This is the processed dataset associated with the results in the manuscript that was submitted to the Geophysical Research Letters. This processed dataset is produced based on the in-situ daily precipitation observations that were collected from the National Meteorological Science Data Center and available at http://www.nmic.cn/en. The total precipitation (TP; units: mm) for different categories of precipitation intensity is calculated and provided in this dataset.