Collecting Spatial Data: Optimum Design of Experiments for Random Fields (Contributions to Statistics)

Muller, Werner G.

ISBN 10: 3790811343 / ISBN 13: 9783790811346

Published by Physica-Verlag GmbH & Co, 1998

About this Item

Zustand: Sehr gut | Sprache: Englisch | Produktart: Bücher.

Seller Inventory # 41953481/202

Bibliographic Details

• Title: Collecting Spatial Data: Optimum Design of Experiments for Random Fields (Contributions to Statistics)
• Publisher: Physica-Verlag GmbH & Co
• Publication Date: 1998
• Language: English
• ISBN 10: 3790811343
• ISBN 13: 9783790811346
• Binding: Soft cover
• Condition: Sehr gut
• Seller catalogs:
  • Bücher

About this title

Synopsis

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.

Review

From the reviews of the third edition:

"Collecting Spatial Data signifies ... the state of the art of the design of spatial networks. ... the monograph is well focused on the important problem of spatial sampling. ... The book will continue to be a stalwart reference for practitioners in the field of spatial estimation and a thorough introduction for graduate students in the field. This third edition nicely fulfills the aim ... of providing an overview of classical and recent methods for the efficient collection of spatial data." (Michael Manton, Eos, Vol. 89 (15), 2008)