Analysis and modelling of spatial environment data

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Autor: Kanevski, Mikhail.
ISBN: 978-0-8247-5981-0.
Editorial: MARCEL DEKKER, INC. (NEW YORK
Características: 2004, 288 Págs., 2004, Inglés, Cartoné.
Precio orientativo: ,00 euros (IVA incluido).
Materia: Tecnologia medioambiental.
Sub-materia: Tecnologia medioambiental.

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Sinopsis de Analysis and modelling of spatial environment data

Citing examples that make use of real environmental spatial data, this book authoritatively presents traditional geostatistics methods for variography and spatial predictions, approaches to conditional stochastic simulation and local probability distribution function estimation, adaptive machine learning algorithms, and select aspects of Geographical Information Systems. INDICE: Introduction to Environmental Data Analysis and Modelling. Exploratory Spatial Data Analysis, Analysis of Monitoring Networks, and 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....