CANCELLED M1a: Leveraging AI for Wildfire Response Strategies

Ernest N. Morial New Orleans Convention Center 

As wildfire seasons grow longer and more intense, protecting workers from smoke exposure has become a critical challenge. This presentation introduces the Wildfire Smoke Air Quality eMaps-a GIS-based tool that delivers real-time and forecasted air quality data to support safe field operations.

Developed to enhance planning and decision-making, the eMap integrates pollutant monitoring (PM2.5, ozone, NOx, SOx) with Air Quality Health Index (AQHI) scores, enabling teams to anticipate exposure risks and apply appropriate controls. A key enhancement to the platform is the integration of Ambee's hyperlocal air quality data. This data significantly improves the precision of the tool, especially in remote or data-sparse regions. By leveraging Ambee's granular insights, the system enhances predictive accuracy and real-time responsiveness, empowering field teams to make faster and more informed decisions. The inclusion of Ambee data also strengthens the platform's ability to deliver targeted safety recommendations and optimize operational protocols. Attendees will learn how the tool aligns with Enbridge's Exposure to Wildfire Smoke Guide, translating occupational hygiene standards into practical field protocols.

This presentation highlights how data visualization, mobile accessibility, and safety integration can transform wildfire response strategies across industrial operations.

Sathya Ramesh-Supervisor GIS
 

Sathya Ramesh-Supervisor GIS Enbridge
Zach Schneider-Director of Innovation & Strategic Partnerships, Ambee 

Aerosol and airborne particulate monitoring

Exposure Assessment

Real-time detection services and direct reading instruments

Respiratory protection

Safety