Abstract
Surface wave azimuthal anisotropy in the uppermost crust could be essential to obtain the patterns of the local stress field and shallow Earth’s interior structures. We used the micro-earthquakes (M ≤ 4) waveforms recorded by the Tehran Disaster Mitigation and Management Organization (TDMMO) and Iranian Seismological Center (IrSC) networks between 2006 and 2018. We applied the multiple filter analysis, FTAN, to measure Rayleigh wave group velocities and then inverted them to obtain isotropic and fast anisotropic direction maps at periods of 0.5 to 3.0 s. After obtaining the local dispersion curve for each geographic grid point, we applied a 1D VS inversion procedure. We inserted the resulting model into the original grid point to obtain a quasi-3D VS model in the Tehran region. According to these results, we divided the study area into five local fast anisotropic direction sectors. The resulting velocity maps indicate that the Tehran basin, with relatively low velocity, has been filled out by alluvial deposits with thicknesses between 0.4 km (in the north) and 1.2 km (in the south). In contrast, the fast-direction pattern in this basin changes from W-E (sector #2-west) to N-S (sector #4). A low-to-high-velocity anomaly change inside the basin and near-surface depths (up to 3 km) can illustrate the secondary faults, such as the Pardisan fault. The northern Tehran mountains appear with a high velocity in these maps with three different fast anisotropy directions (sectors #1, part of #2-west, and #5). This feature has also been observed in other stress field studies. In general, our tomographic results in the uppermost crust indicate that the azimuthal anisotropy can provide the velocity structure and illustrate the local stress field.
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Data availability
The datasets are available by official request to the IrSC and TDMMO.
Data and resources
The data was provided by the Tehran Disaster Mitigation and Management Organization (TDMMO; http://tdmmo.tehran.ir) and the Iranian Seismological Center (IrSC; http://irsc.ut.ac.ir). The datasets analyzed during the current study are not publicly available due to the internal rules in TDMMO and IrSC but are available by official request to these agencies. The focal mechanism is available at http://irsc.ut.ac.ir/tansormoman/20200507.2018,Mw4.9.pdf, (last accessed July 2023).
References
Abbasi A (2019) Linear and nonlinear earthquake location approaches in a case study overview. Phys Earth Planet Inter 293:106265. https://doi.org/10.1016/j.pepi.2019.05.008
Abbasi MR, Shabanian E (1999) Fault map of North Tehran. Published by International Institute of Earthquake Engineering and Seismology, Tehran, Iran
Abbassi MR, Farbod Y (2009) Faulting and folding in quaternary deposits of Tehran’s piedmont (Iran). J Asian Earth Sci 34(4):522–531. https://doi.org/10.1016/j.jseaes.2008.08.001
Abbassi A, Nasrabadi A, Tatar M, Yaminifard F, Abbassi MR, Hatzfeld D, Priestley K (2010) Crustal velocity structure in the southern edge of the Central Alborz (Iran). J Geodyn 49:68–78. https://doi.org/10.1016/j.jog.2009.09.044
Adam M-C, Lebedev S (2012) Azimuthal anisotropy beneath southern Africa from very broad-band surface-wave dispersion measurements. Geophys J Int 191:155–174. https://doi.org/10.1111/j.1365-246X.2012.05583.x
Afra M, Shirzad T, Farrokhi M, Braunmiller J, Hatami M-R, Naghavi M, Rahimi H, Motavalli-Anbaran SH, Entezar-Saadat V, Saadat SA (2021) Three-dimensional P-wave tomography in the Central Alborz. Iran Physics Earth Planetary Interiors 315:106711. https://doi.org/10.1016/j.pepi.2021.106711
Ambraseys N, Melville C (1982) A history of Persian earthquakes. Cambridge Univ Press 11(4):591. https://doi.org/10.1002/eqe.4290110412
AmiriFard R, Rahimi H, Sobouti F (2016) Estimation of shallow sediment structure of Tehran basin by using surface wave Love dispersion curves. Iran J Geophys 9(4):68–81
Berberian M, Qorashi M, ArgangRavesh B, MohajerAshjaie A (1993. Seismotectonics and earthquake-fault hazard investigation in the Tehran Region, contribution to the seismotectonics of Iran, part V. In: Report no 56. Geological Survey of Iran.
Berberian M, Yeats RS (1999) Pattern of historical earthquake rupture in the Iranian plateau. Bull Seismol Soc Am 89(1):120–139. https://doi.org/10.1785/BSSA0890010120
Berberian M, Yeats RS (2016) Tehran: an earthquake time bomb. Geol Soc Am 45(7):671. https://doi.org/10.1130/2016.2525(04)
Crampin S, Chastin S (2003) A review of shear wave splitting in the crack-critical crust. Geophys J Int 155(1):221–240. https://doi.org/10.1046/j.1365-246X.2003.02037.x
Davidson JP, Hassanzadeh J, Berzins R, Stockli DF, Bashukooh B, Turrin B, Pandamouz A (2004) The geology of Damavand volcano, Alborz Mountains, northern Iran. Geol Soc Am Bull 116:16–29. https://doi.org/10.1130/B25344.1
Djamour Y, Vernant P, Bayer R, Nankali HR, Ritz J-F, Hinderer J, Hatam Y, Luck B, Moigne NL, Sedighi M, Khorrmai F (2010) GPS and gravity constraints on continental deformation in the Alborz mountain range. Iran, Geophys J Int 183:1287–1301. https://doi.org/10.1111/j.1365-246X.2010.04811.x
Dziewonski A, Bloch S, Landisman M (1969) A technique for the analysis of transient seismic signals. Bull Seismol Soc Am 59:427–444. https://doi.org/10.1785/BSSA0590010427
Emami MH, Amini B, Jamshidi Kh, Afsharyanzadeh AM (1993) Geology map of Tehran (1:100,000 scale). Published by the Geological Survey of Iran.
Farrokhi M, Hamzehloo H, Rahimi H, AllamehZadeh M (2015) Estimation of coda wave attenuation in the central and Eastern Alborz. Iran Bullet Seismol Soc Am 105:1756–1767. https://doi.org/10.1785/0120140149
Guest B, Axen GJ, Lam PS, Hassanzadeh J (2006) Late Cenozoic shortening in the west-Central Alborz Mountains, northern Iran, by combined conjugate strike-slip and thin-skinned deformation. Geosphere 2(1):35–52. https://doi.org/10.1130/GES00019.1
Guest B, Horton BK, Axen GJ, Hassanzadeh J, McIntosh WC (2007) Middle to late Cenozoic basin evolution in the western Alborz Mountains: implications for the onset of collisional deformationin northern Iran. Tectonics 26:6011. https://doi.org/10.1029/2006TC002091
Herrmann RB (1973) Some aspects of bandpass filtering of surface waves. Bull Seismol Soc Am 63:663–671. https://doi.org/10.1785/BSSA0630020663
Herrmann RB, Ammon CJ (2002) Computer programs in seismology-surface waves, receiver functions and crustal structure. Saint Louis University http://www.eas.slu.edu/People/RBHerrmann/ComputerPrograms.html.
Improta L, Bagh S, De Gori P, Valoroso L, Pastori M, Piccinini D, Buttinelli M (2017) Reservoir structure and wastewater-induced seismicity at the Val d’Agri oilfield (Italy) shown by three-dimensional Vp and Vp/Vs local earthquake tomography. J Geophys Res Solid Earth 122(11):9050–9082. https://doi.org/10.1002/2017JB014725
Jackson J, McKenzie D (1984) Active tectonics of the Alpine-Himalayan belt between western Turkey and Pakistan. Geophys J Roy Astron Soc 77(1):185–264. https://doi.org/10.1111/j.1365-246X.1984.tb01931.x
Jackson J, Priestley K, Allen M, Berberian M (2002) Active tectonics of the South Caspian basin. Geophys J Int 148(2):214–245. https://doi.org/10.1046/j.1365-246X.2002.01005.x
Jafari MK, Razmkhah A, Sohrabi A, Keshavarz M, Pourazin K (2001) Complementary seismic microzonation studies for south of Tehran. International Institute of Earthquake Engineering and Seismology, Tehran, Iran (in Persian)
Kaviani A, Mahmoodabadi M, Rümpker G, Pilia S, Tatar M, Nilfouroushan F, Yamini-Fard F, Moradi A, Ali MY (2021) Mantle-flow diversion beneath the Iranian plateau induced by Zagros’ lithospheric keel. Sci Rep 11:2848. https://doi.org/10.1038/s41598-021-81541-9
Khorrami F, Vernant P, Masson F, Nilfouroushan F, Mousavi Z, Nankali H, Saadat SA, Walpersdorf A, Hosseini S, Tavakoli P, Aghamohammadi A, Alijanzade M (2019) An up-to-date crustal deformation map of Iran using integrated campaign-mode and permanent GPS velocities. Geophys J Int 217:832–843. https://doi.org/10.1093/gji/ggz045
Luo S, Yao H, Wen J, Yang H, Tian B, Yan M (2023) Apparent low-velocity belt in the shallow Anninghe fault zone in SW China and its implications for seismotectonics and earthquake hazard assessment. J Geophys Res: Solid Earth 128:e2022JB025681. https://doi.org/10.1029/2022JB025681
Moghadas M, Asadzadeh A, Vafeidis A, Fekete A, Kötter T (2019) A multi-criteria approach for assessing urban flood resilience in Tehran. Iran, Int J Dis Risk Reduct 35:101069. https://doi.org/10.1016/j.ijdrr.2019.101069
Montagner J, Nataf H (1986) A simple method for inverting the azimuthal anisotropy of surface waves. J Geophys Res 91:511–520
Mottaghi AA, Rezapour M, Tibuleac I (2012) Ambient noise Rayleigh wave shallow tomography in the Tehran region. Central Alborz, Iran, Seismol Res Lett 83(3):498–504. https://doi.org/10.1785/gssrl.83.3.498
Movaghari R, JavanDoloei G (2020) 3-D crustal structure of the Iran plateau using phase velocity ambient noise tomography. Geophys J Int 220:1555–1568. https://doi.org/10.1093/gji/ggz537
Nafe JE, Drake CL (1963) Physical properties of marine sediments, in the sea, pp. 794–815, ed. Hill, M. N., Interscience, New York.
Naghavi M, Hatami MR, Shirzad T, Rahimi H (2018) Radial anisotropy in the upper crust beneath the Tehran basin and surrounding regions. Pure Appl Geophys 176:787–800. https://doi.org/10.1007/s00024-018-1986-7
Naghavi M, Shomali ZH, Zare M (2012) Lg coda variations in north-central Iran. Int J Geophys, 673506, https://doi.org/10.1155/2012/673506
Najafi M, Rahimi-Majd M, Shirzad T (2020) Avalanches on the complex network of Rigan earthquake. EPL 130:20001. https://doi.org/10.1209/0295-5075/130/20001
Pedrami M (1981) Pasadenian orogeny and geology of last 700,000 years of Iran. Geological Survey of Iran, 273.
Pourbeyranvand S (2018) Stress studies in the Central Alborz by inversion of earthquake focal mechanism data. Acta Geophysica, 1273–1290https://doi.org/10.1007/s11600-018-0207-1
Raeesi M, Zarifi Z, Nilfouroushan F, Boroujeni SA, Tiampo K (2016) Quantitative analysis of seismicity in Iran. Pure Appl Geophys 174(3):793–833. https://doi.org/10.1007/s00024-016-1435-4
Rahimi-Majd M, Shirzad T, Najafi MN (2022) A self-organized critical model and multifractal analysis for earthquakes in Central Alborz. Iran Sci Rep 12:8364. https://doi.org/10.1038/s41598-022-12362-7
Rawlinson N (2005) FMST: fast marching surface tomography package. Australian National University, Canberra, ACT, Research School of Earth Sciences, p 0200
Rawlinson N, Sambridge M (2004) Wavefront evolution in strongly heterogeneous layered media using the fast marching method. Geophys J Int 156:631–647
Rawlinson N, Sambridge M (2005) The fast marching method: an effective tool for tomographic imaging and tracking multiple phases in complex layered media. Explor Geophys 36:341–350
Rieben EH (1955) The geology of Tehran plain. Am J Sci 253:617–639
Rieben WH (1966) Geological observation on alluvial deposits in northern Iran. Geol Surv Iran 9:39
Sadidkhouy A, Javan-Doloei G, Siahkoohi HR (2008) Seismic anisotropy in the crust and upper mantle of the Central Alborz region. Iran Tectonophys 456(3–4):194–205. https://doi.org/10.1016/j.tecto.2008.05.001
Savage M (1999) Seismic anisotropy and mantle deformation: what have we learned from shear wave splitting? Rev Geophys 37(1):65–106. https://doi.org/10.1029/98rg02075
Shafiee A, Azadi A (2007) Shear-wave velocity characteristics of geological units throughout Tehran city, Iran. J Asian Earth Sci 29:105–115
Shapiro NM, Singh SK (1999) Short note: a systematic error in estimating surface-wave group-velocity dispersion curve and a procedure for its correlation. Bull Seismol Soc Am 89(4):1138–1142
Shirzad T, Shomali ZH (2013) Shallow crustal structures of the Tehran basin in Iran resolved by ambient noise tomography. Geophys J Int 196:1162–1176. https://doi.org/10.1093/gji/ggt449
Shirzad T, Shomali ZH (2014) Shallow crustal radial anisotropy beneath the Tehran of Iran from seismic ambient noise tomography. Phys Earth Planet Inter 231:16–29. https://doi.org/10.1016/j.pepi.2014.04.001
Shirzad T, Naghavi M, Afra M, Yaminifard F (2019) Three-dimensional P-wave velocity structure of Tehran from local micro-earthquake tomography. Pure Appl Geophys 176:4783–4796. https://doi.org/10.1007/s00024-019-02269-2
Shirzad T, Assumpção M, Bianchi M (2020) Ambient seismic noise tomography in west-central and southern Brazil, characterizing the crustal structure of the Chaco-Parana. Pantanal Parana Basins, Geophys J Int 220(3):2074–2085
Shirzad T, Assumpção M, Collaço B, Calhau J, Bianchi MB, Barbosa JR, Prieto RF, Carlos DU (2022) Shear wave velocities in the upper crust of the QuadriláteroFerrífero, Minas Gerais: Rayleigh-wave tomography. Braz J Geophys 40(2):1–23. https://doi.org/10.22564/brjg.v40i2.2160
Shirzad T, Naghavi M, Yamini Fard F (2018) Shallow/upper crustal shear wave structure of the Tehran region (Central Alborz, Iran) from the inversion of Rayleigh wave dispersion measurements. Journal of Seismology. https://doi.org/10.1007/s10950-018-9774-5.
Shomali ZH, Shirzad T (2015) Crustal structure of Damavand volcano, Iran, from ambient noise and earthquake tomography. J Seismolog 19:191–200. https://doi.org/10.1007/s10950-014-9458-8
Solaymani Azad S, Ritz JF, Abbassi MR (2011) Left-lateral active deformation along the Mosha-North Tehran fault system (Iran): morphotectonics and paleoseismological investigations. Tectonophysics 497:1–14. https://doi.org/10.1016/j.tecto.2010.09.013
Stöcklin J, Setudehnia A (1971) Stratigraphic lexicon of Iran. Part 1: Central, North and East Iran, Geological Survey of Iran, Report (18).
Talebian M, Copley AC, Fattahi M, Ghorashi M, Jackson JA, Nazari H, Sloan RA, Walker RT (2016) Active faulting within a megacity: the geometry and slip rate of the Pardisan thrust in central Tehran. Iran, Geophys J Int 207:1688–1699. https://doi.org/10.1093/gji/ggw347
Tatar M, Hatzfeld D, Abbassi A, Yamini FF (2012) Microseismicity and seismotectonics around the Mosha fault (Central Alborz, Iran). Tectonophysics 544–545:50–59. https://doi.org/10.1016/j.tecto.2012.03.033
Wessel P, Smith WHF (1998) New, improved version of the Generic Mapping Tools released. EOS Trans Am Geophys Union 79:579
Xia J, Miller RD, Park CB (1999) Estimation of near-surface shear-wave velocity by inversion of Rayleigh waves. Geophysics 64(3):691–700
Yamini-Fard F, Moradi AS, Hosseini M, Norouzi R (2009) Seismicity of Tehran city region and its vicinity based on Tehran City Seismic Network (TCSN) Data. Geosciences 19(73):133–138. https://doi.org/10.22071/gsj.2010.57216
Zhou Y, Dahlen FA, Nolet G (2004) Three-dimensional sensitivity kernels for surface wave observables. Geophys J Int 158:142–168
Acknowledgements
T.S. thanks the Fundação de Apoio à Universidade de São Paulo, FUSP (project number 3930) and the Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP), Sao Paulo, Brazil (grant number 2016/20952-4). This study was performed by a micro-earthquake dataset recorded by the Tehran Disaster Mitigation and Management Organization (http://tdmmo.tehran.ir; not openly available to the public; last accessed July 2023) and the Iranian Seismological Center (IrSC) at the University of Tehran/Iran (http://irsc.ut.ac.ir; available upon electronic online request; last accessed July 2023). The geological map in Fig. 1 was prepared by the National Geosciences Database of Iran (NGDIR; http://www.ngdir.ir). All plots were made using Generic Mapping Tools (GMT), version 6.4.0 (Wessel and Smith, 1998; www.soest.hawaii.edu/gmt; last accessed July 2023). We would also like to thank the editor, Prof. Dr. Maria Rosaria Gallipoli, and two anonymous reviewers for their constructive comments and useful suggestions.
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All authors contributed to the study conception, design, data collection-preparation, and analysis as follows:
Taghi Shirzad: preparing dataset, conceptualization, investigation, formal analysis, methodology, software, writing manuscript and editing, and validation
Farzam YaminiFard: preparing dataset, re-locating events, conceptualization, and editing manuscript
Mojtaba Naghavi: preparing dataset, re-locating events, conceptualization, and writing manuscript
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Highlights
• Surface wave azimuthal anisotropy can provide the patterns of the local stress field.
• Tehran region contains three different zones, including the Tehran basin, the north and west mountains.
• The fast directions of the azimuthal anisotropy represent 5 different sectors in the Tehran region.
Appendix 1
Appendix 1
See Fig. 8.
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Shirzad, T., YaminiFard, F. & Naghavi, M. Near-surface azimuthal anisotropy using the Rayleigh wave inversion in the Tehran region, Iran. J Seismol 27, 901–917 (2023). https://doi.org/10.1007/s10950-023-10169-1
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DOI: https://doi.org/10.1007/s10950-023-10169-1