Detecting Total Electron Content Precursors Before Earthquakes by Examining Total Electron Content Images Based on Butterworth Filter in Convolutional Neural Networks

Detecting Total Electron Content Precursors Before Earthquakes by Examining Total Electron Content Images Based on Butterworth Filter in Convolutional Neural Networks

Daily total electron content (TEC) images created by splitting TEC maps for three time periods from September 1 to 24, 1999; from February 1 to 24, 2003; and from May 1 to 24, 2003 (Taiwan Standard Time [TST]) as training images (inputs) were used to create two convolutional neural network (CNN) mod...

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Bibliographic Details
Main Authors: Jyh-Woei Lin, Juing-Shian Chiou
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Daily total electron content (TEC) images
convolutional neural network (CNN)
wedge effects
Butterworth filter
temporal TEC multi-precursors (TTMPs)
Chi-Chi earthquake
Online Access:https://ieeexplore.ieee.org/document/9113262/

Internet

https://ieeexplore.ieee.org/document/9113262/

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