paper
2019
Nowcasting
New model or method
RNN / LSTM / ConvLSTM0–6 h Journal
2019-06-05
008
Jun 2019
T. Aditya Sai Srinivas, Somula Ramasubbareddy, K. Govinda et al.
International Journal of Communication Systems
LSTM and RNN models predict hourly rainfall levels from weather radar sequences, compared with random forest and XGBoost; gains are not quantified in the abstract.
Estimating rainfall using machine learning strategies based on weather radar data
In one sentence. LSTM and RNN models predict hourly rainfall levels from weather radar sequences, compared with random forest and XGBoost; gains are not quantified in the abstract.
Labels
- Topic
- Nowcasting
- Type
- New model or method
- Method
- RNN / LSTM / ConvLSTM
- Time scale
- 0–6 h
- Domain
- Regional
- Data
- Radar
- Status
- Research
- Identifiers
- DOI:10.1002/dac.3999 OpenAlex:W2975537862
- Added
- 2026-10-22
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