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Predicting Geostationary 40–150 keV Electron Flux Using ARMAX (an Autoregressive Moving Average Transfer Function), RNN (a Recurrent Neural Network), and Logistic Regression: A Comparison of Models
Forecasting Geomagnetic Storm Disturbances and Their Uncertainties Using Deep Learning
D. Conde, F. L. Castillo, C. Escobar, C. García, J. E. García, V. Sanz, B. Zaldívar, J. J. Curto, S. Marsal and J. M. Torta Space Weather 21(11) (2023) https://doi.org/10.1029/2023SW003474
A machine learning-based model for the next 3-day geomagnetic index (Kp) forecast
Jonathan T. Niehof, Steven K. Morley, Daniel T. Welling and Brian A. Larsen Frontiers in Astronomy and Space Sciences 9 (2022) https://doi.org/10.3389/fspas.2022.1023612
Investigating and comparing the two superstorms in the 23rd solar cycle
Forecasting the Geomagnetic Activity Several Days in Advance Using Neural Networks Driven by Solar EUV Imaging
Guillerme Bernoux, Antoine Brunet, Éric Buchlin, Miho Janvier and Angélica Sicard Journal of Geophysical Research: Space Physics 127(10) (2022) https://doi.org/10.1029/2022JA030868
On the Considerations of Using Near Real Time Data for Space Weather Hazard Forecasting
A. W. Smith, C. Forsyth, I. J. Rae, T. M. Garton, C. M. Jackman, M. Bakrania, R. M. Shore, G. S. Richardson, C. D. Beggan, M. J. Heyns, J. P. Eastwood, A. W. P. Thomson and J. M. Johnson Space Weather 20(7) (2022) https://doi.org/10.1029/2022SW003098
Foundations of Intelligent Systems
Yasser Abduallah, Jason T. L. Wang, Chunhui Xu and Haimin Wang Lecture Notes in Computer Science, Foundations of Intelligent Systems 13515 325 (2022) https://doi.org/10.1007/978-3-031-16564-1_31
Local Magnetic Activity Index Nowcast Based on Concurrent Measurements at Two Observatories in Close Proximity
Probabilistic Geomagnetic Storm Forecasting via Deep Learning
Adrian Tasistro‐Hart, Alexander Grayver and Alexey Kuvshinov Journal of Geophysical Research: Space Physics 126(1) (2021) https://doi.org/10.1029/2020JA028228
Forecasting the Probability of Large Rates of Change of the Geomagnetic Field in the UK: Timescales, Horizons, and Thresholds
A. W. Smith, C. Forsyth, I. J. Rae, T. M. Garton, T. Bloch, C. M. Jackman and M. Bakrania Space Weather 19(9) (2021) https://doi.org/10.1029/2021SW002788
The Geomagnetic Kp Index and Derived Indices of Geomagnetic Activity
An operational approach to forecast the Earth’s radiation belts dynamics
Guillerme Bernoux, Antoine Brunet, Éric Buchlin, Miho Janvier and Angélica Sicard Journal of Space Weather and Space Climate 11 60 (2021) https://doi.org/10.1051/swsc/2021045
Space Weather research in the Digital Age and across the full data lifecycle: Introduction to the Topical Issue
Ryan M. McGranaghan, Enrico Camporeale, Manolis Georgoulis and Anastasios Anastasiadis Journal of Space Weather and Space Climate 11 50 (2021) https://doi.org/10.1051/swsc/2021037
Fusion of wildlife tracking and satellite geomagnetic data for the study of animal migration
Fernando Benitez-Paez, Vanessa da Silva Brum-Bastos, Ciarán D. Beggan, Jed A. Long and Urška Demšar Movement Ecology 9(1) (2021) https://doi.org/10.1186/s40462-021-00268-4
Mathematical Analysis of the 08 May 2014 Weak Storm