Quantifying the uncertainty of precipitation forecasting using probabilistic deep learning

<p>Precipitation forecasting is an important mission in weather science. In recent years, data-driven precipitation forecasting techniques could complement numerical prediction, such as precipitation nowcasting, monthly precipitation projection and extreme precipitation event identification. I...

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Bibliographic Details
Published in:Hydrology and Earth System Sciences
Main Authors: L. Xu, N. Chen, C. Yang, H. Yu, Z. Chen
Format: Article
Language:English
Published: Copernicus Publications 2022-06-01
Online Access:https://hess.copernicus.org/articles/26/2923/2022/hess-26-2923-2022.pdf