ML4WX

Observations & remote sensing

Ground‐Based Cloud Classification Using Task‐Based Graph Convolutional Network

Shuang Liu, Mei Li, Zhong Zhang, Xiaozhong Cao, T.S. Durrani

Geophysical Research Letters · · China Meteorological Administration (CMA)

Paper

In one sentence. Proposes a task-based graph convolutional network for ground-based cloud classification and releases a large labeled sky-image database (GRSCD).

Labels

Topic
Observations & remote sensing
Type
New model or method
Method
Graph neural network, CNN / U-Net
Domain
Local / station
Data
Other
Status
Research
Identifiers
DOI:10.1029/2020gl087338 OpenAlex:W3006744923
Added
2026-10-22

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