Pre-Earthquake Ionospheric Perturbation Identification Using CSES Data via Transfer Learning

Pre-Earthquake Ionospheric Perturbation Identification Using CSES Data via Transfer Learning

During the lithospheric buildup to an earthquake, complex physical changes occur within the earthquake hypocenter. Data pertaining to the changes in the ionosphere may be obtained by satellites, and the analysis of data anomalies can help identify earthquake precursors. In this paper, we present a d...

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Bibliographic Details
Main Authors: Pan Xiong, Cheng Long, Huiyu Zhou, Roberto Battiston, Angelo De Santis, Dimitar Ouzounov, Xuemin Zhang, Xuhui Shen
Format: article
Language:EN
Published: Frontiers Media S.A. 2021
Subjects:
earthquake
pre-earthquake anomalies
CSES and DEMETER satellites
ionospheric plasma
transfer deep learning
physical mechanisms
Environmental sciences
GE1-350
Online Access:https://doaj.org/article/58fe2d9e1539444a85cb091e28c8700e
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https://doaj.org/article/58fe2d9e1539444a85cb091e28c8700e

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