ML4WX

Nowcasting

A sequence-to-sequence based multi-scale deep learning model for satellite cloud image prediction

Jie Lian, Ruirong Chen

Earth Science Informatics ·

Paper

In one sentence. Multi-scale sequence-to-sequence deep network predicts future satellite cloud images; the abstract is unavailable, so quantitative results are unknown.

Labels

Topic
Nowcasting
Type
New model or method
Method
RNN / LSTM / ConvLSTM, CNN / U-Net
Time scale
0–6 h
Data
Satellite
Status
Research
Identifiers
DOI:10.1007/s12145-023-00945-5 OpenAlex:W4321242399
Added
2026-10-22

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