The prediction of heavy rain is critical to reduce damage and increase public safety. To improve prediction accuracy, we developed water vapor lidars that measure the vertical distribution of water vapor in the lower atmosphere. We conducted long-term observations of vertical water vapor distributions on the lus development that cause heavy rain. With a data assimilation technique, we also evaluated the imprecipitation of a numerical weather prediction model.