Jarupong Plodtong. Estimation of major seismic activities in Thailand using Fourier transform. (). King Mongkut's University of Technology North Bangkok. Central Library. : , 2024.
Estimation of major seismic activities in Thailand using Fourier transform
Abstract:
A typical earthquake dataset's time series was
never regularly sampled. Nonetheless, the standard Fast Fourier
Transform (FFT) solely assumes uniformly spaced samples. In
this paper, we handle this mathematical challenge by applying a
modified version of a conventional FFT called the Non-Uniform
Fast Fourier Transform (NFFT) to analyze the seismic data in
Thailand. Eight major fault lines are analyzed to determine
whether there have been any changes in seismic cycle duration
or intensity. Later, the cycle length is utilized to estimate the
upcoming significant earthquake occurrences. Our estimation
has an average absolute error of 0.13 years. We developed a
web-based application that allows users to select the region and
presents the analytical results on an open-source map-oriented
user interface, facilitating more precise assessments and
preparedness actions for potential seismic risks in Thailand
King Mongkut's University of Technology North Bangkok. Central Library
Address:
BANGKOK
Email:
library@kmutnb.ac.th
Created:
2024
Modified:
2025-05-27
Issued:
2025-05-27
บทความ/Article
application/pdf
BibliograpyCitation :
In IEEE Thailand Section (IEEE Computer Society Thailand Chapter) and Prince of Songkla University. College of Computing. The 21st International Joint Conference on Computer Science and Software Engineering (JCSSE 2024)) (pp.351-357). Phuket : Prince of Songkla University