paper
2023
Observations & remote sensing
Applications & impacts New model or method
CNN / U-NetColorado State University (incl. CIRA) Journal
2023-09-07
022
Sep 2023
Yoonjin Lee, Soo‐Hyun Kim, Yoo‐Jeong Noh et al.
Journal of Atmospheric and Oceanic Technology
Colorado State University (incl. CIRA)
U-Net models estimate aviation turbulence intensity at three altitude layers from GOES-16 ABI imagery; U-Net3+ matches pilot reports best.
Deep Learning–Based Summertime Turbulence Intensity Estimation Using Satellite Observations
In one sentence. U-Net models estimate aviation turbulence intensity at three altitude layers from GOES-16 ABI imagery; U-Net3+ matches pilot reports best.
Labels
- Topic
- Observations & remote sensing, Applications & impacts
- Type
- New model or method
- Method
- CNN / U-Net
- Domain
- Regional
- Data
- Satellite, Other
- Status
- Research
- Identifiers
- DOI:10.1175/jtech-d-22-0137.1 OpenAlex:W4386497166
- Added
- 2026-10-22
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