Performance Evaluation and Noise Mitigation of the FY-3E Microwave Humidity Sounder

被引:7
|
作者
Mao, Jiali [1 ,2 ]
Qin, Zhengkun [1 ,2 ]
Li, Juan [3 ,4 ]
Han, Yang [3 ,4 ]
Huang, Jing [3 ,4 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Collaborat Innovat Ctr Forecast & Evaluat Meteoro, Nanjing 211544, Peoples R China
[2] Nanjing Univ Informat Sci & Technol, Joint Ctr Data Assimilat Res & Applicat, Nanjing 211544, Peoples R China
[3] CMA Earth Syst Modeling & Predict Ctr, Beijing 100081, Peoples R China
[4] State Key Lab Severe Weather, Beijing 100081, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Fengyun-3E; MWHS-2; data evaluation; noise mitigation; BIAS CORRECTION SCHEME; BRIGHTNESS TEMPERATURES; DATA ASSIMILATION; IMPACT; ASSESSMENTS; WEATHER;
D O I
10.3390/rs14194835
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Fengyun-3E, which is equipped with MicroWave Humidity Sounder 2 (MWHS-2) for detecting both temperature and humidity, is China's latest polar orbiting meteorological satellite and China's first satellite in early-morning orbit. The observation bias and observation error characteristics of MWHS-2 are evaluated by using ERA-5 as the background field. The results show that the biases range from -4 to 2 K, and the observation errors are within 1.5 K except for the window channels. A further analysis of the dependence on the scanning angles indicates that observation errors for the window channels and the 118-GHz channels increase with decreasing scanning angles. Observation errors of the window channels and water vapor channels are also latitudinally dependent, and the maximum errors in the high latitudes reach 2.0 K, while those in the tropical regions are approximately 0.8 K. In addition, the observed brightness temperature of FY-3E MWHS-2 is accompanied by striping noises along the track and high-frequency oscillation noises along the scanlines. The noise mitigation results show that both noises are approximately 0.2 K.
引用
收藏
页数:19
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