A Deep Learning Model with Axial Attention for Radar Echo Extrapolation

Radar echo extrapolation is an important approach in precipitation nowcasting which utilizes historical radar echo images to predict future echo images. In this paper, we introduce the self-attention mechanism into Trajectory Gated Recurrent Unit (TrajGRU) model. Under the sequence-to-sequence frame...

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Bibliographic Details
Main Authors: Yu-Mei Xie, Ying-Liang Zhao, Shu-Yan Huang
Format: Article
Language:English
Published: Taylor & Francis Group 2024-12-01
Series:Applied Artificial Intelligence
Online Access:https://www.tandfonline.com/doi/10.1080/08839514.2024.2311003
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