paper
2023
Post-processing & calibration
New model or method
Other6 h–3 days Journal
2023-09-01
008
Sep 2023
А.Yu. Doroshenko, Vitalii Shpyg, Roman Kushnirenko
PROBLEMS IN PROGRAMMING
Neural network corrects COSMO 2 m temperature forecast errors at eight Kyiv-region stations, improving forecasts in over 50% of cases.
Deeplearning-based approach to improving numerical weather forecasts
In one sentence. Neural network corrects COSMO 2 m temperature forecast errors at eight Kyiv-region stations, improving forecasts in over 50% of cases.
Labels
- Topic
- Post-processing & calibration
- Type
- New model or method
- Method
- Other
- Time scale
- 6 h–3 days
- Domain
- Local / station
- Data
- NWP analysis or forecasts (IFS, GFS, ...), Station / in-situ
- Status
- Research
- Identifiers
- DOI:10.15407/pp2023.03.091 OpenAlex:W4388827505
- Added
- 2026-10-22
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