth and environmental sciences, Geostatistics Explained can be used for undergraduate courses or for self-study and reference. Worked examples at the end of each chapter reinforce a clear understanding of the statistical tests and their applications.

Geostatistics Explained

Geostatistics Explained

Author : Steve McKillup,Melinda Darby Dyar
Publisher : Cambridge University Press
Genre : Science
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A reader-friendly introduction to geostatistics for students and researchers struggling with statistics. Using simple, clear explanations for introductory and advanced material, it demystifies complex concepts and makes formulas and statistical tests easy to apply. Beginning with a critical evaluation of experimental and sampling design, the book moves on to explain ...

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Publisher : Springer Science & Business Media
Genre : Science
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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 ...

Statistics Explained

Statistics Explained

Author : Steve McKillup
Publisher : Cambridge University Press
Genre : Medical
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An understanding of statistics and experimental design is essential for life science studies, but many students lack a mathematical background and some even dread taking an introductory statistics course. Using a refreshingly clear and encouraging reader-friendly approach, this book helps students understand how to choose, carry out, interpret and report ...

Multivariate Geostatistics

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Author : Hans Wackernagel
Publisher : Springer Science & Business Media
Genre : Science
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Author : Gerald Corzo,Emmanouil Varouchakis
Publisher : Elsevier
Genre : Science
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Spatio-temporal Analysis of Extreme Hydrological Events offers an extensive view of the experiences and applications of the latest developments and methodologies for analyzing and understanding extreme environmental and hydrological events. The book addresses the topic using spatio-temporal methods, such as space-time geostatistics, machine learning, statistical theory, hydrological modelling, neural network ...

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Author : Amílcar Soares,Maria João Pereira,Roussos Dimitrakopoulos
Publisher : Springer Science & Business Media
Genre : Science
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This volume contains 40 selected full-text contributions from the Sixth European Conference on Geostatistics for Environmental Applications, geoENV IV, held in Rhodes, Greece, October 25-26, 2006. The objective of the editors was to compile a set of papers from which the reader could perceive how geostatistics is applied within the environmental sciences. ...

Earth Sciences

Earth Sciences

Author : Imran Ahmad Dar
Publisher : BoD – Books on Demand
Genre : Science
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The studies of Earth's history and of the physical and chemical properties of the substances that make up our planet, are of great significance to our understanding both of its past and its future. The geological and other environmental processes on Earth and the composition of the planet are of ...

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Author : George Christakos
Publisher : Oxford University Press
Genre : Science
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It is widely recognized that the techniques of classical geostatistics, which have been used for several decades, have reached their limit, and the time has come for some alternative approaches to be given a chance. This book, therefore, is an introduction to the fundamentals of modern geostatistics, which is a ...

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Publisher : John Wiley & Sons
Genre : Social Science
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Introduction to Geostatistics

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Author : P. K. Kitanidis
Publisher : Cambridge University Press
Genre : Science
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This presents practical techniques for interpolation and estimation problems when analysing data from field observations....

Multivariate Geostatistics

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Author : Hans Wackernagel
Publisher : Springer Science & Business Media
Genre : Science
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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 ...

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Author : Richard Webster,Margaret A. Oliver
Publisher : John Wiley & Sons
Genre : Mathematics
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Geostatistics is essential for environmental scientists. Weather and climate vary from place to place, soil varies at every scale at which it is examined, and even man-made attributes – such as the distribution of pollution – vary. The techniques used in geostatistics are ideally suited to the needs of environmental scientists, who ...

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Author : Peter J. Diggle,Emanuele Giorgi
Publisher : CRC Press
Genre : Mathematics
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Model-based Geostatistics for Global Public Health: Methods and Applications provides an introductory account of model-based geostatistics, its implementation in open-source software and its application in public health research. In the public health problems that are the focus of this book, the authors describe and explain the pattern of spatial variation ...

Geospatial Analysis

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Author : Michael John De Smith,Michael F. Goodchild,Paul Longley
Publisher : Troubador Publishing Ltd
Genre : Mathematics
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Addresses a range of analytical techniques that are provided within modern Geographic Information Systems and related geospatial software products. This guide covers: the principal concepts of geospatial analysis; core components of geospatial analysis; and, surface analysis, including surface form analysis, gridding and interpolation methods....