Longitudinal velocity measurements above a uniform dry lakebed were ca
rried out to investigate the applicability of the random sweeping deco
rrelation hypothesis to thermally stratified turbulent flow. The highe
r order velocity structure functions of order m were measured and mode
led using the sweeping decorrelation hypothesis. In order to reduce th
e influence of Taylor's frozen hypothesis on the assessment of the swe
eping decorrelation hypothesis, two dimensionless quantities, develope
d by Praskovsky et al. (1993), were used. Based on these dimensionless
quantities, the sweeping decorrelation hypothesis predictions agreed
well with the higher order structure function measurements. Assumption
s inherent in the sweeping decorrelation hypothesis were also consider
ed. It was found that strong interaction existed between the energy co
ntaining scales and the inertial subrange scales, indicating that the
sweeping action alone does not fully describe the higher order structu
re function. Also, local temperature-velocity interactions were measur
ed and found to be significant thus weakening the validity of the swee
ping decorrelation hypothesis. However, these two interaction mechanis
ms appeared to be opposite in sign and counteracted each other.