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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,…
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…
gWaveNet: Classification of Gravity Waves from Noisy Satellite Data using Custom Kernel Integrated Deep Learning Method
Seraj Al Mahmud Mostafa, Omar Faruque, Chenxi Wang +3
Atmospheric gravity waves occur in the Earths atmosphere caused by an interplay between gravity and buoyancy forces. These waves have profound impacts on various aspects of the atm…