
Denis Vida (Western Science)
Significant scientific challenge
Contrails form when water vapour from aircraft engines condenses on soot particles and then freezes into ice crystals in cold, high-altitude conditions. Some disappear quickly, while others persist and spread, forming cloud-like structures that can affect Earth’s energy balance. Understanding when and where persistent contrails form – and how much they influence climate – remains a significant scientific challenge. E-CONTRAIL 2 aims to address that challenge by combining observations from multiple sources, including satellites, LiDAR (Light Detection and Ranging), radar and ground-based cameras. Western’s contribution will provide researchers with another critical layer of observations. Data collected through the Global Meteor Network will complement satellite imagery and other atmospheric measurements to create a multi-sensor dataset that can serve as ground truth to validate and improve contrail prediction models. Vida and his team, which includes Tracey and four more Western students, use physics-informed artificial intelligence models that incorporate atmospheric conditions, aircraft activity and other environmental factors to improve contrail detection, tracking and climate impact estimates. Better prediction models will support the development of contrail mitigation strategies that could reduce aviation’s climate impact while helping scientists better understand the role these atmospheric features play in climate change.
Emily Tracey (Christopher Kindratsky)












