4 papers
Contrail-to-Flight Attribution Using Ground Visible Cameras and Flight Surveillance Data
Ramon Dalmau, Gabriel Jarry, Philippe Very
Aviation's non-CO2 effects, particularly contrails, are a significant contributor to its climate impact. Persistent contrails can evolve into cirrus-like clouds that trap outgoing…
A Neural ODE Approach to Aircraft Flight Dynamics Modelling
Gabriel Jarry, Ramon Dalmau, Xavier Olive +1
Accurate aircraft trajectory prediction is critical for air traffic management, airline operations, and environmental assessment. This paper introduces NODE-FDM, a Neural Ordinary…
Aircraft Fuel Flow Modelling with Ageing Effects: From Parametric Corrections to Neural Networks
Gabriel Jarry, Ramon Dalmau, Philippe Very +1
Accurate modelling of aircraft fuel-flow is crucial for both operational planning and environmental impact assessment, yet standard parametric models often neglect performance dete…
GVCCS: A Dataset for Contrail Identification and Tracking on Visible Whole Sky Camera Sequences
Gabriel Jarry, Ramon Dalmau, Philippe Very +2
Aviation's climate impact includes not only CO2 emissions but also significant non-CO2 effects, especially from contrails. These ice clouds can alter Earth's radiative balance, pot…