Geophysical Data Analysis

Institution:
IUSS Pavia
Specialization:
ES - Engineering Seismology
Term:
Fall 2009
Teacher(s):
HEINER IGEL
Credits:
3
Date (from - to):
30/11/2009 – 11/12/2009
The course aims to provide students with an understanding of the principles of digital signal processing, filter theory and the application of spectral methods in the analysis of geophysical data. Topics include discrete Fourier transforms, convolution, power spectra, coherence, transfer functions, covariance, correlation, Laplace transforms, Z-transforms, filters, deconvolution, auto-regressive models, spectral estimation, basic statistics, 1-D wavelets, model fitting via singular valued decomposition.