ML4WX

Local & station forecasting

Neural network tasks for short-term forecasting according to results of microwave radiometric sounding of the atmosphere

Федосеева Елена Валерьевна, I. N. Rostokin, Georgy G. Shchukin, Ростокина Елена Анатольевна, M. A. Matyukov, Холодов Иван Юрьевич

Radio Engineering and Telecommunication System ·

Paper

In one sentence. A neural network trained on tri-band VHF radiometric sounding data forecasts short-term ground-layer temperature, humidity and precipitation from daily measurements.

Labels

Topic
Local & station forecasting, Observations & remote sensing
Type
New model or method
Method
Other
Time scale
6 h–3 days
Domain
Local / station
Data
Station / in-situ, Other
Status
Pre-operational / experimental
Identifiers
DOI:10.66032/2221-2574-2023-1-3-20-28 OpenAlex:W7160314747
Added
2026-10-22

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