paper
2021
Observations & remote sensing
New model or method
CNN / U-NetNOAA (incl. GFDL, PSL, GSL, NCEP/EMC)Colorado State University (incl. CIRA) Journal
2021-08-26
047
Aug 2021
Haonan Chen, Luyao Sun, Robert C. Cifelli et al.
IEEE Transactions on Geoscience and Remote Sensing
NOAA (incl. GFDL, PSL, GSL, NCEP/EMC), Colorado State University (incl. CIRA)
CNN bias correction of CMORPH satellite precipitation over US coastal mountains raises correlation from 0.55 to 0.88 against Stage IV gauge-radar data.
Deep Learning for Bias Correction of Satellite Retrievals of Orographic Precipitation
In one sentence. CNN bias correction of CMORPH satellite precipitation over US coastal mountains raises correlation from 0.55 to 0.88 against Stage IV gauge-radar data.
Labels
- Topic
- Observations & remote sensing
- Type
- New model or method
- Method
- CNN / U-Net
- Domain
- Regional
- Data
- Satellite, Radar
- Status
- Research
- Identifiers
- DOI:10.1109/tgrs.2021.3105438 OpenAlex:W3200436801
- Added
- 2026-10-22
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