TY - DATA T1 - Data underlying the study of an integrated hierarchical interpolation framework for generating regional structural seismic responses. PY - 2023/11/29 AU - Xin-Lin Ji AU - Li Zhu AU - Ying Wei AU - Jia-Huan Li AU - Ray Kai-Leung Su UR - DO - 10.4121/be5c168c-2d7a-47b4-bf0c-82f40a27be06.v1 KW - structural seismic response KW - machine learning KW - hierarchical interpolation KW - Gaussian process regression KW - deconvolution seismic interferometry N2 -

This study has designed a framework for calculating structural seismic responses inside a non-instrumented building, based on dual-level hierarchical interpolation. The propagation of earthquake waves from an observation station to a target building is divided into two steps: propagation underground and inside the building. Gaussian process regression (GPR) and deconvolution seismic interferometry (DSI) are adopted, respectively, within these two steps to interpolate seismic responses in succession. This dataset contains main Python scripts for implementing the abovementioned steps. Some data collected from K-NET, KiK-net, and CESMD are provided for the purpose of testing.

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