Downwelling longwave radiation is one of several weather variables needed to determine the radiation budget in the LSM, but it is a variable that is rarely measured. Various techniques have been developed to estimate downwelling longwave radiation for daytime conditions. This study was undertaken in order to evaluate the available techniques, to investigate possible improvements and/or simplifications to those techniques, and to incorporate nighttime as well as daytime conditions. Of the five models analyzed, one estimates downwelling longwave radiation as a function of atmospheric emittance and surface temperature only, while the other four models also include the cloud fraction as an influencing factor. Comparisons of model results to measured data in Oklahoma suggest that a relatively simple model can be used to accurately estimate downwelling longwave radiation during both daytime and nighttime periods.