ML4WX

Nowcasting

A spatiotemporal deep learning model ST-LSTM-SA for hourly rainfall forecasting using radar echo images

Jie Liu, Lei Xu, Nengcheng Chen

Journal of Hydrology ·

Paper

In one sentence. Spatiotemporal LSTM with self-attention forecasts hourly rainfall from radar echo images; no abstract is available, so results are unverified.

Labels

Topic
Nowcasting
Type
New model or method
Method
RNN / LSTM / ConvLSTM
Time scale
0–6 h
Domain
Regional
Data
Radar
Status
Research
Identifiers
DOI:10.1016/j.jhydrol.2022.127748 OpenAlex:W4221070765
Added
2026-10-22

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