paper
2020
Observations & remote sensing
New model or method
CNN / U-Net Journal
2020-09-09
012
Sep 2020
Yeji Choi, Seongchan Kim
IEEE Geoscience and Remote Sensing Letters
U-Net and fully connected networks classify four rain types from GPM GMI brightness temperatures, reaching 0.95 total accuracy against DPR labels.
Rain-Type Classification From Microwave Satellite Observations Using Deep Neural Network Segmentation
In one sentence. U-Net and fully connected networks classify four rain types from GPM GMI brightness temperatures, reaching 0.95 total accuracy against DPR labels.
Labels
- Topic
- Observations & remote sensing
- Type
- New model or method
- Method
- CNN / U-Net
- Domain
- Global
- Data
- Satellite
- Status
- Research
- Identifiers
- DOI:10.1109/lgrs.2020.3016001 OpenAlex:W3085215416
- Added
- 2026-10-22
Labels and summary are generated by Claude and reviewed weekly. Wrong? Edit this entry.