We generate random Gaussian turbulent velocity fields with a Kolmogoro
v spectrum and use these to obtain synthetic line-of-sight velocity pr
ofiles. The profiles are found to be similar to line profiles observed
in molecular clouds. We suggest methods for analyzing measured line p
rofiles to test whether they might arise from Gaussian Kolmogorov turb
ulence.