Geomagnetic micro-pulsation automatic detection via deep leaning approach guided with discrete wavelet transform

Geomagnetic micro-pulsation automatic detection via deep leaning approach guided with discrete wavelet transform

Ultra-low frequency (ULF) signals in the geomagnetic records are important indicators for many phenomena; therefore identification of such signals is an important issue. Automatic identification of these ULF signals is not an easy target because of their small magnitudes. Through this study in hand,...

Full description

Bibliographic Details
Main Authors: Esraa Rabie, Ali G. Hafez, Omar M. Saad, Abou-Hashema M. El-Sayed, Kamal Abdelrahman, Naif Al-Otaibi
Format: Article
Language:English
Published: Elsevier 2021-01-01
Series:Journal of King Saud University: Science
Subjects:
Ultra-low frequency signals
MAGDAS
DWT
MRA
CNN
Deep learning
Online Access:http://www.sciencedirect.com/science/article/pii/S1018364720303761

Similar Items

Similar Items