paper
2023
Observations & remote sensing
New model or method
Classical ML (trees, GP, linear, kernels)Colorado State University (incl. CIRA) Journal
2023-12-27
026
Dec 2023
Alexander J. DesRosiers, Michael M. Bell
Artificial Intelligence for the Earth Systems
Colorado State University (incl. CIRA)
Random forest automates quality control of airborne Doppler radar data, classifying about 96% of weather and 93% of nonweather gates on withheld data.
Airborne Radar Quality Control with Machine Learning
In one sentence. Random forest automates quality control of airborne Doppler radar data, classifying about 96% of weather and 93% of nonweather gates on withheld data.
Labels
- Topic
- Observations & remote sensing
- Type
- New model or method
- Method
- Classical ML (trees, GP, linear, kernels)
- Domain
- Regional
- Data
- Radar
- Status
- Research
- Identifiers
- DOI:10.1175/aies-d-23-0064.1 OpenAlex:W4390267593
- Added
- 2026-10-22
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