ML4WX

Nowcasting

Two-stream convolutional LSTM for precipitation nowcasting

Suting Chen, Xin Xu, Yanyan Zhang, Dongwei Shao, Song Zhang, Mingjian Zeng

Neural Computing and Applications · · Nanjing University of Information Science & Technology (NUIST)

Paper

In one sentence. Proposes a two-stream convolutional LSTM for radar-based precipitation nowcasting, combining two input streams to improve echo map prediction.

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:10.1007/s00521-021-06877-9 OpenAlex:W4206430005
Added
2026-10-22

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