Complex network approaches to nonlinear time series analysis

Y Zou, RV Donner, N Marwan, JF Donges, J Kurths - Physics Reports, 2019 - Elsevier
In the last decade, there has been a growing body of literature addressing the utilization of
complex network methods for the characterization of dynamical systems based on time …

Complex systems methods characterizing nonlinear processes in the near-earth electromagnetic environment: Recent advances and open challenges

G Balasis, MA Balikhin, SC Chapman… - Space Science …, 2023 - Springer
Learning from successful applications of methods originating in statistical mechanics,
complex systems science, or information theory in one scientific field (eg, atmospheric …

Trends in recurrence analysis of dynamical systems

N Marwan, KH Kraemer - The European Physical Journal Special Topics, 2023 - Springer
The last decade has witnessed a number of important and exciting developments that had
been achieved for improving recurrence plot-based data analysis and to widen its …

[HTML][HTML] Defect detection and localization in polymer composites based on drilling force signal by recurrence analysis

K Ciecieląg, A Skoczylas, J Matuszak, K Zaleski… - Measurement, 2021 - Elsevier
Recurrence analysis is a method for the investigation of dynamic behavior changes in a
nonlinear time-series. In this study, the application of recurrence analysis methods for …

[HTML][HTML] Introduction to focus issue: Recurrence quantification analysis for understanding complex systems

N Marwan, CL Webber, EEN Macau… - … Journal of Nonlinear …, 2018 - pubs.aip.org
In 1987, recurrence plots were first introduced by Eckmann, Oliffson-Kamphorst, and Ruelle
as a simple graphical tool to visualize basic dynamical characteristics of time series. 1 This …

Recurrence‐based quantification of dynamical complexity in the Earth's magnetosphere at geospace storm timescales

RV Donner, G Balasis, V Stolbova… - Journal of …, 2019 - Wiley Online Library
Magnetic storms are the most prominent global manifestations of out‐of‐equilibrium
magnetospheric dynamics. Investigating the dynamical complexity exhibited by …

Concurrent effects between geomagnetic storms and magnetospheric substorms

T Alberti, D Faranda, G Consolini, P De Michelis… - Universe, 2022 - mdpi.com
An accurate understanding of dissimilarities in geomagnetic variability between quiet and
disturbed periods has the potential to vastly improve space weather diagnosis. In this work …

On the relationship between the fractal dimension of geomagnetic variations at Altay and the space weather characteristics

A Gvozdarev, R Parovik - Mathematics, 2023 - mdpi.com
The fractal dimension of geomagnetic field component variations (horizontal—H, vertical—Z
and magnetic declination—D) at the Baigazan magnetic station at Russian Altay, for the …

Fractal dimension analysis of Earth magnetic field during 26 August 2018 geomagnetic storm

A Wawrzaszek, R Modzelewska, A Krasińska, A Gil… - Entropy, 2022 - mdpi.com
We analyse the fractal nature of geomagnetic field northward and eastward horizontal
components with 1 min resolution measured by the four stations Belsk, Hel, Sodankylä and …

Katz fractal dimension of geoelectric field during severe geomagnetic storms

A Gil, V Glavan, A Wawrzaszek, R Modzelewska… - Entropy, 2021 - mdpi.com
We are concerned with the time series resulting from the computed local horizontal
geoelectric field, obtained with the aid of a 1-D layered Earth model based on local …