On the correlation between earthquakes and prior ionospheric scintillations over the ocean: A study using GNSS-R data between 2017 and 2021

BEB Semlali, C Molina, H Park… - IEEE Journal of Selected …, 2024 - ieeexplore.ieee.org
From 1980 to 2021, earthquakes have caused more than 846 000 casualties and about US
$661 billion in economic losses. At present, there are no reliable earthquake precursors to …

Earthquake Prediction Model Based on Geomagnetic Field Data Using Automated Machine Learning

KA Yusof, S Mashohor, M Abdullah… - … and Remote Sensing …, 2024 - ieeexplore.ieee.org
The observation of geomagnetic anomalies appearing prior to earthquakes (EQs) is
theorized to be generated by underground seismic processes. However, these pre EQ …

Detection of ULF Geomagnetic Anomalies Prior to the Tohoku-Oki Earthquake by the Multi-reference Station Method

J Xue, Q Huang, S Wu, L Zhao - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The ultralow-frequency (ULF) electromagnetic anomaly has been considered one of the
earthquake precursory signals with the potential for short-term prediction. As such …

⁴He Optically Pumped Magnetometer With RF Field Modulation and Light Stabilization in Deep Well for Earthquake Monitoring

J Zhang, Y Wang, C Wang, Z Zhou… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Earthquake monitoring requires advanced instruments, such as a high-accuracy deep well
magnetometer. However, many challenges are encountered in harsh environments, such as …

Feasibility of Principal Component Analysis for Multi-Class Earthquake Prediction Machine Learning Model Utilizing Geomagnetic Field Data

K Qaedi, M Abdullah, KA Yusof, M Hayakawa - Geosciences, 2024 - mdpi.com
Geomagnetic field data have been found to contain earthquake (EQ) precursory signals;
however, analyzing this high-resolution, imbalanced data presents challenges when …

Free Precession Bell–Bloom Atomic Magnetometer: A New-Type High Sensitivity Magnetic Sensor for Geomagnetic Background

D Bai, L Cheng, Y Zhou, H Yang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
High-sensitivity magnetic field measurements are crucial in modern geoscience exploration.
This study introduces an innovative free precession Bell–Bloom atomic magnetometer …

RETRACTED: An unsupervised anomaly detection approach for pre-seismic ionospheric total electron content

W Shi, Z Peng, Y Huang, G Zhang… - … Science and Technology, 2023 - iopscience.iop.org
This paper focuses on the anomaly detection for ionospheric total electron content (TEC)
before earthquakes. In this paper, a novel unsupervised approach is proposed. First, interval …

Possible Earthquake Precursors Observed in Geomagnetic Variations in the East Coast of Honshu, Japan

NFI Zulhamidi, M Abdullah… - 2021 7th International …, 2021 - ieeexplore.ieee.org
The application of electromagnetic signals in earthquake study has been demonstrated by
previous researchers by monitoring the geomagnetic variations. This prospective study …

Geomagnetic Signal Processing System for Pre-earthquake Anomaly Detection

KA Yusof, M Abdullah, NS Abdul Hamid - International Handbook of …, 2023 - Springer
The conventional method of predicting earthquakes is based on historical seismic records of
earthquake-prone areas that can only provide probabilistic predictions. However, the …

Monitoring Geomagnetic Disturbances and Surface Deformation for Earthquake Precursor Detection

NFI Zulhamidi, M Abdullah… - IGARSS 2023-2023 …, 2023 - ieeexplore.ieee.org
The effectiveness and accuracy of earthquake precursors can be evaluated based on their
ability to determine the time, epicentral distance, and magnitude of the earthquake for short …