Automatic Recognition of Vertical-Line Pulse Train from China Seismo-Electromagnetic Satellite Based on Unsupervised Clustering

Automatic Recognition of Vertical-Line Pulse Train from China Seismo-Electromagnetic Satellite Based on Unsupervised Clustering

Pulse signals refer to electromagnetic waveforms with short duration and high peak energy in the time domain. Spatial electromagnetic pulse interference signals can be caused by various factors such as lightning, arc discharge, solar disturbances, and electromagnetic disturbances in space. Pulse dis...

Full description

Bibliographic Details
Main Authors:	Ying Han, Yalan Li, Jing Yuan, Jianping Huang, Xuhui Shen, Zhong Li, Li Ma, Yanxia Zhang, Xinfang Chen, Yali Wang
Format:	Article
Language:	English
Published:	MDPI AG 2023-08-01
Series:	Atmosphere
Subjects:	China Seismo-Electromagnetic Satellite (CSES) very low frequency (VLF) vertical-line pulse train (VLPT) k-means + + automatic recognition
Online Access:	https://www.mdpi.com/2073-4433/14/8/1296

Similar Items

The Possible Seismo-Ionospheric Perturbations Recorded by the China-Seismo-Electromagnetic Satellite
by: Zeren Zhima, et al.
Published: (2022-02-01)

The Typical ELF/VLF Electromagnetic Wave Activities in the Upper Ionosphere Recorded by the China Seismo-Electromagnetic Satellite
by: Yunpeng Hu, et al.
Published: (2024-08-01)

Seismo-Ionospheric Effects Prior to Two Earthquakes in Taiwan Detected by the China Seismo-Electromagnetic Satellite
by: Yufan Guo, et al.
Published: (2022-09-01)

Electrical Conductivity of Mantle Transition Zone and Water Content Revealed by the Magnetic Data of China Seismo-Electromagnetic Satellite
by: Mingquan Lai, et al.
Published: (2025-01-01)

Storm-Time Features of the Ionospheric ELF/VLF Waves and Energetic Electron Fluxes Revealed by the China Seismo-Electromagnetic Satellite
by: Zeren Zhima, et al.
Published: (2021-03-01)

The representative scientific results of the China Seismo-Electromagnetic Satellite
by: Zhima Zeren, et al.
Published: (2025-01-01)

Spatial Characteristics of Global Strong Constant-Frequency Electromagnetic Disturbances from Electric-Field VLF Data of the CSES
by: Ying Han, et al.
Published: (2023-07-01)

Spatial and Temporal Distribution of Northwest Cape Transmitter (19.8 kHz) Radio Signals Using Data Collected by the China Seismo-Electromagnetic Satellite
by: Honggeng Cai, et al.
Published: (2023-12-01)

Recent Advances and Challenges in the Seismo-Electromagnetic Study: A Brief Review
by: Hongyan Chen, et al.
Published: (2022-11-01)

Seísmos
by: Diego Aguilar Sandí
Published: (2024-02-01)

A Six-Year (2014–2020) Statistical Correlation Study of VLF Terminator Time Shift with Earthquakes in Japan
by: Dimitrios Z. Politis, et al.
Published: (2024-11-01)

Automatic Recognition of Constant-Frequency Electromagnetic Disturbances Observed by the Electric Field Detector on Board the CSES
by: Ying Han, et al.
Published: (2023-01-01)

Ionospheric TEC and plasma anomalies possibly associated with the 14 July 2019 Mw7.2 Indonesia Laiwui earthquake, from analysis of GPS and CSES data
by: YuanZheng Wen, et al.
Published: (2022-06-01)

China Seismo-Electromagnetic Satellite search coil magnetometer data and initial results
by: Qiao Wang, et al.
Published: (2018-11-01)

The Seismo-Ionospheric Disturbances before the 9 June 2022 Maerkang Ms6.0 Earthquake Swarm
by: Jiang Liu, et al.
Published: (2022-10-01)

Responses to the Preparation of the 2021 M7.4 Madoi Earthquake in the Lithosphere–Atmosphere–Ionosphere System
by: Yali Wang, et al.
Published: (2023-08-01)

Study on the CSES Electric Field VLF Electromagnetic Pulse Sequences Triggered by Volcanic Eruptions
by: Siyu Liu, et al.
Published: (2025-02-01)

Multiple-Band Electric Field Response to the Geomagnetic Storm on 4 November 2021
by: Jie Zheng, et al.
Published: (2024-09-01)

Frequency Extraction of Global Constant Frequency Electromagnetic Disturbances from Electric Field VLF Data on CSES
by: Ying Han, et al.
Published: (2023-04-01)

Comparison of Scalar Magnetic Field Data of China Seismo-Electromagnetic Satellite and Swarm Bravo Satellite
by: Zhang Jianing, et al.
Published: (2022-07-01)

The electromagnetic anomalies recorded by CSES during Yangbi and Madoi earthquakes occurred in late May 2021 in west China
by: Qiao Wang, et al.
Published: (2022-03-01)

Preliminary results of the High Energetic Particle Package on-board the China Seismo-Electromagnetic Satellite
by: Wei Chu, et al.
Published: (2018-11-01)

The First Pi2 Pulsation Observed by China Seismo-Electromagnetic Satellite
by: Essam Ghamry, et al.
Published: (2020-07-01)

Retrospective Study on Seismic Ionospheric Anomalies Based on Five-Year Observations from CSES
by: Rui Yan, et al.
Published: (2024-11-01)

Statistical Seismo-Ionospheric Influence with the Focal Mechanism under Consideration
by: Mei Li, et al.
Published: (2023-02-01)

Precise Orbit Determination of the China Seismo-Electromagnetic Satellite (CSES) Using Onboard GPS and BDS Observations
by: Yun Qing, et al.
Published: (2020-10-01)

The variations of electron density and temperature related to seismic activities observed by CSES
by: Keying Zhu, et al.
Published: (2021-06-01)

Study on VLF Electric Field Anomalies Caused by Seismic Activity on the Western Coast of the Pacific Rim
by: Zhong Li, et al.
Published: (2023-11-01)

Annual and semi-annual variations of electron density in the topside ionosphere observed by CSES
by: Keying Zhu, et al.
Published: (2023-03-01)

An Improved Pattern Informatics Method for Extracting Ionospheric Disturbances Related to Seismicity Based on CSES Data: A Case Study of the Mw7.3 Maduo Earthquake
by: Weixi Tian, et al.
Published: (2024-12-01)

Polarization Method-Based Research on Magnetic Field Data Associated with Earthquakes in Northeast Asia Recorded by the China Seismo-Electromagnetic Satellite
by: Muping Yang, et al.
Published: (2023-10-01)

Investigating Equatorial Plasma Depletions through CSES-01 Satellite Data
by: Paola De Michelis, et al.
Published: (2024-07-01)

Ionospheric Disturbances Possibly Associated with Yangbi Ms6.4 and Maduo Ms7.4 Earthquakes in China from China Seismo Electromagnetic Satellite
by: Xiaohui Du, et al.
Published: (2022-03-01)

Spatial analyses on pre-earthquake ionospheric anomalies and magnetic storms observed by China seismo-electromagnetic satellite in August 2018
by: Jann-Yenq Tiger Liu, et al.
Published: (2024-01-01)

Statistical and Criticality Analysis of the Lower Ionosphere Prior to the 30 October 2020 Samos (Greece) Earthquake (M6.9), Based on VLF Electromagnetic Propagation Data as Recorded by a New VLF/LF Receiver Installed in Athens (Greece)
by: Dimitrios Z. Politis, et al.
Published: (2021-05-01)

The First Intense Geomagnetic Storm Event Recorded by the China Seismo‐Electromagnetic Satellite
by: Y.‐Y. Yang, et al.
Published: (2020-01-01)

The upward propagating ionospheric hiss waves during the seismic time observed by the China seismo-electromagnetic satellite
by: Fangxian Lv, et al.
Published: (2023-05-01)

Risk Assessment and Experimental Light-Balloon Deployment of a Stratospheric Vertical VLF Transmitter
by: Tomasz Aleksander Miś, et al.
Published: (2023-01-01)

Day-to-day and longitudinal variability of the equatorial electrojet as viewed from the Sun-synchronous CSES satellite
by: Yosuke Yamazaki, et al.
Published: (2024-11-01)

Investigation of Leachate Plume and Groundwater Pollution using Geophysical and Physio-chemical Methods in an Open Dumpsite at Idugosa, Federal Capital Territory (FCT), Abuja, Nigeria
by: Agu C Rita, et al.
Published: (2023-09-01)