paper
2021
Observations & remote sensing
New model or method
Classical ML (trees, GP, linear, kernels) Journal
2021-12-01
012
Dec 2021
A. A. Filei, Alexander I. Andreev, А. B. Uspensky
Izvestiya Atmospheric and Oceanic Physics
Neural network retrieval of temperature and humidity profiles from Meteor-M MTVZA-GY microwave data achieves about 2-3 K temperature RMSE against radiosondes.
The Use of Artificial Neuron Networks for Retrieval Temperature and Humidity Sounding of the Atmosphere According to the Data of the MTVZA-GY Microwave Radiometer Installed on the Meteor-M No. 2-2 Satellite
In one sentence. Neural network retrieval of temperature and humidity profiles from Meteor-M MTVZA-GY microwave data achieves about 2-3 K temperature RMSE against radiosondes.
Labels
- Topic
- Observations & remote sensing
- Type
- New model or method
- Method
- Classical ML (trees, GP, linear, kernels)
- Domain
- Global
- Data
- Satellite, Station / in-situ, NWP analysis or forecasts (IFS, GFS, ...)
- Status
- Research
- Identifiers
- DOI:10.1134/s0001433821120070 OpenAlex:W4226187568
- Added
- 2026-10-22
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