Removing Nonlinearities from Peculiar Velocity Data

Astronomy and Astrophysics – Astronomy

Scientific paper

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Scientific paper

Analyses of peculiar velocity surveys face several challenges, including low signal-to-noise in individual velocity measurements and the presence of small-scale, nonlinear flows. We describe a new method of overcoming these problems by using data compression as a filter with which to separate large-scale, linear flows from small-scale noise that can bias results. We demonstrate the effectiveness of our method using realistic catalogs of galaxy velocities drawn from N-body simulations.

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