paper
2023
Post-processing & calibration
Probabilistic & ensemble forecasting New model or method
Classical ML (trees, GP, linear, kernels)6 h–3 days Journal
2023-06-23
012
Jun 2023
Julia Jeworrek, Gregory West, Roland B. Stull
Weather and Forecasting
Analog ensemble variant that applies past analog errors reduces dry bias and improves heavy 3-hourly precipitation reliability over British Columbia, and can forecast record values.
Improved Analog Ensemble Formulation for 3-Hourly Precipitation Forecasts
In one sentence. Analog ensemble variant that applies past analog errors reduces dry bias and improves heavy 3-hourly precipitation reliability over British Columbia, and can forecast record values.
Labels
- Topic
- Post-processing & calibration, Probabilistic & ensemble forecasting
- Type
- New model or method
- Method
- Classical ML (trees, GP, linear, kernels)
- Time scale
- 6 h–3 days
- Domain
- Regional
- Data
- NWP analysis or forecasts (IFS, GFS, ...), Station / in-situ
- Status
- Research
- Identifiers
- DOI:10.1175/waf-d-23-0018.1 OpenAlex:W4381736486
- Added
- 2026-10-22
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