Computation and Visualization for Understanding Dynamics in Geographic Domains A Research Agenda 1st Edition by May Yuan, Kathleen S Hornsby ISBN 1420060333 9781420060331

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ISBN 10: 1420060333 
ISBN 13: 9781420060331
Author: May Yuan, Kathleen S Hornsby

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 issu

Computation and Visualization for Understanding Dynamics in Geographic Domains A Research Agenda 1st Table of contents:

Chapter 1 Introduction
I. Workshop
II. Reporting on the Workshop
III. Acknowledgments
Chapter 2 The Nature of Geographic Dynamics
I. Definitions
II. Drivers of Geographic Dynamics
III. Outcomes Of Geographic Dynamics
A.Change: Issues on Identify and Change
B. Change: The Case of Networks
C. Movement
IV. Summary
Chapter 3 Data Modeling Approaches for Geographic Dynamics Understanding
I Time-Stamped Approaches
II. Change-Based Versus Event-Based Approaches
III. Movement-Based Versus Activity-Based Approaches
IV. Process-Based Representation
Chapter 4 Visual Approaches for Geographic Dynamics Understanding
I. Storytelling Visualization
A User Interactions with Geographic Dynamics
B. Visual Reality Models
C. Dynamics in Videos
II. Visual Analytics
A. Visual Analytical Reasoning
B. Data Representation and Transformation
Chapter 5 Analysis and Modeling Approaches for Geographic Dynamics Understanding
I. Descriptive Approaches
II. Predictive Modeling Methods for Geographic Dynamics
Chapter 6 Research Challenges and Recommendations
I. Research Challenges
A Data Modeling for Dynamic Geographic Domains
B Computational Requirements for Dynamics
C. Visualization of Dynamic Processes
D Dynamics over Multiple Granularities
E Spatiotemporal Uncertainty and Accuracy
F Spatiotemporal Knowledge Discovery
G Dynamic Social Networks
H. Feature Extraction and Analysis of Images, Video, and Other Unstructured Information Sources
II. Recommendations
A Develop Benchmark Dynamic Data Sets
B Build Strategies for Communication and Collaboration
C Build Strategies for Migrating from Research to Product Development or Application
D Develop Dynamic Geospatial Education Opportunities

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