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Interfacing Geostatstics and GIS (Hardcover, 2009 ed.)
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Interfacing Geostatstics and GIS (Hardcover, 2009 ed.)
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Most of the papers contained in this volume grew out of
presentations given attheInternational Workshop
StatGIS03-InterfacingGeostatistics, GISand Spatial Data Bases,
which was held in Portschach, Austria, Sept. 29-Oct. 1, 2003, and
ensuing discussions, afterwards. Some of the papers are new and
have not been given at the conference. Therefore, most of the
papers should not be considered as conference proceedings in its
original sense but rather
moreasself-containedandactualcontributionstothethemeoftheconference,
the interfacing between geostatistics, geoinformation systems and
spatial data base management. Although some progress has been made
toward interfacing, we still feel
thatthereisonlylittleoverlapbetweenthedi?erentcommunities.Thepresent
volume is intended to provide a bridge between specialists working
in di?erent areas. According to the topics of the above mentioned
workshop, this volume has been divided into three parts: Part I
starts with general aspects of geostatistical model building
(Pebesma) and then new methodological developments in geostatics
are p- sented, in particular this pertains to neural networks
(Parkin and Kanevski), Gibbs ?elds as used in statistical physics
(Hristopulos). Furthermore, new - velopments in Bayesian spatial
interpolation with skewed heavy-tailed data and new classi?cation
methods based on wavelets (Hofer et al.) and support vector
machines (Chaouch et al.) are presented.
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