Rainformer: Features Extraction Balanced Network for Radar-Based Precipitation Nowcasting

Author:

Bai Cong1ORCID,Sun Feng1,Zhang Jinglin2ORCID,Song Yi3,Chen Shengyong4ORCID

Affiliation:

1. College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China

2. School of Control Science and Engineering, Shandong University, Jinan, China

3. Piesat Information Technology Company Ltd, Beijing, China

4. College of Computer Science and Engineering, Tianjin University of Technology, Tianjin, China

Funder

National Key Research and Development Program of China

Zhejiang Provincial Natural Science Foundation

Key Research and Development Program of Jiangsu Province

Joint Open Research of Key Laboratory of Meteorological Disaster (KLME) and Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Geotechnical Engineering and Engineering Geology

Reference19 articles.

1. Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

2. Cbam: Convolutional block attention module;woo;Proc Eur Conf Comput Vis (ECCV),2018

3. PredRNN: Recurrent neural networks for predictive learning using spatiotemporal LSTMs;wang;Proc 31st Int Conf Neural Inf Process Syst,2017

4. Memory in Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity From Spatiotemporal Dynamics

5. PFST-LSTM: A SpatioTemporal LSTM Model With Pseudoflow Prediction for Precipitation Nowcasting

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