[HTML][HTML] Recent advances and challenges in the seismo-electromagnetic study: A brief review
Due to their potential application in earthquake forecasting, seismo-electromagnetic
phenomena were intensively studied for several decades all over the world. At present …
phenomena were intensively studied for several decades all over the world. At present …
Ionospheric precursors of earthquakes and global electric circuit
S Pulinets, D Davidenko - Advances in Space Research, 2014 - Elsevier
The electromagnetic coupling between the seismically activated area and the ionosphere is
considered within the framework of the Global Electric Circuit (GEC) conception. First we …
considered within the framework of the Global Electric Circuit (GEC) conception. First we …
[HTML][HTML] Ensemble machine learning of random forest, AdaBoost and XGBoost for vertical total electron content forecasting
Space weather describes varying conditions between the Sun and Earth that can degrade
Global Navigation Satellite Systems (GNSS) operations. Thus, these effects should be …
Global Navigation Satellite Systems (GNSS) operations. Thus, these effects should be …
Earthquake magnitude prediction in Hindukush region using machine learning techniques
Earthquake magnitude prediction for Hindukush region has been carried out in this research
using the temporal sequence of historic seismic activities in combination with the machine …
using the temporal sequence of historic seismic activities in combination with the machine …
Physical bases of the generation of short-term earthquake precursors: A complex model of ionization-induced geophysical processes in the lithosphere-atmosphere …
SA Pulinets, DP Ouzounov, AV Karelin… - Geomagnetism and …, 2015 - Springer
This paper describes the current understanding of the interaction between geospheres from
a complex set of physical and chemical processes under the influence of ionization. The …
a complex set of physical and chemical processes under the influence of ionization. The …
[HTML][HTML] Precursory worldwide signatures of earthquake occurrences on Swarm satellite data
The study of the preparation phase of large earthquakes is essential to understand the
physical processes involved, and potentially useful also to develop a future reliable short …
physical processes involved, and potentially useful also to develop a future reliable short …
[HTML][HTML] Earthquake prediction model using support vector regressor and hybrid neural networks
Earthquake prediction has been a challenging research area, where a future occurrence of
the devastating catastrophe is predicted. In this work, sixty seismic features are computed …
the devastating catastrophe is predicted. In this work, sixty seismic features are computed …
[图书][B] Pre-earthquake processes: a multidisciplinary approach to earthquake prediction studies
Pre-Earthquake signals are advanced warnings of a larger seismic event. A better
understanding of these processes can help to predict the characteristics of the subsequent …
understanding of these processes can help to predict the characteristics of the subsequent …
Ionospheric electron enhancement preceding the 2011 Tohoku‐Oki earthquake
K Heki - Geophysical Research Letters, 2011 - Wiley Online Library
The 2011 March 11 Tohoku‐Oki earthquake (Mw9. 0) caused vast damages to the country.
Large events beneath dense observation networks could bring breakthroughs to seismology …
Large events beneath dense observation networks could bring breakthroughs to seismology …
Towards advancing the earthquake forecasting by machine learning of satellite data
Earthquakes have become one of the leading causes of death from natural hazards in the
last fifty years. Continuous efforts have been made to understand the physical characteristics …
last fifty years. Continuous efforts have been made to understand the physical characteristics …