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Time Series Analysis: Dealing with Imperfect Data

  • Leif Kristensen

    Research output: Book/ReportReportCommissioned

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    Abstract

    Stochastic records in geophysics are seldom perfect. They are often too short, noisy, trendy and recorded under less than ideal conditions. I will try to present some of the considerations I have been involved in concerning tapering, trend removal by linear detrending and high-pass filtering, signal noise from counting statistics and finite signal resolution, and two problems concerning scalar flux measurements by means of eddy correlation, namely out-of-phase corruption and covariance loss due to sensor separation.
    Original languageEnglish
    Place of PublicationRoskilde
    PublisherRisø National Laboratory
    Number of pages31
    Publication statusPublished - 1998
    SeriesRisø-I
    NumberI-1228(EN)

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