paper
2023
Observations & remote sensing
New model or method
CNN / U-NetColorado State University (incl. CIRA) Journal
2023-01-01
022
Jan 2023
Wenyuan Li, Haonan Chen, Lei Han
IEEE Transactions on Geoscience and Remote Sensing
Colorado State University (incl. CIRA)
Deep CNNs with dense blocks estimate hourly rainfall from polarimetric WSR-88D radar, reaching MAE 1.58 mm and beating traditional Z-R relations.
Polarimetric Radar Quantitative Precipitation Estimation Using Deep Convolutional Neural Networks
In one sentence. Deep CNNs with dense blocks estimate hourly rainfall from polarimetric WSR-88D radar, reaching MAE 1.58 mm and beating traditional Z-R relations.
Labels
- Topic
- Observations & remote sensing
- Type
- New model or method
- Method
- CNN / U-Net
- Domain
- Regional
- Data
- Radar, Station / in-situ
- Status
- Research
- Identifiers
- DOI:10.1109/tgrs.2023.3280799 OpenAlex:W4378697256
- Added
- 2026-10-22
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