Reliable precipitation nowcasting using probabilistic diffusion models

Reliable precipitation nowcasting using probabilistic diffusion models

Precipitation nowcasting is a crucial element in current weather service systems. Data-driven methods have proven highly advantageous, due to their flexibility in utilizing detailed initial hydrometeor observations, and their capability to approximate meteorological dynamics effectively given suffic...

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Bibliographic Details
Main Authors: Congyi Nai, Baoxiang Pan, Xi Chen, Qiuhong Tang, Guangheng Ni, Qingyun Duan, Bo Lu, Ziniu Xiao, Xingcai Liu
Format: Article
Language:English
Published: IOP Publishing 2024-01-01
Series:Environmental Research Letters
Subjects:
probabilistic diffusion model
ensemble forecast
nowcasting
Online Access:https://doi.org/10.1088/1748-9326/ad2891

Internet

https://doi.org/10.1088/1748-9326/ad2891

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