A new approach to adjusting sea surface wind using altimeter wind data by variational regularization method

被引:4
作者
Jiang Zhu-Hui [1 ]
Huang Si-Xun [1 ]
Du Hua-Dong [1 ]
Liu Bo [1 ]
机构
[1] Univ Sci & Technol Chinese Peoples Liberat Army, Inst Meteorol, Nanjing 211101, Peoples R China
基金
中国国家自然科学基金;
关键词
altimeter; Kriging interpolation; Tikhonov regularization; wind adjustment; SPEED ALGORITHM; SATELLITE ALTIMETER;
D O I
10.7498/aps.59.8968
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
To adjust non-divergent and divergent background wind fields by altimeter wind data, a novel approach, the variational regularization method, is presented. Numerical simulation results show that it is positive to use altimeter wind speed to adjust the background wind field, particularly effective in the altimeter track region. At the same time, the radar backscattering cross-section sensitivity is evaluated, when the backscattering cross-section contains noise, and the result proves that the above method can be used to suppress the noise. Finally, a real case shows that the above method is feasible and effective. This approach is an effective and reliable method of using the altimeter wind data to adjust the sea surface wind.
引用
收藏
页码:8968 / 8977
页数:10
相关论文
共 29 条
[1]   THE WIND-SPEED MEASUREMENT CAPABILITY OF SPACEBORNE RADAR ALTIMETERS [J].
BROWN, GS ;
STANLEY, HR ;
ROY, NA .
IEEE JOURNAL OF OCEANIC ENGINEERING, 1981, 6 (02) :59-63
[2]   A new method for calculating vorticity [J].
Cai Qi-Fa ;
Huang Si-Xun ;
Gao Shou-Ting ;
Zhong Ke ;
Li Zi-Qiang .
ACTA PHYSICA SINICA, 2008, 57 (06) :3912-3919
[3]   Influence-matrix diagnostic of a data assimilation system [J].
Cardinali, C ;
Pezzulli, S ;
Andersson, E .
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2004, 130 (603) :2767-2786
[4]   FURTHER DEVELOPMENT OF AN IMPROVED ALTIMETER WIND-SPEED ALGORITHM [J].
CHELTON, DB ;
WENTZ, FJ .
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 1986, 91 (C12) :14250-14260
[5]   A REVIEW OF SATELLITE ALTIMETER MEASUREMENT OF SEA-SURFACE WIND-SPEED - WITH A PROPOSED NEW ALGORITHM [J].
CHELTON, DB ;
MCCABE, PJ .
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 1985, 90 (NC3) :4707-4720
[6]   A dual-frequency approach for retrieving sea surface wind speed from TOPEX altimetry [J].
Chen, G ;
Chapron, B ;
Ezraty, R ;
Vandemark, D .
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2002, 107 (C12)
[7]  
Chen G, 2002, J ATMOS OCEAN TECH, V19, P1849, DOI 10.1175/1520-0426(2002)019<1849:AGVOSA>2.0.CO
[8]  
2
[9]   WAVEHEIGHT AND WIND-SPEED MEASUREMENTS FROM THE SEASAT RADAR ALTIMETER [J].
FEDOR, LS ;
BROWN, GS .
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 1982, 87 (NC5) :3254-3260
[10]  
Gourrion J, 2002, J ATMOS OCEAN TECH, V19, P2030, DOI 10.1175/1520-0426(2002)019<2030:ATPWSA>2.0.CO