paper
2023
Nowcasting
Extremes & hazards New model or method
Physics-informed / physics-constrainedCNN / U-Net0–6 hChina Meteorological Administration (CMA) Journal
2023-04-09
022
Apr 2023
Lei Wang, Yuanchang Dong, Chenghong Zhang et al.
Atmospheric Research
China Meteorological Administration (CMA)
Dual-polarization radar nowcasting of severe convective weather combines physical constraints with a deep neural network; abstract unavailable, so details are limited.
Extreme and severe convective weather disasters: A dual-polarization radar nowcasting method based on physical constraints and a deep neural network model
In one sentence. Dual-polarization radar nowcasting of severe convective weather combines physical constraints with a deep neural network; abstract unavailable, so details are limited.
Labels
- Topic
- Nowcasting, Extremes & hazards
- Type
- New model or method
- Method
- Physics-informed / physics-constrained, CNN / U-Net
- Time scale
- 0–6 h
- Domain
- Regional
- Data
- Radar
- Status
- Research
- Identifiers
- DOI:10.1016/j.atmosres.2023.106750 OpenAlex:W4362719802
- Added
- 2026-10-22
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