paper
2021
Nowcasting
New model or method
CNN / U-Net0–6 h Journal
2021-07-20
012
Jul 2021
Dongkyun Kim, Taku Suezawa, Tomoaki Mega et al.
Atmospheric Research
A 3D convolutional neural network applied to multi-parameter phased-array weather radar volumes improves short-term precipitation nowcasting.
Improving precipitation nowcasting using a three-dimensional convolutional neural network model from Multi Parameter Phased Array Weather Radar observations
In one sentence. A 3D convolutional neural network applied to multi-parameter phased-array weather radar volumes improves short-term precipitation nowcasting.
Labels
- Topic
- Nowcasting
- Type
- New model or method
- Method
- CNN / U-Net
- Time scale
- 0–6 h
- Domain
- Local / station
- Data
- Radar
- Status
- Research
- Identifiers
- DOI:10.1016/j.atmosres.2021.105774 OpenAlex:W3183644698
- Added
- 2026-10-22
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