paper
2021
Observations & remote sensing
Data assimilation New model or method
Classical ML (trees, GP, linear, kernels)ECMWF Journal
2021-02-08
047
Feb 2021
Filipe Aires, Peter Weston, Patricia de Rosnay et al.
Quarterly Journal of the Royal Meteorological Society
ECMWF
Compares CDF-matching and neural network retrievals of ASCAT soil moisture for NWP assimilation, finding inversion better suited than forward modelling.
Statistical approaches to assimilate ASCAT soil moisture information—I. Methodologies and first assessment
In one sentence. Compares CDF-matching and neural network retrievals of ASCAT soil moisture for NWP assimilation, finding inversion better suited than forward modelling.
Labels
- Topic
- Observations & remote sensing, Data assimilation
- Type
- New model or method
- Method
- Classical ML (trees, GP, linear, kernels)
- Domain
- Regional
- Data
- Satellite
- Status
- Research
- Identifiers
- DOI:10.1002/qj.3997 OpenAlex:W3127615175
- Added
- 2026-10-22
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