TY - JOUR
T1 - Enhanced inversion accuracy of aerosol backscatter coefficient based on simple de-noising operation
AU - Ji, Hongzhu
AU - Zhang, Yinchao
AU - Chen, Siying
AU - Chen, He
AU - Guo, Pan
AU - Zhao, Ling
AU - Liang, Tianquan
AU - Zheng, Shiling
N1 - Publisher Copyright:
© 2020
PY - 2020/12
Y1 - 2020/12
N2 - The de-noising of lidar signal, especially for the range-dependent systematic noise, always affects the signal-to-noise ratio of lidar signal and the inversion accuracy of aerosol backscatter coefficient. To avoid this issue, a simple de-noising operation is implemented to increase the signal-to-noise ratio and obtain a more accurate aerosol backscatter coefficient. Theoretically, the subjectivity of the iterative number of iteration method can be avoided by the simple de-noising operation. And the feasibility of the simple de-noising operation is investigated by simulation and the routine lidar experimental data. In the near ground, the aerosol backscatter coefficient with higher accuracy of about 4–10 times could be obtained with the simple de-noising operation, compared with the traditional de-noising operation. Moreover, the long-term stability of the range-dependent systematic noise can be found by the experimental results, which avoids the frequent measurement of the systematic noise. In addition, a higher effective detection altitude is obtained with the simple de-noising operation.
AB - The de-noising of lidar signal, especially for the range-dependent systematic noise, always affects the signal-to-noise ratio of lidar signal and the inversion accuracy of aerosol backscatter coefficient. To avoid this issue, a simple de-noising operation is implemented to increase the signal-to-noise ratio and obtain a more accurate aerosol backscatter coefficient. Theoretically, the subjectivity of the iterative number of iteration method can be avoided by the simple de-noising operation. And the feasibility of the simple de-noising operation is investigated by simulation and the routine lidar experimental data. In the near ground, the aerosol backscatter coefficient with higher accuracy of about 4–10 times could be obtained with the simple de-noising operation, compared with the traditional de-noising operation. Moreover, the long-term stability of the range-dependent systematic noise can be found by the experimental results, which avoids the frequent measurement of the systematic noise. In addition, a higher effective detection altitude is obtained with the simple de-noising operation.
KW - Aerosol
KW - Aerosol backscatter coefficient
KW - De-noising operation
KW - Effective detection altitude
KW - Lidar
UR - http://www.scopus.com/inward/record.url?scp=85091910272&partnerID=8YFLogxK
U2 - 10.1016/j.jqsrt.2020.107358
DO - 10.1016/j.jqsrt.2020.107358
M3 - Article
AN - SCOPUS:85091910272
SN - 0022-4073
VL - 257
JO - Journal of Quantitative Spectroscopy and Radiative Transfer
JF - Journal of Quantitative Spectroscopy and Radiative Transfer
M1 - 107358
ER -