Short-term rainfall prediction based on radar echo using an efficient spatio-temporal recurrent unit

Short-term rainfall prediction based on radar echo using an efficient spatio-temporal recurrent unit

Abstract Accurate short-term precipitation prediction is critical for agricultural production, transportation safety, and water resource management. In this paper, we propose an Efficient Spatio-Temporal Recurrent Unit (ESTRU) for short-term precipitation prediction based on radar echoes. The abilit...

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Bibliographic Details
Main Authors: Dali Wu, Shunli Zhang, Guohong Zhao, Yongchao Feng, Yuan Ma, Yue Zhang
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Radar echo extrapolation
Spatio-temporal modeling
Short-term precipitation
Deep learning
Online Access:https://doi.org/10.1038/s41598-025-12953-0
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https://doi.org/10.1038/s41598-025-12953-0

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