Long short-term memory and gated recurrent neural networks to predict the ionospheric vertical total electron content
K Iluore, J Lu - Advances in Space Research, 2022 - Elsevier
This paper provides the application of deep learning models such as Long Short-Term
Memory (LSTM) and a recently proposed Gated Recurrent Unit (GRU) in forecasting the …
Memory (LSTM) and a recently proposed Gated Recurrent Unit (GRU) in forecasting the …
[HTML][HTML] Klobuchar, NeQuickG, BDGIM, GLONASS, IRI-2016, IRI-2012, IRI-Plas, NeQuick2, and GEMTEC Ionospheric Models: A Comparison in Total Electron Content …
YV Yasyukevich, D Zatolokin, A Padokhin, N Wang… - Sensors, 2023 - mdpi.com
Global navigation satellite systems (GNSS) provide a great data source about the
ionosphere state. These data can be used for testing ionosphere models. We studied the …
ionosphere state. These data can be used for testing ionosphere models. We studied the …
A neural network‐based ionospheric model over Africa from Constellation Observing System for Meteorology, Ionosphere, and Climate and Ground Global Positioning …
The first regional total electron content (TEC) model over the entire African region (known as
AfriTEC model) using empirical observations is developed and presented. Artificial neural …
AfriTEC model) using empirical observations is developed and presented. Artificial neural …
Global ionosphere modeling based on GNSS, satellite altimetry, radio occultation, and DORIS data considering ionospheric variation
The accuracy of ionospheric models estimated by ground‐based multiple global navigation
satellite system ionospheric data over regions with sparse tracking stations is not ideal. To …
satellite system ionospheric data over regions with sparse tracking stations is not ideal. To …
Storm‐time modeling of the African regional ionospheric total electron content using artificial neural networks
This paper presents the development of a storm‐time total electron content (TEC) model
over the African sector for the first time. The storm criterion used was| Dst|≥ 50 nT and Kp≥ …
over the African sector for the first time. The storm criterion used was| Dst|≥ 50 nT and Kp≥ …
[HTML][HTML] Low-latitude ionospheric responses and coupling to the February 2014 multiphase geomagnetic storm from GNSS, magnetometers, and space weather data
The ionospheric response and the associated mechanisms to geomagnetic storms are very
complex, particularly during the February 2014 multiphase geomagnetic storm. In this paper …
complex, particularly during the February 2014 multiphase geomagnetic storm. In this paper …
Ionospheric and plasmaspheric electron contents from space-time collocated digisonde, COSMIC, and GPS observations and model assessments
An accurate representation of bottomside, topside ionosphere, and plasmasphere electron
content remains as one of the important issues for the development of realistic ionosphere …
content remains as one of the important issues for the development of realistic ionosphere …
Total electron content at equatorial and low-, middle-and high-latitudes in African longitude sector and its comparison with IRI-2016 and IRI-PLAS 2017 models
Ionosphere plays crucial role in satellite communication as well as the modern space-based
positioning, navigation and timing applications. Progressive exploitation of ground and …
positioning, navigation and timing applications. Progressive exploitation of ground and …
[HTML][HTML] Co-seismic ionospheric disturbances following the 2016 West Sumatra and 2018 Palu earthquakes from GPS and GLONASS measurements
The study of ionospheric disturbances associated with the two large strike-slip earthquakes
in Indonesia was investigated, which are West Sumatra on 2 March 2016 (Mw= 7.8), and …
in Indonesia was investigated, which are West Sumatra on 2 March 2016 (Mw= 7.8), and …
Performance analysis of quiet and disturbed time ionospheric TEC responses from GPS-based observations, IGS-GIM, IRI-2016 and SPIM/IRI-Plas 2017 models over …
KD Reddybattula, SK Panda - Advances in Space Research, 2019 - Elsevier
This paper focuses on the variability of ionospheric Total Electron Content (TEC) over low
latitude Indian sub-continental region during the geomagnetically quiet and disturbed …
latitude Indian sub-continental region during the geomagnetically quiet and disturbed …