Anomalous Changes in Ionospheric Parameters During the Preparation and Occurrence of the M8.8 Earthquake and a Series of Earthquakes With M ≥ 6 That Occurred Near the Kamchatka Peninsula From June to September 2025 According to the Data of Satellite Navigation Systems
Аннотация и ключевые слова
Аннотация:
Changes in the altitude profiles of the ionospheric electron density (Ne) and the total electron content (TEC) were detected using satellite navigation system data during the preparation and occurrence of a powerful M8.8 earthquake (July 29, 2025, UTC) and other strong earthquakes of M ≥ 6 that occurred near the Kamchatka Peninsula in June–September 2025. A 9–18% decrease in the ionospheric electron density was detected, occurred 1–5 days before the M8.8 earthquake. A gradual decrease in the total electron content (TEC) began 3 months before the earthquake, ceasing 15 days before the event. Using the Long Short-Term Memory and Autoencoder neural networks, anomalies were identified in the time series of normalized values of the total electron content (NTEC) of the ionosphere during the preparation of earthquakes of M ≥ 6 that occurred in June–September 2025 near the Kamchatka Peninsula. The pattern of the anomalous variations in ionospheric parameters identified in this research corresponds to the characteristics of ionospheric anomalies during the preparation and occurrence of strong seismic events presented in earlier works.

Ключевые слова:
Remote sensing, ionospheric electron density, total electron content, seismo-ionospheric coupling, ionospheric anomalies, Kamchatka megathrust earthquake
Список литературы

1. Akhoondzadeh M., De Santis A., Marchetti D., et al. Multi precursors analysis associated with the powerful Ecuador (MW = 7.8) earthquake of 16 April 2016 using Swarm satellites data in conjunction with other multi-platform satellite and ground data // Advances in Space Research. — 2018. — Vol. 61, no. 1. — P. 248–263. — https://doi.org/10.1016/j.asr.2017.07.014

2. Bhandarkar T., Vardaan K., Satish N., et al. Earthquake trend prediction using long short-term memory RNN // International Journal of Electrical and Computer Engineering (IJECE). — 2019. — Vol. 9, no. 2. — P. 1304–1312. — https://doi.org/10.11591/ijece.v9i2.pp1304-1312

3. Bondur V. G. and Smirnov V. M. Method for monitoring seismically hazardous territories by ionospheric variations recorded by satellite navigation systems // Doklady Earth Sciences. — 2005. — Vol. 403, no. 5. — P. 736–740.

4. Bondur V. G., Tsidilina M. N., Gaponova E. V., et al. Satellite Registration of Anomalies of Various Geophysical Fields during the Preparation of Destructive Earthquakes in Turkey in February 2023 // Izvestiya, Atmospheric and Oceanic Physics. — 2023. — Vol. 59, no. 9. — P. 1009–1027. — https://doi.org/10.1134/s0001433823090049

5. Bondur V. G., Tsidilina M. N., Gaponova E. V., et al. Satellite-Detected Anomalous Changes in Parameters of Various Geophysical Fields During Earthquakes of 6 ≤ M ≤ 7.8 in Türkiye in February 2023 // Russian Journal of Earth Sciences. — 2024. — Vol. 24. — ES4006. — https://doi.org/10.2205/2024es000930

6. Bondur V. G., Tsidilina M. N., Gaponova E. V., et al. Combined Analysis of Anomalous Variations in Various Geophysical Fields during Preparation of the M5.6 Earthquake near Lake Baikal on September 22, 2020, Based on Satellite Data // Izvestiya, Atmospheric and Oceanic Physics. — 2022. — Vol. 58, no. 12. — P. 1532–1545. — https://doi.org/10.1134/s0001433822120052

7. Bondur V. G., Tsidilina M. N., Voronova O. S., et al. A Study from Space of Anomalous Variations of Various Geophysical Fields during the Preparation of a Series of Strong Earthquakes in Italy in 2016-2017 // Izvestiya, Atmospheric and Oceanic Physics. — 2021. — Vol. 57, no. 12. — P. 1604–1620. — https://doi.org/10.1134/s0001433821120057

8. Bychkov V. V., Smirnov S. E., Korsunova L. P., et al. Atmospheric anomalies and anomalies of electricity in the nearsurface atmosphere before the Kamchatka earthquake of January 30, 2016, based on the data from the Paratunka Observatory // Geomagnetism and Aeronomy. — 2017. — Vol. 57, no. 4. — P. 491–499. — https://doi.org/10.1134/s0016793217040053

9. Chebrov V. N., Saltykov V. A. and Serafimova Y. K. Identifying the precursors of large (M ≥ 6.0) earthquakes in Kamchatka based on data from the Kamchatka Branch of the Russian expert council on earthquake prediction: 1998-2011 // Journal of Volcanology and Seismology. — 2013. — Vol. 7, no. 1. — P. 76–85. — https://doi.org/10.1134/s074204631301003x

10. Dobrovolsky I. P., Zubkov S. I. and Myachkin V. I. Estimation of the size of earthquake preparation zones // Pure and Applied Geophysics. — 1979. — Vol. 117, no. 5. — P. 1025–1044. — https://doi.org/10.1007/bf00876083

11. Fedotov S. A. Long-Term Earthquake Prediction for the Kuril-Kamchatka Arc. — Moscow : Nauka, 2005. — 302 p. — (In Russian).

12. Freund F. Pre-earthquake signals: Underlying physical processes // Journal of Asian Earth Sciences. — 2011. — Vol. 41, no. 4/5. — P. 383–400. — https://doi.org/10.1016/j.jseaes.2010.03.009

13. Gokhberg M. B. and Shalimov S. L. Lithosphere-ionosphere relation and its modeling // Russian Journal of Earth Sciences. — 2000. — Vol. 2, no. 2. — P. 95–108. — https://doi.org/10.2205/2000es000032 — (In Russian).

14. Liperovsky V. A., Pokhotelov O. A., Liperovskaya E. V., et al. Physical models of coupling in the lithosphere-atmosphereionosphere system before earthquakes // Geomagnetism and Aeronomy. — 2008. — Vol. 48, no. 6. — P. 795–806. — https://doi.org/10.1134/s0016793208060133

15. Liperovsky V. A., Pokhotelov O. A. and Shalimov S. L. Ionospheric earthquake precursors. — Moscow : Nauka, 1992. — 304 p. — (In Russian).

16. Mogi K. Earthquake Prediction. — Tokyo : Academic Press, 1985. — 355 p.

17. Namgaladze A. A. and Karpov M. I. Conduction current and extraneous electric current in the global electric circuit // Russian Journal of Physical Chemistry B. — 2015. — Vol. 9, no. 5. — P. 754–757. — https://doi.org/10.1134/s1990793115050231

18. Natural Hazards of Russia. Vol. 2. Seismic Hazards / ed. by G. A. Sobolev. — Moscow : KRUK, 2000. — 296 p. — (In Russian).

19. Noll C. The crustal dynamics data information system: A resource to support scientific analysis using space geodesy // Advances in Space Research. — 2010. — Vol. 45, no. 12. — P. 1421–1440. — https://doi.org/10.1016/j.asr.2010.01.018

20. Oskorbin L. S., Poplavsky A. A., Streltsov M. I., et al. Neftegorsk earthquake of 27 May 1995 (Mw = 7.1) // Earthquakes in Northern Eurasia in 1995. — Moscow : GS RAS, 2001. — P. 170–182. — (In Russian).

21. Parrot M., Tramutoli V., Liu T. J. Y., et al. Atmospheric and ionospheric coupling phenomena related to large earthquakes // Natural Hazards and Earth System Sciences. — 2016. — https://doi.org/10.5194/nhess-2016-172

22. Pulinets S., Tsidilina M., Ouzounov D., et al. From Hector Mine M7.1 to Ridgecrest M7.1 Earthquake. A Look from a 20-Year Perspective // Atmosphere. — 2021. — Vol. 12, no. 2. — P. 262. — https://doi.org/10.3390/atmos12020262

23. Pulinets S. A., Bondur V. G., Tsidilina M. N., et al. Verification of the concept of seismoionospheric coupling under quiet heliogeomagnetic conditions, using the Wenchuan (China) earthquake of May 12, 2008, as an example // Geomagnetism and Aeronomy. — 2010. — Vol. 50, no. 2. — P. 231–242. — https://doi.org/10.1134/s0016793210020118

24. Pulinets S. A. and Boyarchuk K. Ionospheric Precursors of Earthquakes. — Berlin : Springer-Verlag, 2004. — 315 p. — https://doi.org/10.1007/b137616

25. Pulinets S. A., Ouzounov D. P., Karelin A. V., et al. Physical bases of the generation of short-term earthquake precursors: A complex model of ionization-induced geophysical processes in the lithosphere-atmosphere-ionosphere-magnetosphere system // Geomagnetism and Aeronomy. — 2015. — Vol. 55, no. 4. — P. 521–538. — https://doi.org/10.1134/s0016793215040131

26. Smirnov V. M., Smirnova E. V., Tsidilina M. N., et al. Seismo-Ionospheric Variations during Strong Earthquakes Based on the Example of the 2010 Earthquake in Chile // Cosmic Research. — 2018. — Vol. 56, no. 4. — P. 267–275. — https://doi.org/10.1134/s0010952518040068

27. Sobolev G. A. and Ponomarev A. V. Earthquake physics and precursors. — Moscow : Nauka, 2003. — 270 p. — (In Russian).

28. Sorokin V. M. and Hayakawa M. Generation of seismic-related DC electric fields and lithosphere-atmosphere-ionosphere coupling // Modern Applied Science. — 2013. — Vol. 7, no. 6. — P. 1–25. — https://doi.org/10.5539/mas.v7n6p1

29. Sorokin V. M. and Ruzhin Y. Y. Electrodynamic model of atmospheric and ionospheric processes on the eve of an earthquake // Geomagnetism and Aeronomy. — 2015. — Vol. 55, no. 5. — P. 626–642. — https://doi.org/10.1134/s0016793215050163

30. Xue J., Huang Q., Wu S., et al. LSTM-Autoencoder Network for the Detection of Seismic Electric Signals // IEEE Transactions on Geoscience and Remote Sensing. — 2022. — Vol. 60. — P. 1–12. — https://doi.org/10.1109/tgrs.2022.3183389

31. Yurtin A. A. Towards a loss function for training neural network models of time series imputation // Bulletin of the South Ural State University. Series "Computational Mathematics and Software Engineering". — 2024. — Vol. 13, no. 4. — P. 53–73. — https://doi.org/10.14529/cmse240404 — (In Russian).

32. Zhu F. and Jiang Y. Investigation of GIM-TEC disturbances before M ≥ 6.0 inland earthquakes during 2003-2017 // Scientific Reports. — 2020. — Vol. 10, no. 1. — https://doi.org/10.1038/s41598-020-74995-w

33. Zolotov O. V., Namgaladze A. A. and Prokhorov B. E. Specific features of ionospheric total electron content variations in the periods of preparation of the earthquakes on March 11, 2011 (Japan) and October 23, 2011 (Turkey) // Russian Journal of Physical Chemistry B. — 2013. — Vol. 7, no. 5. — P. 599–605. — https://doi.org/10.1134/s1990793113050266


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