paper
2021
Nowcasting
New model or method
CNN / U-NetRNN / LSTM / ConvLSTM0–6 h Journal
2021-03-26
008
Mar 2021
Lei Zhang, Zhenyue Huang, Wei Liu et al.
Journal of Cleaner Production
CNN-LSTM model predicts weather radar echoes for agricultural applications; nowcasting from radar sequences is the core contribution.
Weather radar echo prediction method based on convolution neural network and Long Short-Term memory networks for sustainable e-agriculture
In one sentence. CNN-LSTM model predicts weather radar echoes for agricultural applications; nowcasting from radar sequences is the core contribution.
Labels
- Topic
- Nowcasting
- Type
- New model or method
- Method
- CNN / U-Net, RNN / LSTM / ConvLSTM
- Time scale
- 0–6 h
- Domain
- Regional
- Data
- Radar
- Status
- Research
- Identifiers
- DOI:10.1016/j.jclepro.2021.126776 OpenAlex:W3140593863
- Added
- 2026-10-22
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