期刊
JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER
卷 206, 期 -, 页码 117-124出版社
PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.jqsrt.2017.11.008
关键词
Lidar; Aerosol; Color ratio; Depolarization ratio; Planetary boundary layer
资金
- Haze Program of the Wuhan Technological Bureau, National Basic Research Program [2011CB707106]
- National Natural Science Foundation of China (NSFC) [41127901]
This study proposes a two-wavelength Lidar inversion algorithm to determine the boundary layer height (BLH) based on the particles clustering. Color ratio and depolarization ratio are used to analyze the particle distribution, based on which the proposed algorithm can overcome the effects of complex aerosol layers to calculate the BM The algorithm is used to determine the top of the boundary layer under different mixing state. Experimental results demonstrate that the proposed algorithm can determine the top of the boundary layer even in a complex case. Moreover, it can better deal with the weak convection conditions. Finally, experimental data from June 2015 to December 2015 were used to verify the reliability of the proposed algorithm. The correlation between the results of the proposed algorithm and the manual method is R-2 = 0.89 with a RMSE of 131 in and mean bias of 49 m; the correlation between the results of the ideal profile fitting method and the manual method is R-2 = 0.64 with a RMSE of 270 m and a mean bias of 165 in; and the correlation between the results of the wavelet covariance transform method and manual method is R-2 = 0.76, with a RMSE of 196 m and mean bias of 23 m. These findings indicate that the proposed algorithm has better reliability and stability than traditional algorithms. (C) 2017 Elsevier Ltd. All rights reserved.
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