Geostatistics - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Geostatistics write by Jean-Paul Chilès. This book was released on 2012-02-08. Geostatistics available in PDF, EPUB and Kindle. Praise for the First Edition ". . . a readable, comprehensive volume that . . . belongs on the desk, close at hand, of any serious researcher or practitioner." Mathematical Geosciences The state of the art in geostatistics Geostatistical models and techniques such as kriging and stochastic multi-realizations exploit spatial correlations to evaluate natural resources, help optimize their development, and address environmental issues related to air and water quality, soil pollution, and forestry. Geostatistics: Modeling Spatial Uncertainty, Second Edition presents a comprehensive, up-to-date reference on the topic, now featuring the latest developments in the field. The authors explain both the theory and applications of geostatistics through a unified treatment that emphasizes methodology. Key topics that are the foundation of geostatistics are explored in-depth, including stationary and nonstationary models; linear and nonlinear methods; change of support; multivariate approaches; and conditional simulations. The Second Edition highlights the growing number of applications of geostatistical methods and discusses three key areas of growth in the field: New results and methods, including kriging very large datasets; kriging with outliers; nonse??parable space-time covariances; multipoint simulations; pluri-gaussian simulations; gradual deformation; and extreme value geostatistics Newly formed connections between geostatistics and other approaches such as radial basis functions, Gaussian Markov random fields, and data assimilation New perspectives on topics such as collocated cokriging, kriging with an external drift, discrete Gaussian change-of-support models, and simulation algorithms Geostatistics, Second Edition is an excellent book for courses on the topic at the graduate level. It also serves as an invaluable reference for earth scientists, mining and petroleum engineers, geophysicists, and environmental statisticians who collect and analyze data in their everyday work.
Model-based Geostatistics
Model-based Geostatistics - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Model-based Geostatistics write by Peter Diggle. This book was released on 2007-05-26. Model-based Geostatistics available in PDF, EPUB and Kindle. 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.
Fundamentals of Geostatistics in Five Lessons
Fundamentals of Geostatistics in Five Lessons - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Fundamentals of Geostatistics in Five Lessons write by A. G. Journel. This book was released on 1989. Fundamentals of Geostatistics in Five Lessons available in PDF, EPUB and Kindle.
Applied Geostatistics
Applied Geostatistics - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Applied Geostatistics write by Edward H. Isaaks. This book was released on 1989. Applied Geostatistics available in PDF, EPUB and Kindle. 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.
Multivariate Geostatistics
Multivariate Geostatistics - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Multivariate Geostatistics write by Hans Wackernagel. This book was released on 2013-03-09. Multivariate Geostatistics available in PDF, EPUB and Kindle. 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.
