Enter Note Done
Go to previous page in this tab
Session
  • Presentation | A23C: Atmospheric Convection: Processes, Dynamics, and Links to Weather and Climate II Oral
  • Oral
  • Bookmark Icon
  • [ONLINE] A23C-07: Learning the Limits: Causal Discovery Model Links Environment to Convective Cloud Detrainment
  • Schedule
    Notes
  • Online
    Online
    Set Timezone

Generic 'disconnected' Message
Author(s):
Dié WANG, ETH Swiss Federal Institute of Technology Zurich (First Author, Presenting Author)
Simon Lee, Stony Brook University
Tao Zhang, Brookhaven National Laboratory
Christian Lackner, University of Wyoming
Daniel Kirshbaum, McGill University
Michael Jensen, Brookhaven National Laboratory


This study examines how the environment affects where thunderstorms release most of their air, known as the level of maximum detrainment (LMD). Using a method called LiNGAM, we identify cause-and-effect relationships between environmental factors and LMD. Observations from six tropical sites run by the ARM user facility show clear links between key variables like the LCL, LFC, and CIN. We also find that relative humidity directly influences LMD, but this effect is complex and harder to detect when differences between ocean and land environments are not considered.



Scientific Discipline
Neighborhood
Type
Where to Watch
Main Session
Discussion