paper
2019
Sub-seasonal to seasonal
New model or method
CNN / U-NetSeasonal to annual Journal
2019-01-01
012
Jan 2019
Shingo Zenkoji, Taichi TEBAKARI, Kazutoshi Sakakibara et al.
Journal of Japan Society of Civil Engineers Ser B1 (Hydraulic Engineering)
CNN on global surface temperature images forecasts Chao Phraya basin precipitation two months ahead, performing better in the rainy season than the dry season.
DEVELOPMENT OF A SEASONAL FORECAST MODEL OF PRECIPITATION USING GLOBAL SURFACE TEMPERATURE IMAGES BY DEEP LEARNING
In one sentence. CNN on global surface temperature images forecasts Chao Phraya basin precipitation two months ahead, performing better in the rainy season than the dry season.
Labels
- Topic
- Sub-seasonal to seasonal
- Type
- New model or method
- Method
- CNN / U-Net
- Time scale
- Seasonal to annual
- Domain
- Regional
- Data
- Other
- Status
- Research
- Identifiers
- DOI:10.2208/jscejhe.75.2_i_1207 OpenAlex:W3104195250
- Added
- 2026-10-22
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