Publications (6)
Predicting Swarm Equatorial Plasma Bubbles via Machine Learning and Shapley Values
S. A. Reddy, C. Forsyth, A. Aruliah +5
In this study we present AI Prediction of Equatorial Plasma Bubbles (APE), a machine learning model that can accurately predict the Ionospheric Bubble Index (IBI) on the Swarm spac…
Unveiling plasma energization and energy transport in the Earth Magnetospheric System: the need for future coordinated multiscale observations
A. Retino, L. Kepko, H. Kucharek +31
Energetic plasma is everywhere in the Universe. The terrestrial Magnetospheric System is a key case where direct measures of plasma energization and energy transport can be made in…
Exploring Solar-Terrestrial Interactions via Multiple Observers (A White Paper for the Voyage 2050 long-term plan in the ESA Science Programme)
G. Branduardi-Raymont, M. Berthomier, Y. Bogdanova +24
This paper addresses the fundamental science question: "How does solar wind energy flow through the Earth's magnetosphere, how is it converted and distributed?". We need to underst…
A new technique for determining Substorm Onsets and Phases from Indices of the Electrojet (SOPHIE)
C. Forsyth, I. J. Rae, J. C. Coxon +4
We present a new quantitative technique that determines the times and durations of substorm expansion and recovery phases and possible growth phases based on percentiles of the rat…
AXIOM: Advanced X-ray Imaging Of the Magnetosphere
G. Branduardi-Raymont, S. F. Sembay, J. P. Eastwood +22
Planetary plasma and magnetic field environments can be studied by in situ measurements or by remote sensing. While the former provide precise information about plasma behaviour, i…
Dawn-dusk asymmetries in the coupled solar wind-magnetosphere-ionosphere system: a review
A. P. Walsh, S. Haaland, C. Forsyth +8
Dawn-dusk asymmetries are ubiquitous features of the coupled solar-wind-magnetosphere-ionosphere system. During the last decades, increasing availability of satellite and ground-ba…