Computation and Visualization for Understanding Dynamics in Geographic Domains: A Research Agenda

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$47.95
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ISBN 9781420060324
Cat# 60325
 

Features

  • Discusses dynamics research in relation to intelligence analysis
  • Synthesizes materials from workshop presentations a with substantial supplements from additional reviewed literature
  • Details the current challenges that must be faced
  • Presents agenda in the short-, medium-, and long-term
  • Provides short and concise format of material
  • Summary

    The world is ever changing, and a comprehensive understanding of the world will not be achieved without theoretical and methodological advances to decode complex dynamics in human and environmental systems.

    Computation and Visualization for the Understanding of Dynamics in Geographic Domains: A Research Agenda synthesizes key ideas and issues discussed during the UCGIS hosted workshop on computation. It expands upon popular discussions to provide a comprehensive overview of geographic dynamics and new approaches to advance our understanding of geographic dynamics through computation and visualization.

    The text gives an overview of the state of research and how this research relates to intelligence analysis. It addresses broad issues and challenges in areas, such as spatiotemporal analysis and modeling, spatiotemporal visual analytics; spatiotemporal data mining, spatiotemporal reasoning, and spatiotemporal ontologies. The book also fuses suggestions from workshop participants with literature reviews to propose new research agendas and recommendations for future developments and collaboration.

    With full coverage on current developments and probably challenges, Computation and Visualization for the Understanding of Dynamics in Geographic Domains: A Research Agenda establishes a foundation to promote further studies in geographic dynamics and provides a springboard for the next big scientific and technological breakthrough.

    Table of Contents

    THE WORKSHOP
    REPORTING ON THE WORKSHOP
    ACKNOWLEDGEMENTS
    DEFINITIONS
    THE DRIVERS OF GEOGRAPHIC DYNAMICS
    THE OUTCOMES OF GEOGRAPHIC DYNAMICS
    SUMMARY
    TIME-STAMP APPROACHES
    CHANGE- VERSUS EVENT-BASED APPROACHES
    MOVEMENT- VERSUS ACTIVITY-BASED APPROACHES
    PROCESS-BASED REPRESENTATION
    STORY-TELLING VISUALIZATION
    VISUAL ANALYTICS
    DESCRIPTIVE APPROACHES
    PREDICTIVE MODELING METHODS FOR GEOGRAPHIC
    DYNAMICS
    RESEARCH CHALLENGES
    RECOMMENDATIONS
    REFERENCES
    INDEX

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