Prediction of ionospheric TEC by LSTM and OKSM during M class solar flares occurred during the year 2023

INIS

• correlations 50%
• electrons 100%
• errors 100%
• evaluation 16%
• forecasting 33%
• gps 16%
• interpolation 16%
• ionosphere 16%
• kriging 16%
• machine learning 16%
• metrics 33%
• navigation 16%
• neural networks 16%
• performance 33%
• prediction 100%
• roots 66%
• satellites 16%
• solar activity 16%
• solar flares 100%
• space 83%
• symmetry 33%
• variations 16%
• weather 83%

Earth and Planetary Sciences

• Autocorrelation 20%
• Correlation Coefficient 40%
• Earth Ionosphere 20%
• Geostatistics 20%
• Global Positioning System 20%
• Interpolation 20%
• Ionospherics 100%
• Kriging 20%
• Machine Learning 20%
• Root-Mean-Square Error 80%
• Satellite Communication 20%
• Solar Activity 20%
• Solar Flare 100%
• Space Weather 100%
• Temporal Variation 20%
• Total Electron Content 100%
• Weather Condition 20%
• Weather Forecast 20%
• Weather Forecasting 20%

Engineering

• Adaptability 20%
• Applicability 20%
• Infrastructure 20%
• Limitations 20%
• Long Short-Term Memory 100%
• Metrics 40%
• Network Model 20%
• Predictive Capability 20%
• Root Mean Square Error 80%
• Surrogate Model 20%
• Temporal Variation 20%