Modeling of the cold electron plasma density for radiation belt physics
JF Ripoll, V Pierrard, GS Cunningham… - Frontiers in Astronomy …, 2023 - frontiersin.org
This review focusses strictly on existing plasma density models, including ionospheric
source models, empirical density models, physics-based and machine-learning density …
source models, empirical density models, physics-based and machine-learning density …
Statistics and empirical models of the plasmasphere boundaries from the Van Allen Probes for radiation belt physics
JF Ripoll, SA Thaller, DP Hartley… - Geophysical …, 2022 - Wiley Online Library
We deduce the electron plasma density from the NASA Van Allen Probes Electric Field and
Waves and Electric and Magnetic Field Instrument Suite and Integrated Science …
Waves and Electric and Magnetic Field Instrument Suite and Integrated Science …
Low frequency plasmaspheric hiss wave activity parameterized by plasmapause location: Models and simulations
AA Saikin, AY Drozdov… - Journal of Geophysical …, 2022 - Wiley Online Library
Plasmaspheric hiss waves are a dominant source of scattering for keV‐MeV radiation belt
electrons within the plasmasphere. Previous simulation and modeling work concerning hiss …
electrons within the plasmasphere. Previous simulation and modeling work concerning hiss …
[HTML][HTML] Overview, Progress and Next Steps for Our Understanding of the Near-Earth Space Radiation and Plasma Environment: Science and Applications
Abstract The Near-Earth Space Radiation and Plasma Environment falls within the realm of
G3 Cluster (G3 refers to 'Near-Earth Radiation and Plasma Environment'of the 'Coupled …
G3 Cluster (G3 refers to 'Near-Earth Radiation and Plasma Environment'of the 'Coupled …
Nonlinear wave‐particle interaction effects on radiation belt electron dynamics in 9 October 2012 storm
D Kondrashov, AY Drozdov… - Journal of Geophysical …, 2024 - Wiley Online Library
We study the geomagnetic storm of 9 October 2012, where it had been generally accepted
that the resulting prominent outer radiation belt electron acceleration throughout the storm is …
that the resulting prominent outer radiation belt electron acceleration throughout the storm is …
NARX neural network derivations of the outer boundary radiation belt electron flux
We present two new empirical models of radiation belt electron flux at geostationary orbit.
GOES‐15 measurements of 0.8 MeV electrons were used to train a Nonlinear …
GOES‐15 measurements of 0.8 MeV electrons were used to train a Nonlinear …
[HTML][HTML] Reconstruction of electron radiation belts using data assimilation and machine learning
AY Drozdov, D Kondrashov, K Strounine… - Frontiers in Astronomy …, 2023 - frontiersin.org
We present a reconstruction of radiation belt electron fluxes using data assimilation with low-
Earth-orbiting Polar Orbiting Environmental Satellites (POES) measurements mapped to …
Earth-orbiting Polar Orbiting Environmental Satellites (POES) measurements mapped to …
Ensemble modeling of radiation belt electron flux decay following a geomagnetic storm: Dependence on key input parameters
We perform an ensemble of quasi‐linear diffusion simulations of the radiation belt electron
flux decay for∼ 6 days at L= 3.5 during the recovery phase of the storm on 7 November …
flux decay for∼ 6 days at L= 3.5 during the recovery phase of the storm on 7 November …
Data assimilation in the near-earth electron radiation environment
YY Shprits, A Castillo, N Aseev… - Applications of data …, 2023 - books.google.com
Energetic charged particles trapped by the Earth's magnetic field present a significant
hazard for Earth-orbiting satellites and humans in space. Application of the data assimilation …
hazard for Earth-orbiting satellites and humans in space. Application of the data assimilation …
A modeling study of≥ 2 MeV electron fluxes in GEO at different prediction time scales based on LSTM and transformer networks
In this study, we develop models to predict the log 10 of≥ 2 MeV electron fluxes with 5-
minute resolution at the geostationary orbit using the Long Short-Term Memory (LSTM) and …
minute resolution at the geostationary orbit using the Long Short-Term Memory (LSTM) and …