Interfacing Geostatistics and GIS

  • Jürgen Pilz
Book

Table of contents

  1. Front Matter
    Pages I-XV
    PDF

  2. Geostatistical Modeling Aspects and New (Geo)statistical Tools

    1. Front Matter
      Pages 1-1
      PDF
    2. How We Build Geostatistical Models and Deal with Their Output
      Edzer J. Pebesma
      Pages 3-15
    3. Spartan Random Fields: Smoothness Properties of Gaussian Densities and Definition of Certain Non-Gaussian Models
      Dionissios T. Hristopulos
      Pages 17-27
    4. Bayesian Trans-Gaussian Kriging with Log-Log Transformed Skew Data
      Gunter Spöck, Hannes Kazianka, Jürgen Pilz
      Pages 29-43
    5. Kriging and Splines: Theoretical Approach to Linking Spatial Prediction Methods
      Philipp Pluch
      Pages 45-56
    6. ANNEX Model: Artificial Neural Networks with External Drift Environmental Data Mapping
      R. Parkin, M. Kanevski
      Pages 57-64
    7. Regional Classification of Indoor Radon Data with Support Vector Machines and Geostatistical Tools
      A. Chaouch, M. Kanevski, M. Maignan, A. Pozdnoukhov, J. Rodriguez, G. Piller
      Pages 65-77
    8. Daubechies Wavelets for Identification of Rock Variants from IR Spectra
      Vera Hofer, Jürgen Pilz, Thorgeir S. Helgason
      Pages 79-88

  3. Geostatistical Applications

    1. Front Matter
      Pages 89-89
      PDF
    2. Simulating the Effects of Rural Development Policies on Land Use: Evidence from Spatially Explicit Modeling in the Central Highlands of Vietnam
      Daniel Müller, Darla K. Munroe
      Pages 91-103
    3. Kriged Road-Traffic Maps
      Hans Braxmeier, Volker Schmidt, Evgeny Spodarev
      Pages 105-119
    4. On Evaluation of Precipitation Fields with Rain Station Data
      Bodo Ahrens
      Pages 121-135
    5. Robust Spatial Correlation Analysis of~the~ETEX-1~Tracer Data
      Syed Shibli, Gregoire Dubois
      Pages 137-152
    6. Fuzzy Model of Soil Polygons for Managing the Imprecision
      Rangsima Sunila, Pekka Horttanainen
      Pages 153-160
    7. Mapping the Contaminant Legacy of a Coking Plant, The Avenue, Chesterfield, UK
      Monica Palaseanu-Lovejoy, Ian Douglas, Robert Barr
      Pages 161-171
    8. A Note on Numerical Solutions of Least Squares Adjustment in GNU Project Gama
      Aleš Čepek, Jan Pytel
      Pages 173-187
    9. Presentation of Entrepreneurship Data and Aspects of Spatial Modeling
      Robert J. Breitenecker, Jürgen Pilz, Erich J. Schwarz
      Pages 189-200

  4. Integrated Information Systems: Combining (Geo)Statistics, GIS and RDBMS

    1. Front Matter
      Pages 201-201
      PDF
    2. GIS, Users, Developers, and Spatial Statistics: On Monarchs and Their Clothing
      Konstantin Krivoruchko, Roger Bivand
      Pages 203-222

About this book

Keywords

Bridge DBMS Earth System GIS Geoinformationssysteme classification geographic data geoinformation networks neural networks

Editors and affiliations

  • Jürgen Pilz
    • 1
  1. 1.Universität Klagenfurt Institut für StatistikAustria

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