Although most of the planetary boundary layer (PBL) parameterizations have demonstrated the capability to reproduce many meteorological phenomena in the lowest few kilometers, little attention has been paid to the prediction of the diurnal cycles of surface wind speed (V SFC ) in relation to surface temperature (T SFC ). In this study, the performance of five widely used PBL parameterizations in reproducing the diurnal cycles of V SFC and T SFC is evaluated using the 3-day mesoscale simulations of summertime weak-gradient flows over the central United States where little organized convection and topographical forcing were present. The time series of areaaveraged V SFC and T SFC , as well as the vertical wind and thermal profiles from the five sensitivity simulations, are compared with hourly surface observations and other available data. The hourly surface observations reveal that the diurnal cycles of V SFC are in phase (but surface wind directions are 5-6 h out of phase) with those of T SFC . It is shown that both V SFC and T SFC are very sensitive to the PBL parameterizations, given the identical conditions for all of the other model parameters. It is found that all five of the PBL schemes can reproduce the diurnal phases of T SFC (and wind directions), albeit with different amplitudes. However, all of the schemes underestimate the strength of V SFC during the daytime, and most of them overestimate it at night. Moreover, some PBL schemes produce pronounced phase errors in V SFC or substantially weak V SFC all of the time, despite their well-simulated diurnal cycle of T SFC . The results indicate that a perfect simulation of the diurnal T SFC cycle (and the thermal structures above) does not guarantee the reproduction of the diurnal cycles of V SFC . The final outcome would depend on how various physical processes, such as the vertical turbulent exchanges of the mass and momentum under different stability conditions, are parameterized. Because the upper portion of the PBL flow is often nearly opposite in phase to V SFC under weak-gradient conditions, the results have significant implications for the predictability of diurnal precipitation and the studies of air quality, wind energy, and other environmental problems. 1 The diurnal cycle of the PBL used to be viewed in terms of surface radiative forcing and low-level temperature variations. In this study, it also includes the surface winds and the winds above in the PBL.