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Chin. Phys. B, 2011, Vol. 20(12): 129201    DOI: 10.1088/1674-1056/20/12/129201
GEOPHYSICS, ASTRONOMY, AND ASTROPHYSICS Prev   Next  

Variational assimilation in combination with a regularization method for sea level pressure retrieval from QuikSCAT scatterometer data II: simulation experiment and actual case study

Zhang Liang(张亮), Huang Si-Xun(黄思训), Shen Chun(沈春), and Shi Wei-Lai(施伟来)
Institute of Meteorology, PLA University of Science and Technology, Nanjing 211101, China
Abstract  The sea level pressure field can be computed from sea surface winds retrieved from satellite microwave scatterometer measurements, based on variational assimilation in combination with a regularization method given in part I of this paper. First, the validity of the new method is proved with a simulation experiment. Then, a new processing procedure for the sea level pressure retrieval is built by combining the geostrophic wind, which is computed from the scatterometer 10-meter wind using the University of Washington planetary boundary layer model using this method. Finally, the feasibility of the method is proved using an actual case study.
Keywords:  scatterometer      sea level pressure      variational assimilation      regularization      QuikSCAT  
Received:  25 May 2011      Revised:  20 July 2011      Accepted manuscript online: 
PACS:  92.60.Fm (Boundary layer structure and processes)  
  92.60.Gn (Winds and their effects)  
  92.60.Qx (Storms)  
  92.60.Ta (Electromagnetic wave propagation)  
Fund: Project supported by the National Natural Science Foundation of China (Grant No. 41175025).

Cite this article: 

Zhang Liang(张亮), Huang Si-Xun(黄思训), Shen Chun(沈春), and Shi Wei-Lai(施伟来) Variational assimilation in combination with a regularization method for sea level pressure retrieval from QuikSCAT scatterometer data II: simulation experiment and actual case study 2011 Chin. Phys. B 20 129201

[1] Zou J H, Lin M S, Pan D L, Chen Z H and Yang L 2009 Journal of Remote Sensing 13 847 (in Chinese)
[2] Huang S X, Cai Q F, Xiang J and Zhang M 2007 Acta Phys. Sin. 56 3022 (in Chinese)
[3] Yueh S H, Stiles B W and Liu W T 2003 IEEE Trans. Geosci. Remote Sensing 41 2616
[4] Zhang L, Huang S X, Liu Y D and Zhong J 2010 Acta Phys. Sin. 59 2889 (in Chinese)
[5] Marcos P A 2002 Wind Field Retrieval from Satellite Radar Systems Ph. D. Dissertation (Barcelona: University of Barcelona)
[6] Zhong J, Huang S X, Du H D and Zhang L 2011 Chin. Phys. B 20 034301
[7] Liu W T 2002 J. Oceanogr. 58 121
[8] Patoux J, Foster R C and Brown R A 2008 J. Appl. Meteor. 47 835
[9] Brown R A and Liu W T 1982 J. Appl. Meteor. 21 261
[10] Brown R A and Levy G 1986 Mon. Wea. Rev. 114 2197
[11] Brown R A and Zeng L 1994 J. Appl. Meteor. 33 1088
[12] Brown R A and Zeng L 2001 J. Appl. Meteor. 40 1718
[13] Hsu C S and Liu W T 1996 J. Geophys. Res. 101 17021
[14] Hsu C S and Wurtele M G 1997 J. Appl. Meteor. 9 1249
[15] Patoux J and Brown R A 2001 J. Geophys. Res. 106 23985
[16] Patoux J and Brown R A 2002 J. Appl. Meteor. 41 133
[17] Patoux J, Foster R C and Brown R A 2003 J. Appl. Meteor. 42 813
[18] Patoux J, Hakim G J and Brown R A 2005 Mon. Wea. Rev. 133 863
[19] Zhang F and Liu Y D 2008 Progress in Natural Science 11 1288 (in Chinese)
[20] Harlan Jr J and O'Brien J J 1986 J. Geophys. Res. 91 7816
[21] Zierden D F, Bourassa M A and O'Brien J J 2000 J. Geophys. Res. 105 23967
[22] Hilburn K A, Bourassa M A and O'Brien J J 2003 J. Geophys. Res. 108, 3244
[23] Zhou Y S and Cao J 2010 Acta Phys. Sin. 59 2898 (in Chinese)
[24] Nielsen S N 2007 A Wind and Rain Backscatter Model Derived from AMSR and Seawinds Data MS Dissertation (Brigham: Brigham Young University)
[25] Nie C and Long D G 2007 IEEE Trans. Geosci. Remote Sensing 45 621
[26] Zhang L, Huang S X, Du H D and Zhong J 2010 Acta Phys. Sin. 59 7478 (in Chinese)
[27] Zhong J, Huang S X, Fei J F, Du H D and Zhang L 2011 Chin. Phys. B 20 064301
[28] Milliff R F, Large W G, Morzel J, Chin T M and Danabasoglu G 1999 J. Geophys. Res. 104 11337
[29] Milliff R F, Morzel J, Chelton D B and Freilich M H 2004 J. Atmos. Ocean. Technol. 21 1216
[30] Bourassa M A and Ford K M 2010 J. Atmos. Ocean. Technol. 27 594
[31] Tao J J and Li C K 2009 Acta Phys. Sin. 58 4313 (in Chinese)
[32] Zhou Y S and Ran L K 2010 Acta Phys. Sin. 59 1366 (in Chinese)
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