High Performance Computing for Geospatial Applications 1st edition by Wenwu Tang 3030479986 9783030479985

High Performance Computing for Geospatial Applications 1st edition by Wenwu Tang – Ebook Instant Download/Delivery ISBN(s): 3030479986,  9783030479985

Product details:

• ISBN 10: 3030479986
• ISBN 13: 9783030479985
• Author:  Wenwu

This volume fills a research gap between the rapid development of High Performance Computing (HPC) approaches and their geospatial applications. With a focus on geospatial applications, the book discusses in detail how researchers apply HPC to tackle their geospatial problems. Based on this focus, the book identifies the opportunities and challenges revolving around geospatial applications of HPC. Readers are introduced to the fundamentals of HPC, and will learn how HPC methods are applied in various specific areas of geospatial study.

Table of contents:

1. Navigating High Performance Computing for Geospatial Applications

Part I. Theoretical Aspects of High Performance Computing

2. High Performance Computing for Geospatial Applications: A Retrospective View

3. Spatiotemporal Domain Decomposition for High Performance Computing: A Flexible Splits Heuristic to Minimize Redundancy

Part II. High Performance Computing for Geospatial Analytics

4. Geospatial Big Data Handling with High Performance Computing: Current Approaches and Future Directions

5. Parallel Landscape Visibility Analysis: A Case Study in Archaeology

6. Quantum Computing for Solving Spatial Optimization Problems

7. Code Reusability and Transparency of Agent-Based Modeling: A Review from a Cyberinfrastructure Perspective

8. Integration of Web GIS with High-Performance Computing: A Container-Based Cloud Computing Approach

9. Cartographic Mapping Driven by High-Performance Computing: A Review

Part III. Domain Applications of High Performance Computing

10. High-Performance Computing for Earth System Modeling

11. High-Performance Pareto-Based Optimization Model for Spatial Land Use Allocation

12. High-Performance Computing in Urban Modeling

13. Building a GPU-Enabled Analytical Workflow for Maritime Pattern Discovery Using Automatic Identification System Data

14. Domain Application of High Performance Computing in Earth Science: An Example of Dust Storm Modeling and Visualization

Part IV. Future of High Performance Computing for Geospatial Applications

15. High Performance Computing for Geospatial Applications: A Prospective View

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