Published February 13, 2023 | Version v1

Dataset for Multi-Task Learning for Simultaneous Retrievals of Passive Microwave Precipitation Estimates and Rain/No-Rain Classification

Authors/Creators

  • 1. University of Tokyo

Description

Dataset for Multi-Task Learning for "Simultaneous Retrievals of Passive Microwave Precipitation Estimates and Rain/No-Rain Classification".

Global Precipitation Measurement (GPM) dual-frequency precipitation radar (DPR) and Goddard Profiling Algorithm (GPROF) were provided from NASA Global Precipitation Measurement Precipitation Data Directory (https://gpm.nasa.gov/data/directory). The original data used for this study have been supplied by JAXA’s GSMaP.

The source code for preprocessing and model training is available at https://doi.org/10.5281/zenodo.7627112

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dataset_MTL-GPM-retrieval.zip

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