Books  Data Analysis & Modelling  Cartography, Remote Sensing, Image Analysis & GIS 

Geostatistics for Environmental Scientists

By: Richard Webster and Margaret A Oliver

315 pages, Figs, tabs

John Wiley & Sons

Hardback | Oct 2007 | Edition: 2 | #166106 | ISBN-13: 9780470028582
Availability: Usually dispatched within 5 days Details
NHBS Price: £89.50 $114/€105 approx

About this book

Geostatistics is essential for environmental scientists. Weather and climate vary from place to place, soil varies at every scale at which it is examined, and even man-made attributes - such as the distribution of pollution - vary. The techniques used in geostatistics are ideally suited to the needs of environmental scientists, who use them to make the best of sparse data for prediction, and top plan future surveys when resources are limited.

Geostatistical technology has advanced much in the last few years and many of these developments are being incorporated into the practitioner's repertoire. This second edition describes these techniques for environmental scientists. Topics such as stochastic simulation, sampling, data screening, spatial covariances, the variogram and its modeling, and spatial prediction by kriging are described in rich detail. At each stage the underlying theory is fully explained, and the rationale behind the choices given, allowing the reader to appreciate the assumptions and constraints involved.

This is certainly an invaluable text for advanced undergraduate and graduate students of spatial variation and environmental research. (International Journal of Environmental and Analytical Chemistry, August 2008)


Contents

Basic statistics; spatial variation; estimating the variogram; examples of variograms; spectral analysis; cross correlation; spatial estimation; examples of kriging; disjunctive kriging; sample design.

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