3 papers
cs.CV2025
Cloud Optical Thickness Retrievals Using Angle Invariant Attention Based Deep Learning Models
Zahid Hassan Tushar, Adeleke Ademakinwa, Jianwu Wang +2
Cloud Optical Thickness (COT) is a critical cloud property influencing Earth's climate, weather, and radiation budget. Satellite radiance measurements enable global COT retrieval,…
cs.CV2025
Joint Retrieval of Cloud properties using Attention-based Deep Learning Models
Zahid Hassan Tushar, Adeleke Ademakinwa, Jianwu Wang +2
Accurate cloud property retrieval is vital for understanding cloud behavior and its impact on climate, including applications in weather forecasting, climate modeling, and estimati…
cs.LG2024
MT-HCCAR: Multi-Task Deep Learning with Hierarchical Classification and Attention-based Regression for Cloud Property Retrieval
Xingyan Li, Andrew M. Sayer, Ian T. Carroll +2
In the realm of Earth science, effective cloud property retrieval, encompassing cloud masking, cloud phase classification, and cloud optical thickness (COT) prediction, remains piv…