|
|
Summary of inversion methods to remote sensing cloud top height with satellite data |
Chen Jiannan1,2, Bai Jie2, Zhou Zhuhua2, Fang Hanxian2 |
1.Institute of Meteorology and Oceanography,PLA University of Science and Technology,Nanjing 211101; 2.Beijing Aviation Meteorological Institute,Beijing 100085 |
|
|
Abstract Satellite data occupies an important position in the cloud top height inversion.Mainly from two aspects of imaging geometry and channel features,this paper introduces the methods and principles of remote sensing cloud top height with satellite data at home and abroad,and analyses the advantages and disadvantages of various methods and discusses the future research directions in China.The imaging geometric method is difficult to be applied in practice although the inversion result is accurate.The principle of single channel inversion method is simple while the precision is low in result.The multi channels inversion method integrates various mathematic methods with the high precision of cloud top height,which has been applied to the mainstream satellites.The improvement for the accuracy of remote sensing cloud top height depends on the upgrading of radioactive transfer models.And more shortwave channels need to be applied.
|
Received: 14 December 2016
|
|
|
|
|
[1] |
OHRING G,GYOERI S.Some experiments with a zonally averaged climate model[J].Journal of the Atmospheric Sciences,1978,35(2):186-205.
|
[2] |
STEPHENS G L,VANE D G,BOAIN R J,et al.The CloudSat mission and the A-train:A new dimension of space-based observations of clouds and precipitation[J].Bulletin of the American Meteorological Society,2002,83(12):1771-1790.
|
[3] |
BEEK R D,VOUNTAS M,ROZANOV V V,et al.The ring effect in the cloudy atmosphere[J].Geophysical Research Letters,2001,28(4):721-724.
|
[4] |
VAN F,KAUFMANN M,RONNA A,et al.Support of the Air Force Weather Agency's Global Theater Weather Analysis and Prediction System (GTWAPS) and Cloud Depiction Forecast System-Ⅱ (CDFS-Ⅱ):A Current Status Report[C]∥20th Conference on Weather Analysis and Forecasting /16th Conference on Numerical Weather Prediction,2004.
|
[5] |
SIMPSON J J,MCINTIRE T,JIN Z,et al.Improved cloud top height retrieval under arbitrary viewing and Illumination conditions using AVHRR data[J].Remote Sensing of Environment,2000,72(1):95-110.
|
[6] |
FUJITA T T.Principle of stereoscopic height computation and their applications to stratospheric cirrus over severe thunderstorms[J].Journal of the Meteorological Society of Japan,1982,60(1):355-368.
|
[7] |
HASLER A F.Automatic analysis of stereoscopic satellite image pairs for determination of cloud top height and structure[J].Journal of Applied Meteorology,1991,30(1):257-281.
|
[8] |
WANG H,SHENGHUI U,ZHANG Y,et al.Determination of cloud-top height from stereoscopic observation[J].Progress in Nature Science,2002,12(9):689-694.
|
[9] |
吕胜辉.双星立体观测的云顶高度反演[D].北京:北京大学物理学院,2002.
|
[10] |
黄磊,吕胜辉,张焱,等.双星立体观测云顶高度几何反演方法[J].北京大学学报(自然科学版),2008,44(1):129-134.
|
[11] |
WIELICKI B A,PARKER L.On the determination of cloud cover from satellite sensors:The effects of sensor spatial resolutions[J].Journal of Geophysical Research,1992,97:12799-12823.
|
[12] |
杨军.气象卫星及其应用[M].北京:气象出版社.2012.
|
[13] |
朱亚平,程周杰,刘健文,等.FY-2C 静止气象卫星资料对不透明云云顶气压的反演研究[J].热带气象学报,2014,30(3):463-472.
|
[14] |
PITERS A.J M,BRAMSTEDT K,LAMBERT,J C,et al.Overview of SCIAMACHY validation:2002—2004[J].Atmospheric Chemistry & Physics,2006,6(1):127-148.
|
[15] |
张岩,吕达仁,段民征.两种氧气吸收带云顶高度反演算法的理论比较与实测结果验证[J].遥感技术与应用,2011,26(1):18-32.
|
[16] |
LIOU K N,OU S C,TAKANO Y,et al.Remote sounding of the tropical cirrus cloud temperature and optical depth using 6.5 and 10.5-micron radiometers during STEP[J].Journal of Applied Meteorology,2010,45(4):271-275.
|
[17] |
OU S C,LIOU K N,GOOCH W M,et al.Remote sensing of cirrus cloud parameters using advanced very-high-resolution radiometer 3.7- and 10.9- microm channels[J].Applied Optics,1993,32(12):2171-2180.
|
[18] |
SMITH W L,WOOLF H M,JACOB W J.A regression method for obtaining real-time temperature and geopotential height profiles from satellite spectrometer measurements and its application to NIMBUS-3“SIRS” observations[J].Monthly Weather Review,1970,98(1):582-603.
|
[19] |
林琳,黄思训,杜华栋.使用MODIS数据对云顶高的反演研究[J].气象科学,2006,26(6):6655-6661.
|
[20] |
INOUE T.On the temperature and effective emissivity determination of semi-transparent cirrus clouds by bi-spectral measurements in the 10 micron window region[J].Journal of the Meteorological Society of Japan,1985,63(1):88-99.
|
[21] |
HAMADA A,NISHI N,IWASAKI S,et al.Cloud type and top height estimation for tropical upper-tropospheric clouds using GMS-5 split-window measurements combined with cloud radar measurements[J].Scientific Online Letters on the Atmosphere Sola,2008,4(1):57-60.
|
[22] |
李冠林,严卫,王蕊,等.基于A-Train综合资料的云顶高度反演研究[J].气象,2016,42(8):971-979.
|
[23] |
LI J,MENZEL W P,SCHREINER A J.Variational retrieval of cloud parameters from GOES sounder longwave cloudy radiance measurements[J].Journal of Applied Meteorology,2001,40(3):312-330.
|
[24] |
HEIDINGER A K,PAVOLONIS M J.Gazing at cirrus clouds for 25 years through a split window.Part I:Methodology[J].Journal of Applied Meteorology and Climate,2008,48(3):1101-1116.
|
|
|
|