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Submerse: Visualizing Storm Surge Flooding Simulations in Immersive Display Ecologies
IEEE Transactions on Visualization and Computer Graphics
|November 15, 2023
Summary
Submerse visualizes flood simulations on large displays, enhancing disaster preparedness. This framework reconstructs 3D scenes and uses novel interaction techniques for effective decision-making.
Area of Science:
- Computer Science
- Atmospheric Science
- Geographic Information Systems
Background:
- Effective visualization of complex flood simulation data is crucial for disaster management and urban planning.
- Existing visualization tools often struggle with large datasets and immersive environments, limiting their practical application.
Purpose of the Study:
- To develop and evaluate Submerse, an end-to-end framework for visualizing flood scenarios on large, immersive display systems.
- To enhance decision-making for emergency managers and stakeholders through interactive and detailed flood visualizations.
Main Methods:
- Reconstruction of surface meshes from flood simulation data and integration with geographical information (terrain, buildings).
- Optimization techniques including adaptive grids (dynamic quadtrees) and level-of-detail rendering for large datasets.
- Development of novel interaction methods: automatic viewpoint navigation and an AR-based focus+context technique.
Main Results:
- Successful reconstruction of to-scale 3D virtual scenes incorporating diverse geographical data.
- Demonstrated optimization for computation and memory performance with large simulation datasets.
- Validated effectiveness through workshops with emergency managers and domain experts using a superstorm flooding scenario.
Conclusions:
- Submerse provides an effective end-to-end solution for visualizing complex flood simulations in immersive environments.
- The framework's novel interaction techniques significantly improve the analysis and decision-making capabilities for disaster management.
- The system's utility was confirmed in realistic scenarios, highlighting its potential for real-world applications.
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