paper
2023
Nowcasting
New model or method
RNN / LSTM / ConvLSTM0–6 h Journal
2023-01-01
012
Jan 2023
Zhifeng Ma, Hao Zhang, Jie Liu
IEEE Transactions on Geoscience and Remote Sensing
MM-RNN adds meteorological element guidance to RNN nowcasters, raising CSI at R≥10 by 23.4% over MS-MotionRNN on MeteoNet.
MM-RNN: A Multimodal RNN for Precipitation Nowcasting
In one sentence. MM-RNN adds meteorological element guidance to RNN nowcasters, raising CSI at R≥10 by 23.4% over MS-MotionRNN on MeteoNet.
Labels
- Topic
- Nowcasting
- Type
- New model or method
- Method
- RNN / LSTM / ConvLSTM
- Time scale
- 0–6 h
- Domain
- Regional
- Data
- Radar, Other
- Status
- Research
- Identifiers
- DOI:10.1109/tgrs.2023.3264545 OpenAlex:W4362653028
- Added
- 2026-10-22
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