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Objective regionalization of Rayleigh wave dispersion data by clustering algorithms: an application to the Mediterranean basin |
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| Authors: | M D Martí nez J A Canas X Lana and J Badal |
| Institution: | a Department of Applied Physics, ETSAB, Technical University of Catalonia, Av. Diagonal 649, 08028 Barcelona, Spain b National Geographical Institute, General Ibáñez de Ibero 3, 28003 Madrid, Spain c Department of Physics and Nuclear Engineering, ETSEIB, Technical University of Catalonia, Av. Diagonal 647, 08028 Barcelona, Spain d Department of Theoretical Physics–Geophysics, University of Zaragoza, Pedro Cerbuna 12, 50009 Zaragoza, Spain |
| Abstract: | The main target of the present study is an objective and automated regionalization of Rayleigh wave dispersion data for the Mediterranean basin, without a priori seismotectonic constraints, and to determine the corresponding regional shear-velocity structures. The database used is formed by almost 200 Rayleigh wavetrains corresponding to 42 regional events, with surface-wave magnitude greater than 4.5, recorded at the MedNet very-broad-band stations in the Mediterranean area. Path-averaged group velocities for the Rayleigh wave fundamental mode are derived for each available epicentre-station trajectory crossing the Mediterranean basin. After this, a principal component analysis and a clustering process are applied to local group velocities, obtained for 13 different periods from 10 to 70 s, in order to classify the Mediterranean basin into several homogeneous regions. The stochastic inversion of the averaged group velocity dispersion curve obtained for each region provides the respective shear-velocity structures, down to a depth of 150–160 km. The characteristics of these areas and their possible correlation with the main seismotectonic features of the Mediterranean region are discussed. The regional models reveal significant lateral changes in the elastic structure, with the main differences concerning particularly the upper 35–40 km. Within this depth range, low shear velocities, varying from 2.8 to 3.9 km s?1, characterize the Eastern Mediterranean, whereas higher velocities, ranging from 3.0 to 4.2 km s?1, are deduced for the Western Mediterranean. These results suggest a thicker crust in the eastern part, but with a greater thickness of sedimentary layers. However, for depths of between 80 and 110 km, lower shear velocities are obtained in the Western part, while higher shear velocities are derived for the Eastern Mediterranean Sea, in the Aegean Sea, Greece, the south of Italy, Sicily and Tunisia. This velocity pattern suggests an averaged thicker lithosphere under the latter areas, as the top of the asthenosphere is detected at a mean depth of 75 km for the remaining regions. This thicker lithosphere can be related to processes associated with the convergence of the Eurasian and African plates and subduction under the Calabrian and Hellenic Arcs. |
| Keywords: | Rayleigh wave group velocities principal component analysis clustering algorithm Mediterranean basin |
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