Near‐Cloud Aerosol Retrieval Using Machine Learning Techniques, and Implied Direct Radiative Effects - Yang, C. Kevin; Chiu, J. Christine; Marshak, Alexander; Feingold, Graham; Várnai, Tamás; Wen, Guoyong; Yamaguchi, Takanobu; Jan van Leeuwen, Peter (Geophysical research letters, 2022)
Keywords: aerosol direct radiative effect; Aerosol effects; Aerosol observations; Aerosol optical depth; Aerosol properties; aerosol remote sensing; Aerosols; Artificial neural networks; Atmospheric Processes; Atmospheric Science; Climate change; Climate prediction; Clouds; Clouds and Aerosols; Computational Geophysics; ENVIRONMENTAL SCIENCES; Geodesy and Gravity; Global Change; Humidification; Hydrology; Informatics; Large Eddy Simulation; Learning algorithms; Low clouds; Machine Learning; Meteorological satellites; Natural Hazards; Neural networks; Neural Networks, Fuzzy Logic, Machine Learning; Optical analysis; Optical thickness; Radiation; Radiation budget; Radiation-cloud interactions; Radiative forcing; Radiative Processes; Reflectance; Regions; Remote Sensing; Remote Sensing and Disasters; Remote Sensing of Volcanoes; Research Letter; Retrieval; Satellite observation; Satellites; Space Geodetic Surveys; transition zone; Uncertainty; Volcanology; aerosol direct radiative effect; aerosol remote sensing; machine learning; transition zone