paper
2021
Observations & remote sensing
Data assimilation New model or method
CNN / U-NetChina Meteorological Administration (CMA) Journal
2021-12-24
022
Dec 2021
Ke Chen, Xulei Fan, Wei Han et al.
IEEE Transactions on Geoscience and Remote Sensing
China Meteorological Administration (CMA)
A CNN remaps FY-3D MWRI brightness temperatures to NWP grids, reducing observation minus background bias and spread in GRAPES 4D-Var.
A Remapping Technique of FY-3D MWRI Based on a Convolutional Neural Network for the Reduction of Representativeness Error
In one sentence. A CNN remaps FY-3D MWRI brightness temperatures to NWP grids, reducing observation minus background bias and spread in GRAPES 4D-Var.
Labels
- Topic
- Observations & remote sensing, Data assimilation
- Type
- New model or method
- Method
- CNN / U-Net
- Domain
- Global
- Data
- Satellite, NWP analysis or forecasts (IFS, GFS, ...)
- Status
- Research
- Identifiers
- DOI:10.1109/tgrs.2021.3138395 OpenAlex:W4206228727
- Added
- 2026-10-22
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