paper
2019
Nowcasting
New model or method
GAN or VAECNN / U-Net0–6 h Journal
2019-12-17
012
Dec 2019
Jae-Hyeok Lee, Sangmin S. Lee, Hak Gu Kim et al.
IEEE Transactions on Geoscience and Remote Sensing
MCSIP Net uses adversarial spatio-temporal discriminators and meteorological analysis critics to predict multichannel satellite images for weather nowcasting.
MCSIP Net: Multichannel Satellite Image Prediction via Deep Neural Network
In one sentence. MCSIP Net uses adversarial spatio-temporal discriminators and meteorological analysis critics to predict multichannel satellite images for weather nowcasting.
Labels
- Topic
- Nowcasting
- Type
- New model or method
- Method
- GAN or VAE, CNN / U-Net
- Time scale
- 0–6 h
- Domain
- Regional
- Data
- Satellite, NWP analysis or forecasts (IFS, GFS, ...)
- Status
- Research
- Identifiers
- DOI:10.1109/tgrs.2019.2955538 OpenAlex:W2996543533
- Added
- 2026-10-22
Labels and summary are generated by Claude and reviewed weekly. Wrong? Edit this entry.