paper
2019
Observations & remote sensing
New model or method
GAN or VAECalifornia Institute of Technology (Caltech)NASA Journal
2019-06-24
051
Jun 2019
Jussi Leinonen, Alexandre Guillaume, Tianle Yuan
Geophysical Research Letters
California Institute of Technology (Caltech), NASA
A conditional GAN reconstructs CloudSat-style cloud vertical structure from MODIS inputs, capturing multilayer clouds and providing uncertainty estimates.
Reconstruction of Cloud Vertical Structure With a Generative Adversarial Network
In one sentence. A conditional GAN reconstructs CloudSat-style cloud vertical structure from MODIS inputs, capturing multilayer clouds and providing uncertainty estimates.
Labels
- Topic
- Observations & remote sensing
- Type
- New model or method
- Method
- GAN or VAE
- Domain
- Global
- Data
- Satellite
- Status
- Research
- Identifiers
- DOI:10.1029/2019gl082532 OpenAlex:W2947589767
- Added
- 2026-10-22
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