Abstract
Earthquake catalogs are often contaminated by man-made crustal activities such as quarry blasts. That is the case in northern Egypt, where many of cement quarries were working so long time ago since the beginning of the twentieth century (1911). Therefore, it is necessary and essential to separate these quarry blast events from the earthquakes for real seismicity and hazard analysis. Generally, discrimination of quarry blasts from tectonic events often done through different techniques and methods. In this study, the time and frequency-domain analyses of the Egyptian National Seismological Network (ENSN) digital seismograms have performed using three techniques and methods (S/P wave amplitude peak ratio, complexity, and spectral ratio). Moreover, the power of event (Pe) analysis comprising three techniques (S/P wave amplitude peak ratio, complexity, spectral ratio) was also used together to extend the discrimination accuracy as well. Finally, we have used a linear discrimination function (LDF) analysis. A total of 1473 seismic event waveforms (ML ≤ 3.0) from the ENSN digital database have been investigated. The obtained results indicate that for West of Nile Dislocation (zone no. 1) 78.1% of the investigated seismic events are tectonic events; however, 21.1% are quarry events and 0.8% are misclassified events. For the East Nile Dislocation (zone no. 2) 36.2% and 63.7% are earthquakes and quarry blast events, respectively and 0.1% are misclassified events. This means that the earthquake catalog for zone no. 2 in northern Egypt is highly contaminated and needs very high concern during the further treats especially with microearthquakes dataset for actually real seismicity and hazard analysis.
Similar content being viewed by others
References
Abdel Aal A, Price J, Vaitl DJ, Shallow A (1994) Tectonic evolution of the Nile Delta, its impact on sedimentation and hydrocarbon. In: Twelfth petroleum exploration and production conference, November 1994, pp 19–34
Abdel-Fattah AK, Badawy A (2004) Source characteristics and tectonic implications of moderate earthquake, northeastern Cairo prefecture. Acta Geophys 52(1):29–43
Abou Elenean KM (2007) Focal mechanisms of small and moderate size earthquakes recorded by the Egyptian National Seismic Network (ENSN), Egypt, NRIAG. J Geophys 6(1):119–153
Arai N, Yosida Y (2004) Discrimination by short-period seismograms. International Institute of Seismology and Earthquake Engineering, Building Research Institute, Lecture Notes, Global Course, Tsukuba, Japan, 10 pp.
Argyriadis I, De Graciansky PC, Marcoux J, Ricou LE (1980) The opening of the Mesozoic Tethys between Eurasia and Arabia–Africa. Mem. Bureau Recherches Geologiques Minieres 1(115):199–214
Badawy A (1996) Seismicity and kinematic evolution of the Sinai plate. Ph.D. thesis, pp115, L. Eötvös Univ. Budapest
Badawy A (1998) Earthquake hazard analysis in northern Egypt. Acta Geod Geoph Hung 33(2–4):341–357
Badawy A (2005a) Seismicity of Egypt. Seismol Res Lett 76(2):149–161
Badawy A (2005b) Present-day seismicity, stress field and crustal deformation of Egypt. J Seismol 9(3):267–276
Badawy A, Horváth F (1999a) Recent stress field of the Sinai subplate region. Tectonophysics 304(4):385–403
Badawy A, Horváth F (1999b) Seismicity of the Sinai subplate region: kinematic implications. J Geodyn 27(4–5):451–468
Badawy A, Horváth F (1999c) Sinai subplate and kinematic evolution of the northern Red Sea. J Geodyn 27(4–5):433–450
Baumgardt DR, Young GB (1990) Regional seismic waveform discriminates and case-based event identification using regional arrays. Bull Seismol Soc Am 80(B):1874–1892
Ben-Avraham Z, Nur A, Cello G (1987) Active transcurrent fault system along the north African passive margin. Tectonophysics 141:260–294
EL-Khrepy SAF (2008) Detailed study of the seismic waves velocity and attenuation models using local earthquakes in the northeastern part of Egypt. Ph.D. thesis, Mansoura University, Egypt
Fisher RA (1936) The use of multiple measurements in taxonomic problems. Ann Eugenics 7:179–188
Gitterman Y, Shapira A (1993) Spectral discrimination of underwater explosions. Isr J Earth Sci 42:37–44
Gitterman Y, Pinky V, Shapira A (1998) Spectral classification methods in monitoring small local events by the Israel seismic network. J Seismol 2:237–256
Hedlin MA, Minster JB, Orcutt JA (1989) The time-frequency characteristics of quarry blasts and calibration explosions recorded in Kazakhstan, USSR. Geophysical Journal Interiors 99:109–121
Hedlin M, Minster JB, Orcutt JA (1990) An automatic means to discriminate between earthquakes and quarry blasts. Bull Seismol Soc Am 80:2143–2160
Hill T, Lewicki P (2007) Statistics: methods and applications, StatSoft, Tulsa, OK
Horasan G, Güney AB, Küsmezer A, Bekler F, Öğütçü Z, Musaoğlu N (2009) Contamination of seismicity catalogs by quarry blasts: an example from İstanbul and its vicinity, northwestern Turkey. J Asian Earth Sci 34(1):90–99
Kebeasy R (1990) Seismicity. In: Said R (ed) “Geology of Egypt”, Balkema, Rotterdam, pp 51–59
Kekovali K, Kalafat D, Deniz P (2012) Spectral discrimination between mining blasts and natural earthquakes: application to the vicinity of Tunçbilek mining area, Western Turkey. Int J Phys Sci 7(35):5339–5352
Kim WY, Simpson DW, Richards PG (1994) High-frequency spectra of regional phases from earthquakes and chemical explosions. Bull Seismol Soc Am 84:1365–1386
Koch K, Fäh D (2002) Identification of earthquakes and explosions using amplitude ratios: the Vogtland area revisited. Pure Appl Geophys 159:735–757
Kuyuk HS, Yildirim E, Dogan E, Horasan G (2011) An unsupervised learning algorithm: application to the discrimination of seismic events and quarry blasts in the vicinity of Istanbul. Natural Hazards and Earth Science 11(1):93–100
Kuyuk H, Yildirim E, Dogan E, Horasan G (2014) Clustering seismic activities using linear and nonlinear discriminant analysis. J Earth Sci 25(1):140–145
Maamoun M, Megahed A, Allam A (1984) Seismicity of Egypt. Bull HIAG 4:109–160
Meshref WM (1990) Tectonic framework. In: Said R (ed) The geology of Egypt. A.A. Balkema, Rotterdam, pp 112–155
Moustafa AR (2002) Controls on the geometry of transfer zones in the Suez rift and Northwest Red Sea: implications for structural geometry of rift systems. AAPG Bull 86(6):979–1002
Moustafa A, El-Badrawy R, Gibali H (1998) Pervasive E-ENE oriented faults in northern Egypt and their effect on the development and inversion of prolific sedimentary basis. In: Proceedings of 14th petroleum conference, vol 1. Egyptian General Petroleum Corporation, pp 51–67
Orwig ER (1982) Tectonic framework of northern Egypt and the eastern Mediterranean. In: EGPC: 5th exploration seminar. Egypt, Cairo 20p
Richard OD, Hart PE, Stork DG (2000) Pattern classification, 2nd edn. Wiley-Interscience, New York
Walter WR, Mayeda KM, Patton HJ (1995) Phase and spectral ratio discrimination between NTS earthquakes and explosions: part I: empirical observations. Bull Seismol Soc Am 85:1050–1067
Wiemer S, Baer M (2000) Mapping and removing quarry blast events from seismicity catalogs. Bull Seismol Soc Am 90(2):525–530
Wüster J (1993) Discrimination of chemical explosions and earthquakes in Central Europe - a case study. Bull Seismol Soc Am 83:1184–1212
Yarpiz (2015). Implementation of linear discriminant analysis in MATLAB. www.yarpiz.com
Yavuz E, Sertçelik F, Livaoğlu H, Woith H, Lühr BG (2019) Discrimination of quarry blasts from tectonic events in the Armutlu peninsula, Turkey. J Seismol 23:59–76
Yildirim E, Gülbağ A, Horasan G, Doğan E (2011) Discrimination of quarry blasts and earthquakes in the vicinity of Istanbul using soft computing techniques. Comput Geosci 37:1209–1217
Yilmaz Ş, Bayrak Y, Çinar H (2013) Discrimination of earthquakes and quarry blasts in the eastern Black Sea region of Turkey. J Seismol 17:721–734
Acknowledgements
Great thanks to Editor-in-chief Prof. Mariano Garcia-Fernandez for his reviewing the first version of the manuscript and his valuable sugessions. Many thanks to the anonymous reviewers for their critical reviews which have greatly helped to improve the paper. We are highly indebted to Prof. G. Karner and Prof. J. Cochran at Lamont-Doherty Earth Observatory of Colombia University for their reading and reviewing the first version of the manuscript.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Badawy, A., Gamal, M., Farid, W. et al. Decontamination of earthquake catalog from quarry blast events in northern Egypt. J Seismol 23, 1357–1372 (2019). https://doi.org/10.1007/s10950-019-09873-8
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10950-019-09873-8