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Analysis and Modelling of Spatial Environment Data

by Kanevski

Analysis and Modelling of Spatial Environment Data Cover

ISBN13: 9780824759810
ISBN10: 0824759818
Condition: Standard
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Synopses & Reviews

Publisher Comments:

Analysis and Modelling of Spatial Environment Data presents traditional geostatistics methods for variography and spatial predictions, approaches to conditional stochastic simulation and local probability distribution function estimation, and select aspects of Geographical Information Systems. This authoritative reference describes real case studies using Geostat Office software tools under MS Windows and includes timely chapters on monitoring network analysis, artificial neural networks, support vector machines, and simulations. The book also provides tools and methods to solve challenges in prediction, characterization, optimization, and density estimation.

Book News Annotation:

A tutorial on analyzing and modelling spatially distributed data, emphasizing environmental and pollution data. In addition to the geostatic models, it discusses machine learning algorithms applications for the spatial data, and the relationships and complementary nature of the two approaches. The disk contains a student version of Geostat Office software for analyzing, processing, and presenting spatially distributed data; it is fully functional with a restricted number of data points. No index is provided.
Annotation ©2004 Book News, Inc., Portland, OR (booknews.com)

Product Details

ISBN:
9780824759810
Author:
Kanevski
Publisher:
Efpl Press
Author:
Maignan, Michel
Author:
Kanevski, Mikhail
Subject:
General
Subject:
Geology
Subject:
Environmental Science
Subject:
Geographic information systems
Subject:
Earth Sciences - Geology
Subject:
Geology -- Statistical methods.
Publication Date:
March 2004
Binding:
Hardcover
Language:
English
Illustrations:
Y
Pages:
300
Dimensions:
9.70x6.58x.91 in. 1.54 lbs.

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