Peng Liang, Yao Zhanyu. Satellite microwave retrieval test for non-precipitating cloud liquid water in Henan area. J Appl Meteor Sci, 2008, 19(5): 539-546.
Citation: Peng Liang, Yao Zhanyu. Satellite microwave retrieval test for non-precipitating cloud liquid water in Henan area. J Appl Meteor Sci, 2008, 19(5): 539-546.

Satellite Microwave Retrieval Test for Non-precipitating Cloud Liquid Water in Henan Area

  • Received Date: 2007-07-02
  • Rev Recd Date: 2008-03-26
  • Publish Date: 2008-10-31
  • The detection of cloud liquid water (CLW) is very important in current meteorological service and research. The precipitation process is influenced by the interaction between CLW, vapor and ice phase particles, so the changes of global climate and local weather are influenced by the distribution of CLW. The detection of CLW can be used to identify the artificial precipitation enhancement potential regions, so the efficiency of weather modification can be improved. The liable data needed in numerical weather prediction can be obtained by the detection of CLW, and the study of numerical prediction model can be validated by the observational results of CLW. Now, the application of satellite detection can be used for monitoring the large scale and whole process of the CLW.The TRMM Microwave Imager (TMI) 85.5 GHz channel vertical polarization brightness temperature and the vertical atmospheric properties (including temperature, pressure and humidity) contained in 4 times daily 1°×1°NCEP data are used to calculate the surface emissivity in Henan Province (31.4°—36.0°N, 110.4°—116.0°E) on March 6, 2005, by means of a numerical step-by-step method with VDISORT. The surface emissivity is supposed to be unaltered in short time. The emissivity of test area on March 21 is considered to be the same with the emissivity on March 21. The cloud top height is calculated with the TRMM/VIRS 12.0 μm channel infrared radiation data, and the cloud bottom height is supposed to be the local lifting condensation level calculated with the terperature and dew point temperature. The retrieved cloud is suppose to be vertically uniform distribution, then the CLW is retrieved by means of iteration method with TRMM Microwave Imager (TMI) 85.5 GHz channel vertical polarization brightness temperature and NCEP data. The calculated surface emissivity is evaluated with the Henan map, and the retrieved CLW is compared with the CLW data from TRMM 2A12 products in the same time and the CLW data from NCEP data, infrared cloud picture in the same period. The retrieved CLW is coincident with the distribution of cloud in infrared cloud picture, and shows improvements comparing with the CLW data from TRMM 2A12 products, from which the data are probably related to the precipitation, so the range of CLW is more smaller than retrieved CLW and the valid data of CLW are too few. The CLW data from NCEP are not corresponding to either the retrieved CLW or the distribution of cloud in infrared cloud picture. The model simulation results show that the method is more accurate in retrieving high cloud CLW than low cloud. The error is increased by the use of NCEP data instead of sounding data in the CLW retrieving. So in the future the condensed sounding data should be used in CLW retrivel test. The comparative analysis is mostly qualitative for the lack of measurements, so the quantitative comparative analysis should be done more in the future study.
  • Fig. 1  The calculated emissivity

    Fig. 2  Comparative analysis between retrieved cloud liquid water content and other data on March 21, 2005

    (a) the retrieved cloud liquid water at 03:00, (b) infrared cloud picture at 03:00, (c) the cloud liquid water content of TRMM 2A12 at 03:00, (d) the cloud liquid water content of NCEP reanalysis at 02:00

    Fig. 3  Changes of bright temperature of 85.5 GHz from different cloud bottom height with cloud liquid water content

    Fig. 4  Comparative analysis between NCEP reanalysis and sounding data

    (a) temperature on March 6, 2005, (b) humidity on March 6, 2005, (c) temperature on March 21, 2005, (d) humidity on March 21, 2005

    Table  1  Microwave surface emissivity (θ=0°)[21-22]

  • [1]
    Paltridge G W. Cloud-radiation feedback to climate. Quart J Roy Meteor Soc, 1980, 106:895-899. doi:  10.1002/(ISSN)1477-870X
    [2]
    Stephens G L, Greenwald T J. The Earth's radiation budget and its relation to atmospheric hydrology. Part Ⅱ:Observation of cloud effects. J Geophys Res, 1991, 96:15325-15340. doi:  10.1029/91JD00973/references
    [3]
    姚展予, 王广河, 游来光, 等.寿县地区云中液态水含量的微波遥感.应用气象学报, 2001, 12(增刊):88-95. http://www.cnki.com.cn/Article/CJFDTOTAL-YYQX2001S1011.htm
    [4]
    Fowler L D, Randall D A, Rutledge S A. Liquid and ice cloud microphysics in the CSU general circulation model. Part Ⅰ: Model description and simulated microphysical processes. J Climate, 1996, 9:489-529. doi:  10.1175/1520-0442(1996)009%3C0489:LAICMI%3E2.0.CO%3B2
    [5]
    Kristjánsson J E. Initialization of Cloud Water in a Weather Prediction Model. Preprints of the Ninth Conference on Numerical Prediction. Boston, Mass, Amer Meteor Soc, 1991:823-824. https://www.researchgate.net/publication/226720375_Initialization_of_cloud_water_in_a_numerical_weather_prediction_model
    [6]
    Rosenkranz P W, Barath F T, Blinn J C, et al. Microwave radiometric measurements of atmospheric temperature and water from an aircraft. J Geophys Res, 1972, 30:5833-5844. doi:  10.1029/JC077i030p05833/abstract
    [7]
    Snider J B. Ground-based sensing of temperature profiles from angular and multi-spectral microwave emission measurements. J Appl Meteor, 1972, 11:958-967. doi:  10.1175/1520-0450(1972)011<0958:GBSOTP>2.0.CO;2
    [8]
    Decker M T, Dutton E J. Radiometric observations of liquid water in thunderstorm cells. J Atmos Sci, 1970, 27:785-790. doi:  10.1175/1520-0469(1970)027<0785:ROOLWI>2.0.CO;2
    [9]
    黄润恒, 邹寿祥.两波段微波辐射计遥感云天大气的可降水和液态水.大气科学, 1987, 11(4):397-403. http://www.cnki.com.cn/Article/CJFDTOTAL-DQXK198704007.htm
    [10]
    Grody N C. Remote sensing of atmospheric water content from satellites using microwave radiometry. IEEE Trans Antennas Propagat, 1976, AP-24:155-162. http://ieeexplore.ieee.org/document/1141324/
    [11]
    Jones A S, Vonder Haar T H. Passive microwave remote sensing of cloud liquid water over and regions. J Geophys Res, 1990, 95:16673-16683. doi:  10.1029/JD095iD10p16673
    [12]
    Greenwald T J, Combs C L, Jones A S, et al. Further development in estimation cloud liquid water over land using microwave and infrared satellite measurements. J Appl Meteor, 1997, 36: 389-405. doi:  10.1175/1520-0450(1997)036<0389:FDIECL>2.0.CO;2
    [13]
    Combs C L, Greenwald T J, Jones A S, et al. Satellite detection of cloud liquid water over land using polarization differences at 85.5 GHz. Geophys Res Lett, 1998, 25:75-78. doi:  10.1029/97GL03485
    [14]
    Deeter M N, Vivekanandan J. New Technique for Retrieving Liquid Water Path over Land Using Satellite Microwave Observations. Fifteenth ARM Science Team Meeting Proceedings, Daytona Beach, Florida, Mar 14—18, 2005. https://www.osti.gov/scitech/biblio/841634
    [15]
    Feddes R G, Liou K N. Atmospheric ice and water content derived from parameterization of Nimbus 6 high-resolution infrared sounder data. J Appl Meteor, 1978, 17:536-551. doi:  10.1175/1520-0450(1978)017<0536:AIAWCD>2.0.CO;2
    [16]
    Liou K N, Duff A D. Atmospheric liquid water content derived from parameterization of Nimbus-6 scanning microwave spectrometer data. J Appl Meteor, 1979, 18:99-103. doi:  10.1175/1520-0450(1979)018<0099:ALWCDF>2.0.CO;2
    [17]
    赵高祥, 汪宏七.由卫星测量确定地面温度和比辐射率的算法.科学通报, 1997, 42(18):1957-1960. http://www.cnki.com.cn/Article/CJFDTOTAL-KXTB199718010.htm
    [18]
    姚展予, 李万彪, 朱元竞, 等.用TRMM卫星微波成像仪遥感云中液态水.应用气象学报, 2003, 14 (增刊):19-26. http://www.cnki.com.cn/Article/CJFDTOTAL-YYQX2003S1002.htm
    [19]
    Weng F. A multi-layer discrete-ordinate method for vector radiative transfer in a vertically-inhomogeneous, emitting and scattering atmosphere-Ⅰ:Theory. J Quant Radiat Transfer, 1992, 47:19-34. doi:  10.1016/0022-4073(92)90076-G
    [20]
    盛裴轩, 毛节泰, 李建国.大气物理学.北京:北京大学出版社, 2005.
    [21]
    张培昌, 王振会.大气微波遥感基础.北京:气象出版社, 1995.
    [22]
    周秀骥, 吕达仁, 黄润恒, 等.大气微波辐射及遥感原理.北京:科学出版社, 1982.
  • 加载中
  • -->

Catalog

    Figures(4)  / Tables(1)

    Article views (2869) PDF downloads(1520) Cited by()
    • Received : 2007-07-02
    • Accepted : 2008-03-26
    • Published : 2008-10-31

    /

    DownLoad:  Full-Size Img  PowerPoint