Analysis of Wildfire Visualization Systems for Research and Training: Are They Up for the Challenge of the Current State of Wildfires?

Wildfires affect many regions across the world. The accelerated progression of global warming has amplified their frequency and scale, deepening their impact on human life, the economy, and the environment. The temperature rise has been driving wildfires to behave unpredictably compared to those pre...

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Veröffentlicht in:IEEE transactions on visualization and computer graphics Jg. 30; H. 7; S. 4285 - 4303
Hauptverfasser: Cortes, Carlos A. Tirado, Thurow, Susanne, Ong, Alex, Sharples, Jason J., Bednarz, Tomasz, Stevens, Grant, Favero, Dennis Del
Format: Journal Article
Sprache:Englisch
Veröffentlicht: United States IEEE 01.07.2024
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:
Australia
Behavioral sciences
Climate change
Data visualization
Emergency response
Immersive wildfire training
immersive wildfire visualization
Mathematical models
modelling
Personnel
Scientific visualization
simulation
Training
Visualization
wildfire
wildfire visualization
Wildfires
ISSN:1077-2626, 1941-0506, 1941-0506
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Abstract Wildfires affect many regions across the world. The accelerated progression of global warming has amplified their frequency and scale, deepening their impact on human life, the economy, and the environment. The temperature rise has been driving wildfires to behave unpredictably compared to those previously observed, challenging researchers and fire management agencies to understand the factors behind this behavioral change. Furthermore, this change has rendered fire personnel training outdated and lost its ability to adequately prepare personnel to respond to these new fires. Immersive visualization can play a key role in tackling the growing issue of wildfires. Therefore, this survey reviews various studies that use immersive and non-immersive data visualization techniques to depict wildfire behavior and train first responders and planners. This paper identifies the most useful characteristics of these systems. While these studies support knowledge creation for certain situations, there is still scope to comprehensively improve immersive systems to address the unforeseen dynamics of wildfires.
AbstractList Wildfires affect many regions across the world. The accelerated progression of global warming has amplified their frequency and scale, deepening their impact on human life, the economy, and the environment. The temperature rise has been driving wildfires to behave unpredictably compared to those previously observed, challenging researchers and fire management agencies to understand the factors behind this behavioral change. Furthermore, this change has rendered fire personnel training outdated and lost its ability to adequately prepare personnel to respond to these new fires. Immersive visualization can play a key role in tackling the growing issue of wildfires. Therefore, this survey reviews various studies that use immersive and non-immersive data visualization techniques to depict wildfire behavior and train first responders and planners. This paper identifies the most useful characteristics of these systems. While these studies support knowledge creation for certain situations, there is still scope to comprehensively improve immersive systems to address the unforeseen dynamics of wildfires.
Wildfires affect many regions across the world. The accelerated progression of global warming has amplified their frequency and scale, deepening their impact on human life, the economy, and the environment. The temperature rise has been driving wildfires to behave unpredictably compared to those previously observed, challenging researchers and fire management agencies to understand the factors behind this behavioral change. Furthermore, this change has rendered fire personnel training outdated and lost its ability to adequately prepare personnel to respond to these new fires. Immersive visualization can play a key role in tackling the growing issue of wildfires. Therefore, this survey reviews various studies that use immersive and non-immersive data visualization techniques to depict wildfire behavior and train first responders and planners. This paper identifies the most useful characteristics of these systems. While these studies support knowledge creation for certain situations, there is still scope to comprehensively improve immersive systems to address the unforeseen dynamics of wildfires.Wildfires affect many regions across the world. The accelerated progression of global warming has amplified their frequency and scale, deepening their impact on human life, the economy, and the environment. The temperature rise has been driving wildfires to behave unpredictably compared to those previously observed, challenging researchers and fire management agencies to understand the factors behind this behavioral change. Furthermore, this change has rendered fire personnel training outdated and lost its ability to adequately prepare personnel to respond to these new fires. Immersive visualization can play a key role in tackling the growing issue of wildfires. Therefore, this survey reviews various studies that use immersive and non-immersive data visualization techniques to depict wildfire behavior and train first responders and planners. This paper identifies the most useful characteristics of these systems. While these studies support knowledge creation for certain situations, there is still scope to comprehensively improve immersive systems to address the unforeseen dynamics of wildfires.
Author Thurow, Susanne
Ong, Alex
Favero, Dennis Del
Bednarz, Tomasz
Sharples, Jason J.
Cortes, Carlos A. Tirado
Stevens, Grant
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Snippet Wildfires affect many regions across the world. The accelerated progression of global warming has amplified their frequency and scale, deepening their impact...
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SubjectTerms Australia
Behavioral sciences
Climate change
Data visualization
Emergency response
Immersive wildfire training
immersive wildfire visualization
Mathematical models
modelling
Personnel
Scientific visualization
simulation
Training
Visualization
wildfire
wildfire visualization
Wildfires
Title Analysis of Wildfire Visualization Systems for Research and Training: Are They Up for the Challenge of the Current State of Wildfires?
URI https://ieeexplore.ieee.org/document/10076255
https://www.ncbi.nlm.nih.gov/pubmed/37030767
https://www.proquest.com/docview/3073301815
https://www.proquest.com/docview/2798714130
Volume 30
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