Spatial Analysis and GeoComputation

Selected Essays

  • Manfred M. Fischer

Table of contents

  1. Front Matter
    Pages i-viii
  2. Introduction

    1. Pages 1-13
  3. Spatial Analysis and GIS

  4. Computational Intelligence in Spatial Data Analysis

  5. GeoComputation in Remote Sensing Environments

  6. New Frontiers in Neural Spatial Interaction Modelling

  7. Back Matter
    Pages 311-336

About this book

Introduction

Spatial analysis has been in existence for a long time. More recently, GeoComputation - a new computationally intensive paradigm - is changing research practice in spatial analysis. Coupled with improvements in data availability and increases in computer memory and speed, novel perspectives and techniques from the field of computational intelligence give rise to new types of geocomputational concepts, models, and techniques in spatial analysis.

This volume contains selected essays of Manfred M. Fischer in the field of spatial analysis from the perspective of GeoComputation. The volume is structured in four parts. The first sets the context by dealing with broad issues related with spatial analysis and the role of GIS. The second relates to computational intelligence technologies such as neural networks that provide a new style of performing spatial modelling and analysis tasks in geography and other spatial sciences. The third part provides the theoretical framework required and displays the efficient use of various adaptive pattern classifiers in remote sensing environments. The final part outlines the latest, most significant developments in neural spatial interaction modelling.

The book should be read by all who seek to use geocomputational models and techniques for solving real world problems.

Manfred M. Fischer is Professor in Economic Geography and GIScience at the Vienna University of Economics and Business Administration, Austria.  

 

Keywords

Adaptive pattern classification Evolution GIS GIS-T GeoComputation Geoinformationssysteme Neural spatial interaction models Spatial data analysis data analysis geographic data remote sensing

Authors and affiliations

  • Manfred M. Fischer
    • 1
  1. 1.Institute for Economic Geography and GIScienceVienna University of Economics and Business AdministrationViennaAustria

Bibliographic information

  • DOI https://doi.org/10.1007/3-540-35730-0
  • Copyright Information Springer Berlin · Heidelberg 2006
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Business and Economics
  • Print ISBN 978-3-540-35729-2
  • Online ISBN 978-3-540-35730-8
  • About this book