Using deep learning for studying spread-F in the ionosphere

• Main Author: Luwanga, Christopher
• Other Authors: Erry Gunawan
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/172317
• Institution: Nanyang Technological University

In this work we have developed an automated method for detecting Spread-F in ionograms based on machine learning (ML) algorithms. Spread-F is a feature that appears on an ionogram when there are specific ionospheric irregularities at the time the ionogram is taken. Our work contributes in thre...