Seismic Station RA086 Statistical Analysis of Earthquake Data Using Shake Net and Grapher on the Global Seismic Activity: Analyzing Earthquake Patterns, Clustering, and Implications for Hazard Assessment
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Abstract
The paper examines earthquake activity in 2023 using data from the active seismic station RA086 in the city of São Tomé. Five thousand and twenty-four (5,224) events of earthquakes were observed and processed with ShakeNet software and Grapher. On May 20, 2023, a strong earthquake of magnitude 7.6 was reported in the Pacific Ocean, off the coast of the Tanimbar Islands in Indonesia, at a depth of 105 km, and was followed by frequent earthquakes. The data reveal the distribution of earthquakes around the world, which is mainly concentrated in tectonic hotspots like the Pacific Ring of Fire, with magnitudes ranging from very large (7.6) to moderate. The earthquakes varied greatly in depth, ranging from shallow crustal earthquakes to deep-seated, long-focus earthquakes in the subduction zone, with depths over 500km. The analysis also shows frequent coalescence of mainshocks and aftershocks, particularly in subduction trenches, indicating continuous tectonic processes. Another aspect highlighted by the data is that both shallow and deep seismic events should be monitored, as energy released at different depths can affect surface shaking and the potential for disaster.
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Harsh Malviya (2025). Earthquake Pattern Analysis Using Clustering, Forecasting, and Machine Learning: A Global Study (1960–2023) Journal of Research in Environmental and Earth Sciences Volume 11 ~ Issue 6 (June 2025) pp: 84-91 ISSN(Online):2348-2532 www.questjournals.org
Yu, C., Li, Z., Hu, X. et al. Source Characteristics and Induced Hazards of the 2025 M6.8 Dingri Earthquake, Xizang, China, Revealed by Imaging Geodesy. J. Earth Sci. 36, 847–851 (2025). DOI: https://doi.org/10.1007/s12583-025-0175-8
Zhu, Z., Jiang, Z., Accornero, F., and Carpinteri, A.: Correlation between seismic activity and acoustic emission based on in situ monitoring, Nat. Hazards Earth Syst. Sci., 24, 4133–4143, DOI: https://doi.org/10.5194/nhess-24-4133-2024, 2024
Mohammed. Ali Garba (2022): Global Natural Disasters: An Earthquake Assessment, International Journal of Innovative Science and Research Technology, ISSN No: -2456-2165, Volume 7, Issue 12, Pp. 880- 889.
https://www.ijisrt.com/assets/upload/files/1670514241.pdf
Buchachenko, A. (2022). Self-Excitation of the Earthquakes. Open Journal of Earthquake Research, 11, 18-30.
DOI: https://doi.org/10.4236/ojer.2022.111002
Zhao, S. (2023). Earthquake, Volcano, and Earth Rotation Harmonics. Open Journal of Earthquake Research, 12, 139-158. DOI: https://doi.org/10.4236/ojer.2023.123005
Buchachenko, A. (2023). Earthquake under Control: Is It Feasible? Open Journal of Earthquake Research, 12, 159-176. DOI: https://doi.org/10.4236/ojer.2023.124006
Hossain, A., Mahabub, M., Dutta, T., Khatun, M., Terao, T., Imam, M., Sayem, H., Haque, M., Khan, P. and Jafrin, S. (2023) The Hidden Earthquake Induced Liquefaction Risks in the Rohingya Refugee Camp Hills & Surrounding Areas of Ukhiya, Cox’s Bazar, Bangladesh—A Geotechnical Engineering ApproachThe Hidden Earthquake Induced Liquefaction Risks in the Rohingya Refugee Camp Hills & Surrounding Areas of Ukhiya, Cox’s Bazar, Bangladesh—A Geotechnical Engineering Approach. Open Journal of Earthquake Research, 12, 114-138.
DOI: https://doi.org/10.4236/ojer.2023.123004
Cao, D. (2023). An Attempt to Analyse a Human Nervous System Algorithm for Sensing Earthquake Precursors. Open Journal of Earthquake Research. 12, 1-25. DOI: https://doi.org/10.4236/ojer.2023.121001
Singh L. (2024): Insights into Global Earthquake Activity: Analysis of Global Earthquakes in 2023. RPubs - Insights into Global Earthquake Activity: Analysis of Global Earthquakes in 2023. https://rpubs.com/mleena2/1180639
Andrea Billi, Fabio Corbi, Marco Cuffaro, Barbara Orecchio, Mimmo Palano, Debora Presti & Cristina Totaro. (2024): Seismic slip channelling along the East Anatolian Fault illuminates long-term supercycle behaviour. Nature Communications. Pp 1-9. DOI: https://doi.org/10.1038/s41467-024-53234-0
Qinghui Cui, Yuanze Zhou, Yuan Gao, and Ran Cui: Seismic evidence for a thickened mantle transition zone beneath the Kamchatka subduction zone. Earthquake Science 38 (2025) 288–303. DOI: https://doi.org/10.1016/j.eqs.2025.03.001
Wu, CF., Rau, RJ. & Chen, YC. Fast report: the (2025) Dapu earthquake: simultaneous rupture of mid-crust antithetic thrust fault linkages in the fold-and-thrust belt of Southwestern Taiwan. Terr Atmos Ocean Sci 36, 19 (2025). DOI: https://doi.org/10.1007/s44195-025-00101-0
Zixin Chen, Lei Gao, Haijiang Zhang, Shaobo Yang, Ying Liu and Diana Comte. (2025). Intraslab seismicity characteristics of northern Chile. Earthquake Science 38, 273–287. DOI: https://doi.org/10.1016/j.eqs.2025.03.002