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

2026 ARM Summer School Project¶

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¶

• Link to Final Presentation