In this article, we considered the problem of M≥ 3 earthquake (EQ) forecasting (hindcasting)
using a machine learning (ML) approach, using experimental (training) time series on …

The high-precision water level measurements with a sampling interval of 5–10 min were
carried out in 1996–2017 in the YuZ-5 well, Kamchatka. In the obtained time series, water …

Deep tectonic tremor has been observed along major subduction zones and several
continental strike‐slip faults around the Pacific Rim and the Caribbean. However, it has not …

В скважине ЮЗ-5, Камчатка, в 1996–2017 гг. проводились прецизионные измерения
уровня воды с периодичностью 5–10 мин. В полученном ряду данных выделены …

In the present paper we consider the earthquake forecast as a binary problem of machine
learning on the imbalanced data base applied to five regions of Georgia. For the training we …

Seismo-hydrogeodynamic effects (SHGEs) in groundwater level (pressure) variations in a
range of periods from minutes to hours and days during local and teleseismic earthquakes …

Relevance. The science of studying the causes of earthquakes is rapidly developing. Each
cause of an earthquake can be considered a precursor of an earthquake and using these …

Strong earthquakes with magnitude M≥ 7 often cause disturbances of various durations, ie,
so called hydroseismic variations, in the water level in hydrologic boreholes at distances of …

It is known that variations of water level represent itself an integrated response of aquifer to
different periodic as well as non periodic influences, including earthquake related strain …

On the basis of the statistical analysis of the data obtained as a result of six-month
continuous monitoring on the territory of Georgia we determined the relation of the rate of the …