Abstract
Typical seismic ground-motion models predict the response spectral ordinates (GMM-SA), which are the damped responses of a suite of single-degree-of-freedom oscillators. Response spectra represent the response of an idealized structure to input ground-motion, but not the physics of the actual ground-motion. To complement the regionally adaptable GMM-SA of Kotha et al. (2020), we introduce a model capable of predicting Fourier amplitudes (GMM-FA); developed from the Engineering Strong Motion (ESM) dataset for pan-Europe. This GMM-FA reveals the very high variability of high frequency ground-motions, which are completely masked in a GMM-SA. By maintaining the development strategies of GMM-FA identical to that of the GMM-SA, we are able to evaluate the physical meaning of the spatial variability of anelastic attenuation and source characteristics. We find that a fully data-driven geospatial index, Activity Index (AIx), correlates well with the spatial variability of these physical effects. AIx is a fuzzy combination of seismicity and crustal parameters, and can be used to adapt the attenuation and source non-ergodicity of the GMM-FA to regions and tectonic localities sparsely sampled in ESM. While AIx, and a few other parameters we touch upon, may help understand the spatial variability of high frequency attenuation and source effects, the high frequency site-response variability—dominating the overall aleatory variance—is yet unresolvable. With the rapid increase in quantity and quality of ground-motion datasets, our work demonstrates the need to upgrade regionalization techniques, site-characterisation, and a paradigm shift towards Fourier ground-motion models to complement the traditional response spectra prediction models.
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Acknowledgements
The authors are grateful to the very thorough review of Grace. A. Parker, which helped in improving the readability of the manuscript. The authors are also extend thanks to the anonymous reviewer for their inputs. The contributions of Sreeram Reddy Kotha (corresponding author) in this research are funded by the SIGMA2 consortium (EDF, CEA, PG&E, SwissNuclear, Orano, CEZ, CRIEPI) under grant–2017–2021. The model development has benefitted immensely from feedback provided by the collaborators in Horizon 2020 “Seismology and Earthquake Engineering Research Infrastructure Alliance for Europe (SERA)” project.
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Kotha, S.R., Bindi, D. & Cotton, F. A regionally adaptable ground-motion model for fourier amplitude spectra of shallow crustal earthquakes in Europe. Bull Earthquake Eng 20, 711–740 (2022). https://doi.org/10.1007/s10518-021-01255-1
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DOI: https://doi.org/10.1007/s10518-021-01255-1