ML4WX

Data assimilation

Ingesting microwave sounder radiances for improvement in track forecast of cyclone Vardah

Krishnamoorthy Chandramouli, Chakravarthy Balaji

Journal of Applied Remote Sensing ·

Paper

In one sentence. Assimilating SAPHIR microwave radiances into WRF with an ANN radiative transfer surrogate improves 72-hour track forecasts of cyclone Vardah.

Labels

Topic
Data assimilation
Type
New model or method
Method
Other
Time scale
6 h–3 days
Domain
Regional
Data
Satellite, NWP analysis or forecasts (IFS, GFS, ...)
Status
Research
Identifiers
DOI:10.1117/1.jrs.12.026015 OpenAlex:W2804513542
Added
2026-10-22

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