Forecasting SYM‐H Index: A Comparison Between Long Short‐Term Memory and Convolutional Neural Networks
Forecasting geomagnetic indices represents a key point to develop warning systems for the
mitigation of possible effects of severe geomagnetic storms on critical ground infrastructures …
mitigation of possible effects of severe geomagnetic storms on critical ground infrastructures …
From the Sun to Earth: Effects of the 25 August 2018 geomagnetic storm
On 25 August 2018 the interplanetary counterpart of the 20 August 2018 coronal mass
ejection (CME) hit Earth, giving rise to a strong G3 geomagnetic storm. We present a …
ejection (CME) hit Earth, giving rise to a strong G3 geomagnetic storm. We present a …
Multifractal and chaotic properties of solar wind at MHD and kinetic domains: An empirical mode decomposition approach
Turbulence, intermittency, and self-organized structures in space plasmas can be
investigated by using a multifractal formalism mostly based on the canonical structure …
investigated by using a multifractal formalism mostly based on the canonical structure …
Measuring information coupling between the solar wind and the magnetosphere–ionosphere system
The interaction between the solar wind and the Earth's magnetosphere–ionosphere system
is very complex, being essentially the result of the interplay between an external driver, the …
is very complex, being essentially the result of the interplay between an external driver, the …
Tracking geomagnetic storms with dynamical system approach: ground-based observations
Using a dynamical systems approach, we examine the persistence and predictability of
geomagnetic perturbations across a range of different latitudes and levels of geomagnetic …
geomagnetic perturbations across a range of different latitudes and levels of geomagnetic …
Disentangling nonlinear geomagnetic variability during magnetic storms and quiescence by timescale dependent recurrence properties
T Alberti, J Lekscha, G Consolini… - Journal of Space …, 2020 - swsc-journal.org
Understanding the complex behavior of the near-Earth electromagnetic environment is one
of the main challenges of Space Weather studies. This includes both the correct …
of the main challenges of Space Weather studies. This includes both the correct …
Cross-Correlation Analysis of Cosmic Ray Intensity with Interplanetary and Geomagnetic Parameters during Disturbed and Quiet Periods
This work investigates the relationship between cosmic ray intensity (CRI) and key
interplanetary and geomagnetic parameters during both disturbed (November 1–6, 2021) …
interplanetary and geomagnetic parameters during both disturbed (November 1–6, 2021) …
Complexity measures of geomagnetic indices in the last two solar cycles
Abstract The SYM-H and AE geomagnetic indices can be considered as proxies of the
response of the Earth's magnetosphere and ionosphere to solar magnetic activity. They …
response of the Earth's magnetosphere and ionosphere to solar magnetic activity. They …
[HTML][HTML] Fractal methods in nonequilibrium systems
J Wanliss - Fractal Analysis-Applications and Updates, 2023 - intechopen.com
The principles of complexity science can be applied to systems with natural hazards, and
also human social and economic systems. Disruptive, extreme events result from emergent …
also human social and economic systems. Disruptive, extreme events result from emergent …
Linear versus nonlinear methods for detecting magnetospheric and ionospheric current systems patterns
There is a growing interest in the development of models and methods of analysis aimed to
recognize in the geomagnetic field signals the different contributions coming from the …
recognize in the geomagnetic field signals the different contributions coming from the …