Attention-based BiLSTM Model for Rainfall Prediction

Author:

Yu Hao1,Zhang Jian1,Guo Yuenan2,Qu Shunke2,Gong Mingchen1,Zeng Xuanyu3,Chen Hao3,He Tianyuan3,Xiao Kejiang3

Affiliation:

1. Electric Power Research Institute Heilongjiang Electric Power Company Limited,Harbin,Heilongjiang Province,China,150030

2. Heilongjiang Electric Power Company Limited,Harbin,Heilongjiang Province,China,150090

3. China Normal University,Department of Artificial Intelligence Education Central,Wuhan,Hubei Province,China,430079

Funder

State Grid Corporation of China Science and Technology

National Natural Science Foundation of China

Publisher

IEEE

Reference14 articles.

1. An image is worth 16×16 words: Transformers for image recognition at scale;alexey;ArXiv Preprint,2010

2. PFST-LSTM: A spatiotemporal LSTM model with pseudoflow prediction for precipitation nowcasting;luo;IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,2020

3. DeepFlow: Large displacement optical flow with deep matching;philippe;Proceedings of the IEEE International Conference on Computer Vision,2013

4. Deep learning for precipitation nowcasting: A benchmark and a new model;shi;Advances in neural information processing systems,2017

5. Deep-Flow-GAN;zhang;Journal of Artificial Intelligence Research,2019

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