Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
7846331 | Journal of Quantitative Spectroscopy and Radiative Transfer | 2018 | 8 Pages |
Abstract
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 BLH. 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 R2â¯=â¯0.89 with a RMSE of 131â¯m and mean bias of 49â¯m; the correlation between the results of the ideal profile fitting method and the manual method is R2â¯=â¯0.64 with a RMSE of 270â¯m and a mean bias of 165â¯m; and the correlation between the results of the wavelet covariance transform method and manual method is R2â¯=â¯0.76, with a RMSE of 196â¯m and mean bias of 23â¯m. These findings indicate that the proposed algorithm has better reliability and stability than traditional algorithms.
Related Topics
Physical Sciences and Engineering
Chemistry
Spectroscopy
Authors
Boming Liu, Yingying Ma, Wei Gong, Yang Jian, Zhang Ming,