FIRETWIN: Digital Twin Advancing Multi-Modal Sensing, Interactive Analytics for Tactical Wildfire Response

  • Mayamin Hamid Raha
  • , Ali Reza Tavakkoli
  • , Chris Webb
  • , Mobin Habibpour
  • , Janice Coen
  • , Eric Rowell
  • , Fatemeh Afghah

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Current wildfire management systems lack integrated virtual environments that combine historical data with immersive digital representations, hindering deep analysis and effective decision making. This paper introduces FIRETWIN, a cyber-physical Digital Twin (DT) designed to bridge complex ecological data and operationally relevant, high-fidelity visualizations for actionable incident response. FIRETWIN generates a dynamic 3D virtual globe that visualizes evolving fire behavior in real time, driven by output from physics-based fire models. The system supports multimodal perspectives - including satellite and drone viewpoints comparable to NOAA's GOES-18 imagery - enabling comprehensive scenario analysis. Users interact with the environment to assess current fire conditions, anticipate progression, and evaluate available resources. Leveraging Google Maps, Unreal Engine, and pregenerated outputs from the CAWFE coupled weather-wildland fire model, we reconstruct the 39,500+ ha spread of the 2014 King Fire in California's Eldorado National Forest. Procedural forest generation and particle-level fire control enable a level of realism and interactivity not possible in field training.

Original languageEnglish
Title of host publication2025 IEEE 30th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD 2025
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798331565343
DOIs
StatePublished - 2025
Externally publishedYes
Event30th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD 2025 - Tempe, United States
Duration: Oct 14 2025Oct 16 2025

Publication series

NameIEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD
ISSN (Electronic)2378-4873

Conference

Conference30th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD 2025
Country/TerritoryUnited States
CityTempe
Period10/14/2510/16/25

Keywords

  • Analytical Tool
  • Digital Twin
  • Interactive Platform
  • Multimodal Sensing
  • Particle Systems
  • Procedural Generation

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