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A deep-learning and transfer-learning hybrid aerosol retrieval algorithm for a geostationary meteorological satellite

A deep-learning and transfer-learning hybrid aerosol retrieval algorithm for a geostationary meteorological satellite
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Huizheng Che , Christiana Gueymard , Disong Fu , Xinlei Han , Lin Gao , Hongrong Shi , Xiangao Xia , Lyu Zheng , Minzheng Duan , Dazhi Yang , Xuehua Fan , Jianchun Bian , Advanced Himawari Imager , Advanced Geosynchronous Radiation Imager ,

Eastern and central China become brighter due to clean air action


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Since 2013, China has implemented the strictest ever air pollution control policies, which resulted in substantial reductions in aerosol concentrations.
However, extreme and persistent haze events frequently occur during wintertime in China. In winter haze events, aerosol-related reductions of surface solar radiation (SSR) have comparable impacts on clouds over eastern provinces.
Recently, researchers from the Institute of Atmospheric Physics (IAP) of the Chinese Academy of Sciences and the Pacific Northwest National Laboratory of the United States (PNNL) and their collaborators conducted a study to further understand the underlying chemical mechanisms driving winter haze events and how the recent stringent control measures affect SSR. ....

Hongrong Shi , Geophysical Research Letters , Institute Of Atmospheric Physics , Chinese Academy Of Sciences , Atmospheric Physics , Chinese Academy , Pacific Northwest National Laboratory , United States , Bin Zhao , Geophysical Research , Atmospheric Science , Pollution Remediation , Earth Science , புவி இயற்பியல் ஆராய்ச்சி எழுத்துக்கள் , நிறுவனம் ஆஃப் வளிமண்டலம் இயற்பியல் , சீன கலைக்கழகம் ஆஃப் அறிவியல் , வளிமண்டலம் இயற்பியல் , சீன கலைக்கழகம் , பெஸிஃபிக் வடமேற்கு தேசிய ஆய்வகம் , ஒன்றுபட்டது மாநிலங்களில் , பின் ழோ , புவி இயற்பியல் ஆராய்ச்சி , வளிமண்டலம் அறிவியல் , பொல்யூஶந் பரிகாரம் , பூமி அறிவியல் ,