We present an updated version of the Advanced Radiative Transfer Modeling System for ground-based sensors to better use microwave instruments in all weather. We added realistic cloud and rain effects and compared the results with six months of observations at two stations. The model accurately simulates observations in cloudy conditions. This advance can effectively improve the use of observational data and enhance weather forecasting capability.