The complex dynamics of earthquake fault systems: New approaches to forecasting and nowcasting of earthquakes

JB Rundle, S Stein, A Donnellan… - Reports on progress …, 2021 - iopscience.iop.org
Charles Richter's observation that'only fools and charlatans predict earthquakes,'reflects the
fact that despite more than 100 years of effort, seismologists remain unable to do so with …

A critical review of ground based observations of earthquake precursors

L Conti, P Picozza, A Sotgiu - Frontiers in Earth Science, 2021 - frontiersin.org
We aim at giving a short review of the seismo-associated phenomena detected on ground
that in recent years have been investigated as possible earthquake precursors. The paper …

Detecting anomalies in time series data via a deep learning algorithm combining wavelets, neural networks and Hilbert transform

S Kanarachos, SRG Christopoulos, A Chroneos… - Expert Systems with …, 2017 - Elsevier
The quest for more efficient real-time detection of anomalies in time series data is critically
important in numerous applications and systems ranging from intelligent transportation …

Nowcasting earthquakes

JB Rundle, DL Turcotte, A Donnellan… - Earth and Space …, 2016 - Wiley Online Library
Nowcasting is a term originating from economics and finance. It refers to the process of
determining the uncertain state of the economy or markets at the current time by indirect …

Similarity of fluctuations in correlated systems: The case of seismicity

PA Varotsos, NV Sarlis, HK Tanaka, ES Skordas - Physical Review E …, 2005 - APS
We report a similarity of fluctuations in equilibrium critical phenomena and nonequilibrium
systems, which is based on the concept of natural time. The worldwide seismicity as well as …

Long-range correlations in the electric signals that precede rupture: Further investigations

PA Varotsos, NV Sarlis, ES Skordas - Physical Review E, 2003 - APS
The correlations within the time series of the seismic electric signal (SES) activities have
been studied in a previous paper [P. Varotsos, N. Sarlis, and E. Skordas, Phys. Rev. E 66 …

Attempt to distinguish electric signals of a dichotomous nature

PA Varotsos, NV Sarlis, ES Skordas - Physical Review E, 2003 - APS
Three types of electric signals were analyzed: Ion current fluctuations in membrane
channels (ICFMC), Seismic electric signals activities (SES), and “artificial” noises (AN). The …

Natural time analysis of critical phenomena

P Varotsos, NV Sarlis, ES Skordas, S Uyeda… - Proceedings of the …, 2011 - pnas.org
A quantity exists by which one can identify the approach of a dynamical system to the state
of criticality, which is hard to identify otherwise. This quantity is the variance of natural time χ …

Seismic Electric Signals: An additional fact showing their physical interconnection with seismicity

PA Varotsos, NV Sarlis, ES Skordas, MS Lazaridou - Tectonophysics, 2013 - Elsevier
Natural time analysis reveals novel dynamical features hidden behind time series in
complex systems. By applying it to the time series of earthquakes, we find that the order …

Nowcasting earthquakes: Imaging the earthquake cycle in California with machine learning

JB Rundle, A Donnellan, G Fox… - Earth and Space …, 2021 - Wiley Online Library
We propose a new machine learning‐based method for nowcasting earthquakes to image
the time‐dependent earthquake cycle. The result is a timeseries that may correspond to the …