Algorithm for retrieval of the effective snow grain size and pollution amount from satellite measurements

被引:72
作者
Zege, E. P. [1 ]
Katsev, I. L. [1 ]
Malinka, A. V. [1 ]
Prikhach, A. S. [1 ]
Heygster, G. [2 ]
Wiebe, H. [2 ]
机构
[1] Natl Acad Sci Belarus, BI Stepanov Phys Inst, Minsk 220072, BELARUS
[2] Univ Bremen, Inst Environm Phys, D-28359 Bremen, Germany
关键词
Satellite; Remote sensing; Snow; Pollution; LIGHT-SCATTERING; SURFACE-AREA; PHYSICAL PARAMETERS; SPECTRAL ALBEDO; REFLECTANCE; ABSORPTION; OPTICS;
D O I
10.1016/j.rse.2011.06.001
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
We present an algorithm for retrieval of the effective Snow Grain Size and Pollution amount (SGSP) from satellite measurements. As well as our previous version (Zege et al., 2008, 1998), the new algorithm is based on the analytical solution for snow reflectance within the asymptotic radiative transfer theory. The SGSP algorithm does not use any assumptions on snow grain shape and allows for the snow pack bidirectional reflectance distribution function (BRDF). The algorithm includes a new atmospheric correction procedure that allows for snow BRDF. This SGSP algorithm has been thoroughly validated with computer simulations. Its sensitivity to the atmosphere model has been investigated. It is shown that the inaccuracy of the snow characteristic retrieval due to the uncertainty in the aerosol and molecular atmosphere model is negligible, as compared to that due to the measurement errors at least for aerosol loads typical for polar regions. The significant advantage of the SGSP over conventional algorithms, which use a priori assumptions about particle shape and (or) not allow for the BRDF of the individual snow pack, is that the developed retrieval still works at low sun elevations, which are typical for polar regions. (C) 2011 Elsevier Inc. All rights reserved.
引用
收藏
页码:2674 / 2685
页数:12
相关论文
共 43 条
[1]   Effects of snow physical parameters on shortwave broadband albedos [J].
Aoki, T ;
Hachikubo, A ;
Hori, M .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2003, 108 (D19)
[2]   Effects of snow physical parameters on spectral albedo and bidirectional reflectance of snow surface [J].
Aoki, T ;
Aoki, T ;
Fukabori, M ;
Hachikubo, A ;
Tachibana, Y ;
Nishio, F .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2000, 105 (D8) :10219-10236
[3]  
Bohren C.F, 2008, Absorption and Scattering of Light by Small Particles
[4]   THEORY OF OPTICAL-PROPERTIES OF SNOW [J].
BOHREN, CF ;
BARKSTROM, BR .
JOURNAL OF GEOPHYSICAL RESEARCH, 1974, 79 (30) :4527-4535
[5]  
CHAIKOVSKAYA LI, 1999, IGARSS 99 IEEE INT G
[6]  
GALLET JC, 2010, CRYSOPHERE, V3, P167
[7]   Representation of a nonspherical ice particle by a collection of independent spheres for scattering and absorption of radiation [J].
Grenfell, TC ;
Warren, SG .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 1999, 104 (D24) :31697-31709
[8]   REFLECTION OF SOLAR-RADIATION BY THE ANTARCTIC SNOW SURFACE AT ULTRAVIOLET, VISIBLE, AND NEAR-INFRARED WAVELENGTHS [J].
GRENFELL, TC ;
WARREN, SG ;
MULLEN, PC .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 1994, 99 (D9) :18669-18684
[9]   DEVELOPMENT OF METHODS FOR MAPPING GLOBAL SNOW COVER USING MODERATE RESOLUTION IMAGING SPECTRORADIOMETER DATA [J].
HALL, DK ;
RIGGS, GA ;
SALOMONSON, VV .
REMOTE SENSING OF ENVIRONMENT, 1995, 54 (02) :127-140
[10]  
HORI M, 2001, POLAR METEOROL GLACI, V15, P1