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Atmospheric Radiation Measurement Synergy: Radar, Aerosol, Cloud and Energy (ARMS-Race)

DOI

arms-race

Random Forest Machine Learning Algorithm Development to Classify Arctic Cloud Phase at ARM's North Slope Alaska Facility

Project Scope

  • Mixed-phase clouds have an impact on the radiative fluxes in the Arctic
  • Use ground-based and aircraft ARM Data to study clouds and preciptiation in the Arctic.
  • Train and evaluate a machine learning model to classify cloud phase.

Final Presentation

Packages

 
 
 

Contributors