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我国台风高发期东海和南海海区GIIRS/FY-4A温度反演廓线精度研究
引用本文:黄艺伟,陈淑仪,何敏,张蕾,赵兵科,刘琼,陈勇航,邬贤文.我国台风高发期东海和南海海区GIIRS/FY-4A温度反演廓线精度研究[J].热带气象学报,2021,37(2):277-288.
作者姓名:黄艺伟  陈淑仪  何敏  张蕾  赵兵科  刘琼  陈勇航  邬贤文
作者单位:1.东华大学环境科学与工程学院,上海 201620
基金项目:国家重点研发计划项目2018YFC1506305国家重点研发计划项目2018YFC1506303国家重点研发计划项目2017YFA0603502国家自然科学基金面上项目41975029
摘    要:基于欧洲中期天气预报中心再分析资料ERA5,对GIIRS/FY-4A温度反演廓线在我国台风高发期东海和南海海区的反演精度进行研究,结果表明:(1)东海海区,无云时GIIRS质量控制0的数据总体RMSE为1.71 K,150~450 hPa高度范围内RMSE小于1 K,450 hPa至近海面RMSE在2 K以内。质量控制1的数据反演精度低且随高度的增加误差增大;有云时,质量控制0和1的反演数据总体RMSE为4.72 K和5.55 K。(2)南海海区,无云时,质量控制0的数据总体RMSE为1.67 K,150~800 hPa范围内RMSE小于1 K,反演精度较东海海区略高。质量控制1的数据RMSE为5.07 K。有云时,质量控制0和1的数据RMSE为6.68 K和7.56 K。(3)随着台风“利奇马”等级加强直至最大等级(海上发展阶段),GIIRS可信度较高的反演数据量呈现下降趋势,反演台风周边热力结构存在诸多不确定性,需要借助其他资料进行验证。 

关 键 词:温度廓线    GIIRS/FY-4A    ERA5    精度
收稿时间:2020-06-05

A STUDY ON THE ACCURACY OF TEMPERATURE PROFILE RETRIEVED FROM GIIRS/FY-4A OVER THE EAST AND SOUTH CHINA SEA
HUANG Yi-wei,CHEN Shu-yi,HE Min,ZHANG Lei,ZHAO Bing-ke,LIU Qiong,CHEN Yong-hang,WU Xian-wen.A STUDY ON THE ACCURACY OF TEMPERATURE PROFILE RETRIEVED FROM GIIRS/FY-4A OVER THE EAST AND SOUTH CHINA SEA[J].Journal of Tropical Meteorology,2021,37(2):277-288.
Authors:HUANG Yi-wei  CHEN Shu-yi  HE Min  ZHANG Lei  ZHAO Bing-ke  LIU Qiong  CHEN Yong-hang  WU Xian-wen
Institution:College of Environmental Science and Engineering , Donghua University, Songjiang District, Shanghai 201620, China;College of Engineering, China University of Geosciences, Wuhan 430074, China.;College of Atmospheric Sciences, Guangdong Province Key Laboratory For Climate Change and Natural Disaster Studies, Sun Yat-sen University; Southern Marine Science and Engineering Guangdong Laboratory(Zhuhai), Zhuhai 519082, China;Shanghai Typhoon Institute of China Meteorological Administration, Shanghai 200030, China
Abstract:Based on the reanalysis data ERA5 from the European Centre for Medium-Range Weather Forecasts, the accuracy of the temperature profile retrieved from GIIRS/FY-4A in the East China Sea and South China Sea in the high-incidence period of typhoon in China is studied. The results show that: (1) In the East China Sea under clear sky, the overall RMSE of GIIRS quality control 0 data is 1.71 K, the RMSE is less than 1 K for the range of 150—450 hPa and the RMSE from 450 hPa to the near sea surface is within 2 K; the data inversion accuracy of quality control 1 is low and the error increases with height. Under cloudy sky, the overall RMSE of the retrieved data for quality control 0 and 1 is 4.72 K and 5.55 K, respectively. (2) In the South China Sea under clear sky, the overall RMSE of quality control 0 data is 1.67 K, the RMSE is less than 1 K for the range of 150—800 hPa, and the inversion accuracy is higher than that in the East China Sea; the RMSE of quality control 1 data is 5.07 K. Under cloudy sky, the RMSE of the data for quality control 0 and 1 is 6.68 K and 7.56 K, respectively. (3) As the level of Typhoon Lekima is strengthened to the maximum level (offshore development stage), the amount of retrieved data with high GIIRS credibility shows a reducing trend. There are many uncertainties in the retrieval of the thermal structure around the typhoon and thus other information is needed for verification. 
Keywords:temperature profile  GIIRS/FY-4A  ERA5  high-incidence period of typhoon
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