paper
2018
Observations & remote sensing
New model or method
CNN / U-Net Preprint
2018-01-01
008
Jan 2018
Sarah Sesek
EngagedScholarship @ Cleveland State University (Cleveland State University)
A DeepLab-based CNN trained on large-eddy simulation fields segments cloud base from total sky imager images to improve boundary-layer cloud cover measurement.
Determining Cloud Cover with Machine Learning
In one sentence. A DeepLab-based CNN trained on large-eddy simulation fields segments cloud base from total sky imager images to improve boundary-layer cloud cover measurement.
Labels
- Topic
- Observations & remote sensing
- Type
- New model or method
- Method
- CNN / U-Net
- Domain
- Local / station
- Data
- Other, km-scale or high-res simulation
- Status
- Research
- Identifiers
- OpenAlex:W2896943695
- Added
- 2026-10-22
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