ML4WX

Observations & remote sensing

Hyperspectral Infrared Sounder Cloud Detection Using Deep Neural Network Model

Qian Liu, Hui Xu, Dexuan Sha, Tsengdar J. Lee, Daniel Q. Duffy, Jeff Walter, Chaowei Phil Yang

IEEE Geoscience and Remote Sensing Letters · · NASA

Paper

In one sentence. A DNN trained on principal components of CrIS hyperspectral spectra, with VIIRS cloud masks as truth, detects cloudy fields of view with 93% accuracy.

Labels

Topic
Observations & remote sensing
Type
New model or method
Method
Other
Domain
Global
Data
Satellite
Status
Research
Identifiers
DOI:10.1109/lgrs.2020.3023683 OpenAlex:W3087947032
Added
2026-10-22

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