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Manuscript ID : IJES-1705-1101 (R1) Visit : 84 Page: 38 - 46

10.30495/ijes.2019.544597

Article Type: Original Research

Thermal anomalies detection before earthquake using three filters (Fourier, Wavelet and Logarithmic Differential Filter), A Case study of two earthquakes in Iran

Subject Areas : Mineralogy

Sina  Saber Mahani 1 (Department of Earth Science, Graduate University of Advanced Technology, Kerman, Iran)
Marzieh  Khalili 2 (Department of Earth Science, College of Science, Shiraz University, Shiraz, Iran)

Received: 2017-05-13 Accepted : 2018-02-06 Published : 2019-01-01

Keywords: Earthquake, Thermal Anomaly, Time series, Prediction,

Abstract :

Earthquake is one of the most destructive natural phenomena which has human and financial losses. The existence of an efficient prediction system and early warning system will be useful for reducing effects of destroying earthquake. In this paper by applying three filters (Fourier, Wavelet and Difference Logarithmic Filter (LDF)) on soil temperature time-series, anomaly behavior before the major earthquakes was studied. Aforementioned methods were performed of the Bam (2003), and Zarand (2005) earthquakes in Iran. The results indicate thermal anomalies were detected before earthquake occurrence. Furthermore, the LDF filter detects thermal anomaly as well as the Fourier and Wavelet filters. For validation of the results, the soil temperature data of the Bam earthquake were considered from the Bam meteorological station and also from the Joroft meteorological stations that located in effective radius (Dobrolsky radius) and the same results was obtained. It states that there is a relation between temperature anomaly behavior and the major earthquakes.

References:


  1. Akhondzadeh M (2012) Anomalous TEC variations associated with the powerful Tohoku earthquake of 11 March 2011. Natural Hazard 12: 1453-1462.
    2.
  2. Baili J, SamerLahouar, Hergli M, Al-Qadi I, KamelBesbes (2009) GPR signal de-noising by discrete wavelet transform. NDT&E International 42: 696–703.
    3.
  3. Berberian M, Yeats RS (2001) Contribution of archaeological data to studies of earth-quake history in the Iranian Plateau. Journal of Structural Geology 23: 536-584.
    4.
  4. Bhardwaj A, Singh S, Sam L, Bhardwaj A, Torres JM, Singh A, Kumar R (2017) MODIS-based estimates of strong snow surface temperature anomaly related to high altitude earthquakes of 2015. Remote Sensing of Environment 188: 1-8.
    5.
  5. Chapra SC (2010) Applied numerical methods with MATLAB for engineers and scientists. McGraw-Hill: 398-400.
    6.
  6. Choudhury S, Dasgupta S, Saraf A (2006) Remote sensing observations of pre-earthquake thermal anomalies in Iran. International Journal of Remote Sensing 27: 4381–4396.
    7.
  7. Cicerone RD, Ebel JE, Britton J (2009) a systematic compilation of earthquake precursors. Tectonophysics 476: 371-396.
    8.
  8. Crockett RGM, Gillmore GK (2010) Spectral-Decomposition Techniques for The Identification of Radon Anomalies Temporally Associated with Earthquakes Occurring in The UK In 2002 And 2008. Natural Hazards and Earth System Science 10: 1079-1084.
    9.
  9. Dobrovolsky IR, Zubkov SI, Myachkin VI (1979) Estimation of the Size of Earthquake Preparation Zones. Pure Applied Geophysics 77: 1025-1044.
    10.
  10. Eleftheriou A, Filizzola C, Genzano N, Lacava T, Pergola N, Tramutoli V (2016) Long-Term RST Analysis of Anomalous TIR Sequences in Relation with Earthquakes Occurred in Greece in the Period 2004-2013. Pure and Applied Geophysics 173: 285-303.
    11.
  11. Fugal DL (1994) Conceptual Wavelet in Digital Signal Processing. Space & Signal Technical Publishing: 212-214.
    12.
  12. Guangmeng G, Jie Y (2013) Three Attempts of Earthquake Prediction with Satellite Cloud Images. Natural Hazards and Earth System Science 13: 91-95.
    13.
  13. Hayakawa M, Surkov VV, Fukumoto Y, Yonaiguchi N (2007) Character-istics of VHF over-horizon signals possibly related to impending earthquakes and a mechanism of seismo-atmospheric perturbations. Journal of Atmospheric and Solar-terrestrial Physics 69: 1057-1062.
    14.
  14. Kamali HJ, Bidokhti A, Amiri H (2012) Possible thermal seismic precursors along Western boundary of Lut plate (IRAN)–Kerman area. Journal Earth and Space Physics 38: 203-218 (In Persian).
    15.
  15. Kamali HJ, Bidokhti AA, Amiri H (2009) Relation between Integral Effect of Sub-Surface Temperature Variation (I) and Seismic Effects. Natural Hazards and Earth System Science 9: 1815–1821.
    16.
  16. Khalili M, Alavi Panah SK, Abdollahi Eskandar SS (2019) Using Robust Satellite Technique (RST) to determine thermal anomalies before a strong earthquake: A case study of the Saravan earthquake (April 16th, 2013, MW=7.8, Iran). Journal of Asian Earth Sciences 173: 70-78.
    17.
  17. Lee JH, Coyne J (2012) Time Series Analysis of the Seismic Events Worldwide.  EGU General Assembly Conference Abstracts, Vienna, Austria,
    18.
  18. Li M, Parrot M (2013) Real time analysis" of the ion density measured by the satellite DEMETER in relation with the seismic activity. Natural hazards and earth system sciences 12: 2957-2963.
    19.
  19. Nemati M (2015) Aftershocks investigation of 2010 Dec. and 2011 Jan. Rigan earthquakes in the southern Kerman province, SE Iran, Journal of Tethys 3: 96-113.
    20.
  20. Ouzounov D, Freund F (2001) Ground Atmosphere-ionosphere interaction related to earthquake: How can Earthquake help?, SCEC publication.
    21.
  21. Ouzounov D, Freund F (2004) Mid-infrared emission prior to strong earthquakes analyzed by remote sensing data. Advances in Space Research 33: 268–273.
    22.
  22. Pulinets S (1997) Radon and metallic aerosols emanation before strong earthquake and their role in atomosphere and ionosphere modification. Advance in Space Research 20: 2173-2176.
    23.
  23. Rezapour N, Bidokhti A, Fattahi M (2010) Possible soil thermal response to seismic activities in Alborz region (Iran). Natural Hazards and Earth System Sciences 10: 459-464.
    24.
  24. Saber-Mahani S (2016) Applying LDF such an Innovative method on time series of soil temperature in earthquake prediction. Journal of Tethys 4: 12-17.
    25.
  25. Saber-Mahani S, Sepahvand MR, Hosseinjani-Zadeh M (2017) Investigation of Seismo-thermal Precursor of  Goharan Earthquake (2013) by Thermal Data of MODIS Sensor in TERRA Satellite. Journal of Geography, Environment and Earth Science International 9:1-8.
    26.
  26. Saradjian MR, Akhoondzadeh M (2010) Thermal anomalies detection before strong earthquakes (M >6.0) using interquartile, wavelet and Kalman filter methods. Natural Hazards and Earth System Sciences 11: 1099-1110.
    27.
  27. Saradjian MR, Akhoondzadeh M (2011) prediction of the date, magnitude and affected area of impending strong earthquakes using integration of multi precursors earthquake parameters. Natural Hazards and Earth System Science 11: 1109-1119.
    28.
  28. Saraf AK, Rawat V, Choudhury S, Dasgupta S, Das J (2009) Advances in understanding of the mechanism for generation of earthquake thermal precursors detected by satellites. International Journal of Applied Earth Observation and Geoinformation 9: 373–379.
    29.
  29. Tronin, Hayakawa, Molchanov (2002) Thermal IR satellite data application for earthquake research in Japan and China. Journal of Geodynamics 33: 519–534.
    30.
  30. Tronin AA (1996) Satellite thermal survey – a new tool for the studies of seismoactive regions. International Journal of Remote Sensing 17: 1439–1455.
    31.
  31. Tronin AA (2000) Thermal IR satellite sensor data application for earthquake research in China.  International Journal of Remote Sensing 21: 3169–3177.
    32.
  32. Walker R, Jackson J (2002) ffset and evolution of the Gowk fault, SE Iran: A major intra-continental strike-slip system. Journal of Structural Geology 24: 1677–1698.
    33.
  33. Walker R, Jackson J (2004) Active  tectonics  and  Late  Cenozoic strain  distribution  in  central  and  eastern  Iran. Tectonics 23: 1-24.
    34.
  34. Walker RT, Talebian M, Saiffori S, Sloan RA, Rasheedi A, MacBean N, Ghassemi A (2010) Active faulting, earthquakes, and restraining bend development near Kerman city in southeastern Iran. Journal of Structural Geology 32:1046-1060.
    35.
  35. Xu Xiudeng QZ, Dian Changgong (1991) Thermal anomaly and temperature increase before impending earthquake. Chinese Science Bulletin 6: 291-294.
    36.
  36. Zamani A, Khalili M, Gerami A (2011) Computer-based self-organized tectonic zoning revisited: Scientific criterion for determining the optimum number of zones. Tectonophysics 510: 207-216.
    37.
  37. Zamani A, Sami A, Khalili M (2012) Multivariate rule-based seismicity map of Iran: a data-driven model. Bulletin of Earthquake Engineering 10:1667–1683.
    38.

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