Seismic instruments: article

Adaptation of the superimposed epoch method for signals with an uneven observation schedule
A.V. Deshcherevskii 1 Sh.H. Idarmachev 2
1 Schmidt Institute of Physics of the Earth, Russian Academy of Sciences 2 Dagestan Federal Research Center of the Russian Academy of Sciences
Journal: Seismic instruments
Tome: 60
Number: 1
Year: 2024
Pages: 5-24
UDK: 519.246.8+550.34+550.372
DOI: 10.21455/si2024.1-1
Full text
Keywords: non-stationary time series, method of superimposing epochs, obtaining unbiased estimates in the presence of omissions of observations, daily variations in the electrical resistance of rocks, precision monitoring
Аnnotation: Periodic variations of various geophysical parameters (seasonal, diurnal, etc.) often have a non-sinusoidal shape. To estimate the shape of such fluctuations, the epoch superposition method (SEA) is usually used. However, in practice, the SEA estimates may be biased if the initial series contains a noticeable trend (especially non-linear) and/or a periodic component, as well as omissions of observations. In this paper, we consider the case when the omissions of observations are distributed unevenly within the period. Numerical models show that in this case, the bias of the SEA estimates persists even under the condition of preliminary detrending of the series. The paper proposes an iterative algorithm for constructing an unbiased estimate of a periodic function in such a situation. The algorithm was tested on a time series of measurements of the apparent resistance of the upper layer of the Earth’s crust in the right bank of the Chirkeyskaya HPP. The resistance of rocks was measured by the dipole electrical sounding method for two years in time increments of 1 hour. The feeding dipole was located on the surface, the receiving one at a depth of 100 m. As a result of calculations, unbiased estimates of the shape of the daily variation of electrical resistance are obtained. The amplitude of the daily variation turned out to be 1.7±0.25 %. The asymmetry of the daily effect was found: the decrease in resistance occurs about twice as fast as its growth