ML4WX

Nowcasting

PredRANN: The spatiotemporal attention Convolution Recurrent Neural Network for precipitation nowcasting

Chuyao Luo, Xinyue Zhao, Yuxi Sun, Xutao Li, Yunming Ye

Knowledge-Based Systems ·

Paper

In one sentence. PredRANN adds spatiotemporal attention to a convolutional recurrent network for radar-based precipitation nowcasting.

Labels

Topic
Nowcasting
Type
New model or method
Method
RNN / LSTM / ConvLSTM, CNN / U-Net
Time scale
0–6 h
Domain
Regional
Data
Radar
Status
Research
Identifiers
DOI:10.1016/j.knosys.2021.107900 OpenAlex:W4200157320
Added
2026-10-22

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