Derivation and Evaluation of a New Extinction Coefficient for Use With the n-HUT Snow Emission Model

被引:3
|
作者
Maslanka, William [1 ]
Sandells, Melody [2 ]
Gurney, Robert [3 ]
Lemmetyinen, Juha [4 ]
Leppanen, Leena [4 ]
Kontu, Anna [4 ]
Matzl, Margret [5 ]
Rutter, Nick [6 ]
Watts, Tom [6 ]
Kelly, Richard [7 ]
机构
[1] Univ Reading, Dept Geog & Environm Sci, Reading, Berks, England
[2] Engn & Sci Ltd, Ctr Open Res CORES, Rowlands Gill NE39 2JA, Tyne & Wear, England
[3] Univ Reading, Dept Meteorol, Reading, Berks, England
[4] Finish Meteorol Inst, Artie Res Ctr, Sodankyla 99600, Finland
[5] WSL Inst Snow & Avalanche Res SLF, CH-7260 Davos, Switzerland
[6] Northumbria Univ, Dept Geog & Environm Sci, Newcastle Upon Tyne, Tyne & Wear, England
[7] Univ Waterloo, Dept Geog & Environm Management, Waterloo, ON, Canada
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2019年 / 57卷 / 10期
关键词
Extinction coefficient modeling; HUT snow emission model; microwave scattering; remote sensing; snow emission model; MICROWAVE EMISSION; SURFACE-AREA; MICROSTRUCTURE;
D O I
10.1109/TGRS.2019.2913208
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
In this study, snow slab data collected from the Arctic Snow Microstructure Experiment were used in conjunction with a six-directional flux coefficient model to calculate individual slab absorption and scattering coefficients. These coefficients formed the basis for a new semiempirical extinction coefficient model, using both frequency and optical diameter as input parameters, along with the complex dielectric constant of snow. Radiometric observations, at 18.7, 21.0, and 36.5 GHz at both horizontal polarization (H-Pol) and vertical polarization (V-Pol), and snowpit data collected as part of the Sodankyla Radiometer Experiment were used to compare and contrast the simulated brightness temperatures produced by the multi-layer Helsinki University of Technology snow emission model, utilizing both the original empirical model and the new semiempirical extinction coefficient model described here. The results show that the V-Pol RMSE and bias values decreased when using the semiempirical extinction coefficient; however, the H-Pol RMSE and bias values increased on two of the lower microwave bands tested. The unbiased RMSE was shown to decrease across all frequencies and polarizations when using the semiempirical extinction coefficient.
引用
收藏
页码:7406 / 7417
页数:12
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