Classification of the equatorial plasma bubbles using convolutional neural network and support vector machine techniques

Abstract Equatorial plasma bubble (EPB) is a phenomenon characterized by depletions in ionospheric plasma density being formed during post-sunset hours. The ionospheric irregularities can lead to disruptions in trans-ionospheric radio systems, navigation systems and satellite communications. Real-ti...

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Bibliographic Details

Published in:	Earth, Planets and Space
Main Authors:	Thananphat Thanakulketsarat, Pornchai Supnithi, Lin Min Min Myint, Kornyanat Hozumi, Michi Nishioka
Format:	Article
Language:	English
Published:	SpringerOpen 2023-10-01
Subjects:	Equatorial plasma bubble Support vector machine Convolutional neural network Singular value decomposition
Online Access:	https://doi.org/10.1186/s40623-023-01903-7