The approach of using remote sensing of surface temperature to estimat
e spatially distributed surface energy balance components is very attr
active. This approach has been applied successfully over surfaces with
near full vegetation cover. However, large discrepancies between meas
ured and simulated surface fluxes have been observed over surfaces wit
h sparse vegetation cover. The reason for these discrepancies is that
the assumption that radiative surface temperature can be equated to ae
rodynamic surface temperature is not correct over sparsely vegetated s
urfaces. In this study an empirical model, relating radiative-aerodyna
mic surface temperature difference to radiative-air temperature gradie
nt and leaf area index, was used to estimate sensible heat flux over s
parse shrub in the Central East supersite during the Hydrologic and At
mospheric Pilot Experiment in the Sahel (HAPEX-Sahel) measurement camp
aign. The result shows that this parameterization leads to reasonable
estimates of sensible heat flux; the root mean square error (RMSE) was
about 50 W m(-2) A second data set over sparse cotton in Arizona had
a RMSE of about 20 W m(-2). Although the results of this study are enc
ouraging, one should be cautious, however, because there is a need for
additional investigation of this procedure.