An Adaptive Network-based Fuzzy Inference System for the detection of thermal and TEC anomalies around the time of the Varzeghan, Iran, (M w = 6.4) earthquake of 11 August 2012

Advances in Space Research

Volumn 52, Issue 5, 2013, Pages 837-852

  Akhoondzadeh, M ^a  

^a UNIVERSITY OF TEHRAN   (Iran)

Author keywords

Anomaly detection; Earthquake; Ionosphere; Land Surface Temperature; TEC

Indexed keywords

ATMOSPHERIC TEMPERATURE; EARTHQUAKES; FUZZY LOGIC; FUZZY NEURAL NETWORKS; FUZZY SYSTEMS; INTELLIGENT CONTROL; IONOSPHERE; SUPPORT VECTOR MACHINES; SURFACE MEASUREMENT; SURFACE PROPERTIES;

ADAPTIVE NETWORK BASED FUZZY INFERENCE SYSTEM; ANOMALY DETECTION; AUTO-REGRESSIVE INTEGRATED MOVING AVERAGE; EARTHQUAKE ANOMALIES; EFFECTIVE PARAMETERS; GLOBAL IONOSPHERIC MAPS; LAND SURFACE TEMPERATURE; TOTAL ELECTRON CONTENT;

FUZZY INFERENCE;

EID: 84881257541     PISSN: 02731177     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asr.2013.05.024     Document Type: Article

References (33)

1. Akhoondzadeh, M. Comparative study of the earthquake precursors obtained from satellite data. Ph.D. thesis, University of Tehran, Surveying and Geomatics Engineering Department, Remote Sensing Division, pp. 1-157, 2011.
2. M. Akhoondzadeh Anomalous TEC variations associated with the powerful Tohoku earthquake of 11 March 2011 Natural Hazards and Earth System Sciences 12 2012 1453 1462 10.5194/nhess-12-1453-2012
3. M. Akhoondzadeh A MLP neural network as an investigator of TEC time series to detect seismo-ionospheric anomalies Advances in Space Research 51 2013 2048 2057 10.1016/j.asr.2013.01.012
4. M. Akhoondzadeh Support vector machines for TEC seismo-ionospheric anomalies detection Annales Geophysicae 31 2013 173 186
5. S. Choudhury, S. Dasgupta, and A. Saraf Remote sensing observations of pre-earthquake thermal anomalies in Iran International Journal of Remote Sensing 27 20 2006 4381 4396
6. F. Freund, A. Takeuchi, B.W.S. Lau, A. Al-Manaseer, C.C. Fu, N.A. Bryant, and D. Ouzounov Stimulated infrared emission from rocks: assessing a stress indicator eEarth 2 2007 1 10
7. N. Genzano, C. Aliano, C. Filizzola, N. Pergola, and V. Tramutoli A robust satellite technique for monitoring seismically active areas: the case of Bhuj-Gujarat earthquake Tectonophysics 431 2007 197 210
8. Gorny, V.I., Kritsuk, S.G., Latipov, I.S., Tronin, A.A. Geothermal zoning of European Russia on the base of satellite infra-red thermal survey, in: Proceedings of 30th International Geological Congress, Beijing, China, 4-14 August, 10, VSP, The Netherlands, pp. 63-80, 1997.
9. M. Hayakawa, and O.A. Molchanov Seismo-Electromagnetics: Lithosphere-Atmosphere-Ionosphere Coupling 2002 Terra Scientific Publishing Co. Tokyo pp. 477
10. M. Hayakawa, V.V. Surkov, Y. Fukumoto, and N. Yonaiguchi Characteristics 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 2007 1057 1062
11. M. Hayakawa, Y. Kasahara, T. Nakamura, F. Muto, T. Horie, S. Maekawa, Y. Hobara, A.A. Rozhnoi, M. Solivieva, and O.A. Molchanov A statistical study on the correlation between lower ionospheric perturbations as seen by subionospheric VLF/LF propagation and earthquakes Journal of Geophysical Research 115 2010 A09305 10.1029/2009JA015143
12. L. He, L. Wu, S. Pulinets, S. Liu, and F. Yang A nonlinear background removal method for seismo-ionospheric anomaly analysis under a complex solar activity scenario: a case study of the M9.0 Tohoku earthquake Advances in Space Research 50 2012 211 220
13. J.S.R. Jang ANFIS: adaptive network based fuzzy inference system IEEE Transactions on Systems, Man and Cybernetics 23 3 1993 665 683
14. R. Jang, C. Sun, and E. Mizutani Neuro-fuzzy and Soft Computation 1997 Prentice-Hall New Jersey
15. D. Mattera, and S. Haykin Support vector machines for dynamic reconstruction of a chaotic system Advances in Kernel Methods Support Vector Learning 1999 MIT Press Cambridge 243 254
16. Molchanov, O.A., Hayakawa, M. Seismo electromagnetics and related phenomena: history and latest results, TERRAPUB, Tokyo, pp. 189, 2008.
17. D. Ouzounov, and T. Freund Mid-infrared emission prior to strong earthquakes analyzed remote sensing data Advances in Space Research 33 2004 268 273
18. D. Ouzounov, N. Bryant, T. Logan, S. Pulinets, and P. Taylor Satellite thermal IR phenomena associated with some of the major earthquakes in 1999-2003 Physics and Chemistry of the Earth 31 2006 154 163
19. S.A. Pulinets, and K.A. Boyarchuk Ionospheric Precursors of Earthquakes 2004 Springer Berlin
20. S.A. Pulinets, D. Ouzounov, L. Ciraolo, R. Singh, G. Cervone, A. Leyva, M. Dunajecka, A.V. Karelin, K.A. Boyarchuk, and A. Kotsarenko Thermal, atmospheric and ionospheric anomalies around the time of the Colima M7.8 earthquake of 21 January 2003 Journal of Annales of Geophysics 24 2006 835 849
21. S. Pulinets, and D. Ouzounov Lithosphere-atmosphere-ionosphere coupling (LAIC) model - an unified concept for earthquake precursors validation Journal of Asian Earth Sciences 41 2011 371 382
22. Z.J. Qiang, X.D. Xu, and C.G. Dian Thermal infrared anomaly precursor of impending earthquakes Chinese Sciences Bulletin 36 1991 319 323
23. Z.J. Qiang, C.G. Dian, L. Li, M. Xu, F. Ge, T. Liu, Y. Zhao, and M. Guo Satellite thermal infrared brightness temperature anomaly image short-term and impending earthquake precursors Science in China 42 1999 313 324
24. M.R. Saradjian, and M. Akhoondzadeh Thermal anomalies detection before strong earthquakes (M > 6) using Interquartile, Wavelet and Kalman filter methods Natural Hazards and Earth System Sciences 11 2011 1099 1108
25. A.K. Saraf, V. Rawat, S. Choudhury, S. Dasgupta, and J. Das Advances in understanding of the mechanism for generation of earthquake thermal precursors detected by satellites International Journal of Applied Earth Observation and Geoinformation 11 2009 373 379
26. T. Takagi, and M. Sugeno Fuzzy identification of systems and its application to modeling and control IEEE Transactions on Systems, Man and Cybernetics 15 1 1985 116 132
27. U. Thissen, R.V. Brakel, A.P. de Weijer, W.J. Melssen, and L.M.C. Buydens Using support vector machines for time series prediction Chemometrics and Intelligent Laboratory Systems 69 2003 35 49
28. A.A. Tronin Satellite thermal survey - a new tool for the studies of seismoactive regions International Journal of Remote Sensing 17 8 1996 1439 1455
29. A.A. Tronin Thermal IR satellite sensor data application for earthquake research in China International Journal of Remote Sensing 21 2000 3169 3177
30. A.A. Tronin, M. Hayakawa, and O.A. Molchanov Thermal IR satellite data application for earthquake research in Japan and China Journal of Geodynamics 33 2002 519 534
31. A.A. Tronin, P.F. Biagi, O.A. Molchanov, Y.M. Khatkevich, and E.I. Gordeev Temperature variations related to earthquakes from simultaneous observation at the ground stations and by satellites in Kamchatka area Physics and Chemistry of the Earth 29 2004 501 504
32. Zare, M., Shahvar, M. An urgent report on the 11 August 2012, Mw6.2 and Mw 6.1; Ahar Twin earthquakes in East Azarbayjan Province of NW Iran. Accessed November 01. www.iiees.ac.ir, 2012.
33. G.P. Zhang An investigation of neural networks for linear time-series forecasting Computers & Operations Research 28 2001 1183 1202