Abstract—
Satellite measurements are becoming popular among the scientific community to identify earthquake precursors since its spatial coverage is more and round the clock measurements are possible. In this paper, we analyzed Total Electron Content (TEC), Outgoing Longwave Radiation (OLR), Sea Level Pressure (SLP), Surface Latent Heat flux (SLHF) and Sea Surface Temperature(SST) to identify any abnormal anomalies before Taiwan earthquakes which occurred on 4th February 2018 (M = 6.1, depth = 12 km) and 6th February 2018 (M = 6.4, depth = 17 km). The GPS data of International GNSS Service(IGS) stations (TWTF and CKSV) which operated 90 and 200 km away from the epicenter of the earthquake on 6th February 2018 respectively, were used for calculation of VTEC. The locations of these stations are within the preparatory zone of these earthquakes. The global parameters such as Dst, Kp, and IMF are also analyzed for the corresponding period of VTEC. We noticed the raise of temporal variations of 5–8 TECU before few days of the present earthquakes. The VTEC and other parameters such as SLP, SST, SLHF, and OLR were analyzed using the “Sliding Interquartile range method” during the period of 09th Jan to 10th Feb 2018 (33 days) to identify the abnormal signal due to these earthquakes. Strong positive anomalies occurred one day before the earthquake of 4th February and 1st, 3rd and 5th day before the Taiwan earthquake of 6th February 2018 with strong anomalous nature with an absolute amplitude of 5–8 TECU.The Cross wavelet analysis between Kp and TEC is carried out to study the impact of global geomagnetic activity on TEC during the seismic event and we found a negligible influence of global geomagnetic activity. The good raise of SLP on the day of the earthquake on 6th February 2018 have been noticed with the raise of 300 mb, the SLHF anomalies are observed at the interface of the earth’s surface and atmosphere. Moreover, anomalous variations in air temperature and OLR were observed 2 days before the occurrence of the earthquake on 6th February 2018. Well co-ordinated scrutiny of various parameters such as TEC, SLHF, and OLR indicates that they can be used as promising precursors to the impending devastating earthquakes with reasonable accuracy.
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REFERENCES
Blewitt, G., An automatic editing algorithm for GPS data, Geophys. Res. Lett., 1990, vol. 17, pp. 199–202.
Calais, E. and Minster, J.B., GPS detection of ionospheric perturbations following the January 17, 1994, Northridge earthquake, Geophys. Res. Lett., 1995, vol. 22, pp. 1045–1048.
Cervone, G., Singh, R.P., Kafatos, M., and Yu, C., Wavelet maxima curves of surface latent heat flux anomalies associated with Indian earthquakes, Nat. Hazard Earth Syst., 2005, vol. 5, pp. 87–99.
Cervone, G., Maekawa, S., Singh, R.P., Hayakawa, M., Kafatos, M., and Shvets, A., Surface latent heat flux and nighttime LF anomalies prior to the M = 8.3 Tokachi-Oki earthquake, Nat. Hazard Earth Syst., 2006, vol. 6, pp. 109–114.
Davies, J.B. and Archambeau, C.B., Modeling of atmospheric and ionospheric disturbances from shallow seismic sources, Phys. Earth Planet. Inter., 1998, vol. 105, pp. 183–199.
Davis, K. and Baker, D.M., Ionospheric effects observed around time of Alaskan earthquake of March 28 1964, J. Geophys. Res., 1965, vol. 70, no. 9, pp. 2251–2253.
Dey, S. and Singh, R.P., Surface latent heat flux as an earthquake precursor, Nat. Hazards Earth Syst. Sci., 2003, vol. 6, pp. 749–755.
Freund, F., Charge generation and propagation in rocks, Geodynamics, 2002, vol. 33, pp. 545–572.
Freund, F.T., Kulahci, I., Cyr, G., Ling, J., Winnick, J.M., Tregloan-Reed, J., and Freund, M.M., Air ionization at rock surface and pre-earthquake signals, J. Atmos. Sol. Terr. Phys., 2009, vol. 71, pp. 1824–1834.
Goncharenko, L.P., Foster, J.C., Coster, A.J., Huang, C., Aponte, N., and Paxton, L.J., Observations of a positive storm phase on September 10, 2005, J. Atmos. Sol.-Terr. Phys., 2007, vol. 69, pp.1253–1272.
Gorny, V.I., Salman, A.G., Tronin, A.A., and Shilin, V.V., The Earth’s outgoing IR radiation as an indicator of seismic activity, Proc. Acad. Sci. USSR, 1988, vol. 301, pp. 67–69.
Grinsted, A., Moore, J.C., and Jevrejeva, S., Application of the cross wavelet transform and wavelet coherence to geophysical time series, Nonlinear Processes Geophys., 2004, vol. 11, pp. 561–566.
Guo, J., Li, W., Yu, H., Liu, Z., Zhao, C., and Kong, Q., Impending ionospheric anomaly preceding the Iquique Mw 8.2 earthquake in Chile on 2014 April 1, Geophys. J. Int., 2015, vol. 203, pp. 1461–1470.
Hattori, K., Takahashi, I., Yoshino, C., Isezaki, N., Iwasaki, H., Harada, M., Korepanov, K., Molchanov, O., Hayakawa, M., Noda, Y., Nagao, T., and Uyeda, S., ULF geomagnetic field measurements in Japan and some recent results associated with Iwateken Nairiku Hokubu earthquake in 1998, Phys. Chem. Earth, Parts A/B/C, 2004, vol. 29, nos. 4–9, pp. 481–494.
Hayakawa, M., Itoh, T., and Smirnova, N., Fractal analysis of ULF geomagnetic data associated with the Guam earthquake on August 8, 1993, Geophys. Res. Lett., 1999, vol. 26, no. 18, pp. 2797–2800.
Hyder, R., The effect of sea level pressure on seismic activity, 2016. https://www.academia.edu/32010354/ The_Effect_of_Sea_Level_Pressure_on_Seismic_Activity_2015-2016. Accessed May 8, 2019.
Jacobs, J.A., Y. Kato, Y., Matsushita, S., and Troitskaya, V.A., Classification of geomagnetic micropulsations, J. Geophys. Res., 1964, vol.69, no. 1, pp. 180–181.
Jing, F., Shen, X.H., Kang, C.L., and Xiong, P., Variations of multi-parameter observations in atmosphere related to earthquake, Nat. Hazards Earth Syst. Sci., 2013, vol. 13, pp. 27–33.
Klobuchar, J.A., Ionospheric time-delay algorithm for single-frequency GPS users, IEEE Trans. Aerospace Electron. Syst., 1987, vol. 29, no. 3, pp. 325–331.
Kon, S., Nishihashi, M., and Hattori, K., Ionospheric anomalies possibly associated with M ≥ 6.0 earthquakes in the Japan area during 1998–2010: Case studies and statistical study, J. Asian Earth Sci., 2011, vol. 41, nos. 4–5, pp. 410–420.
Kuo, C.L., Huba, J.D., Joyce, G., and Lee, L.C., Ionosphere plasma bubbles and density variations induced by pre-earthquake rock currents and associated surface charges, J. Geophys. Res., 2011, vol. 116, A10317.
Le, H., Liu, J.Y., and Liu, L., A statistical analysis of ionospheric anomalies before 736 M6.0+ earthquakes during 2002–2010, J. Geophys. Res., 2011, vol. 116, A02303.
Liu, D., Luo, Z., and Peng, K., OLR anomalous phenomena before strong earthquakes, Earthquake, 1997, vol. 17, no. 2, pp. 126–132.
Liu, J., and Wan, W., Spatial–temporal distribution of the ionospheric perturbations prior to Ms ≥ 6.0 earthquakes in China main land. Chin. J. Geophys., 2014, vol. 57, no. 7, pp. 2181–2189.
Liu, J.Y., Chen, Y.I., Chuo, Y.J., and Chen, C.S., A statistical investigation of pre-earthquake ionospheric anomaly, J. Geophys. Res., 2006, vol. 111, A05304.
Liu, J.Y., Chen, Y.I., Chen, C.H., Liu, C.Y., Chen, C.Y., Nishihashi, M., Li, J.Z., Xia, Y.Q., Oyama, K.I., Hattori, K., and Lin, C.H., Seismoionospheric GPS total electron content anomalies observed before the 12 May 2008 Mw7.9 Wenchuan earthquake, J. Geophys. Res., 2009, vol. 114, A04320.
Liu, W. and Xu, L., Statistical analysis of ionospheric TEC anomalies before global Mw ≥ 7.0 earthquakes using data of CODE GIM, J. Seismol., 2017, vol. 21, pp.759–775.
Mehta, A. and Susskind, J., Outgoing long wave radiation from the TOVS Pathfinder Path A data set, J. Geophys. Res., 1999, vol. 104, pp. 12 193–12 212.
Ohring, G. and Gruber, A., Satellite radiation observations and climate theory, Adv. Geophys., 1982, vol. 25, pp. 237–304.
Ouzounov, D. and Freund, F., Mid-infrared emission prior to strong earthquakes analyzed by remote sensing data, Adv. Space Res., 2004, vol. 33, no. 3, pp. 268–273.
Ouzounov, D., Bryant, N., Logan, T., Pulinets, S., and Taylor, P., Satellite thermal IR phenomena associated with some of the major earthquakes in 1999–2004, Phys. Chem. Earth, 2006, vol. 31, pp. 154–163.
Ouzounov, D., Liu, D., Kang, C., Cervone, G., Kafatos, M., and Taylor, P., Outgoing long wave radiation variability from IR satellite data prior to major earthquakes, Tectonophysics, 2007, vol. 431, pp. 211–220.
Ouzounov, D., Pulinets, S.A., Romanov, A., Romanov, A., Tsybulya, K., Davidenko, D., Kafatos, M., and Taylor, P., Atmosphere–ionosphere response to the M9 Tohoku earthquake revealed by multi-instrument space-borne and ground observations: Preliminary results, Earthquake Sci., 2011, vol.24, no. 6, pp. 557–564.
Panda, S.K., Choudhury, S., Saraf, A.K., and Das, J.D., MODIS land surface temperature data detects thermal anomaly proceeding 8 October 2005 Kashmir earthquake, Int. J. Remote Sens., 2007, vol. 28, no. 20, pp. 4587–4596.
Pulinets, S.A. and Boyarchuk, K.A., Ionospheric Precursors of Earthquakes, Berlin: Springer, 2004.
Pulinets, S. and Ouzounov, D., Lithosphere–atmosphere–ionosphere coupling (LAIC) model: A unified concept for earthquake precursors validation, J. Asian Earth Sci., 2011, vol. 41, nos. 4–5, pp. 371–382.
Pulinets, S.A., Liu, J.Y., and Safronova, I.A., Interpretation of a statistical analysis of variations in the foF2 critical frequency before earthquakes based on data from Chung-Li ionospheric station (Taiwan), Geomagn. Aeron. (Engl. Transl.), 2004, vol. 44, pp. 102–106.
Pulinets, S., Leyva, A., and Ciraolo, L., GPS TEC variations around the time of the Colima earthquake of 21 January 2003, Geofis. Int., 2005, pp. 369–377.
Pulinets, S.A., Ouzounov, D., Ciraolo, L., Singh, R., Cervone, G., Leyva, A., Dunajecka, M., Karelin, A.V., Boyarchuk, K.A., and Kotsarenko, A., Thermal, atmospheric and ionospheric anomalies around the time of the Colima M7.8 earthquake of 21 January 2003, Ann. Geophys., 2006, vol. 24, pp. 835–849.
Qin, K., Wu, L.X., Ouyang, X.Y., Shen, X.H., and Zheng, S., Surface latent heat flux anomalies quasi-synchronous with ionospheric disturbances before the 2007 Pu’er earthquake in China, Adv. Space Res., 2014, vol. 53, pp. 266–271.
Schunk, R.W. and Sojka, J.J., Ionosphere–thermosphere space weather issue, J. Atmos. Sol. Terr. Phys., 1996, vol. 58, no. 14, pp. 1527–1574.
Simha, C.P., Pavan Kumar, G., Mahesh, P., Navaneeth, A., Rao, K.M., Rastogi, B.K., Sridhar, V.N., and Shukla, A.K., Ionospheric disturbances with the time of occurrence, magnitude and location of the earthquake (M6.5) near the Indian subcontinent, Nat. Hazards, 2013, vol. 80, pp. 2105–2114.
Singh, R.P., Bhoi, S., and Sahoo, A.K., Changes observed in land and ocean after Gujarat earthquake of 26 January 2001 using IRS data, Int. J. Remote Sens., 2002, vol. 23, pp. 3123–3128.
Singh, R.P., Dey, S., Bhoi, S., Sun, D., Cervone, G., and Kafatos, M., Anomalous increase of chlorophyll concentrations associated with earthquakes, Adv. Space Res., 2006, vol. 37, pp. 671–680.
Singh, R.P., Cervone, G., Kafatos, M., Prasad, A.K., Sahoo, A.K., Sun, D., Tang, D.L., and Yang, R., Multi-sensor studies of the Sumatra earthquake and tsunami of 26 December 2004, Int. J. Remote Sens., 2007, vol. 28, nos. 13–14, pp. 2885–2896.
Tronin, A.A., Thermal IR satellite sensor data application for earthquake research in China, Int. J. Remote Sens., 2000, vol. 21, no. 16, pp. 3169–3177.
Tronin, A., Hayakawa, M., and Molchanov, O., Thermal IR satellite data application for earthquake research in Japan and China, J. Geodyn., 2002, vol. 33, pp. 519–534.
Venkatanathan, N. and Kaarthick, B., Outgoing long wave radiation anomalies associated with earthquakes of neighboring region of India—a case study on earthquakes (Mw 6.0) during the period of January 2012–November 2012, Int. J Earth Sci.Eng. Remote Sens. GIS, 2013, vol. 6, no. 2, pp. 1750–1756.
Venkatanathan, N. and Natyaganov, V., Outgoing longwave radiations as pre-earthquake signals: Preliminary results of September 24, 2013 (M7.7) earthquake, Current Sci., 2014, vol. 106, no. 9, pp. 1291–1297.
Venkatanathan, N., Chun, Y.Y., and Yu, J.L., Observation of abnormal thermal and infrasound signals prior to the earthquakes: A study on Bonin Island Earthquake M7.8 (May 30, 2015), Envion. Earth Sci., 2017, vol. 76, id 228.
Watada, S., Kunugi, T., Hirata, K., Sugioka, H., Nishida, K., Sekiguchi, S., Oikawa, J., Tsujii, Y., and Kanamori, H., Atmospheric pressure change associated with the 2003 Tokachi-Oki earthquake, Geophys. Res. Lett., 2006, vol. 33, L24306.
Xiong, J., Zhou, Y., and Wu, Y., Ionospheric VTEC anomalies before Ms7.1 Yushu earthquake, Geod. Geodyn., 2011, vol. 2, no. 2, pp. 48–52.
Zhao, B.Q., Wang, M., Yu, T., Wan, W.X., Lei, J.H., Liu, L.B., and Ning, B.Q., Is an unusual large enhancement of ionospheric electron density linked with the 2008 great Wenchuan earthquake?, J. Geophys. Res., 2008, vol. 113, A11304.
Zhu, F., Zhou, Y., Lin, J., and Su, F., A statistical study on the temporal distribution of ionospheric TEC anomalies prior to M7.0+ earthquake during 2003–2012, Astrophys. Space Sci., 2014, vol. 350, no. 2, pp. 449–457.
7. ACKNOWLEDGMENT
The authors are very thankful to the Director-General, ISR for permitting to pursue this work. The authors are thankful to DST, Government of Gujarat for providing financial support to establish Multi Parametric Geophysical Observatories for earthquake precursory studies and satellite precursory studies. The authors would like to thank Dr. Anna Depueva, Scientific Editor, Geomagnetism and Aeronomy and an anonymous reviewer for constructive suggestions which markedly improved the paper. The author (NV) is thankful to MoES for providing funding (MoES/P.O.(Seismo)/1(343)/2018) to carry-out research on satellite parameters like OLR and SLHF. We acknowledge the Physical sciences division of NOAA for providing OLR and SLHF data.
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Prasanna Simha, C., Natarajan, V. & Rao, K.M. Pre-earthquake Atmospheric and Ionospheric Anomalies before Taiwan Earthquakes (M 6.1 and M 6.4) on February (4th and 6th), 2018. Geomagn. Aeron. 60, 644–660 (2020). https://doi.org/10.1134/S0016793220050151
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DOI: https://doi.org/10.1134/S0016793220050151