MULTIPLE-TAPER SPECTRAL-ANALYSIS - A STAND-ALONE C-SUBROUTINE

Authors
Citation
Jm. Lees et J. Park, MULTIPLE-TAPER SPECTRAL-ANALYSIS - A STAND-ALONE C-SUBROUTINE, Computers & geosciences, 21(2), 1995, pp. 199-236
Citations number
15
Categorie Soggetti
Mathematical Method, Physical Science","Geosciences, Interdisciplinary","Computer Science Interdisciplinary Applications
Journal title
ISSN journal
00983004
Volume
21
Issue
2
Year of publication
1995
Pages
199 - 236
Database
ISI
SICI code
0098-3004(1995)21:2<199:MS-ASC>2.0.ZU;2-I
Abstract
A simple set of subroutines in ANSI-C are presented for multiple taper spectrum estimation. The multitaper approach provides an optimal spec trum estimate by minimizing spectral leakage while reducing the varian ce of the estimate by averaging orthogonal eigenspectrum estimates. Th e orthogonal tapers are Slepian n pi prolate functions used as tapers on the windowed time series. Because the taper functions are orthogona l, combining them to achieve an average spectrum does not introduce sp urious correlations as standard smoothed single-taper estimates do. Fu rthermore, estimates of the degrees of freedom and F-test values at ea ch frequency provide diagnostics for determining levels of confidence in narrow band (single frequency) periodicities. The program provided is portable and has been tested on both Unix and Macintosh systems.