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Earthquake precursory signatures in electromagnetic radiation measurements in terms of day-to-day fractal spectral exponent variation: analysis of the eastern Aegean 13/04/2017–20/07/2017 seismic activity

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Abstract

The recent seismic activity in the eastern Aegean Sea, foregrounded by two major (ML = 6.1 and ML = 6.2) earthquakes occurring near Lesvos and Kos islands, respectively, is investigated in this work. Electromagnetic radiation measurements across different frequency bands and antenna orientations from a monitoring station in Agia Paraskevi, Lesvos Island, are analysed in order to reveal earthquake precursory signatures hidden in the electromagnetic data sequence. A straightforward, data-driven approach is employed in which day-to-day variations of the fractal characteristics of the measurements are adaptively monitored via a fractal spectral exponent similarity measure. The evolution of the fractal day-to-day variation in a 99-day period, which includes the two major earthquakes, shows a sustained, sudden increase lasting 1 to 4 days before every earthquake cluster of ML = 4.0 and above. Most importantly, this day-to-day variation subsides shortly after and remains relatively low during the absence of earthquakes, thus alleviating the emergence of false alarms.

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References

  • Bahat D, Rabinovitch A, Frid V (2005) Tensile fracturing in rocks: Tectonofractographic and EM radiation methods. Springer Verlag, Berlin, pp 1–570

    Google Scholar 

  • Balasis G, Mandea M (2007) Can EM disturbances related to the recent great earthquakes be detected by satellite magnetometers? Tectonophysics 431:173–195

    Article  Google Scholar 

  • Balasis G, Daglis IA, Kapiris P, Mandea M, Vassiliadis D, Eftaxias K (2006) From pre-storm activity to magnetic storms: a transition described in terms of fractal dynamics. Ann Geophys 24:3557–3567

    Article  Google Scholar 

  • Balasis G, Daglis I, Papadimitriou C, Kalimeri M, Anastasiadis A, Eftaxias K (2008) Dynamical complexity in Dst time series using non-extensive Tsallis entropy. Geophys Res Lett 35:L14102 (1-6)

    Article  Google Scholar 

  • Balasis G, Daglis I, Papadimitriou C, Kalimeri M, Anastasiadis A, Eftaxias K (2009) Investigating dynamical complexity in the magnetosphere using various entropy measures. J Geophys Res 114:A00D06

    Article  Google Scholar 

  • Balasis G, Potirakis S, Mandea M (2016) Investigating dynamical complexity of geomagnetic jerks using various entropy measures. Front Earth Sci 4(71):1–10

    Google Scholar 

  • Cantzos D, Nikolopoulos D, Petraki E, Nomicos C, Yannakopoulos PH, Kottou S (2015) Identifying long-memory trends in pre-seismic MHz disturbances through support vector machines. J Earth Sci Clim Chang 6(3):1–9

    Google Scholar 

  • Cantzos D, Nikolopoulos D, Petraki E, Yannakopoulos PH, Nomicos CD (2016) Fractal analysis, information-theoretic similarities and SVM classification for multichannel, multi-frequency pre-seismic EM measurements. J Earth Sci Clim Chang 6(3):1–9

    Google Scholar 

  • Cicerone R, Ebel J, Britton J (2009) A systematic compilation of earthquake precursors. Tectonophysics 476:371–396

    Article  Google Scholar 

  • Contoyiannis Y, Eftaxias K (2008) Tsallis and levy statistics in the preparation of an earthquake. Nonlinear Process Geophys 15:379–388

    Article  Google Scholar 

  • Contoyiannis Y, Kapiris P, Eftaxias K (2005) Monitoring of a preseismic phase from its EM precursors. Phys Rev E 71(1–14):066123

    Article  Google Scholar 

  • Dobrovolsky IP, Zubkov SI, Miachkin VI (1979) Estimation of the size of earthquake preparation zones. Pure Appl Geophys 117(5):1025–1044

    Article  Google Scholar 

  • Eftaxias K (2010) Footprints of non-extensive Tsallis statistics, self-affinity and universality in the preparation of the L’Aquila earthquake hidden in a pre-seismic EM emission. Physica A 389:133–140

    Article  Google Scholar 

  • Eftaxias K, Kapiris P, Polygiannakis J, Bogris N, Kopanas J, Antonopoulos G, Peratzakis A, Hadjicontis V (2001) Signature of pending earthquake from EM anomalies. Geophys Res Lett 29:3321–3324

    Article  Google Scholar 

  • Eftaxias K, Kapiris P, Dologlou E, Kopanas J, Bogris N, Kopanas I, Antonopoulos G, Peratzakis A, Hadjiconis V (2002) EM anomalies before the Kozani earthquake: a study of their behavior through laboratory experiments. Geophys Res Lett 29:69–1–69-4

    Article  Google Scholar 

  • Eftaxias K, Kapiris P, Balasis G, Peratzakis A, Karamanos K, Kopanas I, Antonopoulos G, Nomicos C (2006) Unified approach to catastrophic events: from the normal state to geological or biological shock in terms of spectral fractal and nonlinear analysis. Nat Hazards Earth Syst Sci 6:205–228

    Article  Google Scholar 

  • Eftaxias K, Panin V, Deryugin Y (2007a) Evolution-EM signals before earthquakes in terms of meso-mechanics and complexity. Tectonophysics 431:273–300

    Article  Google Scholar 

  • Eftaxias K, Sgrigna V, Chelidze T (eds) (2007b) Mechanical and EM phenomena accompanying pre-seismic deformation: from laboratory to geophysical scale. Tectonophysics 431:1–301

  • Eftaxias K, Contoyiannis Y, Balasis G, Karamanos K, Kopanas J, Antonopoulos G, Koulouras G, Nomicos C (2008) Evidence of fractional-Brownian-motion-type asperity model for earthquake generation in candidate pre-seismic EM emissions. Nat Hazards Earth Syst Sci 8:657–669

    Article  Google Scholar 

  • Eftaxias K, Athanasopoulou L, Balasis G, Kalimeri M, Nikolopoulos S, Contoyiannis Y, Kopanas J, Antonopoulos G, Nomikos C (2009) Unfolding the procedure of characterizing recorded ultra low frequency, kHz and MHz EM anomalies prior to the L’Aquila earthquake as pre-seismic ones – part 1. Nat Hazards Earth Syst Sci 9:1953–1971

    Article  Google Scholar 

  • Eftaxias K, Balasis G, Contoyiannis Y, Papadimitriou C, Kalimeri M, Kopanas J, Antonopoulos G, Nomicos C (2010) Unfolding the procedure of characterizing recorded ultra low frequency, kHZ and MHz EM anomalies prior to the L’Aquila earthquake as pre-seismic ones - part 2. Nat Hazards Earth Syst Sci 10:275–294

    Article  Google Scholar 

  • Ghosh D, Deb A, Sengupta R (2009) Anomalous radon emission as precursor of earthquake. J Appl Geophys 69(2):67–81

    Article  Google Scholar 

  • Gotoh K, Hayakawa M, Smirnova N, Hattori K (2004) Fractal analysis of seismogenic ULF emissions. Phys Chem Earth 29:419–424

    Article  Google Scholar 

  • Hadjicontis V, Mavromatou C, Eftaxias K (2002) Preseismic earth’s feld anomalies recorded at Lesvos station, north-eastern Aegean. Acta Geophys Pol 50:151–158

    Google Scholar 

  • Hayakawa M (2007) VLF/LF radio sounding of ionospheric perturbations associated with earthquakes. Sensors 7:11411158

    Google Scholar 

  • Hayakawa M, Hobara Y (2010) Current status of seismo-EMs for short-term earthquake prediction. Geomat Nat Haz Risk 1:115–155

    Article  Google Scholar 

  • Hayakawa M, Ida Y and Gotoh K (2005) Multifractal analysis for the ULF geomagnetic data during the Guam earthquake. EM Compatibility and EM Ecology, 2005, IEEE 6th International Symposium on 21–24 June 2005, pp 239–243

  • Hayakawa M, Yamauchi H, Ohtani N, Ohta M, Tosa S, Asano T, Schekotov A, Izutsu J, Potirakis SM, Eftaxias K (2016) On the precursory abnormal animal behavior and electromagnetic effects for the Kobe earthquake (M~6) on April 12, 2013. Open Journal of Earthquake Research 5(3):165–171

    Article  Google Scholar 

  • Huang A (2008) Similarity measures for text document clustering. In Proceedings of the 6th New Zealand Computer Science Research Student Conference, Christchurch, New Zealand, pp 49–56

  • Kalimeri M, Papadimitriou C, Balasis G, Eftaxias K (2008) Dynamical complexity detection in pre-seismic emissions using non-additive Tsallis entropy. Physica A 387:1161–1172

    Article  Google Scholar 

  • Kapiris P, Polygiannakis J, Peratzakis A, Nomicos K, Eftaxias K (2002) VHF-EM evidence of the underlying pre-seismic critical stage. Earth Planets Space 54:1237–1246

    Article  Google Scholar 

  • Kapiris P, Eftaxias K, Nomikos K, Polygiannakis J, Dologlou E, Balasis G, Bogris N, Peratzakis A, Hadjicontis V (2003) Evolving towards a critical point: a possible EM way in which the critical regime is reached as the rupture approaches, nonlinear process. Geophys 10:511–524

    Google Scholar 

  • Kapiris P, Eftaxias K, Chelidze T (2004) EM signature of prefracture criticality in heterogeneous media. Phys Rev Lett 92:065702–1–065702–4

    Article  Google Scholar 

  • Kapiris P, Nomicos K, Antonopoulos G, Polygiannakis J, Karamanos K, Kopanas J, Zissos A, Peratzakis A, Eftaxias K (2005) Distinguished seismological and EM features of the impending global failure: did the 7/9/1999 M5.9 Athens earthquake come with a warning? Earth Planets Space 57:215–230

    Article  Google Scholar 

  • Karamanos K, Peratzakis A, Kapiris P, Nikolopoulos S, Kopanas J, Eftaxias K (2005) Extracting preseismic EM signatures in terms of symbolic dynamics, nonlinear process. Geophys 12:835–848

    Google Scholar 

  • Karamanos K, Dakopoulos D, Aloupis K, Peratzakis A, Athanasopoulou L, Nikolopoulos S, Kapiris P, Eftaxias K (2006) Preseismic EM signals in terms of complexity. Phys Rev E 74:016104/1–016104/21

    Article  Google Scholar 

  • King CY (1978) Radon emanation on San Andreas fault. Nature 271:516–519

    Article  Google Scholar 

  • Koulouras G, Kontakos K, Stavrakas I, Stonham J and Nomicos C (2005) A new data storage system designed for an embedded compact flash based data acquisition system. IEEE Circuit Devic Mag, Jul/Aug, 2734

    Article  Google Scholar 

  • Kovachev SA (2008) Results of seismological oobservations in the western Kaliningrad region and in the Baltik Sea water area. Izv Phys Solid Earth 44(9):706–716

    Article  Google Scholar 

  • Minadakis G, Potirakis S, Nomicos C, Eftaxias K (2012) Linking EM precursors with earthquake dynamics: an approach based on non-extensive fragment and self-affine asperity models. Physica A 391:2232–2244

    Article  Google Scholar 

  • Molchanov A, Kopytenko A, Voronov M, Kopytenko A, Matiashviali G, Fraser-Smith C, Bernardi A (1992) Results of ULF magnetic feld measurements near the epicenters of the Spitak (Ms= 6.9) and Loma-Prieta (Ms= 7.1) earthquakes: comparative analysis. Geophys Res Lett 19:1495–1498

    Article  Google Scholar 

  • Nikolopoulos D, Petraki E, Marousaki A, Potirakis S, Koulouras G, Nomicos C, Panagiotaras D, Stonham J, Louizi A (2012) Environmental monitoring of radon in soil during a very seismicly active period occurred in South West Greece. J Environ Monit 14:564–578

    Article  Google Scholar 

  • Nikolopoulos D, Petraki E, Vogiannis E, Chaldeos Y, Giannakopoulos P, Kottou S, Nomicos C, Stonham J (2014) Traces of self-organisation and long-range memory in variations of environmental radon in soil: comparative results from monitoring in Lesvos Island and Ileia (Greece). J Radioanal Nucl Chem 299(1):203–219

    Article  Google Scholar 

  • Nikolopoulos D, Petraki E, Nomicos C, Koulouras G, Kottou S, Yannakopoulos PH (2015) Long-memory trends in disturbances of radon in soil prior ML=5.1 earthquakes of 17 November 2014 Greece. J Earth Sci Clim Change 6(244):1–11

    Google Scholar 

  • Nikolopoulos D, Cantzos D, Petraki E, Yannakopoulos PH, Nomicos CD (2016a) Traces of long-memory in pre-seismic MHz EM time series-Part1: investigation through the R/S analysis and time-evolving spectral fractals. J Earth Sci Clim Chang 7(7):1–17

    Article  Google Scholar 

  • Nikolopoulos D, Petraki E, Cantzos D, Yannakopoulos PH, Panagiotaras D, Nomicos C (2016b) Fractal analysis of pre-seismic EM and radon precursors: a systematic approach. J Earth Sci Clim Change 7:1–11

    Article  Google Scholar 

  • Nomicos K, Vallianatos F (1998) EM variations associated with the seismicity of the frontal Hellenic arc. Geol Carpath 49(1):57–60

    Google Scholar 

  • Okada Y (1985) Surface deformation due to shear and tensile faults in a half-space. Bull Seismol Soc Am 75(4):11135–11154

    Google Scholar 

  • Papadopoulos I, Papazachos C, Savvaidis A, Theodoulidis V, Vallianatos F (2017) Seismic microzonation of the broader Chania basin area (southern Greece) from the joint evaluation of ambient noise and earthquake recordings. Bull Earthq Eng 15(3):861–888

    Article  Google Scholar 

  • Parrot M, Tramutoli V, Liu JY, Pulinets S, Ouzounov D, Genzano N, Lisi M, Hattori K, Namgaladze A (2016) Atmospheric and ionospheric coupling phenomena related to large earthquakes. Nat Hazards Earth Syst Sci Discuss:1–30. https://doi.org/10.5194/nhess-2016-172

  • Petraki E, Nikolopoulos D, Fotopoulos A, Panagiotaras D, Koulouras G, Zisos A, Nomicos C, Louizi A, Stonham J (2013a) Self-organised critical features in soil radon and MHz EM disturbances: results from environmental monitoring in Greece. Appl Radiat Isot 72:39–53

    Article  Google Scholar 

  • Petraki E, Nikolopoulos D, Fotopoulos A, Panagiotaras D, Nomicos C, Yannakopoulos P, Kottou S, Zisos A, Louizi A, Stonham J (2013b) Long-range memory patterns in variations of environmental radon in soil. Anal Methods 5(16):4010–4020

    Article  Google Scholar 

  • Petraki E, Nikolopoulos D, Nomicos C, Stonham J, Cantzos D, Yannakopoulos P, Kottou S (2015a) EM pre-earthquake precursors: mechanisms, data and models-a review. J Earth Sci Clim Change 6(244):1–11

    Google Scholar 

  • Petraki E, Nikolopoulos D, Panagiotaras D, Cantzos D, Yannakopoulos P, Nomicos C, Stonham J (2015b) Radon-222: a potential short-term earthquake precursor. J Earth Sci Clim Change 6(6):1–11

    Google Scholar 

  • Petraki E, Nikolopoulos D, Chaldeos Y, Coulouras G, Nomicos C, Yannakopoulos PH, Kottou S, Stonham J (2016) Fractal evolution of MHz EM signals prior to earthquakes: results collected in Greece during 2009. Geomat Nat Haz Risk 7(2):550–564

    Article  Google Scholar 

  • Potirakis SM, Minadakis G, Nomicos C, Eftaxias K (2011) A multidisciplinary analysis for traces of the last state of earthquake generation in preseismic EM emissions. Nat Hazards Earth Syst Sci 11(10):2859–2879

    Article  Google Scholar 

  • Potirakis S, Minadakis G, Eftaxias K (2012) Analysis of EM pre-seismic emissions using fisher information and Tsallis entropy. Physica A 391:300–306

    Article  Google Scholar 

  • Potirakis SM, Minadakis G, Eftaxias K (2013) Relation between seismicity and pre-earthquake EM emissions in terms of energy, information and entropy content. Nat Hazards Earth Syst Sci 12(4):1179–1183

    Article  Google Scholar 

  • Potirakis SM, Contoyiannis Y, Melis N, Kopanas J, Antonopoulos G, Balasis G, Kontoes C, Nomicos C, Eftaxias K (2016) Recent seismic activity at Cephalonia (Greece): a study through candidate EM precursors in terms of non-linear dynamics. Nonlinear process. Geophys 23(4):223–240

    Google Scholar 

  • Ryu K, Parrot M, Kim SG, Jeong KS, Chae JS, Pulinets S, Oyama KI (2014) Suspected seismo-ionospheric coupling observed by satellite measurements and GPS TEC related to the M7.9 Wenchuan Earthquake of 12 May 2008. J Geophys Res Space Physics 119(12):1–19

    Article  Google Scholar 

  • Sarlis N, Skordas E, Varotsos P, Nagao T, Kamogawa M, Tanaka H, Uyeda S (2013) Minimum of the order parameter fluctuations of seismicity before major earthquakes in Japan. Proc Natl Acad Sci U S A 110:13734–13738

    Article  Google Scholar 

  • Schekotov A, Zhou HJ, Qiao XL, Hayakawa M (2016) ULF/ELF atmospheric radiation in possible association to the 2011 Tohoku earthquake as observed in China. Earth Sci Res J 5(2):47–58

    Article  Google Scholar 

  • Skarlatoudis AA, Papazachos CB, Margaris BN, Theodulidis N, Papaioannou C, Kalogeras I, Scordilis EM, Karakostas V (2003) Empirical peak ground-motion predictive relations for shallow earthquakes in Greece. Bull Seismol Soc Am 93(6):2596–2603

    Article  Google Scholar 

  • Smirnova N, Hayakawa M (2007) Fractal characteristics of the ground-observed ULF emissions in relation to geomagnetic and seismic activities. J Atmos Sol-Terr Phys 69:1833–1841

    Article  Google Scholar 

  • Smirnova N, Hayakawa M, Gotoh K (2004) Precursory behaviour of fractal characteristics of the ULF EM fields in seismic active zones before strong earthquakes. Phys Chem Earth 29:445–451

    Article  Google Scholar 

  • Surkov V, Uyeda S, Tanaka H, Hayakawa M (2002) Fractal properties of medium and seismoelectric phenomena. J Geodyn (4–5:477–487

    Article  Google Scholar 

  • Uyeda S, Nagao T, Kamogawa M (2009) Short-term earthquake prediction: current status of seismo-EMs. Tectonophysics 470(3–4):205–213

    Article  Google Scholar 

  • Varotsos P, Alexopoulos K (1984a) Physical properties of the variations of the electric field of the earth preceding earthquakes, I. Tectonophysics 110:7398

    Google Scholar 

  • Varotsos P, Alexopoulos K (1984b) Physical properties of the variations of the electric field of the earth preceding earthquakes, II. Tectonophysics 110:99125

    Google Scholar 

  • Varotsos P, Alexopoulos K, Lazaridou M (1993) Latest aspects of earthquake prediction in Greece based on seismic electric signals II. Tectonophysics 224:1–37

    Article  Google Scholar 

  • Varotsos P, Sarlis N, Lazaridou M, Bogris N (1996) Statistical evaluation of earthquake prediction results. Comments on the success rate and alarm rate. Acta Geophys Pol 44(4):329–347

    Google Scholar 

  • Varotsos P, Sarlis N, Eftaxias K, Lazaridou M, Bogris N, Makris J, Abdulla A, Kapiris P (1999) Prediction of the 6.6 Grevena-Kozani earthquake of May 13, 1995. Phys Chem Earth 24:115–121

    Article  Google Scholar 

  • Varotsos P, Sarlis N, Skordas E (2003) Electric fields that “arrive” before the time derivative of the magnetic field prior to major earthquakes. Phys Rev Lett 91:148501–1–148501–4

    Article  Google Scholar 

  • Varotsos P, Sarlis N, Skordas E, Lazaridou M (2007) Electric pulses some minutes before earthquake occurrences. Appl Phys Lett 90:064104–1–064104–3

    Article  Google Scholar 

  • Varotsos P, Sarlis N, Skordas E (2011) Scale-specific order parameter fluctuations of seismicity in natural time before main shocks. EPL (Europhys Lett) 96:59002-p1–59002-p6

    Article  Google Scholar 

  • Varotsos PA, Sarlis N, Skordas E, Christopoulos SG, Lazaridou MS (2015) Identifying the occurrence time of an impending mainshock: a very recent case. Earthq Sci 8(3):215–222

    Article  Google Scholar 

  • Varotsos P, Sarlis N, Skordas E (2017) Identifying the occurrence time of an impending major earthquake: a review. Earthq Sci 17:1–10

    Google Scholar 

  • Yonaiguchi N, Ida Y, Hayakawa M, Masuda S (2007) Fractal analysis for VHF EM noises and the identification of preseismic signature of an earthquake. J Atmos Solar-Terrestrial Phys 69:1825–1832

    Article  Google Scholar 

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Cantzos, D., Nikolopoulos, D., Petraki, E. et al. Earthquake precursory signatures in electromagnetic radiation measurements in terms of day-to-day fractal spectral exponent variation: analysis of the eastern Aegean 13/04/2017–20/07/2017 seismic activity. J Seismol 22, 1499–1513 (2018). https://doi.org/10.1007/s10950-018-9781-6

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