Books20100611110906 < AI_GEOSTATS

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*Book Title:* Analysis and modelling of spatial environmental data

*ISBN:* 2940222029

*Book Author(s):* Mikhail Kanevski, Michel Maignan

*Book Publisher:* EPFL-Press

*Date of Publication:* 1 March 2004

*Cost:* 94 US$

*Pages:* 304

*Url:* <a target="_blank" href="http://ppur.epfl.ch/livres/2-940222-02-9.html">http://ppur.epfl.ch/livres/2-940222-02-9.html</a>

*Description:*

The book consists in a paper-text (analysis of network monitoring, geostatistical method and the most advanced effective application of Artificial Neural Networks for mapping) and in a CD-ROM (paper-text in pdf format, with coloured display of all maps and graphs, "Geostat Office" software for Ms-Windows and user's manual).

Table of contents:

Introduction to environmental data analysis and modelling - Exploratory spatial data analysis. Analysis of monitoring networks. Declustering - Spatial data analysis: deterministic interpolations - Introduction to Geostatistics. Variography - Geostatistical spatial predictions - Estimation of local probability density functions - Conditional stochastic simulations - Artificial neural networks and spatial data analysis - Support Vector Machines for environmental spatial data - Geographical Information Systems and spatial data analysis - Conclusions - Glossaries - References.

Topic revision: r4 - 2010-08-13 - 17:00:14 - TheresiaFreska

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