Causal Inference in the Outer Radiation Belt: Evidence for Local Acceleration

Abstract Currently, there is no clear understanding of the comprehensive set of variables that controls fluxes of relativistic electrons within the outer radiation belt. Herein, the methodology based on causal inference is applied for identification of factors that control fluxes of relativistic electrons in the outer belt. The patterns of interactions between the solar wind, geomagnetic activity and belt electrons have been investigated. We found a significant information transfer from solar wind, geomagnetic activity and fluxes of very low energy electrons (54 keV), into fluxes of relativistic (470 keV) and ultra‐relativistic (2.23 MeV) electrons. We present evidence of a direct causal relationship from relativistic into ultra‐relativistic electrons, which points to a local acceleration mechanism for electrons energization. It is demonstrated that the observed information transfer from low energy electrons at 54 keV into energetic electrons at 470 keV is due to the presence of common external drivers such as substorm activity.

Authors

Institutions

Publication Details

Journal
Geophysical Research Letters
Published
2024-08-09
DOI
https://doi.org/10.1029/2023gl107166
Citations
4
Primary Topic
Ionosphere and magnetosphere dynamics
Type
article
Field-Weighted Citation Impact
1.33

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Causal Inference in the Outer Radiation Belt: Evidence for Local Acceleration

Milan Paluš, Georgios Balasis, Pouya Manshour, Constantinos Papadimitriou
4 citations
Geophysical Research Letters
Ionosphere and magnetosphere dynamics
1.33
article

Causal Inference in the Outer Radiation Belt: Evidence for Local Acceleration

Milan Paluš, Georgios Balasis, Pouya Manshour, Constantinos Papadimitriou
article en
4 citations

Abstract

Abstract Currently, there is no clear understanding of the comprehensive set of variables that controls fluxes of relativistic electrons within the outer radiation belt. Herein, the methodology based on causal inference is applied for identification of factors that control fluxes of relativistic electrons in the outer belt. The patterns of interactions between the solar wind, geomagnetic activity and belt electrons have been investigated. We found a significant information transfer from solar wind, geomagnetic activity and fluxes of very low energy electrons (54 keV), into fluxes of relativistic (470 keV) and ultra‐relativistic (2.23 MeV) electrons. We present evidence of a direct causal relationship from relativistic into ultra‐relativistic electrons, which points to a local acceleration mechanism for electrons energization. It is demonstrated that the observed information transfer from low energy electrons at 54 keV into energetic electrons at 470 keV is due to the presence of common external drivers such as substorm activity.

Geophysical Research LettersVol. 51(15)
Czech Academy of Sciences (CZ), National Observatory of Athens (GR), Czech Academy of Sciences, Institute of Computer Science (CZ)
Grantová Agentura České Republiky, Akademie Věd České Republiky
Affordable and clean energy
Openalex Percentile: Top 20%
Ionosphere and magnetosphere dynamics
1.33
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.