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Spectral decomposition of S-waves in investigating regional dependent attenuation and improving site amplification factors: A case study in western Greece

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Abstract

Seismic-hazard analysis is based on the knowledge of the factors that configure the wave attenuation properties due to the loss of energy radiated away from the source (geometrical spreading and anelastic attenuation) and the site amplification due to surface geological conditions (the so-called site effects). Both factors can be separately investigated based on Generalized Inversion Techniques (GIT), through spectral decomposition of earthquake recordings in terms of Fourier Amplitude Spectra (FAS). In this study a parametric GIT algorithm, was applied in western Greece, allowing a simultaneous spectral decomposition of S-wave records in order to estimate parameters controlling seismic motion. The analyses provided a regional variation of the quality factor, Qs between 23—91, with a geometric mean value of 45, a distance dependent geometrical spreading attenuation factor gamma, γ, smoothly decreased between 12 and 200 km, from 0.98 to 0.77, as well as Site Amplification Factors for both horizontal and vertical components of 24 sites located in the study area. Moment Magnitudes, Mw and corner frequencies, fc, were computed for the examined earthquakes, indicating an increasing trend of stress drop, Δσ from ~ 6 to ~ 55 bar for Mw = 2.5 to 5.2. The estimated values of these parameters, are in good agreement with the corresponding ones based on other methodologies, concluding to the relevant low average logarithmic misfit (~ 0.17) between observed and synthetic FAS. Consequently, attenuation and site amplification factors computed in this study, can provide rational input parameters for stochastic S-wave simulations, improving thus deterministic seismic hazard assessment.

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Data availability

The Matlab scripts of the GIT algorithm used in this study are freely available up on request to the first author.

References

  • Aki K, Richards PG (2002) Quantitative seismology. Freeman, San Francisco, CA

    Google Scholar 

  • Anderson BYJG, Hough SE (1984) A model for the shape of the Fourier Amplitude Spectrum of accelertion at high frequencies. Bull Seismol Soc Am 74:1969–1993

    Google Scholar 

  • Andrews DJ (1986) Objective determination of source parameters and similarity of earthquakes of different size. Earthq Source Mech 37:259–267

    Google Scholar 

  • Arias A (1970) A measure of earthquake intensity. Seismic design for nuclear power plants. Massachusetts Institute of Technology, pp 438–483

  • Assatourians K, Atkinson GM (2012) EXSIM12: a Stochastic Finite- Fault Computer Program in FORTRAN. http://www.seismotoolbox.ca

  • Baskoutas I, Panapoulou G, Rontouanni T (2000) Seismic attenuation in two geologically distinct regions of central Greece. Boll Di Geofis Teor Ed Appl 41:233–242

    Google Scholar 

  • Benetatos C, Kiratzi A, Roumelioti Z, Stavrakakis G, Drakatos G, Latoussakis I (2005) The 14 August 2003 Lefkada Island (Greece) earthquake: Focal mechanisms of the mainshock and of the aftershock sequence. J Seismol 9:171–190

    Article  Google Scholar 

  • Bindi D, Pacor F, Luzi L, Massa M, Ameri G (2009) The Mw 6.3, 2009 L’Aquila earthquake: Source, path and site effects from spectral analysis of strong motion data. Geophys J Int 179:1573–1579

    Article  Google Scholar 

  • Boore DM (1983) Stochastic simulation of high-frequency ground motions based on seismological models of the radiated spectra. Bull Seismol Soc Am Soc Am 73:240

    Google Scholar 

  • Boore DM (2003) Simulation of ground motion using the stochastic method. Pure Appl Geophys 160:635–676

    Article  Google Scholar 

  • Boore D, Boatwright J (1984) Average body-wave radiation coefficients. Bull - Seismol Soc Am 13:576

    Google Scholar 

  • Boore DM, Joyner WB (1997) Site Amplifications for Generic Rock Sites. Bull Seismol Soc Am 87:327–341

    Article  Google Scholar 

  • Borcherdt R (1970) Effects of Local Geology on Ground Motion Near San Francisco Rbay. Bull Seismol Soc Am 60:29–61

    Google Scholar 

  • Brune JN (1970) Tectonic stress and the spectra of seismic shear waves from earthquakes. J Geophys Res 75:4997–5009

    Article  Google Scholar 

  • Burton PW, Xu Y, Tselentis GA, Sokos E, Aspinall W (2003) Strong ground acceleration seismic hazard in Greece and neighboring regions. Soil Dyn Earthq Eng 23:159–181

    Article  Google Scholar 

  • Burton PW, Xu Y, Qin C, Tselentis GA, Sokos E (2004) A catalogue of seismicity in Greece and the adjacent areas for the twentieth century. Tectonophysics 390:117–127

    Article  Google Scholar 

  • Castro RR, Anderson JG, Singh SK (1990) Site response, attenuation and source spectra of S waves along the Guerrero, Mexico subduction zone. Bull Seismol Soc Am 80:1481–1503

    Google Scholar 

  • Danciu L, Sokos E, Tselentis G (2007) Probabilistic Seismic Hazard Assessment in Terms of Engineering Parameters in Greece. Int Symp Seism Risk Reduct 26–27.

  • Dobry R, Idriss I, Ng E (1978) Duration characteristics of horizontal components of strong-motion earthquake records. Bull Seismol Soc Am 68:1487–1520

    Google Scholar 

  • Drouet S, Chevrot S, Cotton F, Souriau A (2008) Simultaneous inversion of source spectra, attenuation parameters, and site responses: Application to the data of the French accelerometric network. Bull Seismol Soc Am 98:198–219

    Article  Google Scholar 

  • Drouet S, Triantafyllidis P, Savvaidis A, Theodulidis N (2008) Comparison of site-effects estimation methods using the Lefkas, Greece, 2003 earthquake aftershocks. Bull Seismol Soc Am 98:2349–2363

    Article  Google Scholar 

  • Drouet S, Cotton F, Guéguen P (2010) VS30, κ, regional attenuation and Mw from accelerograms: Application to magnitude 3–5 French earthquakes. Geophys J Int 182:880–898

    Article  Google Scholar 

  • Drouet S, Bouin MP, Cotton F (2011) New moment magnitude scale, evidence of stress drop magnitude scaling and stochastic ground motion model for the French West Indies. Geophys J Int 187:1625–1644

    Article  Google Scholar 

  • Drouet S, Assumpção M (2013) Spectral analysis of Brazilian data and comparison with ground-motion models. In: 13th Int Congr Brazilian Geophys Soc EXPOGEF, Rio Janeiro, Brazil, 26–29 August 2013, pp 1745–1749. Society of Exploration Geophysicists and Brazilian Geophysical Society

  • EAK (2003) Greek Seismic Code, edited by: Earthquake Planning & Protection Organizatin. Athens – Greece, 7 appendixes (in Greek)

  • Edwards B, Rietbrock A, Bommer JJ, Baptie B (2008) The acquisition of source, path, and site effects from microearthquake recordings using Q tomography: Application to the United Kingdom. Bull Seismol Soc Am 98:1915–1935

    Article  Google Scholar 

  • Flerit F, Armijo R, King G, Meyer B (2004) The mechanical interaction between the propagating North Anatolian Fault and the back-arc extension in the Aegean. Earth Planet Sci Lett 224:347–362

    Article  Google Scholar 

  • Ganas A, Serpelloni E, Drakatos G, Kolligri M, Adamis I, Tsimi C, Batsi E (2009) The Mw 6.4 SW-achaia (Western Greece) earthquake of 8 June 2008: Seismological, field, GPS observations, and stress modeling. J Earthq Eng 13:1101–1124

    Article  Google Scholar 

  • Grendas I, Theodoulidis N, Hatzidimitriou P, Margaris B, Drouet S (2018) Determination of source, path and site parameters based on non-linear inversion of accelerometric data in Greece. Bull Earthq Eng 16:5061–5094

    Article  Google Scholar 

  • Grendas I, Theodoulidis N, Hollender F, Hatzidimitriou P (2021a) A GIT algorithm for simultaneous estimation of seismic source, site response and regional-distance dependent attenuation parameters: application to synthetic and real data. J Seismol 25(2):575–598

    Article  Google Scholar 

  • Grendas I, Theodoulidis N, Hollender F, Hatzidimitriou P (2021b) Effects of the S-wave time-window selection on Standard Spectral Ratio (SSR): Application to the ARGONET vertical array, Greece. 6th Int Conf Earthq Eng Seismol

  • Hanks TC, Kanamori H (1979) A moment magnitude scale. J Geophys Res 84:2348–2350

    Article  Google Scholar 

  • Hatzfeld D, Kassaras I, Panagiotopoulos D, Amorese D, Makropoulos K, Karakaisis G, Coutant O (1995) Microseimicity and strain pattern in northwestern Greece. Tectonics 14:773–785

    Article  Google Scholar 

  • Hatzidimitriou P, Papazachos C, Kiratzi A, Theodulidis N (1993) Estimation of attenuation structure and local earthquake magnitude based on acceleration records in Greece. Tectonophysics 217:243–253

    Article  Google Scholar 

  • Ito E, Nakano K, Nagashima F, Kawase H (2020) A method to directly estimate s-wave site amplification factor from horizontal-to-vertical spectral ratio of earthquakes (Ehvsrs). Bull Seismol Soc Am 110:2892–2911

    Article  Google Scholar 

  • Iwata T, Irikura K (1988) Source parameters of the 1983 Japan sea earthquake sequence. J Phys Earth 36:155–184

    Article  Google Scholar 

  • Kassaras I, Kapetanidis V, Karakonstantis A (2016) On the spatial distribution of seismicity and the 3D tectonic stress field in western Greece. Phys Chem Earth 95:50–72

    Article  Google Scholar 

  • Kawase H, Sánchez-Sesma FJ, Matsushima S (2011) The optimal use of horizontal-to-vertical spectral ratios of earthquake motions for velocity inversions based on diffuse-field theory for plane waves. Bull Seismol Soc Am 101:2001–2014

    Article  Google Scholar 

  • Kiratzi AA (2014) Mechanisms of Earthquakes in Aegean. Encycl Earthq Eng 382074

  • Kishida T, Ktenidou OJ, Darragh RB, Walter S (2016) Semi-automated procedure for windowing time series and computing Fourier amplitude spectra (FAS) for the NGA-West2 database. Pacific Earthquake Engineering Research Center, Berkeley

    Google Scholar 

  • Klin P, Laurenzano G, Priolo E (2018) Gitanes: A Matlab package for estimation of site spectral amplification with the generalized inversion technique. Seismol Res Lett 89:182–190

    Article  Google Scholar 

  • Konno K, Ohmachi T (1998) Ground-motion characteristics estimated from spectral ratio between horizontal and vertical components of microtremor. Bull Seismol Soc Am 88:228–241

    Article  Google Scholar 

  • Koutrakis SI, Karakaisis GF, Hatzidimitriou PM, Koliopoulos PK, Margaris VN (2002) Seismic hazard in Greece based on different strong gound motion parameters. J Earthq Eng 60:75–109

    Article  Google Scholar 

  • Lekkas E, Mavroulis S, Carydis P, Alexoudi V (2018) The 17 November 2015 Mw 6.4 Lefkas (Ionian Sea, Western Greece) Earthquake: Impact on Environment and Buildings. Geotech Geol Eng 36(4):2109–2142

    Article  Google Scholar 

  • Louvari E, Kiratzi AA, Papazachos BC (1999) The Cephalonia Transform Fault and its extension to western Lefkada Island (Greece). Tectonophysics 308:223–236

    Article  Google Scholar 

  • Makropoulos K, Kaviris G, Kouskouna V (2012) An updated and extended earthquake catalogue for Greece and adjacent areas since 1900. Nat Hazards Earth Syst Sci 12:1425–1430

    Article  Google Scholar 

  • Makropoulos KC, Burton PW (1985) Seismic hazard in Greece I. Magnitude recurrence. Tectonophysics 117(3–4):205–257

    Article  Google Scholar 

  • Mandal P, Dutta U (2011) Estimation of earthquake source parameters in the Kachchh seismic zone, Gujarat, India, from strong-motion network data using a generalized inversion technique. Bull Seismol Soc Am 101:1719–1731

    Article  Google Scholar 

  • Margaris BN, Boore DM (1998) Determination of Δσ and κo from response spectra of large earthquakes in Greece. Bull Seismol Soc Am 88:170–182

    Article  Google Scholar 

  • Margaris BN, Hatzidimitriou PM (2002) Source spectral scaling and stress release estimates using strong-motion records in Greece. Bull Seismol Soc Am 92:1040–1059

    Article  Google Scholar 

  • Margaris B, Athanasopoulos G, Mylonakis G, Papaioannou C, Klimis N, Theodulidis N, Savvaidis A, Efthymiadou V, Stewart JP (2010) The 8 June 2008 Mw6.5 Achaia-Elia, Greece earthquake: Source characteristics, ground motions, and ground failure. Earthq Spectra 26:399–424

    Article  Google Scholar 

  • Margaris B, Scordilis EM, Stewart JP, Boore DM, Theodoulidis N, Kalogeras I, Melis NS, Skarlatoudis AA, Klimis N, Seyhan E (2021) Hellenic Strong-Motion Database with Uniformly Assigned Source and Site Metadata for the Period 1972–2015. Seismol Res Lett 92(3):2065–2080

    Article  Google Scholar 

  • Melis NS, Brooks M, Pearce RG (1989) A microearthquake study in the Gulf of Patras region, western Greece, and its seismotectonic interpretation. Geophys J Int 98:515–524

    Article  Google Scholar 

  • Nakano K, Matsushima S, Kawase H (2015) Statistical properties of strong ground motions from the generalized spectral inversion of data observed by K-NET, KiK-net, and the JMA Shindokei network in Japan. Bull Seismol Soc Am 105:2662–2680

    Article  Google Scholar 

  • Oth A, Parolai S, Bindi D, Wenzel F (2009) Source spectra and site response from S waves of intermediate-depth Vrancea, Romania, earthquakes. Bull Seismol Soc Am 99:235–254

    Article  Google Scholar 

  • Papanikolaou DJ, Royden LH (2007) Disruption of the Hellenic arc: Late Miocene extensional detachment faults and steep Pliocene-Quaternary normal faults - Or what happened at Corinth? Tectonics 26:1–16

    Article  Google Scholar 

  • Papazachos C (1999) An Alternative Method for a Reliable Estimation of Seismicity with an Application in Greece and the Surrounding Area. Bull Seismol Soc Am 89:111–119

    Article  Google Scholar 

  • Papazachos BC, Papaioannou CA, Margaris BN, Theodulidis NP (1993) Regionalization of seismic hazard in Greece based on seismic sources. Nat Hazards 8:1–18

    Article  Google Scholar 

  • Papazachos BC, Papadimitriou EE, Kiratzi AA, Papazachos CB, Louvari EK (1998) Fault plane solutions in the Aegean Sea and the surrounding area and their tectonic implication. Boll Geof Teor Appl 39:199–218

    Google Scholar 

  • Papazachos BC, Papaioannou CA, Papazachos CB, Savvaidis AS (1999) Rupture zones in the Aegean region. Tectonophysics 308:205–221

    Article  Google Scholar 

  • Papazachos BC, Comninakis PE, Karakaisis GF, Karakostas BG, Papaioannou CA, Papazachos CB, Scordilis EM (2000) A catalogue of earthquakes in Greece and surrounding area for the period 550BC-1999. Geoph. Lab., Univ. of Thessaloniki, Publ

    Google Scholar 

  • Papoulia J, Nicolich R, Makris J, Slejko D, Mascle J, Papadopoulos G, Anagnostou CH, Camera L, Daskalaki E, Fasoulaka CH, Fokaefs A, Fountoulis I, Garcia J, Gülkan P, Mariolakos I, Pomonis A, Santulin M, Tsambas A, Wardell N, Yalçiner A (2014) A new seismogenic model for the Kyparissiakos Gulf and western Peloponnese (SW Hellenic Arc). Boll Di Geofis Teor Ed Appl 55:405–432

    Google Scholar 

  • Pérouse E, Sébrier M, Braucher R, Chamot-Rooke N, Bourlès D, Briole P, Sorel D, Dimitrov D, Arsenikos S (2017) Transition from collision to subduction in Western Greece: the Katouna–Stamna active fault system and regional kinematics. Int J Earth Sci 106(3):967–989

    Article  Google Scholar 

  • Perron V, Laurendeau A, Hollender F, Bard PY, Gélis C, Traversa P, Drouet S (2018) Selecting time windows of seismic phases and noise for engineering seismology applications: a versatile methodology and algorithm. Bull Earthq Eng 16:2211–2225

    Article  Google Scholar 

  • Polatidis A, Kiratzi A, Hatzidimitriou P, Margaris B (2003) Attenuation of shear-waves in the back-arc region of the Hellenic arc for frequencies from 0.6 to 16 Hz. Tectonophysics 367:29–40

    Article  Google Scholar 

  • Sachpazi M, Hirn A, Clément C, Haslinger F, Laigle M, Kissling E, Charvis P, Hello Y, Lépine JC, Sapin M, Ansorge J (2000) Western Hellenic subduction and Cephalonia Transform: Local earthquakes and plate transport and strain. Tectonophysics 319:301–319

    Article  Google Scholar 

  • Sánchez-Sesma FJ, Pérez-Ruiz JA, Luzón F, Campillo M, Rodríguez-Castellanos A (2008) Diffuse fields in dynamic elasticity. Wave Motion 45:641–654

    Article  Google Scholar 

  • Scordilis EM, Karakaisis GF, Karacostas BG, Panagiotopoulos DG, Comninakis PE, Papazachos BC (1985) Evidence for transform faulting in the Ionian sea: The Cephalonia island earthquake sequence of 1983. Pure Appl Geophys PAGEOPH 123:388–397

    Article  Google Scholar 

  • Scordilis EM, Kementzetzidou D, Papazachos BC (2016) Local magnitude calibration of the Hellenic Unified Seismic Network. J Seismol 20:319–332

    Article  Google Scholar 

  • Shible H, Hollender F, Bindi D, Traversa P, Oth A, Edwards B, Klin P, Kawase H, Grendas I, Castro RR, Theodoulidis N, Gueguen P (2022) GITEC: a generalized inversion technique benchmark. Bull Seismol Soc Am 112(2):850–877

    Article  Google Scholar 

  • Sokos E, Kiratzi A, Gallovič F, Zahradník J, Serpetsidaki A, Plicka V, Janský J, Kostelecký J, Tselentis GA (2015) Rupture process of the 2014 Cephalonia, Greece, earthquake doublet (Mw6) as inferred from regional and local seismic data. Tectonophysics 656:131–141

    Article  Google Scholar 

  • Sokos E, Gallovič F, Evangelidis C, Serpetsidaki A, Plicka V, Kostelecký J, Zahradník J (2020) The 2018 Mw 6.8 Zakynthos, Greece, Earthquake : Dominant Strike-Slip Faulting near Subducting Slab. Seismol Res Lett 91:721–732

    Article  Google Scholar 

  • Sokos E, Zahradník J, Gallovič F, Serpetsidaki A, Plicka V, Kiratzi A (2016) Asperity break after 12 years: The Mw6.4 2015 Lefkada (Greece) earthquake. Geophys Res Lett 43(12):6137–6145

    Article  Google Scholar 

  • Steidl JH, Tumarkin AG, Archuleta RJ (1996) What is a reference? Bull Seismol Soc Am 86:1743–1748

    Article  Google Scholar 

  • Svigkas N, Kiratzi A, Antonioli A, Atzori S, Tolomei C, Salvi S, Polcari M, Bignami C (2021) Earthquake source investigation of the kanallaki, March 2020 sequence (north-western greece) based on seismic and geodetic data. Remote Sens 13:1–16

    Article  Google Scholar 

  • Svigkas N, Atzori S, Kiratzi A, Tolomei C, Antonioli A, Papoutsis I, Salvi S, Kontoes C (2019) On the segmentation of the Cephalonia-Lefkada Transform Fault Zone (Greece) from an InSAR multi-mode dataset of the Lefkada 2015 sequence. Remote Sens 11(16):1848

    Article  Google Scholar 

  • Tarantola A (2005) Inverse problem theory and methods for model parameter estimation. Soc Ind Appl Math

  • Theodoulidis N, Karakostas C, Lekidis V, Makra K, Margaris B, Morfidis K, Papaioannou C, Rovithis E, Salonikios T, Savvaidis A (2016) The Cephalonia, Greece, January 26 (M6.1) and February 3, 2014 (M6.0) earthquakes: near-fault ground motion and effects on soil and structures. Bull Earthq Eng 14:1–38

    Article  Google Scholar 

  • Theodoulidis N, Hollender F, Mariscal A, Moiriat D, Bard PY, Konidaris A, Cushing M, Konstantinidou K, Roumelioti Z (2018) The ARGONET (Greece) seismic observatory: An accelerometric vertical array and its data. Seismol Res Lett 89:1555–1565

    Article  Google Scholar 

  • Tselentis GA (1998) Intrinsic and scattering seismic attenuation in W. Greece Pure Appl Geophys 153:703–712

    Article  Google Scholar 

  • Tselentis GA, Sokos E, Martakis N, Serpetsidaki A (2006) Seismicity and seismotectonics in Epirus, western Greece: Results from a microearthquake survey. Bull Seismol Soc Am 96:1706–1717

    Article  Google Scholar 

  • Tselentis GA, Danciu L, Sokos E (2010) Probabilistic seismic hazard assessment in Greece - Part 2: Acceleration response spectra and elastic input energy spectra. Nat Hazards Earth Syst Sci 10:41–49

    Article  Google Scholar 

  • Vamvakaris DA, Papazachos CB, Papaioannou CA, Scordilis EM, Karakaisis GF (2016) Seismic hazard assessment in the broader aegean area using time-independent seismicity models based on synthetic earthquake catalogs. Bull Geol Soc Greece 50:1463–1472

    Article  Google Scholar 

  • Weaver RI (1982) On diffuse waves in solid media. Accoustical Soc Am 71:1608–1609

    Article  Google Scholar 

  • Wessel P, Smith WHF (1998) New, improved version of generic mapping tools released. Eos. Trans Am Geophys Union 79:579–579

    Article  Google Scholar 

  • Yazdi M, Motamed R, Anderson JG (2022) A New Set of Automated Methodologies for Estimating Site Fundamental Frequency and Its Uncertainty Using Horizontal-to-Vertical Spectral Ratio Curves. Seismol Res Lett 93(3):1721–1736

    Article  Google Scholar 

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Acknowledgements

We thank Institute of Engineering Seismology and Earthquake Engineering (ITSAK) for providing the data used in this study. Also, we would like to thank the two Unknown reviewers of BEE, for their constructive review and comments, that improved the quality of the manuscript. The maps of this study were created by the use of the free software: Generic Mapping Tools (http://gmt.soest.hawaii.edu/ , Wessel and Smith 1998).

Funding

This research is based on a Ph.D. thesis currently conducted by the first author (I.G.) which is co-financed by Greece and the European Union (European Social Fund- ESF) through the Operational Programme «Human Resources Development, Education and Lifelong Learning» in the context of the project “Strengthening Human Resources Research Potential via Doctorate Research” (MIS-5000432), implemented by the State Scholarships Foundation (ΙΚΥ), and has been partially funded by the Sigma-2 & SIREAT-ITSAK KE2.027 projects.

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Grendas, I., Theodoulidis, N., Hollender, F. et al. Spectral decomposition of S-waves in investigating regional dependent attenuation and improving site amplification factors: A case study in western Greece. Bull Earthquake Eng 20, 6441–6465 (2022). https://doi.org/10.1007/s10518-022-01459-z

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