paper
2022
Nowcasting
New model or method
Classical ML (trees, GP, linear, kernels)0–6 h6 h–3 days Journal
2022-12-15
022
Dec 2022
Dina Pirone, Luigi Cimorelli, Giuseppe Del Giudice et al.
Journal of Hydrology
Probabilistic machine learning forecasts short-term rainfall from cumulative precipitation fields built from station observations; the abstract is missing, so this rests on the title.
Short-term rainfall forecasting using cumulative precipitation fields from station data: a probabilistic machine learning approach
In one sentence. Probabilistic machine learning forecasts short-term rainfall from cumulative precipitation fields built from station observations; the abstract is missing, so this rests on the title.
Labels
- Topic
- Nowcasting
- Type
- New model or method
- Method
- Classical ML (trees, GP, linear, kernels)
- Time scale
- 0–6 h, 6 h–3 days
- Domain
- Regional
- Data
- Station / in-situ
- Status
- Research
- Identifiers
- DOI:10.1016/j.jhydrol.2022.128949 OpenAlex:W4311750299
- Added
- 2026-10-22
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