Collecting spatial data : optimum design of experiments for random fields
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Bibliographic Information
Collecting spatial data : optimum design of experiments for random fields
（Contributions to statistics）
Physica-Verlag, c1998
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Includes bibliographical references (p. 171-172) and indexes
Description and Table of Contents
Description
This text is concerned with the statistical theory for locating spatial sensors. It bridges the gap between spatial statistics and optimum design theory. After introductions to those two fields the topics of exploratory designs and designs for spatial trend and variogram estimation are treated. A methodology, so-called approximate information matrices, are employed to cope with the problem of correlated observations. A great number of relevant references are collected and put into a common perspective. The theoretical investigations are accompanied by a practical example, the redesign of an Upper-Austrian air pollution monitoring network. The reader will find respective theory and recommendations on how to plan efficiently a specific-purpose spatial monitoring network.
Table of Contents
Introduction.- Fundamentals of Spatial Statistics.- Fundamentals of Experimental Design.- Exploratory Designs.- Designs for Spatial Trend Estimation.- Multipurpose Designs Including Designs for Variogram Fitting.
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