Multi-Periodic Climate Dynamics: Spectral Analysis of Instrumental, Short- and Long-length Proxy Temperature Records

dc.contributor.advisorAnastasios Tsonis
dc.contributor.committeememberKyle Swanson
dc.contributor.committeememberSergey Kravtsov
dc.creatorMadsen, Michael David
dc.date.accessioned2025-01-16T19:53:16Z
dc.date.issued2014-08-01
dc.description.abstractAnalyzing 26 short-length (less than 3000 years) instrumental and proxy temperature records and five long-length (greater than 3000 years) proxy temperature records using Discrete Fourier Transform has shown that as the length of significant periods increase in the time domain then so does the power at which the period is observed. A t-test verifies that a positive correlation exist between the length of the significant periods and the power with a confidence level of ∝ >0.05. Significant frequencies with period greater than 30 years are confirmed using Monte Carlo simulations, which were created using a nonlinear approach known as fractional Brownian motion (FBM). While completing the spectral analysis it was observed in the spectral analysis is an absence of significant periods between about 1000 years and 20,000 years. Also, wavelet analysis of all short-length temperature records turned up no significant findings.
dc.description.embargo2015-11-01
dc.embargo.liftdate2015-11-01
dc.identifier.urihttp://digital.library.wisc.edu/1793/88605
dc.relation.replaceshttps://dc.uwm.edu/etd/724
dc.subjectClimate
dc.subjectDiscrete Fourier Transform
dc.subjectDynamics
dc.subjectMulti-Periodic
dc.subjectSpectral Analysis
dc.subjectTemperature Records
dc.titleMulti-Periodic Climate Dynamics: Spectral Analysis of Instrumental, Short- and Long-length Proxy Temperature Records
dc.typethesis
thesis.degree.disciplineMathematics
thesis.degree.grantorUniversity of Wisconsin-Milwaukee
thesis.degree.nameMaster of Science

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