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Updated: Aug 20, 2026

Visually Based Characterization of the Incipient Particle Motion in Regular Substrates: From Laminar to Turbulent Conditions
Published on: February 22, 2018
Can high-order moments be meaningfully estimated from experimental turbulence measurements?
1Laboratoire de Physique et Chimie de l'Environnement, CNRS and University of Orléans, 3A, Avenue de la Recherche Scientifique, F-45071 Orléans 2, France. ddwit@cnrs-orleans.fr
Abstract:
Although high-order moments are widely used in the study of fully developed turbulence, their statistical properties remain poorly known. It is well known that beyond a given order, moment estimates based on finite samples cannot be trusted. We provide an empirical criterion for determining that order and illustrate it using a long record of boundary layer turbulence. The results show that even with modest levels of intermittency, structure functions in the inertial range of turbulence cannot be meaningfully assessed for orders as low as 5 or 6.
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