A Deep-Learning and Transfer-Learning Hybrid Aerosol Retrieval Algorithm for FY4-AGRI: Development and Verification over Asia

Disong Fu,Hongrong Shi,Christian A. Gueymard,Dazhi Yang, Yu Zheng,Huizheng Che,Xuehua Fan,Xinlei Han, Lin Gao,Jianchun Bian,Minzheng Duan,Xiangao Xia

Engineering（2024）

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摘要

•A deep-learning and transfer-learning hybrid aerosol retrieval algorithm is proposed.•The algorithm leads to better AGRI AOD retrievals compared with previous studies.•AGRI AOD provides more detailed information on the aerosol event than daily MAIAC AOD.

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关键词

Aerosol optical depth,Retrieval algorithm,Deep learning,Transfer learning,Advanced Geosynchronous Radiation Imager

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