ML4WX

Observations & remote sensing

Research on infrared hyperspectral remote sensing cloud detection method based on deep learning

Zhuoya Ni, Mengdie Wu, Qifeng Lu, Hongyuan Huo, Fu Wang

International Journal of Remote Sensing · · China Meteorological Administration (CMA)

Paper

In one sentence. End-to-end DNN, CNN and CNN-LSTM models detect clouds in FY-3D HIRAS infrared hyperspectral soundings, with CNN and CNN-LSTM reaching 0.96 accuracy.

Labels

Topic
Observations & remote sensing
Type
New model or method
Method
CNN / U-Net, RNN / LSTM / ConvLSTM
Domain
Global
Data
Satellite
Status
Research
Identifiers
DOI:10.1080/01431161.2023.2221806 OpenAlex:W4382249335
Added
2026-10-22

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