paper
2019
Observations & remote sensing
New model or method
Classical ML (trees, GP, linear, kernels) Journal
2019-11-04
026
Nov 2019
Phu Nguyen, Eric Jay Shearer, Mohammed Ombadi et al.
Bulletin of the American Meteorological Society
PDIR, a neural-network infrared precipitation algorithm with climatology-based dynamic rain-rate mapping, improves real-time estimates over the western CONUS, including atmospheric river events.
PERSIANN Dynamic Infrared–Rain Rate Model (PDIR) for High-Resolution, Real-Time Satellite Precipitation Estimation
In one sentence. PDIR, a neural-network infrared precipitation algorithm with climatology-based dynamic rain-rate mapping, improves real-time estimates over the western CONUS, including atmospheric river events.
Labels
- Topic
- Observations & remote sensing
- Type
- New model or method
- Method
- Classical ML (trees, GP, linear, kernels)
- Domain
- Regional
- Data
- Satellite, Station / in-situ
- Status
- Operational
- Identifiers
- DOI:10.1175/bams-d-19-0118.1 OpenAlex:W2984819106
- Added
- 2026-10-22
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