Total Electron Content PCA-NN Prediction Model for South-European Middle Latitudes

Total Electron Content PCA-NN Prediction Model for South-European Middle Latitudes

A regression-based model was previously developed to forecast total electron content (TEC) at middle latitudes. We present a more sophisticated model using neural networks (NN) instead of linear regression. This regional model prototype simulates and forecasts TEC variations in relation to space wea...

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Bibliographic Details
Main Authors: Anna Morozova, Teresa Barata, Tatiana Barlyaeva, Ricardo Gafeira
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Atmosphere
Subjects:
ionosphere
total electron content prediction
middle latitudes
neural networks
space weather
Online Access:https://www.mdpi.com/2073-4433/14/7/1058

Internet

https://www.mdpi.com/2073-4433/14/7/1058

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