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wonderlayer.app — Interpreting consequences of inadequate sampling.pdf
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Sea Surface Height (SSH)
SSH measurement
Satellite altimetry
High-wavenumber motions
Nyquist-Shannon theorem
Interpreting consequences of inadequate sampling · Wang et al.

In addition to temporal aliasing, high-wavenumber motions are aliased into the low-wavenumber band arising from spatial subsampling. The spectral density ratio of the subsampled SSH on a 1-d and 10-km basis to the original hourly SSH in the SCS and Kuroshio Extension, respectively.

In striking contrast to temporal aliasing, such wavenumber-domain aliasing is nearly negligible. The Nyquist-Shannon sampling theorem applied in the spatial domain determines the critical frequency.

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Knowledge answer
How does spatial subsampling cause high-wavenumber motions to be aliased?

According to the Nyquist-Shannon sampling theorem, when a continuous field is sampled at discrete points, any signal with a wavenumber higher than the Nyquist wavenumbercannot be correctly resolved, appearing in the low-wavenumber band in a "folded" form.

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