paper
2023
Nowcasting
New model or method
CNN / U-Net0–6 hNOAA (incl. GFDL, PSL, GSL, NCEP/EMC) Journal
2023-09-27
047
Sep 2023
Stephanie M. Ortland, Michael J. Pavolonis, John L. Cintineo
Artificial Intelligence for the Earth Systems
NOAA (incl. GFDL, PSL, GSL, NCEP/EMC)
U-Net nowcasts convection initiation and thunderstorms over the continental US within 60 min from GOES-16 imagery, with MRMS radar targets.
The Development and Initial Capabilities of ThunderCast, a Deep Learning Model for Thunderstorm Nowcasting in the United States
In one sentence. U-Net nowcasts convection initiation and thunderstorms over the continental US within 60 min from GOES-16 imagery, with MRMS radar targets.
Labels
- Topic
- Nowcasting
- Type
- New model or method
- Method
- CNN / U-Net
- Time scale
- 0–6 h
- Domain
- Regional
- Data
- Satellite, Radar
- Status
- Research
- Identifiers
- DOI:10.1175/aies-d-23-0044.1 OpenAlex:W4387078817
- Added
- 2026-10-22
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