paper
2023
Observations & remote sensing
New model or method
Classical ML (trees, GP, linear, kernels) Journal
2023-01-01
012
Jan 2023
Heng Xie, Xing Cheng, Shanbao He et al.
IEEE Transactions on Geoscience and Remote Sensing
MF-ANN retrieves ocean surface wind speed from CYGNSS GNSS-R data with feature selection and outlier filtering, cutting RMSE by 29% over a single ANN.
MF-ANN: A Novel Artificial Neural Network-Based Method for Ocean Wind Speed Retrieval on Spaceborne GNSS-R Signal
In one sentence. MF-ANN retrieves ocean surface wind speed from CYGNSS GNSS-R data with feature selection and outlier filtering, cutting RMSE by 29% over a single ANN.
Labels
- Topic
- Observations & remote sensing
- Type
- New model or method
- Method
- Classical ML (trees, GP, linear, kernels)
- Domain
- Global
- Data
- Satellite, ERA5 / reanalysis
- Status
- Research
- Identifiers
- DOI:10.1109/tgrs.2023.3323679 OpenAlex:W4387546353
- Added
- 2026-10-22
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