paper
2023
Nowcasting
New model or method
CNN / U-NetRNN / LSTM / ConvLSTM0–6 hColorado State University (incl. CIRA) Journal
2023-01-01
022
Jan 2023
Wei Zhang, Haonan Chen, Lei Han et al.
IEEE Transactions on Geoscience and Remote Sensing
Colorado State University (incl. CIRA)
Pixel-CRN nowcasts convective storms 30 and 60 min ahead from 3-D radar and reanalysis, and works with only a small training dataset.
Pixel-CRN: A New Machine Learning Approach for Convective Storm Nowcasting
In one sentence. Pixel-CRN nowcasts convective storms 30 and 60 min ahead from 3-D radar and reanalysis, and works with only a small training dataset.
Labels
- Topic
- Nowcasting
- Type
- New model or method
- Method
- CNN / U-Net, RNN / LSTM / ConvLSTM
- Time scale
- 0–6 h
- Domain
- Regional
- Data
- Radar, ERA5 / reanalysis
- Status
- Research
- Identifiers
- DOI:10.1109/tgrs.2023.3267976 OpenAlex:W4366147359
- Added
- 2026-10-22
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