paper
2008
Downscaling & super-resolution
Post-processing & calibration New model or method
Classical ML (trees, GP, linear, kernels)Climate projections / centennialEnvironment and Climate Change Canada (ECCC) Journal
2008-12-01
032
Dec 2008
Alex J. Cannon
Journal of Hydrometeorology
Environment and Climate Change Canada (ECCC)
An expanded Bernoulli-gamma neural density network downscales multisite daily precipitation from synoptic predictors, reproducing spatial covariances and generating realistic synthetic series in coastal British Columbia.
Downscaling & super-resolutionClassic
Probabilistic Multisite Precipitation Downscaling by an Expanded Bernoulli–Gamma Density Network
In one sentence. An expanded Bernoulli-gamma neural density network downscales multisite daily precipitation from synoptic predictors, reproducing spatial covariances and generating realistic synthetic series in coastal British Columbia.
Labels
- Topic
- Downscaling & super-resolution, Post-processing & calibration
- Type
- New model or method
- Method
- Classical ML (trees, GP, linear, kernels)
- Time scale
- Climate projections / centennial
- Domain
- Regional, Local / station
- Data
- Station / in-situ
- Status
- Research
- Identifiers
- DOI:10.1175/2008jhm960.1 OpenAlex:W1995797217
- Added
- 2026-10-22
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