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KRDAE SİSMİK AĞI GENİŞBAND GÜRÜLTÜ ANALİZİ

Year 2025, Volume: 13 Issue: 3, 872 - 884, 30.09.2025
https://doi.org/10.21923/jesd.1671010

Abstract

Gelişen teknolojiyle birlikte dünya genelinde deprem istasyonu ve sismik ağ sayısı hızla artmıştır. Türkiye’de Boğaziçi Üniversitesi Kandilli Rasathanesi ve Deprem Araştırma Enstitüsü (KRDAE), 1976’dan bu yana Türkiye Deprem Ağı’nı işletmektedir. Başlangıçta istasyonlar yerleşim yerlerinden uzak, gürültüsüz ve sağlam zeminli alanlara kurulmuş olsa da, zamanla artan kentleşme ve elektronik donanım değişiklikleri nedeniyle arka plan sismik gürültüsü (ASG) artmıştır. Bu durum, kaydedilebilecek minimum deprem büyüklüğünün yükselmesine neden olmaktadır. Bu çalışmada, KRDAE-BDTİM’e ait mevcut istasyonların gürültü analizleri yapılmış, en gürültülü istasyonlarda elektronik kaynaklı sinyaller belirlenerek iyileştirme çalışmaları gerçekleştirilmiştir. Gürültü giderilemeyen istasyonlar için yeni yer seçimleri önerilmiştir. Pilot bölge olarak istasyon yoğunluğu ve mikrodeprem potansiyeli nedeniyle Marmara Bölgesi seçilmiştir. Gürültülü üç istasyonda arazi çalışmaları yapılarak iyileştirme sonrası veriler analiz edilmiştir. Ayrıca, PQLX yazılımına alternatif MATLAB tabanlı yerli bir yazılım geliştirilmiş ve karşılaştırmalı analiz yapılmıştır. 2024 yılı için BDTİM’de kullanılan mevcut geniş bant istasyonlarının sinyal güç içeriği Python tabanlı programlar kullanılarak hesaplanmış, normalleştirilmiş güç spektral yoğunluğu (PSD) verileri KRDAE-BDTİM web sayfasında paylaşılmıştır.

Ethical Statement

Yazarlar tarafından herhangi bir çıkar çatışması beyan edilmemiştir. No conflict of interest was declared by the authors.

Supporting Institution

Bu çalışma Boğaziçi Üniversitesi Bilimsel Araştırma Projeleri Koordinasyon Birimi tarafından 19TP2/15381 nolu proje kapsamında desteklenmiştir

Project Number

19TP2/15381

Thanks

Proje de destek veren rahmetli Doç.Dr. Doğan Kalafat’a, yazılım desteği veren Dr. Süleyman Tunç’a ve katkılarından dolayı Doç.Dr. Selda Altuncu Poyraz’a teşekkürü bir borç bilirim.

References

  • Anthony, R. E., Aster R. C., Wiens, D., Nyblade, A., Anandakrishnan, S., Huerta, A., Winberry, J.P., Wilson, T., Row, C., 2015. The seismic noise environment of Antarctica. Seismol. Res. Lett, 86, 89–100.
  • Berger, J., Davis, P., Ekström, G., 2004. Ambient earth noise: a survey of the global seismographic network. Journal of Geophysical Research: Solid Earth, 109.B11.
  • Bonnefoy Caludet, S., Cotton, F., Bard, P.Y., 2006. The Nature of Noise Wavefield and its Application for Site Effect Studies: A Literature Review. Earth Sceince Reviews, 79 (3-4), 205-227.
  • Bormann, P., Wielandt, E., 2013. Seismic signals and noise, in New Manual of Seismological Observatory Practice2 (NMSOP-2), P. Bormann (Editor), Deutsches GeoForschungsZentrum GFZ, Potsdam, Germany, 1–62.
  • Bromirski,P.D., Duennebier, F.K., 2002. The near-coastal microseism spectrum: Spatial and temporal wave climate relationships. J. Geophys. Res., 107(B8), 2166.
  • Bromirski, P. D., Duennebier, F. K., Stephen, R. A., 2005. Mid-ocean microseisms. Geochem. Geophys. Geosyst., 6, Q04009.
  • Custódio, S., Dias, N. A., Caldeira, B., Carrilho, F., Carvalho, S., Corela, C., Díaz, J., Narciso, J., Madureira, G., Matias, L., 2014. Ambient noise recorded by a dense broadband seismic deployment in western Iberia, Bull. Seismol. Soc. Am., 104 (6), 2985–3007.
  • Demuth, A., Ottemöller, L., Keers, H., 2016. Ambient noise levels and detection threshold in Norway. Journal of Seismology. 20, pp.889-904.
  • Evangelidis, C. P., Melis, N.S., 2012. Ambient noise levels in Greece as recorded at the Hellenic Unified Seismic Network, Bull. Seismol. Soc. Am., 102 (6), 2507–2517.
  • Green, D.N., Bastow, I.D., Dashwood, B., Nippress, S.E.J., 2016. Characterizing Broadband Seismic Noise in Central London. Seismological Research Letters, 88 (1), 113–124.
  • Hasselmann, K. A., 1963. A stratistical analysis of the generation of microseisms. Rev. Geophys., 1, 177 – 209.
  • Kedar, S. Webb, F.H., 2005. The ocean's seismic hum. Science, 307(5710), pp.682-683.
  • Longuet-Higgins, M. S., 1950. A theory of the origin of microseisms. Philos. Trans. R. Soc. London, Ser. A, 243, 1 – 35.
  • Marzorati, S., Bindi, D., 2006. Ambient noise levels in north central Italy, Geochem. Geophys. Geosys., 7, Q09010.
  • Mcnamara, D., Boaz, R.I., 2011. PQLX: A Seismic Data Quality Control System Description, Applications, and User’s Manual. Open-file Report 2005-1418.
  • Mcnamara, D., Buland, R.P., 2004. Ambient Noise Levels in the Continental United States Bulletin of the Seismological Society of America, Vol.94, N:4, p. 1517-1527.
  • McNamara, D.E., Hutt, C.R., Gee, L.S., Benz H.M., Buland, R.P., 2009. A Method to Establish Seismic Noise Baselines for Automated Station Assessment. Seismological Research Letters, 80 (4), 628–637.
  • Möllhoff, M., Bean, C.J., 2016. Seismic Noise Characterization in Proximity to Strong Microseism Sources in the Northeast Atlantic. Bulletin of the Seismological Society of America, 106(2).
  • Özelaybey, S., 2011. Arka Plan Sismik Gürültü ile Sismolojik Çalışmalar, 1. Türkiye Deprem Mühendisliği ve Sismoloji Konferansı, ODTU, Ankara.
  • Peterson, 1993. Observations and Modelling of Seismic Background Noise. Open-file Report, U.S. Deparmant od Interior Geological Survey.
  • Rastin, S. J., Unsworth, C.P., Gledhill, K.R., McNamara, D.E., 2012. A detailed noise characterization and sensor evaluation of the North Island of New Zealand using the PQLX data quality control system. Bull. Seismol. Soc. Am., 102 (1), 98–113.
  • Stutzman, E., Roult, G., Astiz, L., 2000. Geoscope station noise levels. Bull. Seism. Soc. Am. 90, 690–701.
  • Tanimoto, T., 2007. Excitation of normal modes by nonlinear interaction of ocean waves. Geophysical Journal International, 168, 571-582.
  • Vassallo, M., Festa, G., Bobbio, A., 2012. Seismic ambient noise analysis in southern Italy, Bull. Seismol. Soc. Am., 102 (2), 574–586.
  • Webb, S.C., 2002. Seismic noise on land and on the sea floor. In International Geophysics, Vol. 81, pp. 305-318. Academic Press.
  • Wolin, E., Van der Lee, S., Bollmann, T.A., Wiens, D.A., Revenaugh, J., Darbyshire, F.A., Frederiksen, A.W., Stein, S., Wysession, M.E., 2015. Seasonal and Diurnal Variations in Long-Period Noise at SPREE Stations: The Influence of Soil Characteristics on Shallow Stations’ Performance. Bulletin of the Seismological Society of America. 105 (5),

KRDAE SEISMIC NOISE ANALYSIS

Year 2025, Volume: 13 Issue: 3, 872 - 884, 30.09.2025
https://doi.org/10.21923/jesd.1671010

Abstract

This study presents a comprehensive seismic noise analysis of broadband stations operated by the Boğaziçi University Kandilli Observatory and Earthquake Research Institute (KRDAE), which has managed the national seismic network in Türkiye since 1976. Over time, increasing urbanization and upgrades in electronic instrumentation have led to a rise in background seismic noise (BSN), which limits the detection of small-magnitude events and affects overall data quality. The primary objective is to identifying and mitigating noise sources, particularly those of electronic origin, at selected stations. Alternative site locations were proposed for stations where noise mitigation was not fesaible. The Marmara Region was chosen as a pilot area due to its dense station coverage and the potential to record microseismicity. Field investigations were conducted at three noisy stations, and data collected after on-site improvements were compared with initial records. A MATLAB-based domestic software tool was developed as an alternative to the widely used PQLX software, and a comparative evaluation was performed. Additionally, during 2024, seismic data from current broadband stations were processed using Python-based programs to compute and normalize the Power Spectral Density (PSD), and the results were published on the KRDAE-BDTİM website for open access by the research community.

Ethical Statement

No conflict of interest was declared by the authors.

Supporting Institution

Bogazici University

Project Number

19TP2/15381

Thanks

I would like to express my gratitude to the late Assoc. Prof. Dr. Doğan Kalafat for his support in the project, Dr. Süleyman Tunç for his software support, and Assoc. Prof. Dr. Selda Altuncu Poyraz for her contributions.

References

  • Anthony, R. E., Aster R. C., Wiens, D., Nyblade, A., Anandakrishnan, S., Huerta, A., Winberry, J.P., Wilson, T., Row, C., 2015. The seismic noise environment of Antarctica. Seismol. Res. Lett, 86, 89–100.
  • Berger, J., Davis, P., Ekström, G., 2004. Ambient earth noise: a survey of the global seismographic network. Journal of Geophysical Research: Solid Earth, 109.B11.
  • Bonnefoy Caludet, S., Cotton, F., Bard, P.Y., 2006. The Nature of Noise Wavefield and its Application for Site Effect Studies: A Literature Review. Earth Sceince Reviews, 79 (3-4), 205-227.
  • Bormann, P., Wielandt, E., 2013. Seismic signals and noise, in New Manual of Seismological Observatory Practice2 (NMSOP-2), P. Bormann (Editor), Deutsches GeoForschungsZentrum GFZ, Potsdam, Germany, 1–62.
  • Bromirski,P.D., Duennebier, F.K., 2002. The near-coastal microseism spectrum: Spatial and temporal wave climate relationships. J. Geophys. Res., 107(B8), 2166.
  • Bromirski, P. D., Duennebier, F. K., Stephen, R. A., 2005. Mid-ocean microseisms. Geochem. Geophys. Geosyst., 6, Q04009.
  • Custódio, S., Dias, N. A., Caldeira, B., Carrilho, F., Carvalho, S., Corela, C., Díaz, J., Narciso, J., Madureira, G., Matias, L., 2014. Ambient noise recorded by a dense broadband seismic deployment in western Iberia, Bull. Seismol. Soc. Am., 104 (6), 2985–3007.
  • Demuth, A., Ottemöller, L., Keers, H., 2016. Ambient noise levels and detection threshold in Norway. Journal of Seismology. 20, pp.889-904.
  • Evangelidis, C. P., Melis, N.S., 2012. Ambient noise levels in Greece as recorded at the Hellenic Unified Seismic Network, Bull. Seismol. Soc. Am., 102 (6), 2507–2517.
  • Green, D.N., Bastow, I.D., Dashwood, B., Nippress, S.E.J., 2016. Characterizing Broadband Seismic Noise in Central London. Seismological Research Letters, 88 (1), 113–124.
  • Hasselmann, K. A., 1963. A stratistical analysis of the generation of microseisms. Rev. Geophys., 1, 177 – 209.
  • Kedar, S. Webb, F.H., 2005. The ocean's seismic hum. Science, 307(5710), pp.682-683.
  • Longuet-Higgins, M. S., 1950. A theory of the origin of microseisms. Philos. Trans. R. Soc. London, Ser. A, 243, 1 – 35.
  • Marzorati, S., Bindi, D., 2006. Ambient noise levels in north central Italy, Geochem. Geophys. Geosys., 7, Q09010.
  • Mcnamara, D., Boaz, R.I., 2011. PQLX: A Seismic Data Quality Control System Description, Applications, and User’s Manual. Open-file Report 2005-1418.
  • Mcnamara, D., Buland, R.P., 2004. Ambient Noise Levels in the Continental United States Bulletin of the Seismological Society of America, Vol.94, N:4, p. 1517-1527.
  • McNamara, D.E., Hutt, C.R., Gee, L.S., Benz H.M., Buland, R.P., 2009. A Method to Establish Seismic Noise Baselines for Automated Station Assessment. Seismological Research Letters, 80 (4), 628–637.
  • Möllhoff, M., Bean, C.J., 2016. Seismic Noise Characterization in Proximity to Strong Microseism Sources in the Northeast Atlantic. Bulletin of the Seismological Society of America, 106(2).
  • Özelaybey, S., 2011. Arka Plan Sismik Gürültü ile Sismolojik Çalışmalar, 1. Türkiye Deprem Mühendisliği ve Sismoloji Konferansı, ODTU, Ankara.
  • Peterson, 1993. Observations and Modelling of Seismic Background Noise. Open-file Report, U.S. Deparmant od Interior Geological Survey.
  • Rastin, S. J., Unsworth, C.P., Gledhill, K.R., McNamara, D.E., 2012. A detailed noise characterization and sensor evaluation of the North Island of New Zealand using the PQLX data quality control system. Bull. Seismol. Soc. Am., 102 (1), 98–113.
  • Stutzman, E., Roult, G., Astiz, L., 2000. Geoscope station noise levels. Bull. Seism. Soc. Am. 90, 690–701.
  • Tanimoto, T., 2007. Excitation of normal modes by nonlinear interaction of ocean waves. Geophysical Journal International, 168, 571-582.
  • Vassallo, M., Festa, G., Bobbio, A., 2012. Seismic ambient noise analysis in southern Italy, Bull. Seismol. Soc. Am., 102 (2), 574–586.
  • Webb, S.C., 2002. Seismic noise on land and on the sea floor. In International Geophysics, Vol. 81, pp. 305-318. Academic Press.
  • Wolin, E., Van der Lee, S., Bollmann, T.A., Wiens, D.A., Revenaugh, J., Darbyshire, F.A., Frederiksen, A.W., Stein, S., Wysession, M.E., 2015. Seasonal and Diurnal Variations in Long-Period Noise at SPREE Stations: The Influence of Soil Characteristics on Shallow Stations’ Performance. Bulletin of the Seismological Society of America. 105 (5),
There are 26 citations in total.

Details

Primary Language Turkish
Subjects Seismology
Journal Section Research Articles
Authors

Tuğçe Ergün 0000-0003-1366-2479

Project Number 19TP2/15381
Publication Date September 30, 2025
Submission Date April 7, 2025
Acceptance Date August 22, 2025
Published in Issue Year 2025 Volume: 13 Issue: 3

Cite

APA Ergün, T. (2025). KRDAE SİSMİK AĞI GENİŞBAND GÜRÜLTÜ ANALİZİ. Mühendislik Bilimleri Ve Tasarım Dergisi, 13(3), 872-884. https://doi.org/10.21923/jesd.1671010