ML4WX

Nowcasting

Convolutional Neural Networks Applied on Weather Radar Echo Extrapolation

En Shi, Qian Li, Daquan Gu, Zhangming Zhao

DEStech Transactions on Computer Science and Engineering ·

Paper

In one sentence. Recurrent dynamic convolutional network extrapolates radar echo images for short-term nowcasting on Chinese radar data with higher accuracy than traditional methods.

Labels

Topic
Nowcasting
Type
New model or method
Method
CNN / U-Net, RNN / LSTM / ConvLSTM
Time scale
0–6 h
Domain
Regional
Data
Radar
Status
Research
Identifiers
DOI:10.12783/dtcse/csae2017/17544 OpenAlex:W2783320027
Added
2026-10-22

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