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Temporal GIS

Advanced Functions for Field-Based Applications

  • George Christakos
  • Patrick Bogaert
  • Marc L. Serre

Table of contents

  1. Front Matter
    Pages I-XII
  2. George Christakos, Patrick Bogaert, Marc L. Serre
    Pages 1-15
  3. George Christakos, Patrick Bogaert, Marc L. Serre
    Pages 17-32
  4. George Christakos, Patrick Bogaert, Marc L. Serre
    Pages 33-52
  5. George Christakos, Patrick Bogaert, Marc L. Serre
    Pages 53-82
  6. George Christakos, Patrick Bogaert, Marc L. Serre
    Pages 83-96
  7. George Christakos, Patrick Bogaert, Marc L. Serre
    Pages 97-141
  8. George Christakos, Patrick Bogaert, Marc L. Serre
    Pages 143-188
  9. George Christakos, Patrick Bogaert, Marc L. Serre
    Pages 189-207
  10. Back Matter
    Pages 209-217

About this book

Introduction

The book focuses on the development of advanced functions for field-based temporal geographical information systems (TGIS). These fields describe natural, epidemiological, economical, and social phenomena distributed across space and time. The book is organized around four main themes: "Concepts, mathematical tools, computer programs, and applications".
Chapters I and II review the conceptual framework of the modern TGIS and introduce the fundamental ideas of spatiotemporal modelling. Chapter III discusses issues of knowledge synthesis and integration. Chapter IV presents state-of-the-art mathematical tools of spatiotemporal mapping. Links between existing TGIS techniques and the modern Bayesian maximum entropy (BME) method offer significant improvements in the advanced TGIS functions. Comparisons are made between the proposed functions and various other techniques (e.g., Kriging, and Kalman-Bucy filters). Chapter V analyzes the interpretive features of the advanced TGIS functions, establishing correspondence between the natural system and the formal mathematics which describe it. In Chapters IV and V one can also find interesting extensions of TGIS functions (e.g., non-Bayesian connectives and Fisher information measures). Chapters VI and VII familiarize the reader with the TGIS toolbox and the associated library of comprehensive computer programs. Chapter VIII discusses important applications of TGIS in the context of scientific hypothesis testing, explanation, and decision making.

Keywords

Fundament GIS Geoinformationssysteme Geostatistics calculus digital elevation model geometry mapping model modeling operator simulation spatiotemporal stochastic

Authors and affiliations

  • George Christakos
    • 1
  • Patrick Bogaert
    • 2
  • Marc L. Serre
    • 1
  1. 1.Department of Environmental Sciences & Engineering School of Public HealthUniversity of North CarolinaChapel HillUSA
  2. 2.Faculté des Sciences AgronomiquesUniversité Catholique de LouvainLouvain-la-NeuveBelgium

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-56540-3
  • Copyright Information Springer-Verlag Berlin Heidelberg 2001
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-642-62563-3
  • Online ISBN 978-3-642-56540-3
  • Buy this book on publisher's site