Modeling and Predicting the Ionospheric Total Electron Content Over Western China With Machine Learning

Mapping Intimacies ◽

10.1109/iemcon53756.2021.9623143 ◽

2021 ◽

Author(s):

Fengyang Long ◽

Chengfa Gao ◽

Yanfeng Dong

Keyword(s):

Machine Learning ◽

Total Electron Content ◽

Western China ◽

Electron Content ◽

Total Electron ◽

Ionospheric Total Electron Content

Download Full-text

GIMLi: Global Ionospheric total electron content model based on machine learning

GPS Solutions ◽

10.1007/s10291-020-01055-1 ◽

2020 ◽

Vol 25 (1) ◽

Author(s):

Aleksei V. Zhukov ◽

Yury V. Yasyukevich ◽

Aleksei E. Bykov

Keyword(s):

Machine Learning ◽

Total Electron Content ◽

Electron Content ◽

Total Electron ◽

Content Model ◽

Model Based ◽

Ionospheric Total Electron Content

Download Full-text

Data‐Driven Forecasting of Low‐Latitude Ionospheric Total Electron Content (TEC) Using the Random Forest and LSTM Machine Learning Methods

Space Weather ◽

10.1029/2020sw002639 ◽

2021 ◽

Author(s):

Gebreab K. Zewdie ◽

Cesar Valladares ◽

Morris B. Cohen ◽

David J. Lary ◽

Dhanya Ramani ◽

...

Keyword(s):

Machine Learning ◽

Random Forest ◽

Total Electron Content ◽

Data Driven ◽

Electron Content ◽

Low Latitude ◽

Learning Methods ◽

Total Electron ◽

Machine Learning Methods ◽

Ionospheric Total Electron Content

Download Full-text

Correction to: GIMLi: Global Ionospheric total electron content model based on machine learning

GPS Solutions ◽

10.1007/s10291-020-01063-1 ◽

2020 ◽

Vol 25 (1) ◽

Author(s):

Aleksei V. Zhukov ◽

Yury V. Yasyukevich ◽

Aleksei E. Bykov

Keyword(s):

Machine Learning ◽

Total Electron Content ◽

Electron Content ◽

Total Electron ◽

Content Model ◽

Model Based ◽

Ionospheric Total Electron Content

Download Full-text

Construction and validation of the regional model of ionospheric total electron content using dual-frequency carrier-phase observations of networks of permanent GNSS-stations

Kosmìčna nauka ì tehnologìâ ◽

10.15407/knit2015.06.028 ◽

2015 ◽

Vol 21 (6(97)) ◽

pp. 28-48

Author(s):

A.A. Zhalilo ◽

◽

A.I. Yemets ◽

E.A. Bessonov ◽

I.V. Ditskiy ◽

...

Keyword(s):

Total Electron Content ◽

Carrier Phase ◽

Regional Model ◽

Electron Content ◽

Dual Frequency ◽

Total Electron ◽

Ionospheric Total Electron Content

Download Full-text

Modeling and prediction of ionospheric total electron content by time series analysis

2010 2nd International Conference on Advanced Computer Control ◽

10.1109/icacc.2010.5486653 ◽

2010 ◽

Author(s):

Xiuhai Li ◽

Dazhi Guo

Keyword(s):

Time Series ◽

Time Series Analysis ◽

Total Electron Content ◽

Electron Content ◽

Total Electron ◽

Series Analysis ◽

Modeling And Prediction ◽

Ionospheric Total Electron Content

Download Full-text

Reanalysis of the ionospheric total electron content anomalies around the 2011 Tohoku-Oki and 2016 Kumamoto earthquakes: Lack of a clear precursor of large earthquakes

10.1002/essoar.10506732.1 ◽

2021 ◽

Author(s):

Ryoya Ikuta ◽

Ryoto Oba ◽

Daiki Kiguchi ◽

Tomoya Hisada

Keyword(s):

Total Electron Content ◽

Electron Content ◽

Total Electron ◽

Ionospheric Total Electron Content ◽

Large Earthquakes ◽

2016 Kumamoto Earthquakes

Download Full-text

Measurement of Ionospheric Total Electron Content Using Single-Frequency Geostationary Satellite Observations

Radio Science ◽

10.1029/2018rs006575 ◽

2019 ◽

Vol 54 (1) ◽

pp. 10-19 ◽

Author(s):

C. Cooper ◽

C. N. Mitchell ◽

C. J. Wright ◽

D. R. Jackson ◽

B. A. Witvliet

Keyword(s):

Total Electron Content ◽

Geostationary Satellite ◽

Satellite Observations ◽

Single Frequency ◽

Electron Content ◽

Total Electron ◽

Ionospheric Total Electron Content

Download Full-text

Prediction of ionospheric total electron content using adaptive neural network with in-situ learning algorithm

Advances in Space Research ◽

10.1016/j.asr.2010.08.016 ◽

2011 ◽

Vol 47 (1) ◽

pp. 115-123 ◽

Author(s):

Rajat Acharya ◽

Bijoy Roy ◽

M.R. Sivaraman ◽

Ashish Dasgupta

Keyword(s):

Neural Network ◽

Total Electron Content ◽

Learning Algorithm ◽

Electron Content ◽

Adaptive Neural Network ◽

Total Electron ◽

Ionospheric Total Electron Content

Download Full-text

Wavelet neural networks using particle swarm optimization training in modeling regional ionospheric total electron content

Journal of Atmospheric and Solar-Terrestrial Physics ◽

10.1016/j.jastp.2016.09.005 ◽

2016 ◽

Vol 149 ◽

pp. 21-30 ◽

Author(s):

Mir Reza Ghaffari Razin ◽

Behzad Voosoghi

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Total Electron Content ◽

Particle Swarm ◽

Electron Content ◽

Wavelet Neural Networks ◽

Swarm Optimization ◽

Total Electron ◽

Ionospheric Total Electron Content

Download Full-text

Global Variations of Ionospheric Total Electron Content (TEC) Derived from GPS Global Ionospheric Maps

Momona Ethiopian Journal of Science ◽

10.4314/mejs.v9i2.2 ◽

2017 ◽

Vol 9 (2) ◽

pp. 141

Author(s):

Hintsa Gebreselasse ◽

Gebregiorgis Abraha

Keyword(s):

Total Electron Content ◽

Electron Content ◽

Total Electron ◽

Ionospheric Total Electron Content ◽

Global Ionospheric Maps

Download Full-text