MODIS多光谱云相态识别技术的应用研究
THE APPLICATION OF CLOUD PHASE RECOGNITION BY MODIS SPECTRAL DATA
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摘要: 介绍了卫星多光谱云相态识别的基本原理, 并给出了EOS/ MODIS云相态识别的流程。针对简单和复杂云场, 利用个例并结合无线电探空资料与MODI S三通道合成图肯定了多光谱云相态识别的合理性和实际效果。文中对几个特定天气系统(西南涡旋和西太平洋台风)下大面积云场相态分析的结果表明:多光谱云相态识别技术有一定应用价值, 且需要引入可见光技术来减少红外谱段对多层云覆盖和薄卷云的相态分析误差。Abstract: The basic principle of MODIS multispect ral cloud phase recognition is introduced, with the algorithm for cloud phase recognition investigated.Radiosonde observations and MODIS tri-channel composite images are used in the paper to show the rationality and the effect of cloud phase recognition in cases.The analysis of large cloud scenes in some special weather background indicates that the technique of multispectral cloud phase retrieval is quite steady to be applied in practice and some visible techniques should be imported to reduce the error which is unavoidable in the analysis of multilayer mask and thin cirrus with inf rared technique.
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Key words:
- Cloud Phase;
- Trispectral;
- MODIS
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图 1 大气窗区冰水粒子复折射指数虚部的变化[12]
(底部箭头所指为MODIS通道29, 31,32中心波长所在处)
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[1] Houghton J T, Hunt G E.T he detection of ice clouds from rem ot e measurement s of thei r emission in the f ar inf ra-red.Quar t J Roy Meteor S oc, 1971, 97 :1~17. doi: 10.1002/(ISSN)1477-870X [2] Liou K N.On the radiative properties of cirrus in the w indow region and thei r influence on remote sensing of the atmosphere.J Atmos Sci, 1974, 31 :522~532. doi: 10.1175/1520-0469(1974)031<0522:OTRPOC>2.0.CO;2 [3] Booth A L.Objective Cloud Type Classification using Visual and Infrared Satellite Data.Preprints, Third Conf On Probability and Statistics in the Atmospheric Science.Boulder, Co,Amer Meteor, 1973.220~227. [4] Inoue T.A cloud type classification with NOAA 7 split w indow measurements.J Geophys Res, 1987, 92 :3991~4000. doi: 10.1029/JD092iD04p03991 [5] Inoue T.Features of clouds over the t ropical Pacific during the Northern Hemispheric w int er derived from split window measuremen ts.J Met eor Soc Japan, 1989, 67 :621~637. [6] Ackerman S A, Smith W L.Inf erring Cloud Mi crophysical Propert ies from High Resolut ion Spect ral Measurement s in the 8-13 μm Window Region.Preprint s, Seventh C onf on Atmospheric Radiat ion, S an Francisco,CA, Amer Met eor Soc, 1990.6~8. [7] Ackerman S A, Smi th W L, S pinhi rne J D, et al.The 27-28 October 1986 FIRE IFO ci rrus case study :Spect ral properties of cirrus clouds in the 8-12 μm w indow.Mon Wea Rev, 1990, 118 :2377~2388. doi: 10.1175/1520-0493(1990)118<2377:TOFICC>2.0.CO;2 [8] S t rabala K I, Ackerman S A, Menzel W P.C loud properties inferred from 8-12 μm data.J Ap pl Meteor, 1994, 33 :212~229. doi: 10.1175/1520-0450(1994)033<0212:CPIFD>2.0.CO;2 [9] King M D, Kaufman Y J, Menzel W P, et al.Remot e sensing of cloud, aerosol, and w at er vapor p roperties from the Moderate Resoluti on Imaging Spect romet er(MODIS).IEEE Trans Geosci Remot e Sens, 1992,30 :2~27. doi: 10.1109/36.124212 [10] Menzel W P, St rabala K.Cloud Top Properties and C loud Phase.Algrithm Throretical Basis Document.AT BD-MOD-07, NASA Goddard Space Flight Center, 1997. [11] Baum B A, Krat z D P, Yang P, et al.Remote sensing of cloud properties using MODIS airborne simulator imagery during SUCCESS, I, Data and Models,J Geophys Res, 2000, 105 :11767~11780. doi: 10.1029/1999JD901089 [12] Baum B A, Soulen P F,et al.Remote sensing of cloud properties using MODIS airborne simulator imagery during SUCCESS, II,C loud thermodynamic phase, J Geophys Res, 2000, 105 :11781~11792. [13] Baum B A, Spinhirne J D.Remote sensing of cloud properties using MODIS airborne simulat or imagery during SUCCESS, III,C loud overlap,J Geophys Res, 2000, 105 :11793~11804. [14] 李成才, 毛节泰, 刘启汉.用MODIS遥感资料分析四川盆地气溶胶光学厚度时空分布特征.应用气象学报, 2003, 14(1):1~7. http://qikan.camscma.cn/jams/ch/reader/view_abstract.aspx?file_no=20030101&flag=1 [15] 刘健.卫星遥感云微物理参数研究:[ 博士学位论文].北京:北京大学, 2003. http://www.oalib.com/references/16096465 [16] 刘健, 许健民, 方宗义.利用NOAA卫星的AVHRR资料试分析云和雾顶部粒子的尺度特征.应用气象学报, 1999, 10(1):28~33. http://qikan.camscma.cn/jams/ch/reader/view_abstract.aspx?file_no=19990132&flag=1 [17] 汪宏七, 赵高祥.云微物理特性对云光学和云辐射性质的影响.应用气象学报, 1996, 7(1):36~44. http://qikan.camscma.cn/jams/ch/reader/view_abstract.aspx?file_no=19960105&flag=1 [18] Ackerman S A,K S trabala, Menzel W P, et al.Discriminating clear-sky from cloud with MODIS :Algorithm Theoretical Basis Document(MOD35).Algorithm Theoretical Basis Document ATBD-MOD-06, NASA Goddard Space Flight Center, 1997.1~125. [19] Ackerman S A, K St rabala, Menzel W P, et al.Discriminating clear-sky from cloud wi th MODIS.J Goephys Res, 1998, 103 :32141~32157. doi: 10.1029/1998JD200032