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

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    Date
    2014-08-01
    Author
    Madsen, Michael David
    Department
    Mathematics
    Advisor(s)
    Anastasios Tsonis
    Metadata
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    Abstract
    Analyzing 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.
    Subject
    Climate
    Discrete Fourier Transform
    Dynamics
    Multi-Periodic
    Spectral Analysis
    Temperature Records
    Permanent Link
    http://digital.library.wisc.edu/1793/94119
    Type
    thesis
    Part of
    • UW Milwaukee Electronic Theses and Dissertations

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