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

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Název: Analysis of Wildfire Visualization Systems for Research and Training: Are They Up for the Challenge of the Current State of Wildfires?
Autoři: Tirado Cortes, CA, Thurow, S, Ong, A, Sharples, JJ, Bednarz, T, Stevens, G, Del Favero, D
Zdroj: IEEE Transactions on Visualization and Computer Graphics. 30:4285-4303
Informace o vydavateli: Institute of Electrical and Electronics Engineers (IEEE), 2024.
Rok vydání: 2024
Témata: anzsrc-for: 46 Information and Computing Sciences, anzsrc-for: 4607 Graphics, 02 engineering and technology, 15. Life on land, 01 natural sciences, 46 Information and Computing Sciences, 13. Climate action, Augmented Reality and Games, 0202 electrical engineering, electronic engineering, information engineering, anzsrc-for: 0801 Artificial Intelligence and Image Processing, anzsrc-for: 0802 Computation Theory and Mathematics, 4607 Graphics, 0105 earth and related environmental sciences
Popis: 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 Furthermore, this change has rendered fire personnel training outdated and lost its ability to adequately prepare personnel to respond to these new fires.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.
Druh dokumentu: Article
ISSN: 2160-9306
1077-2626
DOI: 10.1109/tvcg.2023.3258440
Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/37030767
Rights: IEEE Copyright
CC BY
Přístupové číslo: edsair.doi.dedup.....3f5443190b3c027b2cfe4f4677f6a489
Databáze: OpenAIRE
Popis
Abstrakt: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.
ISSN:21609306
10772626
DOI:10.1109/tvcg.2023.3258440