Estimation model of the atmospheric parameters in the research of quantitative microwave remote sensing

doi:10.7523/j.issn.2095-6134.2015.01.011

Abstract

Abstract:

Usually, atmospheric effects on microwave remote sensing are ignored because of the penetration of microwave. However, for quantitative inversion in which high precision inversion is required, atmospheric effects should be taken into account. Based on the radiative transfer model, three atmospheric parameters, upwelling and downwelling atmospheric brightness temperature and atmospheric transmissivity, were proved to be much influenced by precipitable water vapor. The MonoRTM and 946 global atmospheric profiles were used to simulate these atmospheric parameters. Then we got regression models for PWV(precipitable water vapor) and atmospheric brightness temperatures and for PWV and atmospheric transmissivity, respectively. Finally, Zhangye radiosonde data sets were used to validate the models, and verification results showed that the estimation models had high credibility.

Key words: microwave remote sensing, atmospheric brightness temperature, atmospheric transmissivity, precipitable water vapor

CLC Number:

P407.7

ZHOU Fangcheng, SONG Xiaoning, LI Zhaoliang, MA Jianwei. Estimation model of the atmospheric parameters in the research of quantitative microwave remote sensing[J]. , 2015, 32(1): 63-69.

References

[1] Ulaby F T, Moore R K, Fung A K. Microwave remote sensing Ⅰ: fundamentals and radiometry[M]. Massachusetts: Addison-Wesley Publishing Company, 1981.

[2] 王振占. L-波段雷达大气影响的微波辐射计修正方法[C]//中国电子学会微波分会. 2007年全国微波毫米波会议论文集 (下册). 宁波: 电子工业出版社, 2007: 1 732-1 734.

[3] Liebe H J, Hufford G A, Cotton M G. Propagation modeling of moist air and suspended water/ice particles at frequencies below 1 000 GHz[C]//AGARD, Atmospheric Propagation Effects Through Natural and Man-Made Obscurants for Visible to MM-Wave Radiation 11 p (See N94-30495 08-32). 1993: 3.1-3.10.

[4] 贾媛媛.被动微波遥感数据反演地表温度算法研究[D]. 北京: 中国科学院地理科学与资源研究所, 2007.

[5] 徐希孺,柳钦火,陈家宜.遥感陆面温度[J].北京大学学报:自然科学版,1998,34(2): 248-253.

[6] Becker F, Li Z L. Temperature independent spectral indices in thermal infrared bands[J]. Remote Sensing of Environment, 1990, 32(1): 17-33.

[7] Caselles V, Coll C, Vator E. Land surface temperature determination in the whole HAPEX-Sahel area from AVHRR data[J]. International Journal of Remote Sensing, 1997, 18(5):1 009-1 027.

[8] Kerr Y H, Lagouarde J P, Inberon J. Accurate land surface temperature retrieval from AVHRR data with use of an improved split window algorithm[J]. Remote Sensing of Environment, 1992, 41(2): 197-209.

[9] McMillin L M. Estimation of sea surface temperature from two infrared window measurement with different absorption[J]. Journal of Geophysical Research, 1975, 80(36): 5 113-5 117.

[10] Gillespie A, Rokugawa S, Maatsunaga T, et al. Temperature and emissivity separation algorithm for advanced spaceborne thermal emission and reflection (ASTER) image[J]. IEEE Transactions on Geoscience and Remote Sensing, 1998, 36(4): 1 113-11 126.

[11] Wan Z, Dozier J. A generalized split-window algorithm for retrieving land surface temperature measurement from space[J]. IEEE Transaction on Geoscience and Remote Sensing, 1996, 34(4): 892-905.

[12] Wan Z M, Zhang Y L, Zhang Q C, et al. Validation of the land-surface temperature products retrieved from terra moderate resolution imaging spectroradiometer data[J]. Remote Sensing of Environment. 2002, 83(1): 163-180.

[13] Wan Z M, Zhang Y L, Zhang Q C, et al. Quality assessment validation of the MODIS global land surface temperature [J]. International Journal of Remote Sensing, 2004, 25(1): 261-274.

[14] 贾媛媛,李召良.被动微波遥感数据反演地表温度研究进展[J].地理科学进展,2006,25(3):96-105.

[15] 刘曾林,唐伯惠,李召良.AMSR-E微波数据反演裸地地表温度算法研究[J].科技导报,2009,27(4): 25.

[16] 毛克彪,施建成,李召良,等.一个针对被动微波AMSR-E数据反演地表温度的物理统计算法[J].中国科学D辑,2006,36(12): 1 170-1 176.

[17] Holmes T R H, De Jeu R A M, Owe M, et al. Land surface temperature from Ka band (37 GHz) passive microwave observations [J]. Journal of geophysical research, 2009, 114(D4).

[18] McFarland M, Miller R, Neale C. Land surface temperature derived from the SSM/I passive microwave brightness temperatures[J]. IEEE Transactions on Geoscience and Remote Sensing, 1990, 28(5): 839-845.

[19] Njoku E G. Surface temperature estimation over land using satellite microwave radiometry[C]//Choadhury B, Kerr Y, Njoku E, et al. Passive microwave remote sensing of land-atmosphere interactions. Utrecht, The Netherlands' VSP, 1995:509-530.

[20] Njoku E, Li L. Retrieval of land surface parameters using passive microwave measurements at 6 to 18 GHz[J]. Geoscience and Remote Sensing, IEEE Transactions on, 1999, 37(1): 79-93.

[21] Pulliainen J T, Grandell J, Hallikainen M T. Retrieval of surface temperature in boreal forest zone from SSM/I data[J]. IEEE Transactions on Geoscience and Remote Sensing, 1997, 35(5): 1 188-1 200.

[22] Xiang X, Smith E A. Feasibility of simultaneous surface temperature-emissivity retrieval using SSM/I measurements from HAPEX-Sahel[J]. Journal of Hydrology, 1997, 188-189: 330-360.

[23] 顾震潮. 云雾降水物理基础[M]. 北京:科学出版社, 1980.

[24] 黄兴友,张曦,冷亮,等.基于MonoRTM模型的微波辐射计反演方法研究[J].气象科学,2013,33(2):138-145.

[25] 吴莹. 微波地表发射率的卫星遥感反演和模式模拟研究[D].南京: 南京信息工程大学, 2012.