2018
DOI: 10.3390/e20090691
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The Behavior of VLF/LF Variations Associated with Geomagnetic Activity, Earthquakes, and the Quiet Condition Using a Neural Network Approach

Abstract: The neural network approach is proposed for studying very-low- and low-frequency (VLF and LF) subionospheric radio wave variations in the time vicinities of magnetic storms and earthquakes, with the purpose of recognizing anomalies of different types. We also examined the days with quiet geomagnetic conditions in the absence of seismic activity, in order to distinguish between the disturbed signals and the quiet ones. To this end, we trained the neural network (NN) on the examples of the representative databas… Show more

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Cited by 8 publications
(3 citation statements)
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“…Models proposed to describe their generation mechanisms invoke physical effects such as piezoelectricity, piezomagnetism and electrokinetic processes. During their propagation through the crust, the higher frequencies of seismo-associated disturbances are attenuated, and only the low-frequency components up to VLFs are supposed to reach the Earth's surface and propagate further into the near-Earth space [see e.g (Molchanov & Hayakawa 1998;Hayakawa et al 2010;Biagi et al 2008;Popova et al 2018)]. The interaction of these electromagnetic emissions with the ionospheric environment can cause different kinds of direct and indirect perturbations in the plasma component, as well as in the electromagnetic field and particles trapped in the Van Allen radiation belts.…”
Section: Scientific Goals Of Cses Missionmentioning
confidence: 99%
“…Models proposed to describe their generation mechanisms invoke physical effects such as piezoelectricity, piezomagnetism and electrokinetic processes. During their propagation through the crust, the higher frequencies of seismo-associated disturbances are attenuated, and only the low-frequency components up to VLFs are supposed to reach the Earth's surface and propagate further into the near-Earth space [see e.g (Molchanov & Hayakawa 1998;Hayakawa et al 2010;Biagi et al 2008;Popova et al 2018)]. The interaction of these electromagnetic emissions with the ionospheric environment can cause different kinds of direct and indirect perturbations in the plasma component, as well as in the electromagnetic field and particles trapped in the Van Allen radiation belts.…”
Section: Scientific Goals Of Cses Missionmentioning
confidence: 99%
“…Field studies show that various seismo-geomagnetic signals can be generated at the different stages of earthquake formation and occurrence [18,[23][24][25]. These include the mid-and long-term resistivity changes before the earthquake [26][27][28], mid-and short-term ultra-low-frequency (ULF) [14,[29][30][31][32][33] and very low frequency (VLF) geomagnetic field changes [34][35][36][37], and changes in the total electron content (TEC) over a short period of hours/minutes [38][39][40][41]. Annual mobile geomagnetic observation is one of the observed methods for the geomagnetic field, which carries out periodic and repeated mobile observations on many geomagnetic observation sites in a specific area.…”
Section: Introductionmentioning
confidence: 99%
“…It is claimed that it is possible to determine the area of about 300 km, where the epicenter of the earthquake was located. The study of variations in VLF signals has been conducted by various methods in recent years [ 4 , 13 , 14 ]. In particular, a recent paper [ 15 ] analyzed possible earthquake predictors in Nepal in April 2015 using data series from various sources, including VLF signals and the total electron content (TEC).…”
Section: Introductionmentioning
confidence: 99%