Advancing Convective Precipitation Nowcasting via 3D Polarimetric Radar Data and Physics‐Constrained Deep Learning Model

Abstract Accurate nowcasting of severe convective precipitation is critical for early warning yet still remains challenging. Although deep learning methods show promise, most models lack physical constraints, limiting their consistency with atmospheric processes. We introduce FURECast, a deep learni...

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Bibliografiske detaljer

Principais autores:	Xiang Pan, Yinghui Lu, Hao Huang, Gang Chen, Ang Zhou, Kun Zhao
Format:	Artigo
Sprog:	Inglês
Udgivet:	Wiley 2026-03-01
Serier:	Geophysical Research Letters
Fag:	deep learning nowcasting polarimetric radar convective precipitation physical constraints
Online adgang:	https://doi.org/10.1029/2025GL120431
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