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Collecting Spatial Data

Optimum Design of Experiments for Random Fields
BookPaperback
EUR110,00

Product description

The book 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. Special attention is devoted to describing new methodologies 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. A reader should be able to find respective theory and recommendations on how to efficiently plan a specific purpose spatial monitoring network. The third edition takes into account the rapid development in the area of spatial statistics by including new relevant research and references. The revised edition contains additional material on design for detecting spatial dependence and for estimating parametrized covariance functions.

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Details

ISBN/GTIN978-3-642-06829-4
Product TypeBook
BindingPaperback
PublisherSpringer
Publication townHeidelberg
Publication countryGermany
Publishing date14/10/2010
EditionSoftcover reprint of hardcover 3rd ed. 2007
Pages242 pages
LanguageEnglish
Illustrations37 s/w Abbildungen
Article no.1108733
CatalogsVLB
Data source no.0ef1f5434de24cd2a2f048504e9e761d
Product groupBU782
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