Turbulence and Taylors Hypothesis

For any variable, z, that can be used to study turbulence, then the total derivative is equal to zero, i.e.,  dz/dt = 0 if it is "frozen".  We can write the total derivative as:

      (1)

or since dz/dt = 0 , (1) can be written as:

    (2)

Considering the example in the figure above, assuming that the flow is entirely in the x direction, then then local change of the thermal's temperature will be given by:

       (3)