A partial differential equation for the probability density function (
pdf) of temperature increments in fully developed turbulence has been
derived in a previous theoretical analysis [S. Vaienti, M. Ould-Rouis,
F. Auselmet and P. Le Gal, Physica D 73 (1994) 99]. This equation is
a function of two conditional expectations q(1) and q(2) of respective
ly the increment of velocity and the temperature dissipation. It was s
hown that these two quantities are the only parameters that govern the
evolution of the pdfs for the temperature increments. With the help o
f closure hypotheses on q(1) and q(2), the calculation of the asymptot
ic forms of this pdf is then tractable and displays a notable deviatio
n from the Gaussian behavior for large temperature increment fluctuati
ons when the spatial separation r lies within the inertial and dissipa
tive ranges. The objective of the present paper is to complete our the
oretical approach and to investigate experimentally, from simultaneous
measurements of velocity and temperature fluctuations obtained in a l
aboratory wind tunnel, the evolution of the marginal and joint pdfs of
the velocity and temperature increments. Attention is particularly pa
id to the conditional expectations q(1) and q(2).