Beck, Hylke E. (author), Westra, Seth (author), Tan, Jackson (author), Pappenberger, Florian (author), Huffman, George J. (author), McVicar, Tim R. (author), Gründemann, Gaby J. (author), Vergopolan, Noemi (author), Fowler, Hayley J. (author), Lewis, Elizabeth (author), Verbist, Koen (author) We introduce the Precipitation Probability DISTribution (PPDIST) dataset, a collection of global high-resolution (0.1°) observation-based climatologies (1979–2018) of the occurrence and peak intensity of precipitation (P) at daily and 3-hourly time-scales. The climatologies were produced using neural networks trained with daily P observations...
journal article 2020
