Evaluation of F10.7, Sunspot Number and Photon Flux Data for Ionosphere TEC Modeling and Prediction Using Machine Learning Techniques

Evaluation of F10.7, Sunspot Number and Photon Flux Data for Ionosphere TEC Modeling and Prediction Using Machine Learning Techniques

Considering the growing volumes and varieties of ionosphere data, it is expected that automation of analytical model building using modern technologies could lead to more accurate results. In this work, machine learning techniques are applied to ionospheric modeling and prediction using sun activity...

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Bibliographic Details
Main Authors: Andres Gilberto Machado da Silva Benoit, Adriano Petry
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Atmosphere
Subjects:
ionosphere modeling
Total Electron Content
machine learning
regression model
Online Access:https://www.mdpi.com/2073-4433/12/9/1202

Internet

https://www.mdpi.com/2073-4433/12/9/1202

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