Clouds and aerosols · AI and machine learning
New weather and climate research on clouds and aerosols with AI and machine learning as the main approach, one page per paper.
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Clouds and aerosolsLightGBM sorts lidar aerosol layers into types with over 90 % scores when depolarization is used
A LightGBM model trained on labelled, high-resolution lidar data from Granada classified aerosol types well, and depolarization data mattered most for telling dust apart.