%0 Generic
%A Ji, Xin-Lin
%A Zhu, Li
%A Wei, Ying
%A Li, Jia-Huan
%A Kai-Leung Su, Ray
%D 2023
%T Data underlying the study of an integrated hierarchical interpolation framework for generating regional structural seismic responses.
%U 
%R 10.4121/be5c168c-2d7a-47b4-bf0c-82f40a27be06.v1
%K structural seismic response
%K machine learning
%K hierarchical interpolation
%K Gaussian process regression
%K deconvolution seismic interferometry
%X <p>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.</p>
%I 4TU.ResearchData