In this study, the role of moisture and precipitation in modulating mountain waves and rotors is investigated using observational data from TREX, COAMPS reanalysis simulations (1.5 km horizontal resolution), high-resolution idealized COAMPS simulations, and linear solutions. Preliminary results suggest that while latent heat release over the windward slope enables the air to more readily ascend over high terrain and decreases the blocking, low-level moisture also tends to destabilize the lower troposphere and weakens the gravity wave response. In the presence of trapped waves, the moisture increase in the lower troposphere tends to modify the Scorer parameter profile by decreasing the low-level moist Scorer parameter, and can disrupt the wave-ducting condition. The results indicate that the relative importance of moisture varies with the depth of the moist layer, terrain height, and moist stability.