GH2*.2
High-Latitude Scintillation Analysis During Geomagnetic Storms: A Machine Learning Approach Using Isolation Forest and Neural Networks
Jacob Hall, Kshitija Deshpande, Chintan Thakrar, Nick Gachancipa, Mason Lee, Embry-Riddle Aeronautical University, United States
Session:
GH2*: Space Weather I Lecture
Track:
Special Sessions
Location:
Meadows C&D
Presentation Time:
Thu, 8 Jan, 08:40 - 09:00 MT (UTC -7)
Session Co-Chairs:
Sam Shidler, University of Texas at Austin and Alexander Massoud, University of Texas at Dallas
Presentation
Discussion
Resources
No resources available.
Session GH2*
GH2*.1: Using Numerical Fractal Process of Diffusion-Limited Aggregation (DLA) for Generating Simulated Scenarios of Equatorial Plasma Bubbles (EPB) Plume Geometry
Rezy Pradipta, Charles Carrano, Keith Groves, Boston College, United States
GH2*.2: High-Latitude Scintillation Analysis During Geomagnetic Storms: A Machine Learning Approach Using Isolation Forest and Neural Networks
Jacob Hall, Kshitija Deshpande, Chintan Thakrar, Nick Gachancipa, Mason Lee, Embry-Riddle Aeronautical University, United States
GH2*.3: Expanding GNSS Ground-Based Ionospheric Monitoring: Retrieving Absolute TEC from Low-Elevation Wideband Signals During May 2024 Geomagnetic Storm Period
Madeline Evans, Brian Breitsch, Jade Morton, University of Colorado Boulder, United States
GH2*.4: Ionospheric Energy Filtering Observed During Gamma-ray Burst GRB-221009A
James Camp, Robert Moore, University of Florida, United States
GH2*.5: Radio Frequency Wave Propagation in the Ionospheric Density Irregularities: Ray tracing and Full-wave Simulations
Eun-Hwa Kim, Princeton University, United States; Isaiah Scaffidi, Jay Johnson, Andrews University, United States; Syun'ichi Shiraiwa, Princeton University, United States; Joseph Huba, Syntek Technologies, United States; Kornyanat Hozumi, Scranton University, United States; Simon Wing, Applied Physics Laboratory, United States
Contacts