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气象:2026,52(8):916-927
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浙江夏季FY-4A卫星云参数和降水的相关性研究
李琦,姜舒婕,蔡淼,段婧,周毓荃,程莹,杨帆
(中国气象局云降水物理与人工影响天气重点开放实验室,北京 100081; 浙江省人工影响天气中心,杭州 310051)
Research on the Correlation Between FY-4A Satellite Cloud Parameters and Precipitation in Summer in Zhejiang Province
LI Qi,JIANG Shujie,CAI Miao,DUAN Jing,ZHOU Yuquan,CHENG Ying,YANG Fan
(Key Laboratory of Cloud-Precipitation Physics and Weather Modification, CMA, Beijing 100081; Zhejiang Weather Modification Center, Hangzhou 310051)
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投稿时间:2025-01-22    修订日期:2026-05-09
中文摘要: 利用风云四号A星(FY-4A)云反演产品和浙江省地面雨滴谱数据,统计分析了2020—2022年浙江夏季降水特征及其与卫星云参数的关系。根据设定的降水强度阈值划分不同降水等级,发现浙江夏季降水以中雨出现频率最高,暴雨多出现在浙南山地,并且该地区对流云降水的出现频率也最高。降水特征同卫星云参数的关系表现为:云类型(CLT)为水云和卷云时小雨的出现频率最高,为过冷水云和混合云时对应的降水主要集中在中到大雨,为冰云时大雨特别是暴雨的出现频率最高,多层云则具有与水云近似的降水特征;平均降水强度随云顶温度(CTT)的降低、云光学厚度(COT)的增大而增大,但本文统计的云有效粒子半径(CER)与降水强度的相关性则不如前两者显著。双参数组合(CTT和COT),降水强度呈现规律性梯度变化并且对COT的变化有更高的敏感性,在低CTT、高COT情况下更易产生强降水;三个参数组合(进一步引入CER),则能反映云滴碰并效率对降水微物理过程的影响,从而更准确地判识降水。对流云降水较层状云降水具有CTT更低且COT更大的特点,但层状云降水中也时常伴有对流过程。
Abstract:Based on the cloud products from FY-4A Satellite and the raindrop spectrometer data in Zhejiang Province, this paper analyzes the characteristics of summer precipitation and its relationship with cloud parameters from 2020 to 2022. The results show that, according to the precipitation intensity, the occurrence frequency of moderate rainfall is the highest in summer in Zhejiang, torrential rainfall mostly occurs in the mountainous areas of southern Zhejiang, and the occurrence frequency of convective cloud precipitation in this area is also the highest. The relationship between precipitation characteristics and cloud parameters is manifested as follows. The occurence frequency of light rainfall is the highest for water cloud and cirrus cloud, supercooled water cloud and mixed cloud tend to result in moderate to heavy rainfall, ice cloud has the highest occurence frequency to produce heavy rainfall, particularly torrential rainfall and overlap cloud has similar precipitation features to water cloud. The average precipitation intensity increases with the decrease of cloud top temperature (CTT) and with the increase of cloud optical thickness (COT), but its correlation with cloud effective particle radius (CER) is not significant in this study. The combination of two parameters (CTT and COT) demonstrates the gradient variation of precipitation intensity and its higher sensitivity to COT, with heavy precipitation more likely to occur under low CTT and high COT. Incorporating CER to construct a three-parameter combination further reflects the effect of cloud droplet coalescence efficiency on precipitation microphysical processes, leading to more precise precipitation estimation. Convective cloud precipitation has the characteristics of lower CTT and higher COT compared with stratiform precipitation, but the stratiform precipitation is often accompanied by convective processes.
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基金项目:风云卫星应用先行计划(FY-APP-2022.0111、FY-APP-2024.01.06)、中国气象局“揭榜挂帅”科技项目(CMAJBGS202215)和中国气象局创新发展专项(CXFZ2024J033)共同资助
引用文本:
李琦,姜舒婕,蔡淼,段婧,周毓荃,程莹,杨帆,2026.浙江夏季FY-4A卫星云参数和降水的相关性研究[J].气象,52(8):916-927.
LI Qi,JIANG Shujie,CAI Miao,DUAN Jing,ZHOU Yuquan,CHENG Ying,YANG Fan,2026.Research on the Correlation Between FY-4A Satellite Cloud Parameters and Precipitation in Summer in Zhejiang Province[J].Meteor Mon,52(8):916-927.