Research on precipitation amounts prediction using time-series data on the movement of rain clouds has beenconducted. In this case, the prediction accuracy can be improved by considering not only the movement of rainclouds but also other data. In this study, we focus on elevation data and evaluate the effect of elevation data onprecipitation amounts prediction. This study examines the usefulness of elevation data for precipitation amountsprediction. In this study, deep learning is applied to precipitation amounts prediction.