paper
2020
Nowcasting
New model or method
Other0–6 h Journal
2020-01-01
008
Jan 2020
Takashi Miyamoto, Shitao Zheng, Masato ABE et al.
Journal of Japan Society of Civil Engineers Ser A2 (Applied Mechanics (AM))
Combines Koopman operator analysis with kinematic analysis for short-term precipitation forecasting; abstract is in Japanese and the ML contribution is modest.
DATA-DRIVEN ANALYSIS OF NONLINEAR DYNAMICS BASED ON KOOPMAN OPERATOR THEORY AND ITS APPLICATION TO SHORT-TERM PRECIPITATION FORECAST
In one sentence. Combines Koopman operator analysis with kinematic analysis for short-term precipitation forecasting; abstract is in Japanese and the ML contribution is modest.
Labels
- Topic
- Nowcasting
- Type
- New model or method
- Method
- Other
- Time scale
- 0–6 h
- Domain
- Regional
- Data
- Radar
- Status
- Research
- Identifiers
- DOI:10.2208/jscejam.76.1_22 OpenAlex:W3043725338
- Added
- 2026-10-22
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