Towards advancing the earthquake forecasting by machine learning of satellite data

no code implementations • 31 Jan 2021 • Pan Xiong, Lei Tong, Kun Zhang, Xuhui Shen, Roberto Battiston, Dimitar Ouzounov, Roberto Iuppa, Danny Crookes, Cheng Long, Huiyu Zhou

Amongst the available technologies for earthquake research, remote sensing has been commonly used due to its unique features such as fast imaging and wide image-acquisition range.

BIG-bench Machine Learning

Revealing pre-earthquake signatures in atmosphere and ionosphere associated with 2015 M7.8 and M7.3 events in Nepal. Preliminary results

no code implementations • 7 Aug 2015 • Dimitar Ouzounov, Sergey Pulinets, Dmitry Davidenko

We found that in mid March 2015 a rapid augment of satellite observed earth radiation in atmosphere and the anomaly located in close vicinity to the future M7. 8 epicenter reached the maximum on April 21-22.

Geophysics Atmospheric and Oceanic Physics Data Analysis, Statistics and Probability Physics and Society Space Physics