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作 者:Xiang’ao XIA Dazhi YANG Yanbo SHEN
机构地区:[1]Institute of Atmospheric Physics,Chinese Academy of Sciences,Beijing 100029,China [2]University of Chinese Academy of Sciences,Beijing 100049,China [3]School of Electrical Engineering and Automation,Harbin Institute of Technology,Harbin,Heilongjiang 150001,China [4]Public Meteorological Service Centre,China Meteorological Administration,Beijing 100089,China
出 处:《Advances in Atmospheric Sciences》2025年第2期252-260,共9页大气科学进展(英文版)
基 金:supported by the National Natural Science Foundation of China(project no.42375192)。
摘 要:Satellite remote sensing is essential for solar energy meteorology.The 14-channel Advanced Geostationary Radiation Imager of the Fengyun-4 series of satellites performs a full-disc scan over greater China every 15 min,providing highgranularity information that allows the retrieval of cloud properties,aerosol optical depth,and precipitable water vapor content,which can facilitate the acquisition of surface solar irradiance components through physical methods.Machinelearning methods have also shown potential in providing accurate end-to-end surface solar radiation retrievals.Albeit the physical principles of irradiance retrieval and machine-learning algorithms are fairly well known,the public service concerning disseminating the irradiance product to the energy and power industry still lacks robustness and consistency.In this perspective article,the status quo of Fengyun-4 irradiance products is first reviewed.Then,from the perspective of solar resource assessment and forecasting,three fundamental characteristics of the kind of irradiance products that are most serviceable to the solar energy sector are identified,namely,coverage,timeliness,and accessibility.Finally,an outlook on the new-generation Fengyun radiation service is put forward,and the prospective scientific and practical challenges are elaborated.
关 键 词:Fengyun satellite solar energy meteorology public service satellite-derived irradiance
分 类 号:TK511[动力工程及工程热物理—热能工程] P414.4[天文地球—大气科学及气象学]
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